Datasets:

---

fredpeperoni

/

test_dataset

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 ({'text'}) and 2 missing columns ({'smiles', 'solvent_system'}).

This happened while the json dataset builder was generating data using

hf://datasets/fredpeperoni/test_dataset/y_test-Copy1.json (at revision d985d2fa60eb576c89d9bddfb6a618c0d4938d72), ['hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test.json'], ['hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test.json']

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
              text: double
              to
              {'smiles': Value('string'), 'solvent_system': {'Ethyl acetate': Value('float64'), 'Chloroform': Value('float64'), 'Methanol': Value('float64'), 'Hexane': Value('int64'), 'Heptane': Value('int64'), 'Petroleum ether': Value('float64'), 'Cyclohexane': Value('int64'), 'Pyridine': Value('int64'), 'Acetic acid': Value('int64'), 'Water': Value('int64'), 'Pentane': Value('int64'), 'Diethyl ether': Value('int64'), 'Dichloromethane': Value('float64'), 'Acetone': Value('int64'), 'Methyl ethyl ketone': Value('int64'), 'Benzene': Value('int64'), 'Isopropyl amine': Value('int64'), 'Triethylamine': Value('int64'), 'tert-Butyl methyl ether': Value('int64'), 'Toluene': Value('int64'), '1-butanol': Value('int64'), 'Aqueous ammonia': Value('int64'), 'Acetonitrile': Value('int64'), '2-Propanol': Value('int64'), 'Ligroin': Value('int64'), 'methyl acetate': Value('int64'), 'Isohexane': 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 1 new columns ({'text'}) and 2 missing columns ({'smiles', 'solvent_system'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/fredpeperoni/test_dataset/y_test-Copy1.json (at revision d985d2fa60eb576c89d9bddfb6a618c0d4938d72), ['hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test.json'], ['hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/X_test.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test-Copy1.json', 'hf://datasets/fredpeperoni/test_dataset@d985d2fa60eb576c89d9bddfb6a618c0d4938d72/y_test.json']
              
              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)