Datasets:

---

TinTinDo

/

Datasets

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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 5 new columns ({'Recovered', 'Date', 'Country', 'Confirmed', 'Deaths'}) and 32 missing columns ({'Radius (mean)', 'Texture (se)', 'Texture (worst)', 'Smoothness (worst)', 'Perimeter (mean)', 'Radius (worst)', 'Concavity (worst)', 'Perimeter (se)', 'Concave points (mean)', 'Area (worst)', 'Concave points (worst)', 'Concavity (se)', 'Area (se)', 'Symmetry (se)', 'Symmetry (worst)', 'Concave points (se)', 'Compactness (worst)', 'Compactness (se)', 'Texture (mean)', 'Radius (se)', 'Id', 'Compactness (mean)', 'Symmetry (mean)', 'Smoothness (se)', 'Smoothness (mean)', 'Concavity (mean)', 'Fractal dimension (mean)', 'Area (mean)', 'Fractal dimension (se)', 'Perimeter (worst)', 'Diagnosis', 'Fractal dimension (worst)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/TinTinDo/Datasets/countries-aggregated.csv (at revision e560744248fe335c44684847465bffe7bc6f885e)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Date: string
              Country: string
              Confirmed: int64
              Recovered: int64
              Deaths: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 824
              to
              {'Id': Value('int64'), 'Diagnosis': Value('string'), 'Radius (mean)': Value('float64'), 'Texture (mean)': Value('float64'), 'Perimeter (mean)': Value('float64'), 'Area (mean)': Value('float64'), 'Smoothness (mean)': Value('float64'), 'Compactness (mean)': Value('float64'), 'Concavity (mean)': Value('float64'), 'Concave points (mean)': Value('float64'), 'Symmetry (mean)': Value('float64'), 'Fractal dimension (mean)': Value('float64'), 'Radius (se)': Value('float64'), 'Texture (se)': Value('float64'), 'Perimeter (se)': Value('float64'), 'Area (se)': Value('float64'), 'Smoothness (se)': Value('float64'), 'Compactness (se)': Value('float64'), 'Concavity (se)': Value('float64'), 'Concave points (se)': Value('float64'), 'Symmetry (se)': Value('float64'), 'Fractal dimension (se)': Value('float64'), 'Radius (worst)': Value('float64'), 'Texture (worst)': Value('float64'), 'Perimeter (worst)': Value('float64'), 'Area (worst)': Value('float64'), 'Smoothness (worst)': Value('float64'), 'Compactness (worst)': Value('float64'), 'Concavity (worst)': Value('float64'), 'Concave points (worst)': Value('float64'), 'Symmetry (worst)': Value('float64'), 'Fractal dimension (worst)': 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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 5 new columns ({'Recovered', 'Date', 'Country', 'Confirmed', 'Deaths'}) and 32 missing columns ({'Radius (mean)', 'Texture (se)', 'Texture (worst)', 'Smoothness (worst)', 'Perimeter (mean)', 'Radius (worst)', 'Concavity (worst)', 'Perimeter (se)', 'Concave points (mean)', 'Area (worst)', 'Concave points (worst)', 'Concavity (se)', 'Area (se)', 'Symmetry (se)', 'Symmetry (worst)', 'Concave points (se)', 'Compactness (worst)', 'Compactness (se)', 'Texture (mean)', 'Radius (se)', 'Id', 'Compactness (mean)', 'Symmetry (mean)', 'Smoothness (se)', 'Smoothness (mean)', 'Concavity (mean)', 'Fractal dimension (mean)', 'Area (mean)', 'Fractal dimension (se)', 'Perimeter (worst)', 'Diagnosis', 'Fractal dimension (worst)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/TinTinDo/Datasets/countries-aggregated.csv (at revision e560744248fe335c44684847465bffe7bc6f885e)
              
              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)