Validation Log 2024-05-26 01:16:23.611347 mwtab Python Library Version: 1.2.5 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN000139/mwtab/json Study ID: ST000087 Analysis ID: AN000139 File format: json Status: Contains Validation Errors Number Errors: 2 Error Log: SCHEMA: Section "MS_METABOLITE_DATA" does not match the allowed schema. Key 'Data' error: Or({Or('Metabolite', 'Bin range(ppm)'): , Optional(): }) did not validate OrderedDict([('metabolite_name', '10_oxoproline'), ('NoCellCultureMedia(MediaBlank)', '655331.3333'), ('QCPellet020414', '100941'), ('S17A', '675276'), ('S17B', '665188'), ('S17C', '819357'), ('S17D', '877412'), ('S17E', '1217411'), ('S17E_QC', '771361'), ('S17F', '620677'), ('S17G', '379716'), ('S19A', '754869'), ('S19B', '789383'), ('S19C', '669927'), ('S19D', '747795'), ('S19E', '840474'), ('S19F', '75234'), ('S19G', '153594'), ('S20A', '981247'), ('S20B', '717345'), ('S20C', '724618'), ('S20D', '809866'), ('S20E', '934420'), ('S20F', '446129'), ('S20G', '287702'), ('S23A', '836175'), ('S23B', '697396'), ('S23C', '705301'), ('S23F', '508189'), ('S23G', '525140'), ('S24A', '791090'), ('S24B', '728980'), ('S24C', '793642'), ('S24D', '910235'), ('S24E', '828664'), ('S24F', '696057'), ('S24G', '618896'), ('S25A', '696582'), ('S25B', '781504'), ('S25C', '541441'), ('S25D', '1075550'), ('S25E', '973302'), ('S25F', '226262'), ('S25G', '132056'), ('S26A', '583074'), ('S26B', '445700'), ('S26C', '502143'), ('S26D', '762774'), ('S26E', '1098515'), ('S26F', '579044'), ('S26G', '301251'), ('S29B', '509744'), ('S29C', '525530'), ('S29D', '610728'), ('S29E', '669592'), ('S29F', '321389'), ('S29G', '471000'), ('S30A', '772390'), ('S30B', '617496'), ('S30C', '615507'), ('S30D', '728242'), ('S30E', '651104'), ('S30F', '90481'), ('S30G', '98561'), ('S31A', '750768'), ('S31B', '589123'), ('S31C', '588647'), ('S31D', '749088'), ('S31E', '712524'), ('S31F', '387534'), ('S31G', '530019'), ('S32A', '776341'), ('S32B', '567584'), ('S32C', '545779'), ('S32D', '538541'), ('S32E', '608787'), ('S32F', '143467'), ('S32G', '44350'), ('S33B', '607119'), ('S33C', '632557'), ('S33D', '689179'), ('S33E', '670445'), ('S33F', '291534'), ('S33G', '109667'), ('S34A', '766383'), ('S34B', '568149'), ('S34C', '601391'), ('S34D', '679647'), ('S34E', '689491'), ('S34F', '187222'), ('S34G', '102768'), ('S35A', '719787'), ('S35B', '538849'), ('S35D', '774096'), ('S35E', '673913'), ('S35F', '134068'), ('S35G', '45141')]) Missing key: Or('Metabolite', 'Bin range(ppm)') SUBJECT_SAMPLE_FACTORS: Section missing sample ID(s) {'S20F', 'S24D', 'S20D', 'S17D', 'S26D', 'S25E', 'S19E', 'S20E', 'S26E', 'S19D', 'S17E', 'QCPellet020414', 'S17E_QC', 'S25D', 'NoCellCultureMedia(MediaBlank)', 'S24E', 'S17F'} found in MS_METABOLITE_DATA section.