Datasets:

---

Mohith202

/

regions_output

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 6 new columns ({'model_id', 'regressor_z_path', 'n_features', 'layer_idx', 'hrf_model', 'model_slug'}) and 3 missing columns ({'n_voxels', 'bold_z_path', 'subject'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Mohith202/regions_output/a1_core_roi_subset/si_test/bootstrap_view/alignment_regressor_summary.csv (at revision 81281d905d6d20d11e2469c2ce64451f8f81eeb7), ['hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/alignment_bold_summary.csv', 'hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/alignment_regressor_summary.csv', 'hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/protocol_c_cross_subject_folds.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              model_id: string
              model_slug: string
              run: int64
              tr_seconds: double
              n_volumes_raw: int64
              n_tr_aligned: int64
              layer_idx: int64
              n_features: int64
              trim_start_tr: int64
              trim_end_tr: int64
              hrf_model: string
              regressor_z_path: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1689
              to
              {'subject': Value('string'), 'run': Value('int64'), 'tr_seconds': Value('float64'), 'n_volumes_raw': Value('int64'), 'n_tr_aligned': Value('int64'), 'n_voxels': Value('int64'), 'trim_start_tr': Value('int64'), 'trim_end_tr': Value('int64'), 'bold_z_path': 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 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 1646, 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 1802, 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 6 new columns ({'model_id', 'regressor_z_path', 'n_features', 'layer_idx', 'hrf_model', 'model_slug'}) and 3 missing columns ({'n_voxels', 'bold_z_path', 'subject'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Mohith202/regions_output/a1_core_roi_subset/si_test/bootstrap_view/alignment_regressor_summary.csv (at revision 81281d905d6d20d11e2469c2ce64451f8f81eeb7), ['hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/alignment_bold_summary.csv', 'hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/alignment_regressor_summary.csv', 'hf://datasets/Mohith202/regions_output@81281d905d6d20d11e2469c2ce64451f8f81eeb7/a1_core_roi_subset/si_test/bootstrap_view/protocol_c_cross_subject_folds.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)