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DocAILab

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RAG4OOD

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DocAILab 1

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 2 new columns ({'page_content', 'index'}) and 4 missing columns ({'reference_ids', 'reference', 'question', 'company'}).

This happened while the json dataset builder was generating data using

hf://datasets/DocAILab/RAG4OOD/Fusion_Ecom_valid_corpus.json (at revision 826ab65215eaef70b602519dbca7014b1e0a3bb5), [/tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid_corpus.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid_corpus.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid_corpus.json)]

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 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, 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
              page_content: string
              index: int64
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 324
              to
              {'reference': Value('string'), 'question': Value('string'), 'reference_ids': Value('int64'), 'company': Value('string')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 2 new columns ({'page_content', 'index'}) and 4 missing columns ({'reference_ids', 'reference', 'question', 'company'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/DocAILab/RAG4OOD/Fusion_Ecom_valid_corpus.json (at revision 826ab65215eaef70b602519dbca7014b1e0a3bb5), [/tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Ecom_valid_corpus.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Finance_valid_corpus.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid.json), /tmp/hf-datasets-cache/medium/datasets/83450703259881-config-parquet-and-info-DocAILab-RAG4OOD-936e89c9/hub/datasets--DocAILab--RAG4OOD/snapshots/826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid_corpus.json (origin=hf://datasets/DocAILab/RAG4OOD@826ab65215eaef70b602519dbca7014b1e0a3bb5/Fusion_Law_valid_corpus.json)]
              
              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)