Datasets:

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weihao1115

/

pep_affibody_mint

like 0

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 1 new columns ({'enrichment'})

This happened while the csv dataset builder was generating data using

hf://datasets/weihao1115/pep_affibody_mint/libA/train_enrichment.csv (at revision d68ec5fa31d08452657df0c9734d765f042ae31a), ['hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_enrichment.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_nopseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_pseudo.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_pseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_enrichment.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_nopseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_nopseudo_1to1_v2.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo_v2.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
              hla: string
              peptide: string
              affibody: string
              count: int64
              enrichment: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 827
              to
              {'hla': Value('string'), 'peptide': Value('string'), 'affibody': Value('string'), 'count': Value('int64')}
              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 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                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 1 new columns ({'enrichment'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/weihao1115/pep_affibody_mint/libA/train_enrichment.csv (at revision d68ec5fa31d08452657df0c9734d765f042ae31a), ['hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_enrichment.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_nopseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_pseudo.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libA/train_fold_enrichment_freqmean_pseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_enrichment.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_nopseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_nopseudo_1to1_v2.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo_1to1.csv', 'hf://datasets/weihao1115/pep_affibody_mint@d68ec5fa31d08452657df0c9734d765f042ae31a/libB/train_fold_enrichment_freqmean_pseudo_v2.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)