Datasets:

---

quinnlue

/

mwer-hypos

like 0

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 25 new columns ({'weighted_top1_wer', 'num_unique_wer', 'oracle_pred', 'top1_pred', 'top1_is_best', 'len', 'num_unique_hypotheses', 'ess_uniform', 'top1_wer', 'weighted_oracle_wer', 'mode_collapse', 'num_hypotheses', 'expected_uniform_wer', 'wer_var', 'Unnamed: 0', 'identical_wer_rate', 'duplicate_rate', 'oracle_wer', 'reference', 'gradient_signal_uniform', 'oracle_diff', 'wer_std', 'oracle_gap', 'all_wers_same', 'preds'}) and 9 missing columns ({'filesize_bytes', 'age_bucket', 'iter', 'md5_hash', 'audio_duration_sec', 'pred', 'child_id', 'session_id', 'orthographic_text'}).

This happened while the csv dataset builder was generating data using

hf://datasets/quinnlue/mwer-hypos/mwer_exs.csv (at revision 08bdfe310591067c196beb6d2ca17c1bfc1997a4), [/tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/8_samples.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/8_samples.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/beam-search.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/beam-search.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/mwer_exs.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/mwer_exs.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/results.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/results.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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              utterance_id: string
              num_hypotheses: int64
              num_unique_hypotheses: int64
              duplicate_rate: double
              num_unique_wer: int64
              identical_wer_rate: double
              top1_pred: string
              top1_wer: double
              oracle_pred: string
              oracle_wer: double
              oracle_gap: double
              oracle_diff: bool
              top1_is_best: bool
              wer_var: double
              wer_std: double
              expected_uniform_wer: double
              gradient_signal_uniform: double
              ess_uniform: double
              mode_collapse: bool
              all_wers_same: bool
              reference: string
              preds: string
              len: int64
              weighted_oracle_wer: double
              weighted_top1_wer: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3482
              to
              {'utterance_id': Value('string'), 'child_id': Value('string'), 'session_id': Value('string'), 'audio_duration_sec': Value('float64'), 'age_bucket': Value('string'), 'md5_hash': Value('string'), 'filesize_bytes': Value('int64'), 'orthographic_text': Value('string'), 'pred': Value('string'), 'iter': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, 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 25 new columns ({'weighted_top1_wer', 'num_unique_wer', 'oracle_pred', 'top1_pred', 'top1_is_best', 'len', 'num_unique_hypotheses', 'ess_uniform', 'top1_wer', 'weighted_oracle_wer', 'mode_collapse', 'num_hypotheses', 'expected_uniform_wer', 'wer_var', 'Unnamed: 0', 'identical_wer_rate', 'duplicate_rate', 'oracle_wer', 'reference', 'gradient_signal_uniform', 'oracle_diff', 'wer_std', 'oracle_gap', 'all_wers_same', 'preds'}) and 9 missing columns ({'filesize_bytes', 'age_bucket', 'iter', 'md5_hash', 'audio_duration_sec', 'pred', 'child_id', 'session_id', 'orthographic_text'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/quinnlue/mwer-hypos/mwer_exs.csv (at revision 08bdfe310591067c196beb6d2ca17c1bfc1997a4), [/tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/8_samples.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/8_samples.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/beam-search.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/beam-search.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/mwer_exs.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/mwer_exs.csv), /tmp/hf-datasets-cache/medium/datasets/30463613955819-config-parquet-and-info-quinnlue-mwer-hypos-b04e1fee/hub/datasets--quinnlue--mwer-hypos/snapshots/08bdfe310591067c196beb6d2ca17c1bfc1997a4/results.csv (origin=hf://datasets/quinnlue/mwer-hypos@08bdfe310591067c196beb6d2ca17c1bfc1997a4/results.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)