Datasets:

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sdeangroup

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NavigatingSensitivity

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Sarah Dean's Group 4

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 47 new columns ({'n_hits', 'body-shaming', 'pornography', 'miscarriage', 'log_kudos', 'ableism', 'incest', 'log_hits', 'abusive-language', 'other-discrimination', 'homophobia', 'other-pregnancy', 'kidnapping', 'warnings_fine_open', 'abuse', 'n_users', 'sexual-abuse', 'classism', 'log_users', 'sexism', 'racism', 'n_kudos', 'violence', 'religious-discrimination', 'other-medical', 'abortion', 'child-abuse', 'other-abuse', 'other-mental-health', 'procedures', 'death', 'self-harm', 'blood-gore', 'mental-illness', 'other-sexual', 'warnings_coarse_open', 'collective-violence', 'dysmorphia', 'users', 'animal-abuse', 'childbirth', 'transphobia', 'addiction', 'warnings_fine_closed', 'warnings_coarse_closed', 'suicide', 'other-aggression'}) and 1 missing columns ({'user_id'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sdeangroup/NavigatingSensitivity/ao3_sensitivity_table.csv (at revision ca339b1c8f0652d4f22a5b41fe60c98578e63917), ['hf://datasets/sdeangroup/NavigatingSensitivity@ca339b1c8f0652d4f22a5b41fe60c98578e63917/ao3_interaction_table.csv', 'hf://datasets/sdeangroup/NavigatingSensitivity@ca339b1c8f0652d4f22a5b41fe60c98578e63917/ao3_sensitivity_table.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 795, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              work_id: int64
              n_hits: int64
              n_kudos: int64
              warnings_fine_open: string
              warnings_fine_closed: string
              warnings_coarse_open: string
              warnings_coarse_closed: string
              users: string
              n_users: int64
              log_hits: double
              log_users: double
              log_kudos: double
              other-mental-health: int64
              child-abuse: int64
              abuse: int64
              pornography: int64
              other-medical: int64
              abusive-language: int64
              other-sexual: int64
              violence: int64
              sexual-abuse: int64
              death: int64
              suicide: int64
              other-aggression: int64
              mental-illness: int64
              childbirth: int64
              homophobia: int64
              other-pregnancy: int64
              self-harm: int64
              blood-gore: int64
              other-discrimination: int64
              ableism: int64
              procedures: int64
              addiction: int64
              collective-violence: int64
              sexism: int64
              kidnapping: int64
              classism: int64
              other-abuse: int64
              abortion: int64
              racism: int64
              incest: int64
              dysmorphia: int64
              animal-abuse: int64
              transphobia: int64
              miscarriage: int64
              religious-discrimination: int64
              body-shaming: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 6163
              to
              {'Unnamed: 0': Value('int64'), 'user_id': Value('int64'), 'work_id': 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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 47 new columns ({'n_hits', 'body-shaming', 'pornography', 'miscarriage', 'log_kudos', 'ableism', 'incest', 'log_hits', 'abusive-language', 'other-discrimination', 'homophobia', 'other-pregnancy', 'kidnapping', 'warnings_fine_open', 'abuse', 'n_users', 'sexual-abuse', 'classism', 'log_users', 'sexism', 'racism', 'n_kudos', 'violence', 'religious-discrimination', 'other-medical', 'abortion', 'child-abuse', 'other-abuse', 'other-mental-health', 'procedures', 'death', 'self-harm', 'blood-gore', 'mental-illness', 'other-sexual', 'warnings_coarse_open', 'collective-violence', 'dysmorphia', 'users', 'animal-abuse', 'childbirth', 'transphobia', 'addiction', 'warnings_fine_closed', 'warnings_coarse_closed', 'suicide', 'other-aggression'}) and 1 missing columns ({'user_id'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sdeangroup/NavigatingSensitivity/ao3_sensitivity_table.csv (at revision ca339b1c8f0652d4f22a5b41fe60c98578e63917), ['hf://datasets/sdeangroup/NavigatingSensitivity@ca339b1c8f0652d4f22a5b41fe60c98578e63917/ao3_interaction_table.csv', 'hf://datasets/sdeangroup/NavigatingSensitivity@ca339b1c8f0652d4f22a5b41fe60c98578e63917/ao3_sensitivity_table.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)