Datasets:

---

ivopersus

/

LeakProTabular

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 9 new columns ({'Longitude', 'MedInc', 'Population', 'AveOccup', 'Latitude', 'AveRooms', 'HouseAge', 'MedHouseVal', 'AveBedrms'}) and 15 missing columns ({'education', 'age', 'capital-loss', 'race', 'capital-gain', 'income', 'occupation', 'fnlwgt', 'workclass', 'relationship', 'hours-per-week', 'native-country', 'sex', 'education-num', 'marital-status'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ivopersus/LeakProTabular/regression/california_housing.csv (at revision 3f7efd23638118d4afcab18956323f9a0486dace), [/tmp/hf-datasets-cache/medium/datasets/30669423901681-config-parquet-and-info-ivopersus-LeakProTabular-be67b3b3/hub/datasets--ivopersus--LeakProTabular/snapshots/3f7efd23638118d4afcab18956323f9a0486dace/binary/adult/adult.csv (origin=hf://datasets/ivopersus/LeakProTabular@3f7efd23638118d4afcab18956323f9a0486dace/binary/adult/adult.csv), /tmp/hf-datasets-cache/medium/datasets/30669423901681-config-parquet-and-info-ivopersus-LeakProTabular-be67b3b3/hub/datasets--ivopersus--LeakProTabular/snapshots/3f7efd23638118d4afcab18956323f9a0486dace/regression/california_housing.csv (origin=hf://datasets/ivopersus/LeakProTabular@3f7efd23638118d4afcab18956323f9a0486dace/regression/california_housing.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 1800, 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 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              MedInc: double
              HouseAge: double
              AveRooms: double
              AveBedrms: double
              Population: double
              AveOccup: double
              Latitude: double
              Longitude: double
              MedHouseVal: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1326
              to
              {'age': Value('int64'), 'workclass': Value('string'), 'fnlwgt': Value('int64'), 'education': Value('string'), 'education-num': Value('int64'), 'marital-status': Value('string'), 'occupation': Value('string'), 'relationship': Value('string'), 'race': Value('string'), 'sex': Value('string'), 'capital-gain': Value('int64'), 'capital-loss': Value('int64'), 'hours-per-week': Value('int64'), 'native-country': Value('string'), 'income': Value('string')}
              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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 9 new columns ({'Longitude', 'MedInc', 'Population', 'AveOccup', 'Latitude', 'AveRooms', 'HouseAge', 'MedHouseVal', 'AveBedrms'}) and 15 missing columns ({'education', 'age', 'capital-loss', 'race', 'capital-gain', 'income', 'occupation', 'fnlwgt', 'workclass', 'relationship', 'hours-per-week', 'native-country', 'sex', 'education-num', 'marital-status'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ivopersus/LeakProTabular/regression/california_housing.csv (at revision 3f7efd23638118d4afcab18956323f9a0486dace), [/tmp/hf-datasets-cache/medium/datasets/30669423901681-config-parquet-and-info-ivopersus-LeakProTabular-be67b3b3/hub/datasets--ivopersus--LeakProTabular/snapshots/3f7efd23638118d4afcab18956323f9a0486dace/binary/adult/adult.csv (origin=hf://datasets/ivopersus/LeakProTabular@3f7efd23638118d4afcab18956323f9a0486dace/binary/adult/adult.csv), /tmp/hf-datasets-cache/medium/datasets/30669423901681-config-parquet-and-info-ivopersus-LeakProTabular-be67b3b3/hub/datasets--ivopersus--LeakProTabular/snapshots/3f7efd23638118d4afcab18956323f9a0486dace/regression/california_housing.csv (origin=hf://datasets/ivopersus/LeakProTabular@3f7efd23638118d4afcab18956323f9a0486dace/regression/california_housing.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)