Datasets:

---

William422

/

ViSE

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 12 new columns ({'frame_count', 'video', 'a4', 'a2', 'width', 'qid', 'a3', 'a0', 'type', 'a1', 'answer', 'height'}) and 7 missing columns ({'video_id', 'id', 'answer_3', 'correct_answer', 'answer_2', 'answer_1', 'answer_4'}).

This happened while the csv dataset builder was generating data using

zip://QAs/NExTQA_multiple_choices.csv::/tmp/hf-datasets-cache/medium/datasets/40263579744054-config-parquet-and-info-William422-ViSE-338e240a/hub/datasets--William422--ViSE/snapshots/c941d81daad9de2d7c38512b022e71c545edab93/QAs.zip

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 "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              video: int64
              frame_count: int64
              width: int64
              height: int64
              question: string
              answer: int64
              qid: int64
              type: string
              a0: string
              a1: string
              a2: string
              a3: string
              a4: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1660
              to
              {'id': Value('int64'), 'question': Value('string'), 'video_id': Value('int64'), 'correct_answer': Value('string'), 'answer_1': Value('string'), 'answer_2': Value('string'), 'answer_3': Value('string'), 'answer_4': 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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1833, 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 12 new columns ({'frame_count', 'video', 'a4', 'a2', 'width', 'qid', 'a3', 'a0', 'type', 'a1', 'answer', 'height'}) and 7 missing columns ({'video_id', 'id', 'answer_3', 'correct_answer', 'answer_2', 'answer_1', 'answer_4'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://QAs/NExTQA_multiple_choices.csv::/tmp/hf-datasets-cache/medium/datasets/40263579744054-config-parquet-and-info-William422-ViSE-338e240a/hub/datasets--William422--ViSE/snapshots/c941d81daad9de2d7c38512b022e71c545edab93/QAs.zip
              
              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)