Datasets:

karthikqnq

/

1mgdataset

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 58 new columns ({'use3', 'sideEffect3', 'sideEffect13', 'sideEffect7', 'sideEffect15', 'use4', 'sideEffect41', 'substitute1', 'sideEffect24', 'sideEffect5', 'sideEffect30', 'sideEffect27', 'sideEffect32', 'sideEffect26', 'sideEffect37', 'name', 'use1', 'sideEffect1', 'sideEffect31', 'sideEffect8', 'sideEffect11', 'sideEffect36', 'id', 'sideEffect38', 'sideEffect14', 'sideEffect39', 'sideEffect2', 'sideEffect9', 'sideEffect22', 'sideEffect25', 'use0', 'sideEffect21', 'sideEffect4', 'use2', 'sideEffect34', 'sideEffect33', 'Chemical Class', 'substitute3', 'Action Class', 'substitute0', 'sideEffect12', 'sideEffect10', 'Therapeutic Class', 'sideEffect19', 'substitute2', 'sideEffect20', 'sideEffect28', 'sideEffect29', 'substitute4', 'sideEffect18', 'sideEffect23', 'sideEffect35', 'sideEffect6', 'sideEffect40', 'Habit Forming', 'sideEffect0', 'sideEffect17', 'sideEffect16'}) and 6 missing columns ({'mrp', 'price', 'Name', 'pack_size', 'rating', 'rating_count'}).

This happened while the csv dataset builder was generating data using

hf://datasets/karthikqnq/1mgdataset/medicine_dataset.csv (at revision 660fdcace3fe04a4f2b51fbc1bd68480c3a1dab3)

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
              id: int64
              name: string
              substitute0: string
              substitute1: string
              substitute2: string
              substitute3: string
              substitute4: string
              sideEffect0: string
              sideEffect1: string
              sideEffect2: string
              sideEffect3: string
              sideEffect4: string
              sideEffect5: string
              sideEffect6: string
              sideEffect7: string
              sideEffect8: string
              sideEffect9: string
              sideEffect10: string
              sideEffect11: string
              sideEffect12: string
              sideEffect13: string
              sideEffect14: string
              sideEffect15: string
              sideEffect16: string
              sideEffect17: string
              sideEffect18: string
              sideEffect19: string
              sideEffect20: string
              sideEffect21: string
              sideEffect22: string
              sideEffect23: string
              sideEffect24: string
              sideEffect25: string
              sideEffect26: string
              sideEffect27: string
              sideEffect28: string
              sideEffect29: string
              sideEffect30: string
              sideEffect31: string
              sideEffect32: string
              sideEffect33: string
              sideEffect34: string
              sideEffect35: double
              sideEffect36: double
              sideEffect37: double
              sideEffect38: double
              sideEffect39: double
              sideEffect40: double
              sideEffect41: double
              use0: string
              use1: string
              use2: string
              use3: string
              use4: string
              Chemical Class: string
              Habit Forming: string
              Therapeutic Class: string
              Action Class: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 7329
              to
              {'Name': Value(dtype='string', id=None), 'pack_size': Value(dtype='string', id=None), 'rating_count': Value(dtype='string', id=None), 'rating': Value(dtype='string', id=None), 'price': Value(dtype='string', id=None), 'mrp': 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 1417, 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 1049, 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 58 new columns ({'use3', 'sideEffect3', 'sideEffect13', 'sideEffect7', 'sideEffect15', 'use4', 'sideEffect41', 'substitute1', 'sideEffect24', 'sideEffect5', 'sideEffect30', 'sideEffect27', 'sideEffect32', 'sideEffect26', 'sideEffect37', 'name', 'use1', 'sideEffect1', 'sideEffect31', 'sideEffect8', 'sideEffect11', 'sideEffect36', 'id', 'sideEffect38', 'sideEffect14', 'sideEffect39', 'sideEffect2', 'sideEffect9', 'sideEffect22', 'sideEffect25', 'use0', 'sideEffect21', 'sideEffect4', 'use2', 'sideEffect34', 'sideEffect33', 'Chemical Class', 'substitute3', 'Action Class', 'substitute0', 'sideEffect12', 'sideEffect10', 'Therapeutic Class', 'sideEffect19', 'substitute2', 'sideEffect20', 'sideEffect28', 'sideEffect29', 'substitute4', 'sideEffect18', 'sideEffect23', 'sideEffect35', 'sideEffect6', 'sideEffect40', 'Habit Forming', 'sideEffect0', 'sideEffect17', 'sideEffect16'}) and 6 missing columns ({'mrp', 'price', 'Name', 'pack_size', 'rating', 'rating_count'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/karthikqnq/1mgdataset/medicine_dataset.csv (at revision 660fdcace3fe04a4f2b51fbc1bd68480c3a1dab3)
              
              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)