Datasets:

---

gauravt

/

data

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 15 new columns ({'fnlwgt', 'race', 'marital-status', 'occupation', 'education', 'sex', 'capital-gain', 'workclass', 'age', 'native-country', 'income', 'education-num', 'hours-per-week', 'capital-loss', 'relationship'}) and 30 missing columns ({'LBXHCT', 'LBXRBCSI', 'LBXRDW', 'LBXHGB', 'LBXPLTSI', 'RIAGENDR', 'LBDNENO', 'LBXMPSI', 'LBDEONO', 'WTSAF2YR', 'LBDBANO', 'LBDLDL', 'RIDAGEYR', 'BPD', 'BPACSZ', 'Unnamed: 0', 'Disease', 'LBXWBCSI', 'LBXMC', 'LBDMONO', 'LBDHDD', 'LBXMCVSI', 'LBXMCHSI', 'SEQN', 'BMXBMI', 'BPXPLS', 'BPXML1', 'LBXTR', 'BPS', 'LBDLYMNO'}).

This happened while the csv dataset builder was generating data using

hf://datasets/gauravt/data/adult.csv (at revision de019a20669523baf54fccbafc1fdfece3b7bbc3)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              age: int64
              workclass: string
              fnlwgt: int64
              education: string
              education-num: int64
              marital-status: string
              occupation: string
              relationship: string
              race: string
              sex: string
              capital-gain: int64
              capital-loss: int64
              hours-per-week: int64
              native-country: string
              income: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2027
              to
              {'Unnamed: 0': Value(dtype='int64', id=None), 'SEQN': Value(dtype='int64', id=None), 'BMXBMI': Value(dtype='float64', id=None), 'BPACSZ': Value(dtype='float64', id=None), 'BPXPLS': Value(dtype='float64', id=None), 'BPXML1': Value(dtype='float64', id=None), 'LBDHDD': Value(dtype='float64', id=None), 'LBXWBCSI': Value(dtype='float64', id=None), 'LBDLYMNO': Value(dtype='float64', id=None), 'LBDMONO': Value(dtype='float64', id=None), 'LBDNENO': Value(dtype='float64', id=None), 'LBDEONO': Value(dtype='float64', id=None), 'LBDBANO': Value(dtype='float64', id=None), 'LBXRBCSI': Value(dtype='float64', id=None), 'LBXHGB': Value(dtype='float64', id=None), 'LBXHCT': Value(dtype='float64', id=None), 'LBXMCVSI': Value(dtype='float64', id=None), 'LBXMCHSI': Value(dtype='float64', id=None), 'LBXMC': Value(dtype='float64', id=None), 'LBXRDW': Value(dtype='float64', id=None), 'LBXPLTSI': Value(dtype='float64', id=None), 'LBXMPSI': Value(dtype='float64', id=None), 'WTSAF2YR': Value(dtype='float64', id=None), 'LBXTR': Value(dtype='float64', id=None), 'LBDLDL': Value(dtype='float64', id=None), 'RIAGENDR': Value(dtype='int64', id=None), 'RIDAGEYR': Value(dtype='float64', id=None), 'Disease': Value(dtype='int64', id=None), 'BPS': Value(dtype='float64', id=None), 'BPD': 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 1436, 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 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 15 new columns ({'fnlwgt', 'race', 'marital-status', 'occupation', 'education', 'sex', 'capital-gain', 'workclass', 'age', 'native-country', 'income', 'education-num', 'hours-per-week', 'capital-loss', 'relationship'}) and 30 missing columns ({'LBXHCT', 'LBXRBCSI', 'LBXRDW', 'LBXHGB', 'LBXPLTSI', 'RIAGENDR', 'LBDNENO', 'LBXMPSI', 'LBDEONO', 'WTSAF2YR', 'LBDBANO', 'LBDLDL', 'RIDAGEYR', 'BPD', 'BPACSZ', 'Unnamed: 0', 'Disease', 'LBXWBCSI', 'LBXMC', 'LBDMONO', 'LBDHDD', 'LBXMCVSI', 'LBXMCHSI', 'SEQN', 'BMXBMI', 'BPXPLS', 'BPXML1', 'LBXTR', 'BPS', 'LBDLYMNO'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/gauravt/data/adult.csv (at revision de019a20669523baf54fccbafc1fdfece3b7bbc3)
              
              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)