Datasets:

---

goodreads-recommender-team

/

goodreads-project

Like 0

Follow

Goodreads Recommendation Team 3

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 10 new columns ({'precision_at_5', 'hit_rate_at_5', 'hit_rate_at_10', 'ndcg_at_5', 'annotated_relevant_total', 'retrieved_results', 'mrr', 'annotated_pool_recall_at_10', 'ndcg_at_10', 'precision_at_10'}) and 6 missing columns ({'document_text', 'retrieval_rank', 'book_id', 'relevant', 'source', 'title'}).

This happened while the csv dataset builder was generating data using

hf://datasets/goodreads-recommender-team/goodreads-project/rag project/data/semantic_search_evaluation_results.csv (at revision 3fc8f508a2a6ce1bbbbcdbd18b98962920207531), ['hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_candidates.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_candidates_labeled.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_labels_checkpoint.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/semantic_search_evaluation_results.csv']

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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              category: string
              query: string
              retrieved_results: int64
              annotated_relevant_total: int64
              precision_at_5: double
              precision_at_10: double
              hit_rate_at_5: double
              hit_rate_at_10: double
              mrr: double
              ndcg_at_5: double
              ndcg_at_10: double
              annotated_pool_recall_at_10: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1798
              to
              {'category': Value('string'), 'query': Value('string'), 'book_id': Value('int64'), 'title': Value('string'), 'document_text': Value('string'), 'source': Value('string'), 'retrieval_rank': Value('float64'), 'relevant': 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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 10 new columns ({'precision_at_5', 'hit_rate_at_5', 'hit_rate_at_10', 'ndcg_at_5', 'annotated_relevant_total', 'retrieved_results', 'mrr', 'annotated_pool_recall_at_10', 'ndcg_at_10', 'precision_at_10'}) and 6 missing columns ({'document_text', 'retrieval_rank', 'book_id', 'relevant', 'source', 'title'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/goodreads-recommender-team/goodreads-project/rag project/data/semantic_search_evaluation_results.csv (at revision 3fc8f508a2a6ce1bbbbcdbd18b98962920207531), ['hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_candidates.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_candidates_labeled.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/evaluation_labels_checkpoint.csv', 'hf://datasets/goodreads-recommender-team/goodreads-project@3fc8f508a2a6ce1bbbbcdbd18b98962920207531/rag project/data/semantic_search_evaluation_results.csv']
              
              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)