Datasets:

---

GPS-Lab

/

CLAIMSCOPE-120

like 0

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 9 new columns ({'blinding', 'expertise_category', 'conflict_of_interest_screened', 'non_author', 'consent_or_irb_status', 'compensation', 'notes', 'independent_from_authors', 'annotator_id'}) and 6 missing columns ({'adjudicated_label', 'majority_vote_label', 'tie_break_reason', 'adjudicator_id', 'tie_break_applied', 'claim_id'}).

This happened while the csv dataset builder was generating data using

hf://datasets/GPS-Lab/CLAIMSCOPE-120/real_annotator_roster.csv (at revision 4a345618c6f3e1a883b4f775e7a3d79134a03ac4), [/tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_adjudication_log.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_adjudication_log.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_annotator_roster.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_annotator_roster.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_evidence_excerpts.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_evidence_excerpts.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_raw_label_matrix.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_raw_label_matrix.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_source_blinding_map.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_source_blinding_map.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/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              annotator_id: string
              expertise_category: string
              non_author: bool
              conflict_of_interest_screened: bool
              independent_from_authors: bool
              compensation: string
              blinding: string
              consent_or_irb_status: string
              notes: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1422
              to
              {'claim_id': Value('string'), 'majority_vote_label': Value('string'), 'adjudicated_label': Value('string'), 'tie_break_applied': Value('bool'), 'tie_break_reason': Value('string'), 'adjudicator_id': 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 9 new columns ({'blinding', 'expertise_category', 'conflict_of_interest_screened', 'non_author', 'consent_or_irb_status', 'compensation', 'notes', 'independent_from_authors', 'annotator_id'}) and 6 missing columns ({'adjudicated_label', 'majority_vote_label', 'tie_break_reason', 'adjudicator_id', 'tie_break_applied', 'claim_id'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/GPS-Lab/CLAIMSCOPE-120/real_annotator_roster.csv (at revision 4a345618c6f3e1a883b4f775e7a3d79134a03ac4), [/tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_adjudication_log.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_adjudication_log.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_annotator_roster.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_annotator_roster.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_evidence_excerpts.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_evidence_excerpts.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_raw_label_matrix.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_raw_label_matrix.csv), /tmp/hf-datasets-cache/medium/datasets/12671738645227-config-parquet-and-info-GPS-Lab-CLAIMSCOPE-120-288d2469/hub/datasets--GPS-Lab--CLAIMSCOPE-120/snapshots/4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_source_blinding_map.csv (origin=hf://datasets/GPS-Lab/CLAIMSCOPE-120@4a345618c6f3e1a883b4f775e7a3d79134a03ac4/real_source_blinding_map.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)