Datasets:
Herrprofessor
/
Neon-Slab-Datasets

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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 7 new columns ({'real', 'forward_flux', 'backward_flux', 'position', 'phase', 'intensity', 'imag'}) and 10 missing columns ({'epsilon_real', 'split', 'design_id', 'scalar_summary_path', 'reference_residual_mean', 'epsilon_imag', 'wavelength', 'reference_residual_max', 'centerline_path', 'thickness'}).

This happened while the csv dataset builder was generating data using

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/tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/epsilon_imag.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/epsilon_imag.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/epsilon_real.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/epsilon_real.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/field_imag.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/field_imag.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/field_real.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/field_real.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/intensity.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/intensity.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/left_monitor.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/left_monitor.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/right_monitor.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/right_monitor.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/summary.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/summary.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/x_coordinates.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/x_coordinates.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/y_coordinates.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/raw_scalar/ood_probe/reference_cases/lambda_0_960000/y_coordinates.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
              position: double
              real: double
              imag: double
              intensity: double
              phase: double
              forward_flux: double
              backward_flux: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1078
              to
              {'design_id': Value('string'), 'split': Value('string'), 'wavelength': Value('float64'), 'thickness': Value('float64'), 'epsilon_real': Value('float64'), 'epsilon_imag': Value('float64'), 'scalar_summary_path': Value('string'), 'centerline_path': Value('string'), 'reference_residual_mean': Value('float64'), 'reference_residual_max': 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 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 7 new columns ({'real', 'forward_flux', 'backward_flux', 'position', 'phase', 'intensity', 'imag'}) and 10 missing columns ({'epsilon_real', 'split', 'design_id', 'scalar_summary_path', 'reference_residual_mean', 'epsilon_imag', 'wavelength', 'reference_residual_max', 'centerline_path', 'thickness'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Herrprofessor/Neon-Slab-Datasets/raw_scalar/in_domain/cases/design_0000/lambda_0_720000/centerline.csv (at revision af66dda1e4fb3b72de8651287ddba53a0ba66069), [/tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/benchmark_hybrid/in_domain/samples.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/benchmark_hybrid/in_domain/samples.csv), /tmp/hf-datasets-cache/medium/datasets/54998936929654-config-parquet-and-info-Herrprofessor-Neon-Slab-D-9a5d23b2/hub/datasets--Herrprofessor--Neon-Slab-Datasets/snapshots/af66dda1e4fb3b72de8651287ddba53a0ba66069/benchmark_hybrid/ood_probe/samples.csv (origin=hf://datasets/Herrprofessor/Neon-Slab-Datasets@af66dda1e4fb3b72de8651287ddba53a0ba66069/benchmark_hybrid/ood_probe/samples.csv), 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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)

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string
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output/ai/slab_family_dataset/cases/design_0016/lambda_0_800000/summary.csv
output/ai/slab_family_dataset/cases/design_0016/lambda_0_800000/centerline.csv
0.037877
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design_0016
train
0.84
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3.199284
0
output/ai/slab_family_dataset/cases/design_0016/lambda_0_840000/summary.csv
output/ai/slab_family_dataset/cases/design_0016/lambda_0_840000/centerline.csv
0.030879
0.050247
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