Datasets:

EmiliaLee

/

rec

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 ({'rating', 'movie_id', 'title'}) and 4 missing columns ({'review_summary', 'product_title', 'product_id', 'ratings'}).

This happened while the csv dataset builder was generating data using

zip://sampled_data/ml_100k_10.csv::/tmp/hf-datasets-cache/medium/datasets/34842712784852-config-parquet-and-info-EmiliaLee-rec-c9721b4a/hub/datasets--EmiliaLee--rec/snapshots/74eae9e1eaf1bd3bb92cb96e636c1b53b48c4ac7/sampled_data.zip

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
              user_id: int64
              movie_id: int64
              rating: int64
              timestamp: int64
              title: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 821
              to
              {'product_id': Value(dtype='string', id=None), 'product_title': Value(dtype='string', id=None), 'user_id': Value(dtype='string', id=None), 'ratings': Value(dtype='int64', id=None), 'timestamp': Value(dtype='int64', id=None), 'review_summary': 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 3 new columns ({'rating', 'movie_id', 'title'}) and 4 missing columns ({'review_summary', 'product_title', 'product_id', 'ratings'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://sampled_data/ml_100k_10.csv::/tmp/hf-datasets-cache/medium/datasets/34842712784852-config-parquet-and-info-EmiliaLee-rec-c9721b4a/hub/datasets--EmiliaLee--rec/snapshots/74eae9e1eaf1bd3bb92cb96e636c1b53b48c4ac7/sampled_data.zip
              
              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)