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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 1 new columns ({'Molecule\tOriginalName\tHash\tComboTanimoto\tShapeTanimoto\tColorTanimoto\tFitTverskyCombo\tFitTversky\tFitColorTversky\tRefTverskyCombo\tRefTversky\tRefColorTversky\tOverlap'}) and 1 missing columns ({'Run Name\tMean\tMedian\tCI_Lower\tCI_Upper'}). This happened while the csv dataset builder was generating data using hf://datasets/introvoyz041/Roshambo/data/notebooks/data/analysis/roshambo_decoys_CSF1R.csv (at revision 15aa28a0e5cf07beaedd782c2642cc9c500f1c54) 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 Molecule OriginalName Hash ComboTanimoto ShapeTanimoto ColorTanimoto FitTverskyCombo FitTversky FitColorTversky RefTverskyCombo RefTversky RefColorTversky Overlap: string -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 710 to {'Run Name\tMean\tMedian\tCI_Lower\tCI_Upper': Value(dtype='string', 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 1438, 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 1050, 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 1 new columns ({'Molecule\tOriginalName\tHash\tComboTanimoto\tShapeTanimoto\tColorTanimoto\tFitTverskyCombo\tFitTversky\tFitColorTversky\tRefTverskyCombo\tRefTversky\tRefColorTversky\tOverlap'}) and 1 missing columns ({'Run Name\tMean\tMedian\tCI_Lower\tCI_Upper'}). This happened while the csv dataset builder was generating data using hf://datasets/introvoyz041/Roshambo/data/notebooks/data/analysis/roshambo_decoys_CSF1R.csv (at revision 15aa28a0e5cf07beaedd782c2642cc9c500f1c54) 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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Run Name Mean Median CI_Lower CI_Upper
string |
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AUC 0.76 0.76 0.69 0.82 |
0.5% Enrichment 46.3 46.27 23.71 69.4 |
1.0% Enrichment 23.37 23.33 12.24 35.19 |
2.0% Enrichment 11.69 11.67 6.12 17.59 |
5.0% Enrichment 5.05 5.0 2.69 7.45 |
AUC 0.9 0.9 0.8 0.96 |
0.5% Enrichment 73.86 73.68 34.78 112.01 |
1.0% Enrichment 37.08 37.04 17.39 56.25 |
2.0% Enrichment 21.11 21.15 11.36 31.25 |
5.0% Enrichment 12.64 12.67 8.57 16.25 |
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