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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 2 new columns ({'m', 'upper_bound_cbapo_thm_5_7'}) and 3 missing columns ({'short_cot_correct_on_hard_instance', 'upper_bound_cbapo_thm_5_6', 'short_cot_tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/AceVikings/18911-repro-outputs/claim2.json (at revision b697f4f6baca42a973cb9aca2dd6c35d9a231ceb), ['hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim1.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim2.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim3.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim4.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/summary.json'], ['hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim1.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim2.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim3.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim4.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/summary.json']
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 1837, 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 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
n: int64
m: int64
tokens_worst_case_cbapo: int64
tokens_worst_case_correct: bool
tokens_mean_random: double
lower_bound_info_theoretic: int64
upper_bound_cbapo_thm_5_7: int64
to
{'n': Value('int64'), 'tokens_worst_case_cbapo': Value('int64'), 'tokens_worst_case_correct': Value('bool'), 'tokens_mean_random': Value('float64'), 'short_cot_tokens': Value('int64'), 'short_cot_correct_on_hard_instance': Value('bool'), 'lower_bound_info_theoretic': Value('int64'), 'upper_bound_cbapo_thm_5_6': 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 1683, 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 1839, 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 2 new columns ({'m', 'upper_bound_cbapo_thm_5_7'}) and 3 missing columns ({'short_cot_correct_on_hard_instance', 'upper_bound_cbapo_thm_5_6', 'short_cot_tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/AceVikings/18911-repro-outputs/claim2.json (at revision b697f4f6baca42a973cb9aca2dd6c35d9a231ceb), ['hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim1.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim2.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim3.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim4.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/summary.json'], ['hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim1.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim2.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim3.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/claim4.json', 'hf://datasets/AceVikings/18911-repro-outputs@b697f4f6baca42a973cb9aca2dd6c35d9a231ceb/summary.json']
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.
n int64 | tokens_worst_case_cbapo int64 | tokens_worst_case_correct bool | tokens_mean_random float64 | short_cot_tokens int64 | short_cot_correct_on_hard_instance bool | lower_bound_info_theoretic int64 | upper_bound_cbapo_thm_5_6 int64 |
|---|---|---|---|---|---|---|---|
10 | 11 | true | 11 | 1 | false | 10 | 20 |
50 | 51 | true | 51 | 1 | false | 50 | 100 |
100 | 101 | true | 101 | 1 | false | 100 | 200 |
500 | 501 | true | 501 | 1 | false | 500 | 1,000 |
1,000 | 1,001 | true | 1,001 | 1 | false | 1,000 | 2,000 |
10 | 10 | true | 10 | null | null | 10 | null |
50 | 50 | true | 50 | null | null | 50 | null |
100 | 100 | true | 100 | null | null | 100 | null |
500 | 500 | true | 500 | null | null | 500 | null |
1,000 | 1,000 | true | 1,000 | null | null | 1,000 | null |
10 | null | null | 8.5 | null | null | 30 | null |
20 | null | null | 22.15 | null | null | 60 | null |
50 | null | null | 52.35 | null | null | 150 | null |
100 | null | null | 145.75 | null | null | 300 | null |
200 | null | null | 165.85 | null | null | 600 | null |
100 | null | null | null | null | null | null | null |
1,000 | null | null | null | null | null | null | null |
10,000 | null | null | null | null | null | null | null |
100,000 | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null |
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