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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 52 new columns ({'n_iterations', 'presample_diff_wer', '2sided_ttest_cer_p', '1sided_ttest_wer_stat', 'cer_diff_rel_mean', 'overall_cer', 'overall_diff_cer', 'split', 'wer_diff_rel_std', '1sided_ttest_cer_stat', 'target_col', 'presample_maj_cer', 'presample_diff_cer', 'wer_diff_std', 'presample_wer', 'minority_perc_sampled', 'cer_diff_rel_std', 'mean_maj_cer', 'overall_maj_cer', 'cer_diff_std', 'presample_cer', 'subsample_size', 'overall_maj_wer', 'cer_diff_mean', 'overall_min_cer', 'model_id', 'overall_min_wer', 'presample_min_cer', '1sided_ttest_wer_p', '2sided_ttest_cer_stat', 'mean_min_wer', 'wer_diff_mean', 'eval_metric', 'mean_maj_wer', 'mean_subsample_cer', 'overall_wer', 'mean_subsample_wer', 'lang', 'overall_diff_wer', 'presample_maj_wer', 'wer_diff_rel_mean', 'minority_accept_percentile', '2sided_ttest_wer_stat', '2sided_ttest_wer_p', 'overall_sample_size', 'minority_group', '1sided_ttest_cer_p', 'majority_group', 'presample_min_wer', 'dataset_id', 'mean_min_cer', 'largest_group'}) and 2 missing columns ({'reference', 'transcription'}).
This happened while the json dataset builder was generating data using
hf://datasets/g8a9/fair-asr-results/evaluation/cv_17/results_FBK-MT--fama-medium-asr_cv_17_devtest_en_gender_male_masculine_female_feminine.json (at revision eb197226706fb14fed40860561709c0cd324c6ed)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
model_id: string
dataset_id: string
lang: string
split: string
minority_group: string
majority_group: string
target_col: string
eval_metric: string
presample_wer: double
presample_cer: double
presample_maj_wer: double
presample_maj_cer: double
presample_min_wer: double
presample_min_cer: double
presample_diff_wer: double
presample_diff_cer: double
largest_group: string
overall_wer: double
overall_cer: double
overall_maj_wer: double
overall_maj_cer: double
overall_min_wer: double
overall_min_cer: double
overall_diff_wer: double
overall_diff_cer: double
overall_sample_size: int64
mean_maj_wer: double
mean_min_wer: double
mean_maj_cer: double
mean_min_cer: double
wer_diff_mean: double
wer_diff_std: double
wer_diff_rel_mean: double
wer_diff_rel_std: double
cer_diff_mean: double
cer_diff_std: double
cer_diff_rel_mean: double
cer_diff_rel_std: double
subsample_size: int64
mean_subsample_wer: double
mean_subsample_cer: double
1sided_ttest_wer_p: double
1sided_ttest_wer_stat: double
1sided_ttest_cer_p: double
1sided_ttest_cer_stat: double
2sided_ttest_wer_p: double
2sided_ttest_wer_stat: double
2sided_ttest_cer_p: double
2sided_ttest_cer_stat: double
minority_accept_percentile: int64
n_iterations: int64
minority_perc_sampled: double
to
{'reference': Value('int64'), 'transcription': 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 1456, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 52 new columns ({'n_iterations', 'presample_diff_wer', '2sided_ttest_cer_p', '1sided_ttest_wer_stat', 'cer_diff_rel_mean', 'overall_cer', 'overall_diff_cer', 'split', 'wer_diff_rel_std', '1sided_ttest_cer_stat', 'target_col', 'presample_maj_cer', 'presample_diff_cer', 'wer_diff_std', 'presample_wer', 'minority_perc_sampled', 'cer_diff_rel_std', 'mean_maj_cer', 'overall_maj_cer', 'cer_diff_std', 'presample_cer', 'subsample_size', 'overall_maj_wer', 'cer_diff_mean', 'overall_min_cer', 'model_id', 'overall_min_wer', 'presample_min_cer', '1sided_ttest_wer_p', '2sided_ttest_cer_stat', 'mean_min_wer', 'wer_diff_mean', 'eval_metric', 'mean_maj_wer', 'mean_subsample_cer', 'overall_wer', 'mean_subsample_wer', 'lang', 'overall_diff_wer', 'presample_maj_wer', 'wer_diff_rel_mean', 'minority_accept_percentile', '2sided_ttest_wer_stat', '2sided_ttest_wer_p', 'overall_sample_size', 'minority_group', '1sided_ttest_cer_p', 'majority_group', 'presample_min_wer', 'dataset_id', 'mean_min_cer', 'largest_group'}) and 2 missing columns ({'reference', 'transcription'}).
This happened while the json dataset builder was generating data using
hf://datasets/g8a9/fair-asr-results/evaluation/cv_17/results_FBK-MT--fama-medium-asr_cv_17_devtest_en_gender_male_masculine_female_feminine.json (at revision eb197226706fb14fed40860561709c0cd324c6ed)
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.
reference
int64 | transcription
int64 |
|---|---|
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
-1 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
-1 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
-1 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
-1 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
-1 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
0 | 0 |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
null | null |
End of preview.
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