Datasets:

seniichev

/

nationwide-2024

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 3 new columns ({'age', 'sex', 'age_class'}) and 8 missing columns ({'ua_client_type', 'ua_client_name', 'ua_device_type', 'event_timestamp', 'total_watchtime', 'rutube_video_id', 'ua_os', 'region'}).

This happened while the csv dataset builder was generating data using

hf://datasets/seniichev/nationwide-2024/train_targets.csv (at revision 19fce5ee1e977a34b8f709de09c0af9eaebf46f1)

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 2013, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              viewer_uid: int64
              age: int64
              sex: string
              age_class: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 704
              to
              {'event_timestamp': Value(dtype='string', id=None), 'region': Value(dtype='string', id=None), 'ua_device_type': Value(dtype='string', id=None), 'ua_client_type': Value(dtype='string', id=None), 'ua_os': Value(dtype='string', id=None), 'ua_client_name': Value(dtype='string', id=None), 'total_watchtime': Value(dtype='int64', id=None), 'rutube_video_id': Value(dtype='string', id=None), 'viewer_uid': Value(dtype='int64', 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 1396, 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 1045, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, 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 1884, 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 2015, 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 3 new columns ({'age', 'sex', 'age_class'}) and 8 missing columns ({'ua_client_type', 'ua_client_name', 'ua_device_type', 'event_timestamp', 'total_watchtime', 'rutube_video_id', 'ua_os', 'region'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/seniichev/nationwide-2024/train_targets.csv (at revision 19fce5ee1e977a34b8f709de09c0af9eaebf46f1)
              
              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)