Datasets:

---

liu2333

/

PDAC

Like 0

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 1 new columns ({'target_seq'}) and 3 missing columns ({'combined', 'j_family', 'target'}).

This happened while the csv dataset builder was generating data using

zip://mnt/sdb/juhengwei/zipdata/PDAC/Test/positive_1014-PBMC_TCRB_processed.tsv::/tmp/hf-datasets-cache/medium/datasets/54845853302012-config-parquet-and-info-liu2333-PDAC-5927800f/hub/datasets--liu2333--PDAC/snapshots/a4e3834ada4f905e69178339344834344cbbce21/PDAC.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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              amino_acid: string
              v_gene: string
              frequency: double
              target_seq: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 734
              to
              {'amino_acid': Value(dtype='string', id=None), 'v_gene': Value(dtype='string', id=None), 'frequency': Value(dtype='float64', id=None), 'j_family': Value(dtype='string', id=None), 'combined': Value(dtype='string', id=None), 'target': Value(dtype='string', id=None)}
              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 1436, 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 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, 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 1 new columns ({'target_seq'}) and 3 missing columns ({'combined', 'j_family', 'target'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://mnt/sdb/juhengwei/zipdata/PDAC/Test/positive_1014-PBMC_TCRB_processed.tsv::/tmp/hf-datasets-cache/medium/datasets/54845853302012-config-parquet-and-info-liu2333-PDAC-5927800f/hub/datasets--liu2333--PDAC/snapshots/a4e3834ada4f905e69178339344834344cbbce21/PDAC.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)