Datasets:

---

ligdis

/

data

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 ({'fid,smiles'}) and 12 missing columns ({'Number_of_Peptides', 'Abundance_Ratio_log2', 'Abundance_Ratio_Adj_PValue', 'Number_of_Protein_Unique_Peptides', 'exp_id', 'Abundance_Ratio_log2_median_corr', 'Coverage_in_Percent', 'Accession', 'Rank_relative', 'Abundance_Ratio_PValue', 'FragID', 'Frequency_detected'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ligdis/data/experimental/validation_fid2smi.tsv (at revision f514764ba8acbbca43bbe811dc8d7aed53ce0f4b)

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 623, 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
              fid,smiles: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 380
              to
              {'Accession': Value(dtype='string', id=None), 'FragID': Value(dtype='string', id=None), 'exp_id': Value(dtype='string', id=None), 'Abundance_Ratio_log2': Value(dtype='float64', id=None), 'Abundance_Ratio_log2_median_corr': Value(dtype='float64', id=None), 'Abundance_Ratio_PValue': Value(dtype='float64', id=None), 'Abundance_Ratio_Adj_PValue': Value(dtype='float64', id=None), 'Number_of_Protein_Unique_Peptides': Value(dtype='int64', id=None), 'Number_of_Peptides': Value(dtype='int64', id=None), 'Coverage_in_Percent': Value(dtype='int64', id=None), 'Frequency_detected': Value(dtype='int64', id=None), 'Rank_relative': Value(dtype='int64', 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 1438, 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 1050, 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 ({'fid,smiles'}) and 12 missing columns ({'Number_of_Peptides', 'Abundance_Ratio_log2', 'Abundance_Ratio_Adj_PValue', 'Number_of_Protein_Unique_Peptides', 'exp_id', 'Abundance_Ratio_log2_median_corr', 'Coverage_in_Percent', 'Accession', 'Rank_relative', 'Abundance_Ratio_PValue', 'FragID', 'Frequency_detected'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ligdis/data/experimental/validation_fid2smi.tsv (at revision f514764ba8acbbca43bbe811dc8d7aed53ce0f4b)
              
              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)