Datasets:

---

sarikopf

/

reditro

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 8 new columns ({'step', 'idx', 'reactant_smiles', 'computed_result', 'n_edits', 'round_trip_ok', 'augmented', 'desired_result'}) and 1 missing columns ({'messages'}).

This happened while the csv dataset builder was generating data using

hf://datasets/sarikopf/reditro/sft_metadata.csv (at revision a2656e9c7220be0fe682ea66b76d3f7649c15850), [/tmp/hf-datasets-cache/medium/datasets/38045020692179-config-parquet-and-info-sarikopf-reditro-3f634d5e/hub/datasets--sarikopf--reditro/snapshots/a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_data.csv (origin=hf://datasets/sarikopf/reditro@a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_data.csv), /tmp/hf-datasets-cache/medium/datasets/38045020692179-config-parquet-and-info-sarikopf-reditro-3f634d5e/hub/datasets--sarikopf--reditro/snapshots/a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_metadata.csv (origin=hf://datasets/sarikopf/reditro@a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_metadata.csv)]

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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              idx: int64
              step: int64
              augmented: bool
              n_edits: int64
              reactant_smiles: string
              desired_result: string
              computed_result: string
              round_trip_ok: bool
              mw_split: string
              tier_2_split: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1444
              to
              {'messages': Value('string'), 'mw_split': Value('string'), 'tier_2_split': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 8 new columns ({'step', 'idx', 'reactant_smiles', 'computed_result', 'n_edits', 'round_trip_ok', 'augmented', 'desired_result'}) and 1 missing columns ({'messages'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sarikopf/reditro/sft_metadata.csv (at revision a2656e9c7220be0fe682ea66b76d3f7649c15850), [/tmp/hf-datasets-cache/medium/datasets/38045020692179-config-parquet-and-info-sarikopf-reditro-3f634d5e/hub/datasets--sarikopf--reditro/snapshots/a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_data.csv (origin=hf://datasets/sarikopf/reditro@a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_data.csv), /tmp/hf-datasets-cache/medium/datasets/38045020692179-config-parquet-and-info-sarikopf-reditro-3f634d5e/hub/datasets--sarikopf--reditro/snapshots/a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_metadata.csv (origin=hf://datasets/sarikopf/reditro@a2656e9c7220be0fe682ea66b76d3f7649c15850/sft_metadata.csv)]
              
              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)