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Character-lab

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KaiToM-human-annotate

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Character-lab 7

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 1 new columns ({'Target'}) and 1 missing columns ({'Target '}).

This happened while the csv dataset builder was generating data using

hf://datasets/Character-lab/KaiToM-human-annotate/KaiTom_gendata-kj1+thai+cultural.csv (at revision 53c756b1995aec6fa4cfb52cbe4e78e630cc8834), ['hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj0+thai+cultural.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj1+en.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj1+thai+cultural.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj3+en.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj3+thai+cultural.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 765, 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 773, 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
              Setup: string
              file: double
              Lang: string
              SetID: string
              LieID: string
              ConversationID: int64
              TruthID: int64
              LieType: string
              Emotion: string
              Falsification: string
              MultipleLair: bool
              RealReasontype: bool
              Scenario: string
              Relationship: string
              SituationTopic: string
              Situation: string
              LieObjective: string
              RealReason: string
              Lie: string
              Truth: string
              Target: double
              D1: double
              D2: double
              PLACE: double
              PERSON: double
              ORGANISM: double
              ARTIFACT/OBJECT: double
              TRADITION/EVENT: double
              ORGANIZATION: double
              FOOD: double
              TIME: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3873
              to
              {'Setup': Value('string'), 'file': Value('float64'), 'Lang': Value('string'), 'SetID': Value('string'), 'LieID': Value('string'), 'ConversationID': Value('int64'), 'TruthID': Value('int64'), 'LieType': Value('string'), 'Emotion': Value('string'), 'Falsification': Value('string'), 'MultipleLair': Value('bool'), 'RealReasontype': Value('bool'), 'Scenario': Value('string'), 'Relationship': Value('string'), 'SituationTopic': Value('string'), 'Situation': Value('string'), 'LieObjective': Value('string'), 'RealReason': Value('string'), 'Lie': Value('string'), 'Truth': Value('string'), 'Target ': Value('float64'), 'D1': Value('float64'), 'D2': Value('string'), 'PLACE': Value('float64'), 'PERSON': Value('float64'), 'ORGANISM': Value('float64'), 'ARTIFACT/OBJECT': Value('float64'), 'TRADITION/EVENT': Value('float64'), 'ORGANIZATION': Value('float64'), 'FOOD': Value('float64'), 'TIME': Value('float64')}
              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 1 new columns ({'Target'}) and 1 missing columns ({'Target '}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Character-lab/KaiToM-human-annotate/KaiTom_gendata-kj1+thai+cultural.csv (at revision 53c756b1995aec6fa4cfb52cbe4e78e630cc8834), ['hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj0+thai+cultural.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj1+en.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj1+thai+cultural.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj3+en.csv', 'hf://datasets/Character-lab/KaiToM-human-annotate@53c756b1995aec6fa4cfb52cbe4e78e630cc8834/KaiTom_gendata-kj3+thai+cultural.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)