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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 39 new columns ({'atom_co_rel', 'gene_taxid', 'pairedcys_ratio', 'max_temp', 'min_temp', 'protein_type', 'interchain_atom_prop', 'coil_count', 'length', 'max_pairwise_distance', 'cys_prop', 'sheet_count', 'num_cys', 'chain_index', 'host_superkingdom', 'host_class', 'co_10_0', 'interchain_residue_prop', 'co_6_0', 'file', 'radius_of_gyration_over_cube_root_length', 'atom_co_abs', 'helix_proportion', 'sheet_proportion', 'has_similar', 'radius_of_gyration', 'num_paired', 'helix_count', 'mean_pairwise_distance', 'contact_order_over_sqrt_length', 'locus', 'host_taxid', 'gene_class', 'subclass', 'chain_id', 'interchain_contact_count', 'avg_temp', 'scTM', 'gene_superkingdom'}) and 1 missing columns ({'method'}).

This happened while the csv dataset builder was generating data using

hf://datasets/MurrellLab/ProteinChains/pdb-table.csv (at revision 4fe8bedfee5c2ed98590bc2627135a17ca390d8d)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              pdb_id: string
              chain_id: string
              length: int64
              coil_count: int64
              helix_count: int64
              sheet_count: int64
              gene_taxid: double
              host_taxid: double
              max_temp: double
              min_temp: double
              avg_temp: double
              protein_type: string
              locus: string
              subclass: string
              gene_superkingdom: string
              host_superkingdom: string
              gene_class: string
              host_class: string
              file: string
              chain_index: int64
              interchain_contact_count: int64
              interchain_residue_prop: double
              interchain_atom_prop: double
              atom_co_abs: double
              atom_co_rel: double
              co_6_0: double
              co_10_0: double
              radius_of_gyration: double
              mean_pairwise_distance: double
              max_pairwise_distance: double
              num_paired: int64
              num_cys: int64
              scTM: double
              contact_order_over_sqrt_length: double
              radius_of_gyration_over_cube_root_length: double
              helix_proportion: double
              sheet_proportion: double
              cys_prop: double
              pairedcys_ratio: double
              has_similar: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5275
              to
              {'pdb_id': Value('string'), 'method': Value('string')}
              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 1334, 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 911, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 39 new columns ({'atom_co_rel', 'gene_taxid', 'pairedcys_ratio', 'max_temp', 'min_temp', 'protein_type', 'interchain_atom_prop', 'coil_count', 'length', 'max_pairwise_distance', 'cys_prop', 'sheet_count', 'num_cys', 'chain_index', 'host_superkingdom', 'host_class', 'co_10_0', 'interchain_residue_prop', 'co_6_0', 'file', 'radius_of_gyration_over_cube_root_length', 'atom_co_abs', 'helix_proportion', 'sheet_proportion', 'has_similar', 'radius_of_gyration', 'num_paired', 'helix_count', 'mean_pairwise_distance', 'contact_order_over_sqrt_length', 'locus', 'host_taxid', 'gene_class', 'subclass', 'chain_id', 'interchain_contact_count', 'avg_temp', 'scTM', 'gene_superkingdom'}) and 1 missing columns ({'method'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MurrellLab/ProteinChains/pdb-table.csv (at revision 4fe8bedfee5c2ed98590bc2627135a17ca390d8d)
              
              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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pdb_id
string
method
string
7GTK
X-RAY DIFFRACTION
7SVQ
X-RAY DIFFRACTION
8UGQ
ELECTRON MICROSCOPY
6BZ6
X-RAY DIFFRACTION
7WJS
X-RAY DIFFRACTION
7ONX
X-RAY DIFFRACTION
8PN1
ELECTRON MICROSCOPY
3CWY
X-RAY DIFFRACTION
2E72
SOLUTION NMR
1DQL
X-RAY DIFFRACTION
5K1L
X-RAY DIFFRACTION
6V01
ELECTRON MICROSCOPY
8AV2
X-RAY DIFFRACTION
4Q1D
X-RAY DIFFRACTION
6QA6
X-RAY DIFFRACTION
6RGX
X-RAY DIFFRACTION
2ATL
X-RAY DIFFRACTION
5NR1
X-RAY DIFFRACTION
5W4R
X-RAY DIFFRACTION
1O5U
X-RAY DIFFRACTION
4ASZ
X-RAY DIFFRACTION
6BD7
X-RAY DIFFRACTION
1EV1
X-RAY DIFFRACTION
5MAR
X-RAY DIFFRACTION
7OSX
X-RAY DIFFRACTION
1GWH
X-RAY DIFFRACTION
6M30
X-RAY DIFFRACTION
8KC9
ELECTRON MICROSCOPY
7N2Z
X-RAY DIFFRACTION
3LON
X-RAY DIFFRACTION
1KLD
SOLUTION NMR
2BGI
X-RAY DIFFRACTION
4IB4
X-RAY DIFFRACTION
7BNU
X-RAY DIFFRACTION
8EF9
ELECTRON MICROSCOPY
7XQL
X-RAY DIFFRACTION
1Z6X
X-RAY DIFFRACTION
6NNB
SOLUTION NMR
1EYV
X-RAY DIFFRACTION
3QAE
X-RAY DIFFRACTION
7OI1
X-RAY DIFFRACTION
3HTY
X-RAY DIFFRACTION
2EQR
SOLUTION NMR
6STK
X-RAY DIFFRACTION
6UFO
X-RAY DIFFRACTION
8BHH
X-RAY DIFFRACTION
7UNK
ELECTRON MICROSCOPY
5TQF
X-RAY DIFFRACTION
3TEE
X-RAY DIFFRACTION
4HOD
X-RAY DIFFRACTION
5FXY
X-RAY DIFFRACTION
5NON
X-RAY DIFFRACTION
2DDG
X-RAY DIFFRACTION
3CVK
X-RAY DIFFRACTION
3VN5
X-RAY DIFFRACTION
5IVB
X-RAY DIFFRACTION
5ML6
X-RAY DIFFRACTION
2IAL
X-RAY DIFFRACTION
6SGD
X-RAY DIFFRACTION
6FCA
X-RAY DIFFRACTION
7PSQ
X-RAY DIFFRACTION
3HWB
X-RAY DIFFRACTION
2VWN
X-RAY DIFFRACTION
5PWV
X-RAY DIFFRACTION
8CFG
X-RAY DIFFRACTION
8ZJV
X-RAY DIFFRACTION
4JDB
X-RAY DIFFRACTION
2NUD
X-RAY DIFFRACTION
3H9J
X-RAY DIFFRACTION
1UOW
X-RAY DIFFRACTION
4U5I
X-RAY DIFFRACTION
4NG4
X-RAY DIFFRACTION
2VCZ
X-RAY DIFFRACTION
7MLY
ELECTRON MICROSCOPY
4RZM
X-RAY DIFFRACTION
3IQF
X-RAY DIFFRACTION
8XGK
X-RAY DIFFRACTION
8K9M
ELECTRON MICROSCOPY
1ASD
X-RAY DIFFRACTION
8SAP
X-RAY DIFFRACTION
6JE7
X-RAY DIFFRACTION
7JLT
X-RAY DIFFRACTION
1TVD
X-RAY DIFFRACTION
3BWR
X-RAY DIFFRACTION
3KHB
X-RAY DIFFRACTION
5SX0
X-RAY DIFFRACTION
1A5H
X-RAY DIFFRACTION
1RCW
X-RAY DIFFRACTION
2CLD
X-RAY DIFFRACTION
6TF8
X-RAY DIFFRACTION
6PPZ
X-RAY DIFFRACTION
7UL0
X-RAY DIFFRACTION
4LJB
X-RAY DIFFRACTION
8G2I
X-RAY DIFFRACTION
2ICU
X-RAY DIFFRACTION
2QJU
X-RAY DIFFRACTION
2WFR
X-RAY DIFFRACTION
4OLH
X-RAY DIFFRACTION
7UBN
ELECTRON MICROSCOPY
1C4T
X-RAY DIFFRACTION
End of preview.