Datasets:

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Ganesh01kumar02reddy

/

Model_Bias

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 14 new columns ({'dataset', 'score_B', 'max_single', 'abs_score_A', 'axis_B', 'axis_A', 'score_A', 'sign_consistent', 'IAS', 'score_AB', 'abs_score_B', 'method', 'pair', 'ias_flag'}) and 5 missing columns ({'condition', 'mean_r2', 'real_r2', 'p_value', 'std_r2'}).

This happened while the csv dataset builder was generating data using

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/tmp/hf-datasets-cache/medium/datasets/31818433447214-config-parquet-and-info-Ganesh01kumar02reddy-Mode-b3d6be70/hub/datasets--Ganesh01kumar02reddy--Model_Bias/snapshots/9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_global_multimodel.csv (origin=hf://datasets/Ganesh01kumar02reddy/Model_Bias@9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_global_multimodel.csv), /tmp/hf-datasets-cache/medium/datasets/31818433447214-config-parquet-and-info-Ganesh01kumar02reddy-Mode-b3d6be70/hub/datasets--Ganesh01kumar02reddy--Model_Bias/snapshots/9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_method_multimodel.csv (origin=hf://datasets/Ganesh01kumar02reddy/Model_Bias@9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_method_multimodel.csv), /tmp/hf-datasets-cache/medium/datasets/31818433447214-config-parquet-and-info-Ganesh01kumar02reddy-Mode-b3d6be70/hub/datasets--Ganesh01kumar02reddy--Model_Bias/snapshots/9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_model_multimodel.csv (origin=hf://datasets/Ganesh01kumar02reddy/Model_Bias@9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_model_multimodel.csv), /tmp/hf-datasets-cache/medium/datasets/31818433447214-config-parquet-and-info-Ganesh01kumar02reddy-Mode-b3d6be70/hub/datasets--Ganesh01kumar02reddy--Model_Bias/snapshots/9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_pair_multimodel.csv (origin=hf://datasets/Ganesh01kumar02reddy/Model_Bias@9488500c6adb6ab57c39fae25fbfddd7e0e2dd81/results/spearman_pair_multimodel.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 1837, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              method: string
              model: string
              dataset: string
              pair: string
              axis_A: string
              axis_B: string
              score_A: double
              score_B: double
              score_AB: double
              abs_score_A: double
              abs_score_B: double
              max_single: double
              IAS: double
              sign_consistent: bool
              ias_flag: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1991
              to
              {'model': Value('string'), 'condition': Value('string'), 'mean_r2': Value('float64'), 'std_r2': Value('float64'), 'real_r2': Value('float64'), 'p_value': Value('float64')}
              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 1348, 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 890, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 14 new columns ({'dataset', 'score_B', 'max_single', 'abs_score_A', 'axis_B', 'axis_A', 'score_A', 'sign_consistent', 'IAS', 'score_AB', 'abs_score_B', 'method', 'pair', 'ias_flag'}) and 5 missing columns ({'condition', 'mean_r2', 'real_r2', 'p_value', 'std_r2'}).
              
              This happened while the csv dataset builder was generating data using
              
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              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)