Datasets:

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Angione-Lab

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Breast_cancer_multiomics

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Angione Lab - Systems Biology and Deep Learning research group at Teesside University 3

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 9 new columns ({'Supermodule_id', 'X', 'Compound_OUT_name', 'Super.Module.class', 'Compound_IN_ID', 'Module_id', 'Compound_IN_name', 'Compound_OUT_ID', 'rxnName'}) and 3 missing columns ({'cell_id', 'BC type', 'cell_line'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Angione-Lab/Breast_cancer_multiomics/metabolic_model_metadata.csv (at revision 942770e483a125a68924480b45cc991185e7bed3), [/tmp/hf-datasets-cache/medium/datasets/19614829154156-config-parquet-and-info-Angione-Lab-Breast_cancer-cf335158/hub/datasets--Angione-Lab--Breast_cancer_multiomics/snapshots/942770e483a125a68924480b45cc991185e7bed3/cell_line_subtype_label.csv (origin=hf://datasets/Angione-Lab/Breast_cancer_multiomics@942770e483a125a68924480b45cc991185e7bed3/cell_line_subtype_label.csv), /tmp/hf-datasets-cache/medium/datasets/19614829154156-config-parquet-and-info-Angione-Lab-Breast_cancer-cf335158/hub/datasets--Angione-Lab--Breast_cancer_multiomics/snapshots/942770e483a125a68924480b45cc991185e7bed3/metabolic_model_metadata.csv (origin=hf://datasets/Angione-Lab/Breast_cancer_multiomics@942770e483a125a68924480b45cc991185e7bed3/metabolic_model_metadata.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Supermodule_id: int64
              Super.Module.class: string
              X: string
              Module_id: int64
              Compound_IN_name: string
              Compound_IN_ID: string
              Compound_OUT_name: string
              Compound_OUT_ID: string
              rxnName: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1377
              to
              {'cell_id': Value('string'), 'cell_line': Value('string'), 'BC type': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 9 new columns ({'Supermodule_id', 'X', 'Compound_OUT_name', 'Super.Module.class', 'Compound_IN_ID', 'Module_id', 'Compound_IN_name', 'Compound_OUT_ID', 'rxnName'}) and 3 missing columns ({'cell_id', 'BC type', 'cell_line'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Angione-Lab/Breast_cancer_multiomics/metabolic_model_metadata.csv (at revision 942770e483a125a68924480b45cc991185e7bed3), [/tmp/hf-datasets-cache/medium/datasets/19614829154156-config-parquet-and-info-Angione-Lab-Breast_cancer-cf335158/hub/datasets--Angione-Lab--Breast_cancer_multiomics/snapshots/942770e483a125a68924480b45cc991185e7bed3/cell_line_subtype_label.csv (origin=hf://datasets/Angione-Lab/Breast_cancer_multiomics@942770e483a125a68924480b45cc991185e7bed3/cell_line_subtype_label.csv), /tmp/hf-datasets-cache/medium/datasets/19614829154156-config-parquet-and-info-Angione-Lab-Breast_cancer-cf335158/hub/datasets--Angione-Lab--Breast_cancer_multiomics/snapshots/942770e483a125a68924480b45cc991185e7bed3/metabolic_model_metadata.csv (origin=hf://datasets/Angione-Lab/Breast_cancer_multiomics@942770e483a125a68924480b45cc991185e7bed3/metabolic_model_metadata.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)