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academic-datasets

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AMMeBa

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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 ({'url', 'width', 'image_size_bytes', 'average_hash', 'colorhash', 'height', 'total_face_area', 'num_faces', 'mime', 'image_id', 'has_text', 'phash'}) and 3 missing columns ({'fact_check_title', 'fact_check_url', 'review_date'}).

This happened while the csv dataset builder was generating data using

hf://datasets/academic-datasets/AMMeBa/image_metadata.csv (at revision b9a4e82e8e00ee496df8b75101820c53a64b2440)

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/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              image_id: string
              mime: string
              height: string
              width: string
              image_size_bytes: int64
              num_faces: int64
              total_face_area: int64
              has_text: bool
              url: string
              average_hash: string
              phash: string
              colorhash: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1649
              to
              {'fact_check_url': Value(dtype='string', id=None), 'review_date': Value(dtype='string', id=None), 'fact_check_title': Value(dtype='string', id=None)}
              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 1324, 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 938, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 ({'url', 'width', 'image_size_bytes', 'average_hash', 'colorhash', 'height', 'total_face_area', 'num_faces', 'mime', 'image_id', 'has_text', 'phash'}) and 3 missing columns ({'fact_check_title', 'fact_check_url', 'review_date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/academic-datasets/AMMeBa/image_metadata.csv (at revision b9a4e82e8e00ee496df8b75101820c53a64b2440)
              
              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)