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punctualprocrastinator
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relational-generator-runs

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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 9 new columns ({'databases', 'table_diversity', 'cross_table_diversity', 'unique_table_names', 'table_name_entropy', 'unique_column_names', 'n_columns_scored', 'feature_diversity', 'corpus'}) and 17 missing columns ({'split', 'auroc', 'db', 'generator', 'oom_retries', 'pos_rate', 'target', 'batch_size', 'seconds', 'task', 'kind', 'r2', 'mae_norm', 'contaminated', 'n', 'ctx_len', 'status'}).

This happened while the csv dataset builder was generating data using

hf://datasets/punctualprocrastinator/relational-generator-runs/eval/audits_2026_10/diversity_dataspace.csv (at revision e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d), ['hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_ax.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_rb.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_st.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_dataspace.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_pkfk.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_pkfk_per_db.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/label_map.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/predictive_necessity_rq4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/predictive_necessity_rq4_summary.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/quality.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_10k.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_10k2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_10k3.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_10k4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_10k6.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_F.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_H.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_I2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_event.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_rq5.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_rq5_L.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_rq5_M.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18_corrupt_rq5c.csv', 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'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5h10_d1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5h5_d0.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5h5_d1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5m_d0.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5m_d1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5p_d0.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v5p_d1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v6_d0.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/desc_v6_d1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-amazon.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-avs.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-diginetica.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-outbrain-small.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-retailrocket.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-seznam.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_dbinfer-stackexchange.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-amazon.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-arxiv.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-avito.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-event.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-f1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-hm.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-ratebeer.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-salt.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-stack.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/real_rel-trial.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_plurel.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-amazon.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-avito.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-event.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-f1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-hm.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-stack.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_real_rel-trial.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_reldiff.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v3.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v4deg.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v4degfkshuf.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v4sbm0.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v4sbm1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5a.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5b.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5b2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5b2fkshuf.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5b3.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5c.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5d.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5e.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5f.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5fnt.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5g.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5h10.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5h5.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5m.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v5p.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/coverage/task_v6.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_extra.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_h1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_h2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_h3.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_h4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_ladder.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_long1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_long2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_long3.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_long4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_retrainC.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_retrainD.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5a.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5b.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5c.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5x4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5x4s1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_rq5x4s2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/rb/bench18_rb_x150k.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_A_h1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_A_h2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_B_h1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_B_h2.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_C_h1.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/regime/bench18_regime_C_h2.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
              corpus: string
              databases: int64
              feature_diversity: double
              table_diversity: double
              cross_table_diversity: double
              unique_table_names: int64
              unique_column_names: int64
              table_name_entropy: double
              n_columns_scored: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1448
              to
              {'db': Value('string'), 'task': Value('string'), 'target': Value('string'), 'kind': Value('string'), 'ctx_len': Value('int64'), 'batch_size': Value('int64'), 'split': Value('string'), 'n': Value('int64'), 'status': Value('string'), 'auroc': Value('float64'), 'pos_rate': Value('float64'), 'seconds': Value('float64'), 'oom_retries': Value('int64'), 'generator': Value('string'), 'contaminated': Value('bool'), 'r2': Value('float64'), 'mae_norm': 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 9 new columns ({'databases', 'table_diversity', 'cross_table_diversity', 'unique_table_names', 'table_name_entropy', 'unique_column_names', 'n_columns_scored', 'feature_diversity', 'corpus'}) and 17 missing columns ({'split', 'auroc', 'db', 'generator', 'oom_retries', 'pos_rate', 'target', 'batch_size', 'seconds', 'task', 'kind', 'r2', 'mae_norm', 'contaminated', 'n', 'ctx_len', 'status'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/punctualprocrastinator/relational-generator-runs/eval/audits_2026_10/diversity_dataspace.csv (at revision e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d), ['hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_ax.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_rb.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/arms_bench_st.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_dataspace.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_pkfk.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/diversity_pkfk_per_db.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/label_map.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/predictive_necessity_rq4.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/predictive_necessity_rq4_summary.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/audits_2026_10/quality.csv', 'hf://datasets/punctualprocrastinator/relational-generator-runs@e6dffed34fadc11cf16fa1abcdfe89c2d842cf8d/eval/bench18.csv', 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              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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relational-generator-runs

Synthetic relational-database corpora, Relational Transformer checkpoints pretrained on them, and evaluation tables for the generator study. Everything here is generated data or derived from public RelBench; no private records.
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