Datasets:

---

karthik789338

/

dangermap-rag

like 1

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
roc_auc_mean: double
roc_auc_std: double
pr_auc_mean: double
pr_auc_std: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 751
to
{'split': Value('int64'), 'predictor': Value('string'), 'roc_auc': Value('float64'), 'pr_auc': Value('float64')}
because column names don't match
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 764, in write_table
                  self.write_rows_on_file()  # in case there are buffered rows to write first
                  ^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                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
              roc_auc_mean: double
              roc_auc_std: double
              pr_auc_mean: double
              pr_auc_std: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 751
              to
              {'split': Value('int64'), 'predictor': Value('string'), 'roc_auc': Value('float64'), 'pr_auc': Value('float64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                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 4 new columns ({'roc_auc_mean', 'roc_auc_std', 'pr_auc_mean', 'pr_auc_std'}) and 4 missing columns ({'roc_auc', 'split', 'pr_auc', 'predictor'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/karthik789338/dangermap-rag/results/validation/logistic_baseline_comparison_v2.csv (at revision a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6), [/tmp/hf-datasets-cache/medium/datasets/33608603019479-config-parquet-and-info-karthik789338-dangermap-r-439f5186/hub/datasets--karthik789338--dangermap-rag/snapshots/a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/danger_score_holdout_results_v2.csv (origin=hf://datasets/karthik789338/dangermap-rag@a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/danger_score_holdout_results_v2.csv), /tmp/hf-datasets-cache/medium/datasets/33608603019479-config-parquet-and-info-karthik789338-dangermap-r-439f5186/hub/datasets--karthik789338--dangermap-rag/snapshots/a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/danger_score_holdout_summary_v2.csv (origin=hf://datasets/karthik789338/dangermap-rag@a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/danger_score_holdout_summary_v2.csv), /tmp/hf-datasets-cache/medium/datasets/33608603019479-config-parquet-and-info-karthik789338-dangermap-r-439f5186/hub/datasets--karthik789338--dangermap-rag/snapshots/a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/logistic_baseline_comparison_v2.csv (origin=hf://datasets/karthik789338/dangermap-rag@a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/logistic_baseline_comparison_v2.csv), /tmp/hf-datasets-cache/medium/datasets/33608603019479-config-parquet-and-info-karthik789338-dangermap-r-439f5186/hub/datasets--karthik789338--dangermap-rag/snapshots/a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/logistic_baseline_summary_v2.csv (origin=hf://datasets/karthik789338/dangermap-rag@a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/logistic_baseline_summary_v2.csv), /tmp/hf-datasets-cache/medium/datasets/33608603019479-config-parquet-and-info-karthik789338-dangermap-r-439f5186/hub/datasets--karthik789338--dangermap-rag/snapshots/a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/shuffle_test_results_v2.csv (origin=hf://datasets/karthik789338/dangermap-rag@a6d3948a94ebc50abbdd9b03cdd47a1669e02eb6/results/validation/shuffle_test_results_v2.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)
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1821, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 781, in finalize
                  self.write_rows_on_file()
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
                  self._write_table(table)
                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
              roc_auc_mean: double
              roc_auc_std: double
              pr_auc_mean: double
              pr_auc_std: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 751
              to
              {'split': Value('int64'), 'predictor': Value('string'), 'roc_auc': Value('float64'), 'pr_auc': Value('float64')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              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 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset