Datasets:

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mm-eval

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VLMEvalKit

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mm-evaluation 6

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 15 new columns ({'caption', 'image_path', 'subplot_col', 'qid', 'year', 'chart_type', 'subplot_loc', 'title', 'num_subplots', 'grading_query', 'figure_id', 'subplot_row', 'figure_path', 'subq_idx', 'paper_id'}) and 9 missing columns ({'split', 'source', 'B', 'D', 'C', 'comment', 'l2-category', 'A', 'hint'}).

This happened while the csv dataset builder was generating data using

hf://datasets/mm-eval/VLMEvalKit/CharXiv_descriptive_val.tsv (at revision 772639df87331ba19da76ea9cc5fa77836a15a18)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              index: int64
              figure_id: int64
              figure_path: string
              subq_idx: int64
              qid: int64
              question: string
              chart_type: string
              category: string
              year: int64
              caption: string
              paper_id: double
              title: string
              num_subplots: int64
              subplot_loc: string
              subplot_row: double
              subplot_col: double
              image_path: string
              image: string
              answer: string
              grading_query: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2577
              to
              {'index': Value('int64'), 'question': Value('string'), 'hint': Value('string'), 'A': Value('string'), 'B': Value('string'), 'C': Value('string'), 'D': Value('string'), 'answer': Value('string'), 'category': Value('string'), 'image': Value('string'), 'source': Value('string'), 'l2-category': Value('string'), 'comment': Value('string'), 'split': 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 1334, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 911, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 15 new columns ({'caption', 'image_path', 'subplot_col', 'qid', 'year', 'chart_type', 'subplot_loc', 'title', 'num_subplots', 'grading_query', 'figure_id', 'subplot_row', 'figure_path', 'subq_idx', 'paper_id'}) and 9 missing columns ({'split', 'source', 'B', 'D', 'C', 'comment', 'l2-category', 'A', 'hint'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/mm-eval/VLMEvalKit/CharXiv_descriptive_val.tsv (at revision 772639df87331ba19da76ea9cc5fa77836a15a18)
              
              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)