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fair-asr-results

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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 ({'minority_perc_sampled', 'mean_maj_wer', 'overall_cer', '1sided_ttest_wer_p', 'presample_maj_wer', 'minority_accept_percentile', 'cer_diff_rel_mean', 'presample_wer', 'n_iterations', 'overall_maj_cer', 'presample_diff_cer', 'minority_group', 'overall_diff_cer', 'dataset_id', 'largest_group', 'overall_maj_wer', 'lang', 'target_col', 'mean_subsample_wer', 'eval_metric', 'mean_min_cer', '2sided_ttest_wer_stat', '1sided_ttest_cer_p', 'subsample_size', 'wer_diff_rel_std', '2sided_ttest_wer_p', 'cer_diff_rel_std', 'overall_sample_size', 'overall_wer', 'cer_diff_std', '2sided_ttest_cer_p', 'overall_min_wer', '1sided_ttest_wer_stat', 'mean_subsample_cer', 'cer_diff_mean', 'wer_diff_mean', 'wer_diff_rel_mean', 'mean_maj_cer', 'overall_diff_wer', 'mean_min_wer', 'wer_diff_std', 'split', '1sided_ttest_cer_stat', 'model_id', 'presample_min_cer', '2sided_ttest_cer_stat', 'presample_min_wer', 'presample_diff_wer', 'presample_maj_cer', 'presample_cer', 'overall_min_cer', 'majority_group'}) and 2 missing columns ({'transcription', 'reference'}).

This happened while the json dataset builder was generating data using

hf://datasets/g8a9/fair-asr-results/evaluation/cv_17/results_facebook--seamless-m4t-v2-large_cv_17_devtest_ar_gender_male_masculine_female_feminine.json (at revision ed3004a7a0174326af8e883ec4a2e678e214728c)

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 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, 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(dtype='int64', id=None), 'transcription': Value(dtype='int64', 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 1417, 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 1049, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 ({'minority_perc_sampled', 'mean_maj_wer', 'overall_cer', '1sided_ttest_wer_p', 'presample_maj_wer', 'minority_accept_percentile', 'cer_diff_rel_mean', 'presample_wer', 'n_iterations', 'overall_maj_cer', 'presample_diff_cer', 'minority_group', 'overall_diff_cer', 'dataset_id', 'largest_group', 'overall_maj_wer', 'lang', 'target_col', 'mean_subsample_wer', 'eval_metric', 'mean_min_cer', '2sided_ttest_wer_stat', '1sided_ttest_cer_p', 'subsample_size', 'wer_diff_rel_std', '2sided_ttest_wer_p', 'cer_diff_rel_std', 'overall_sample_size', 'overall_wer', 'cer_diff_std', '2sided_ttest_cer_p', 'overall_min_wer', '1sided_ttest_wer_stat', 'mean_subsample_cer', 'cer_diff_mean', 'wer_diff_mean', 'wer_diff_rel_mean', 'mean_maj_cer', 'overall_diff_wer', 'mean_min_wer', 'wer_diff_std', 'split', '1sided_ttest_cer_stat', 'model_id', 'presample_min_cer', '2sided_ttest_cer_stat', 'presample_min_wer', 'presample_diff_wer', 'presample_maj_cer', 'presample_cer', 'overall_min_cer', 'majority_group'}) and 2 missing columns ({'transcription', 'reference'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/g8a9/fair-asr-results/evaluation/cv_17/results_facebook--seamless-m4t-v2-large_cv_17_devtest_ar_gender_male_masculine_female_feminine.json (at revision ed3004a7a0174326af8e883ec4a2e678e214728c)
              
              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
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-1
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-1
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