Datasets:

sophieb

/

dynamically_generated_hate_speech_dataset

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 43 new columns ({'NoTargetRecorded', 'working', 'indig', 'african', 'immig', 'jew', 'old', 'trav', 'trans', 'hitler', 'arab', 'hispanic', 'muswom', 'ethnic minority', 'ref', 'nazi', 'east', 'south', 'non-white', 'pak', 'none', 'gaywom', 'chinese', 'gayman', 'other', 'mixed', 'asiwom', 'mus', 'gendermin', 'blawom', 'blaman', 'for', 'wom', 'pol', 'eastern european', 'indigwom', 'gay', 'dis', 'asi', 'asylum', 'bla', 'bis', 'russian'}) and 10 missing columns ({'split', 'status', 'label', 'annotator', 'Unnamed: 0', 'text', 'model_wrong', 'db.model_preds', 'round', 'type'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sophieb/dynamically_generated_hate_speech_dataset/2020-12-31-DynamicallyGeneratedHateDataset-targets-v0.1.csv (at revision eebfc857e775f10513dd739c355e326937d58de9)

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
              id: string
              none: int64
              dis: int64
              bla: int64
              trav: int64
              jew: int64
              mus: int64
              trans: int64
              indig: int64
              immig: int64
              for: int64
              blaman: int64
              gayman: int64
              east: int64
              south: int64
              mixed: int64
              gendermin: int64
              gay: int64
              gaywom: int64
              arab: int64
              wom: int64
              chinese: int64
              ref: int64
              asylum: int64
              blawom: int64
              asiwom: int64
              muswom: int64
              non-white: int64
              hispanic: int64
              bis: int64
              ethnic minority: int64
              nazi: int64
              asi: int64
              pak: int64
              pol: int64
              eastern european: int64
              working: int64
              african: int64
              russian: int64
              indigwom: int64
              old: int64
              hitler: int64
              NoTargetRecorded: int64
              other: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5030
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'id': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'label': Value(dtype='string', id=None), 'type': Value(dtype='string', id=None), 'model_wrong': Value(dtype='bool', id=None), 'db.model_preds': Value(dtype='float64', id=None), 'status': Value(dtype='string', id=None), 'round': Value(dtype='string', id=None), 'split': Value(dtype='string', id=None), 'annotator': 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 1321, 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 935, 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 43 new columns ({'NoTargetRecorded', 'working', 'indig', 'african', 'immig', 'jew', 'old', 'trav', 'trans', 'hitler', 'arab', 'hispanic', 'muswom', 'ethnic minority', 'ref', 'nazi', 'east', 'south', 'non-white', 'pak', 'none', 'gaywom', 'chinese', 'gayman', 'other', 'mixed', 'asiwom', 'mus', 'gendermin', 'blawom', 'blaman', 'for', 'wom', 'pol', 'eastern european', 'indigwom', 'gay', 'dis', 'asi', 'asylum', 'bla', 'bis', 'russian'}) and 10 missing columns ({'split', 'status', 'label', 'annotator', 'Unnamed: 0', 'text', 'model_wrong', 'db.model_preds', 'round', 'type'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sophieb/dynamically_generated_hate_speech_dataset/2020-12-31-DynamicallyGeneratedHateDataset-targets-v0.1.csv (at revision eebfc857e775f10513dd739c355e326937d58de9)
              
              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)