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jablonkagroup

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corral_lfm_binomial_results

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Lab of Kevin Jablonka at Uni Jena 54

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
elpd_loo: double
se: double
p_loo: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 592
to
{'model': Value('string'), 'environment': Value('string'), 'theta_mean': Value('float64'), 'theta_sd': 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 1893, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              elpd_loo: double
              se: double
              p_loo: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 592
              to
              {'model': Value('string'), 'environment': Value('string'), 'theta_mean': Value('float64'), 'theta_sd': 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 1895, 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 3 new columns ({'se', 'p_loo', 'elpd_loo'}) and 4 missing columns ({'model', 'environment', 'theta_sd', 'theta_mean'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jablonkagroup/corral_lfm_binomial_results/model1_baseline_tasks_summary.csv (at revision cbfb97f2ffcdb5761b69d841573e436f4f12f7ed), [/tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/irt_baseline/knowledge_theta.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/irt_baseline/knowledge_theta.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/irt_baseline/reasoning_theta.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/irt_baseline/reasoning_theta.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model1_baseline_tasks_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model2_tasks_environment_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model3_abilities_env_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model4_scaffold_env_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model5_scaffold_level_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model6_env_level_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model7_abilities_env_level_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_loo.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_loo.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_summary.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_summary.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_waic.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model8_abilities_env_envlevel_intercept_waic.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model_comparison.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/model_comparison.csv), /tmp/hf-datasets-cache/medium/datasets/38745212965628-config-parquet-and-info-jablonkagroup-corral_lfm_-321cf513/hub/datasets--jablonkagroup--corral_lfm_binomial_results/snapshots/cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/prepared_data.csv (origin=hf://datasets/jablonkagroup/corral_lfm_binomial_results@cbfb97f2ffcdb5761b69d841573e436f4f12f7ed/prepared_data.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 1914, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              elpd_loo: double
              se: double
              p_loo: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 592
              to
              {'model': Value('string'), 'environment': Value('string'), 'theta_mean': Value('float64'), 'theta_sd': 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 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, 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 1925, 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