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AST-Revisited

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contrastive-stubs

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AST-Revisited 1

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 7 new columns ({'resid_cross_domain_cosine', 'n_neurons_in_circuit', 'n_domains_present', 'pair', 'mean_cross_domain_cosine', 'jsd', 'interpretation'}) and 4 missing columns ({'n_pairs', 'mean_jaccard', 'scope', 'group'}).

This happened while the csv dataset builder was generating data using

hf://datasets/AST-Revisited/contrastive-stubs/experiments/outputs/x02/ranked_circuits.csv (at revision ecf6bc9a658649d41ce049c7dfc22eef08178702), ['hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x01/within_vs_cross_group_jaccard.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02/ranked_circuits.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02/ranked_circuits_by_domain_pair.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02a/ablation_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02b/transition_curves.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02c/probe_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02d/jsd_by_position.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02e/amplification_index.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x03/localization_scores.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x04/edge_list.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x05/top_neurons_per_layer.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/additivity_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/layer_additivity.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/pair_additivity.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/top_additive.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/top_interactions.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/neuron_ids.zip']

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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, 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
              pair: string
              layer: int64
              jsd: double
              mean_cross_domain_cosine: double
              resid_cross_domain_cosine: double
              n_domains_present: int64
              n_neurons_in_circuit: int64
              interpretation: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1281
              to
              {'group': Value('string'), 'layer': Value('int64'), 'scope': Value('string'), 'mean_jaccard': Value('float64'), 'n_pairs': Value('int64')}
              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 1342, 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 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                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 1892, 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 7 new columns ({'resid_cross_domain_cosine', 'n_neurons_in_circuit', 'n_domains_present', 'pair', 'mean_cross_domain_cosine', 'jsd', 'interpretation'}) and 4 missing columns ({'n_pairs', 'mean_jaccard', 'scope', 'group'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/AST-Revisited/contrastive-stubs/experiments/outputs/x02/ranked_circuits.csv (at revision ecf6bc9a658649d41ce049c7dfc22eef08178702), ['hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x01/within_vs_cross_group_jaccard.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02/ranked_circuits.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02/ranked_circuits_by_domain_pair.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02a/ablation_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02b/transition_curves.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02c/probe_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02d/jsd_by_position.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x02e/amplification_index.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x03/localization_scores.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x04/edge_list.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x05/top_neurons_per_layer.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Assign__dict/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Call__zip/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/For__list/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/If__int/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/neighborhood_distances.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/pair_stability.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/probe_accuracy.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x06/Return__len/reconstruction_metrics.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/additivity_results.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/layer_additivity.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/pair_additivity.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/top_additive.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/experiments/outputs/x07/top_interactions.csv', 'hf://datasets/AST-Revisited/contrastive-stubs@ecf6bc9a658649d41ce049c7dfc22eef08178702/neuron_ids.zip']
              
              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)