Datasets:

---

sydahmmd531

/

hqnet-experiments

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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 2 new columns ({'ece', 'brier'})

This happened while the csv dataset builder was generating data using

hf://datasets/sydahmmd531/hqnet-experiments/down_b0/brest_ninja_seed42_B0__metrics_val.csv (at revision 0e4da259b115347c2b71691d5b3da8607f3b9b1a), ['hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_b0/brest_ninja_seed42_B0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_circuit_pick/brest_ninja_seed42_N__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_circuit_pick/brest_ninja_seed42_Q__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_forced_path/brest_ninja_seed42_F__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/forcehead_probe/metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/third/brest_ninja_seed44_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_b0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_nopqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_pqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_b0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_nopqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_pqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/second/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1_dupes_second_seed42A/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1_partial5ep/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_C__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_D__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_P__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_C__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_D__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_P__metrics_val.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 795, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              epoch: int64
              loss: double
              acc: double
              precision: double
              recall: double
              f1: double
              auc: double
              ece: double
              brier: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1263
              to
              {'epoch': Value('int64'), 'loss': Value('float64'), 'acc': Value('float64'), 'precision': Value('float64'), 'recall': Value('float64'), 'f1': Value('float64'), 'auc': Value('float64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 2 new columns ({'ece', 'brier'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sydahmmd531/hqnet-experiments/down_b0/brest_ninja_seed42_B0__metrics_val.csv (at revision 0e4da259b115347c2b71691d5b3da8607f3b9b1a), ['hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_b0/brest_ninja_seed42_B0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_circuit_pick/brest_ninja_seed42_N__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_circuit_pick/brest_ninja_seed42_Q__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_forced_path/brest_ninja_seed42_F__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/forcehead_probe/metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed42_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed43_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/second/brest_ninja_seed44_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ninja/third/brest_ninja_seed44_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_b0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_nopqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2_matched/ph2_seed42_pqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_b0__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_nopqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_ph2fix/ph2fix_seed42_pqc__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed42_R__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/main/brain_mri_binary_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1/second/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1_dupes_second_seed42A/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_phase1_partial5ep/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_C__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_D__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed42_P__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_A__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_B__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_C__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_D__metrics_val.csv', 'hf://datasets/sydahmmd531/hqnet-experiments@0e4da259b115347c2b71691d5b3da8607f3b9b1a/down_smoke/brain_mri_binary_seed43_P__metrics_val.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)