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Immunosequencing Algorithms Laboratory 4

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 12 new columns ({'mhc_b', 'reference_id', 'assay_type', 'host_species', 'immunogenicity', 'mhc_species', 'n_references', 'mhc_class', 'source_species', 'dataset_origin', 'mhc_a', 'peptide'}) and 5 missing columns ({'allele', 'freq', 'n_pops', 'region', 'locus'}).

This happened while the csv dataset builder was generating data using

gzip://iedb_labeled.tsv::hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/iedb_labeled.tsv.gz, ['hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/hla_pop_freqs.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/iedb_labeled.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/neoag_candidates.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/neoag_tested.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/cancer_targets_tsarina.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/viral_foreign_iedb.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/viral_orfs_gse272406.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/pmhc/pmhc_full.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/pmhc/pmhc_shortlist.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/summary.tsv']

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 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, 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 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              peptide: string
              mhc_a: string
              mhc_b: string
              mhc_class: string
              mhc_species: string
              source_species: string
              host_species: string
              assay_type: string
              immunogenicity: int64
              dataset_origin: string
              reference_id: string
              n_references: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1725
              to
              {'region': Value('string'), 'locus': Value('string'), 'allele': Value('string'), 'freq': Value('float64'), 'n_pops': 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 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 1683, 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 1839, 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 12 new columns ({'mhc_b', 'reference_id', 'assay_type', 'host_species', 'immunogenicity', 'mhc_species', 'n_references', 'mhc_class', 'source_species', 'dataset_origin', 'mhc_a', 'peptide'}) and 5 missing columns ({'allele', 'freq', 'n_pops', 'region', 'locus'}).
              
              This happened while the csv dataset builder was generating data using
              
              gzip://iedb_labeled.tsv::hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/iedb_labeled.tsv.gz, ['hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/hla_pop_freqs.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/iedb_labeled.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/neoag_candidates.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/immunogenicity/neoag_tested.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/cancer_targets_tsarina.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/viral_foreign_iedb.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/ligandome/viral_orfs_gse272406.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/pmhc/pmhc_full.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/pmhc/pmhc_shortlist.tsv.gz', 'hf://datasets/isalgo/pmhc_data@00ea153640d3b8ca2dbd1324ce1aa1c9062a5f3b/summary.tsv']
              
              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)