Datasets:

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bengaliAI

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BFCL

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Bengali.AI 25

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 7 new columns ({'usage', 'model', 'object', 'choices', 'system_fingerprint', 'id', 'created'}) and 2 missing columns ({'question', 'function'}).

This happened while the json dataset builder was generating data using

hf://datasets/bengaliAI/BFCL/BFCL_v3_chatable/api_responses/response_0.json (at revision 67ba5846000fbf9dc581439b93bcaf79ada02ff8)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              id: string
              object: string
              created: int64
              model: string
              choices: list<item: struct<index: int64, message: struct<role: string, content: string, refusal: null>, logprobs: null, finish_reason: string>>
                child 0, item: struct<index: int64, message: struct<role: string, content: string, refusal: null>, logprobs: null, finish_reason: string>
                    child 0, index: int64
                    child 1, message: struct<role: string, content: string, refusal: null>
                        child 0, role: string
                        child 1, content: string
                        child 2, refusal: null
                    child 2, logprobs: null
                    child 3, finish_reason: string
              usage: struct<prompt_tokens: int64, completion_tokens: int64, total_tokens: int64, prompt_tokens_details: struct<cached_tokens: int64, audio_tokens: int64>, completion_tokens_details: struct<reasoning_tokens: int64, audio_tokens: int64, accepted_prediction_tokens: int64, rejected_prediction_tokens: int64>>
                child 0, prompt_tokens: int64
                child 1, completion_tokens: int64
                child 2, total_tokens: int64
                child 3, prompt_tokens_details: struct<cached_tokens: int64, audio_tokens: int64>
                    child 0, cached_tokens: int64
                    child 1, audio_tokens: int64
                child 4, completion_tokens_details: struct<reasoning_tokens: int64, audio_tokens: int64, accepted_prediction_tokens: int64, rejected_prediction_tokens: int64>
                    child 0, reasoning_tokens: int64
                    child 1, audio_tokens: int64
                    child 2, accepted_prediction_tokens: int64
                    child 3, rejected_prediction_tokens: int64
              system_fingerprint: string
              to
              {'question': Value(dtype='string', id=None), 'function': 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 1436, 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 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 7 new columns ({'usage', 'model', 'object', 'choices', 'system_fingerprint', 'id', 'created'}) and 2 missing columns ({'question', 'function'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/bengaliAI/BFCL/BFCL_v3_chatable/api_responses/response_0.json (at revision 67ba5846000fbf9dc581439b93bcaf79ada02ff8)
              
              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)