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The dataset generation failed because of a cast error
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 4 new columns ({'speaker', 'said', 'turn', 'heard_clean'}) and 3 missing columns ({'how_sure', 'result', 'check'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LienJ/lab12-ambient-scribe/lab12_transcript.csv (at revision bc834d9aab5cb67059f236061e4ff9eb522b1ed9), ['hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_signoff.csv', 'hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_transcript.csv', 'hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_wer_by_noise.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 1856, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 811, 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 822, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
turn: int64
speaker: string
said: string
heard_clean: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 727
to
{'check': Value('string'), 'result': Value('string'), 'how_sure': Value('string')}
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 1379, 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 956, 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 1702, 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 1858, 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 4 new columns ({'speaker', 'said', 'turn', 'heard_clean'}) and 3 missing columns ({'how_sure', 'result', 'check'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LienJ/lab12-ambient-scribe/lab12_transcript.csv (at revision bc834d9aab5cb67059f236061e4ff9eb522b1ed9), ['hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_signoff.csv', 'hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_transcript.csv', 'hf://datasets/LienJ/lab12-ambient-scribe@bc834d9aab5cb67059f236061e4ff9eb522b1ed9/lab12_wer_by_noise.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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
check string | result string | how_sure string |
|---|---|---|
chest pain recorded as ABSENT | not mentioned | heuristic |
glipizide recorded as STOPPED | ok | heuristic |
sulfa allergy recorded | ok | exact word |
clinic measurements under OBJECTIVE, not SUBJECTIVE | MIS-FILED: 148, 92, 8.1 under Subjective | exact number |
lisinopril 20 mg in the PLAN | ok | exact number |
small talk left out | LEAKED: baseball | exact word |
follow-up in 4 weeks | ok | exact words |
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