Datasets:

---

AdrianM0

/

RedDB

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 2 new columns ({'level_0', 'index'}) and 1 missing columns ({'id'}).

This happened while the csv dataset builder was generating data using

hf://datasets/AdrianM0/RedDB/data_clean.csv (at revision 88416f1fe99b1669ee9a147bed0a7d257dae4035)

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
              level_0: int64
              index: int64
              Unnamed: 0: int64
              SMILES: string
              InChI: string
              solubilityAqSolPred: double
              molecularSurface: double
              reactionFieldEnergy: double
              solventAccessSurface: double
              cavityEnergy: double
              gasEnergy: double
              gasHomo: double
              gasLumo: double
              solutionEnergy: double
              solutionHomo: double
              solutionLumo: double
              nuclearRepulsionEnergy: double
              optGasEnergy: double
              optGasHomo: double
              optGasLumo: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2737
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'id': Value(dtype='int64', id=None), 'SMILES': Value(dtype='string', id=None), 'InChI': Value(dtype='string', id=None), 'solubilityAqSolPred': Value(dtype='float64', id=None), 'molecularSurface': Value(dtype='float64', id=None), 'reactionFieldEnergy': Value(dtype='float64', id=None), 'solventAccessSurface': Value(dtype='float64', id=None), 'cavityEnergy': Value(dtype='float64', id=None), 'gasEnergy': Value(dtype='float64', id=None), 'gasHomo': Value(dtype='float64', id=None), 'gasLumo': Value(dtype='float64', id=None), 'solutionEnergy': Value(dtype='float64', id=None), 'solutionHomo': Value(dtype='float64', id=None), 'solutionLumo': Value(dtype='float64', id=None), 'nuclearRepulsionEnergy': Value(dtype='float64', id=None), 'optGasEnergy': Value(dtype='float64', id=None), 'optGasHomo': Value(dtype='float64', id=None), 'optGasLumo': Value(dtype='float64', 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 1420, 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 1052, 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 2 new columns ({'level_0', 'index'}) and 1 missing columns ({'id'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/AdrianM0/RedDB/data_clean.csv (at revision 88416f1fe99b1669ee9a147bed0a7d257dae4035)
              
              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)