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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 1 new columns ({'description'}) and 2 missing columns ({'semantic_scholar_id', 'homepage'}).

This happened while the csv dataset builder was generating data using

zip://csv_data/arxiv_categories.csv::/tmp/hf-datasets-cache/medium/datasets/62512315144639-config-parquet-and-info-ulab-ai-ResearchArcade-de-9e2da2be/hub/datasets--ulab-ai--ResearchArcade-demo/snapshots/73632a4e257f43666ba7d0f991c875512c24b6da/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 "/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
              id: int64
              name: string
              description: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 592
              to
              {'id': Value('int64'), 'semantic_scholar_id': Value('int64'), 'name': Value('string'), 'homepage': 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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                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 1 new columns ({'description'}) and 2 missing columns ({'semantic_scholar_id', 'homepage'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://csv_data/arxiv_categories.csv::/tmp/hf-datasets-cache/medium/datasets/62512315144639-config-parquet-and-info-ulab-ai-ResearchArcade-de-9e2da2be/hub/datasets--ulab-ai--ResearchArcade-demo/snapshots/73632a4e257f43666ba7d0f991c875512c24b6da/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)

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id
int64
semantic_scholar_id
int64
name
string
homepage
string
14,628
2,375,099,373
Tianyi Zhang
https://www.semanticscholar.org/author/2375099373
12,322
2,151,792,517
Ziruo Yi
https://www.semanticscholar.org/author/2151792517
5,629
29,826,379
Cusuh Ham
https://www.semanticscholar.org/author/29826379
4,039
2,354,530,207
Yun Wang
https://www.semanticscholar.org/author/2354530207
14,485
2,262,216,616
Giang Nguyen
https://www.semanticscholar.org/author/2262216616
10,886
2,367,187,737
Ankith Yennu
https://www.semanticscholar.org/author/2367187737
13,047
2,333,400,553
Jinwu Hu
https://www.semanticscholar.org/author/2333400553
593
2,273,080,619
Maksymilian Kulicki
https://www.semanticscholar.org/author/2273080619
6,848
2,348,452,947
J. Chiang
https://www.semanticscholar.org/author/2348452947
4,157
2,357,966,293
Davide Mazzali
https://www.semanticscholar.org/author/2357966293
1
null
cs.LG
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2
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cs.AI
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3
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cs.SI
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stat.ML
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5
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cs.RO
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6
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cs.IR
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cs.DB
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cs.CV
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cs.DC
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cs.HC
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1
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341,730
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327,816
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680,609
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24,210
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9,519
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63,669
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52,547
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64,776
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2,905
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63,230
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