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The dataset generation failed because of a cast error
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 5 new columns ({'positive_passages', 'negative_passages', 'query', 'retrieved_passages', 'query_id'}) and 1 missing columns ({'text'}).

This happened while the json dataset builder was generating data using

hf://datasets/liuqi6777/RankGPT/marco-train-100k.jsonl (at revision 83716ad3a1658a12e9f8b0b8295c69dc9fb0ad50)

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 2011, 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
              query: string
              query_id: string
              positive_passages: list<item: struct<docid: string, title: string, text: string>>
                child 0, item: struct<docid: string, title: string, text: string>
                    child 0, docid: string
                    child 1, title: string
                    child 2, text: string
              negative_passages: list<item: struct<docid: string, rank: int64, text: string>>
                child 0, item: struct<docid: string, rank: int64, text: string>
                    child 0, docid: string
                    child 1, rank: int64
                    child 2, text: string
              retrieved_passages: list<item: struct<docid: string, rank: int64, text: string>>
                child 0, item: struct<docid: string, rank: int64, text: string>
                    child 0, docid: string
                    child 1, rank: int64
                    child 2, text: string
              to
              {'text': 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 5 new columns ({'positive_passages', 'negative_passages', 'query', 'retrieved_passages', 'query_id'}) and 1 missing columns ({'text'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/liuqi6777/RankGPT/marco-train-100k.jsonl (at revision 83716ad3a1658a12e9f8b0b8295c69dc9fb0ad50)
              
              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)

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[3] > [5] > [14] > [8] > [4] > [1] > [9] > [12] > [15] > [16] > [18] > [13] > [20] > [2] > [11] > [6] > [19] > [10] > [7] > [17]
[1] > [4] > [6] > [7] > [8] > [10] > [11] > [16] > [19] > [5] > [9] > [12] > [17] > [18] > [2] > [3] > [13] > [14] > [15]
[18] > [1] > [10] > [13] > [8] > [3] > [2] > [5] > [6] > [7] > [11] > [12] > [14] > [15] > [17] > [19] > [20] > [4] > [9]
[2] > [4] > [7] > [8] > [11] > [16] > [17] > [20] > [1] > [3] > [5] > [6] > [9] > [10] > [12] > [13] > [14] > [15] > [18] > [19]
[2] > [4] > [1] > [16] > [15] > [14] > [8] > [6] > [18] > [7] > [3] > [19] > [5] > [12] > [11] > [17] > [10] > [9] > [13] > [20]
[1] > [4] > [7] > [8] > [13] > [2] > [3] > [5] > [6] > [9] > [10] > [11] > [12] > [14] > [15] > [16] > [17] > [18] > [19] > [20]
[2] > [1] > [3] > [4] > [5] > [6] > [7] > [8] > [9] > [10] > [11] > [12] > [13] > [15] > [19] > [16] > [17] > [18] > [14] > [20]
[1] > [2] > [3] > [4] > [13] > [10] > [11] > [5] > [8] > [7] > [12] > [15] > [16] > [6] > [14] > [17] > [19] > [9] > [20] > [18]
[1] > [2] > [10] > [15] > [20] > [3] > [5] > [6] > [7] > [8] > [9] > [11] > [12] > [13] > [14] > [16] > [17] > [18] > [19]
[1] > [2] > [4] > [7] > [10] > [12] > [13] > [14] > [18] > [15] > [16] > [17] > [3] > [5] > [6] > [8] > [9] > [11] > [19] > [20]
[2] > [3] > [6] > [7] > [14] > [17] > [18] > [1] > [5] > [9] > [10] > [11] > [12] > [13] > [15] > [4] > [8] > [16] > [19] > [20]
[1] > [2] > [3] > [4] > [8] > [9] > [13] > [14] > [12] > [16] > [6] > [11] > [15] > [5] > [7] > [10] > [17] > [18] > [19] > [20]
[1] > [2] > [4] > [6] > [8] > [9] > [1] > [15] > [7] > [3] > [11] > [5] > [10] > [12] > [14] > [16] > [17] > [18] > [19] > [20]
[1] > [2] > [4] > [5] > [11] > [14] > [3] > [13] > [7] > [8] > [9] > [10] > [12] > [16] > [15] > [19] > [6] > [17] > [18] > [20]
[1] > [2] > [3] > [4] > [5] > [6] > [7] > [8] > [9] > [10] > [11] > [12] > [14] > [15] > [17] > [19] > [18] > [13] > [16] > [20]
[11] > [4] > [1] > [2] > [3] > [5] > [6] > [8] > [9] > [10] > [12] > [13] > [14] > [15] > [16] > [17] > [18] > [19] > [7] > [20]
[1] > [4] > [3] > [2] > [5] > [6] > [7] > [10] > [11] > [9] > [8] > [12] > [13] > [14] > [15] > [16] > [17] > [18] > [19] > [20]
[1] > [2] > [3] > [4] > [5] > [7] > [8] > [6] > [13] > [14] > [11] > [16] > [17] > [15] > [18] > [19] > [10] > [9] > [12] > [20]
End of preview.
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Datasets used in RankGPT.

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