Datasets:

---

amphora

/

spot-results

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 16 new columns ({'errors', 'is_error', 'title', 'error_location', 'paper_source1', 'matches', 'parsed', 'paper_content', 'paper_source2', 'error_category', 'match_descriptions', 'error_local_content', 'paper_category', 'error_annotation', 'doi/arxiv_id', 'error_severity'}) and 7 missing columns ({'per_paper', 'precision_macro', 'recall_macro', 'N', 'PPR', 'recall_micro', 'precision_micro'}).

This happened while the csv dataset builder was generating data using

hf://datasets/amphora/spot-results/gpt-4_1_resp_df_0.csv (at revision d5dea982bc74d8e776b00cad05ed6b93ff03fed5)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://huggingface.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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              doi/arxiv_id: string
              parsed: bool
              is_error: bool
              errors: string
              title: string
              paper_source1: string
              paper_source2: string
              paper_category: string
              paper_content: string
              error_category: string
              error_location: string
              error_severity: string
              error_annotation: string
              error_local_content: string
              matches: string
              match_descriptions: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2234
              to
              {'N': Value(dtype='int64', id=None), 'precision_micro': Value(dtype='float64', id=None), 'recall_micro': Value(dtype='float64', id=None), 'precision_macro': Value(dtype='float64', id=None), 'recall_macro': Value(dtype='float64', id=None), 'PPR': Value(dtype='float64', id=None), 'per_paper': 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 1431, 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 992, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, 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 1873, 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 16 new columns ({'errors', 'is_error', 'title', 'error_location', 'paper_source1', 'matches', 'parsed', 'paper_content', 'paper_source2', 'error_category', 'match_descriptions', 'error_local_content', 'paper_category', 'error_annotation', 'doi/arxiv_id', 'error_severity'}) and 7 missing columns ({'per_paper', 'precision_macro', 'recall_macro', 'N', 'PPR', 'recall_micro', 'precision_micro'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/amphora/spot-results/gpt-4_1_resp_df_0.csv (at revision d5dea982bc74d8e776b00cad05ed6b93ff03fed5)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://huggingface.co/docs/hub/datasets-manual-configuration#multiple-configurations)