Datasets:

---

introvoyz041

/

aquamof

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 5 new columns ({'data_set', 'boiling_label', 'base_label', 'water_label', 'acid_label'}) and 41 missing columns ({'D_func-T-0-all', 'D_lc-alpha-0-all', 'D_lc-I-2-all', 'D_func-I-2-all', 'Wup80mmol', 'D_mc-I-0-all', 'D_func-I-3-all', 'Source', 'mc-I-0-all', 'rho', 'PLD-mcs', 'D_lc-I-1-all', 'D_lc-I-3-all', 'Density-mcs', 'PONAV', 'D_func-I-1-all', 'D_func-I-0-all', 'VF-mcs', 'D_mc-T-0-all', 'D_mc-Z-0-all', 'D_func-S-0-all', 'D_lc-I-0-all', 'D_lc-chi-0-all', 'D_lc-T-0-all', 'D_func-chi-0-all', 'D_lc-Z-0-all', 'D_mc-I-1-all', 'D_func-Z-0-all', 'Wup80cm3', 'lc-I-0-all', 'Wup20mmol', 'D_func-alpha-0-all', 'POAV', 'unit_cell_volume', 'D_mc-chi-0-all', 'LCD-mcs', 'D_mc-I-3-all', 'D_lc-S-0-all', 'Wup20cm3', 'D_mc-S-0-all', 'D_mc-I-2-all'}).

This happened while the csv dataset builder was generating data using

hf://datasets/introvoyz041/aquamof/data/docs/source/down/SI-datasets/Wstability-data.csv (at revision 798b0ce2971e4ec908b6e3733fe201c2544a69ea), ['hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/SI-datasets/WUSdata-mod.csv', 'hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/SI-datasets/Wstability-data.csv', 'hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/top-100-MOFs.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/python3.14/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
              MOF_name: string
              data_set: string
              water_label: int64
              acid_label: int64
              base_label: int64
              boiling_label: int64
              Di: double
              Df: double
              Dif: double
              VSA: double
              GSA: double
              VPOV: double
              GPOV: double
              POAV_vol_frac: double
              PONAV_vol_frac: double
              GPOAV: double
              GPONAV: double
              D_func-S-1-all: double
              D_func-S-2-all: double
              D_func-S-3-all: double
              D_func-T-1-all: double
              D_func-T-2-all: double
              D_func-T-3-all: double
              D_func-Z-1-all: double
              D_func-Z-2-all: double
              D_func-Z-3-all: double
              D_func-alpha-1-all: double
              D_func-alpha-2-all: double
              D_func-alpha-3-all: double
              D_func-chi-1-all: double
              D_func-chi-2-all: double
              D_func-chi-3-all: double
              D_lc-S-1-all: double
              D_lc-S-2-all: double
              D_lc-S-3-all: double
              D_lc-T-1-all: double
              D_lc-T-2-all: double
              D_lc-T-3-all: double
              D_lc-Z-1-all: double
              D_lc-Z-2-all: double
              D_lc-Z-3-all: double
              D_lc-alpha-1-all: double
              D_lc-alpha-2-all: double
              D_lc-alpha-3-all: double
              D_lc-chi-1-all: double
              D_lc-chi-2-all: double
              D_lc-chi-3-all: double
              func-I-0-all: double
              func-I-1-all: double
              func-I-2-all: double
              func-I-3-all: double
              func-S-0-all: double
              func-S-1-all: double
              func-S-2-all: double
              func-S-3-all: double
              func-T-0-all: double
              func-T-1-all: double
              func-T-2-all: double
              func-T-3-all: double
              func-Z-0-all: double
              func-Z-1-all: double
              func-Z-2-all: double
              func-Z-3-all: double
              func-alpha-0-all: double
              func-alpha-1-all: double
              func-alpha-2-all: double
              func-alpha-3-all: double
              func-chi-0-all: double
              func-chi-1-all: double
              func-chi-2-all: double
              func-chi-3-all: double
              lc-I-1-a
              ...
              : double
              D_mc-T-1-all: double
              D_mc-T-2-all: double
              D_mc-T-3-all: double
              D_mc-Z-1-all: double
              D_mc-Z-2-all: double
              D_mc-Z-3-all: double
              D_mc-chi-1-all: double
              D_mc-chi-2-all: double
              D_mc-chi-3-all: double
              f-I-0-all: double
              f-I-1-all: double
              f-I-2-all: double
              f-I-3-all: double
              f-S-0-all: double
              f-S-1-all: double
              f-S-2-all: double
              f-S-3-all: double
              f-T-0-all: double
              f-T-1-all: double
              f-T-2-all: double
              f-T-3-all: double
              f-Z-0-all: double
              f-Z-1-all: double
              f-Z-2-all: double
              f-Z-3-all: double
              f-chi-0-all: double
              f-chi-1-all: double
              f-chi-2-all: double
              f-chi-3-all: double
              mc-I-1-all: double
              mc-I-2-all: double
              mc-I-3-all: double
              mc-S-0-all: double
              mc-S-1-all: double
              mc-S-2-all: double
              mc-S-3-all: double
              mc-T-0-all: double
              mc-T-1-all: double
              mc-T-2-all: double
              mc-T-3-all: double
              mc-Z-0-all: double
              mc-Z-1-all: double
              mc-Z-2-all: double
              mc-Z-3-all: double
              mc-chi-0-all: double
              mc-chi-1-all: double
              mc-chi-2-all: double
              mc-chi-3-all: double
              f-lig-I-0: double
              f-lig-I-1: double
              f-lig-I-2: double
              f-lig-I-3: double
              f-lig-S-0: double
              f-lig-S-1: double
              f-lig-S-2: double
              f-lig-S-3: double
              f-lig-T-0: double
              f-lig-T-1: double
              f-lig-T-2: double
              f-lig-T-3: double
              f-lig-Z-0: double
              f-lig-Z-1: double
              f-lig-Z-2: double
              f-lig-Z-3: double
              f-lig-chi-0: double
              f-lig-chi-1: double
              f-lig-chi-2: double
              f-lig-chi-3: double
              KHW: double
              KHN: double
              KHO: double
              QstW20: string
              QstW80: string
              Wselectivity: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 21266
              to
              {'MOF_name': Value('string'), 'Source': Value('string'), 'Di': Value('float64'), 'Df': Value('float64'), 'Dif': Value('float64'), 'unit_cell_volume': Value('float64'), 'rho': Value('float64'), 'VSA': Value('float64'), 'GSA': Value('float64'), 'VPOV': Value('float64'), 'GPOV': Value('float64'), 'POAV_vol_frac': Value('float64'), 'PONAV_vol_frac': Value('float64'), 'GPOAV': Value('float64'), 'GPONAV': Value('float64'), 'POAV': Value('float64'), 'PONAV': Value('float64'), 'f-chi-0-all': Value('float64'), 'f-chi-1-all': Value('float64'), 'f-chi-2-all': Value('float64'), 'f-chi-3-all': Value('float64'), 'f-Z-0-all': Value('float64'), 'f-Z-1-all': Value('float64'), 'f-Z-2-all': Value('float64'), 'f-Z-3-all': Value('float64'), 'f-I-0-all': Value('float64'), 'f-I-1-all': Value('float64'), 'f-I-2-all': Value('float64'), 'f-I-3-all': Value('float64'), 'f-T-0-all': Value('float64'), 'f-T-1-all': Value('float64'), 'f-T-2-all': Value('float64'), 'f-T-3-all': Value('float64'), 'f-S-0-all': Value('float64'), 'f-S-1-all': Value('float64'), 'f-S-2-all': Value('float64'), 'f-S-3-all': Value('float64'), 'mc-chi-0-all': Value('float64'), 'mc-chi-1-all': Value('float64'), 'mc-chi-2-all': Value('float64'), 'mc-chi-3-all': Value('float64'), 'mc-Z-0-all': Value('float64'), 'mc-Z-1-all': Value('float64'), 'mc-Z-2-all': Value('float64'), 'mc-Z-3-all': Value('float64'), 'mc-I-0-all': Value('int64'), 'mc-I-1-all': Value('float64'), 'mc-I-2-all': Value('float64'), 'mc-I-3-all': Value('float64'), 'mc-T-0-
              ...
              at64'), 'func-S-2-all': Value('float64'), 'func-S-3-all': Value('float64'), 'func-alpha-0-all': Value('float64'), 'func-alpha-1-all': Value('float64'), 'func-alpha-2-all': Value('float64'), 'func-alpha-3-all': Value('float64'), 'D_func-chi-0-all': Value('int64'), 'D_func-chi-1-all': Value('float64'), 'D_func-chi-2-all': Value('float64'), 'D_func-chi-3-all': Value('float64'), 'D_func-Z-0-all': Value('int64'), 'D_func-Z-1-all': Value('float64'), 'D_func-Z-2-all': Value('float64'), 'D_func-Z-3-all': Value('float64'), 'D_func-I-0-all': Value('int64'), 'D_func-I-1-all': Value('int64'), 'D_func-I-2-all': Value('int64'), 'D_func-I-3-all': Value('int64'), 'D_func-T-0-all': Value('int64'), 'D_func-T-1-all': Value('float64'), 'D_func-T-2-all': Value('float64'), 'D_func-T-3-all': Value('float64'), 'D_func-S-0-all': Value('int64'), 'D_func-S-1-all': Value('float64'), 'D_func-S-2-all': Value('float64'), 'D_func-S-3-all': Value('float64'), 'D_func-alpha-0-all': Value('int64'), 'D_func-alpha-1-all': Value('float64'), 'D_func-alpha-2-all': Value('float64'), 'D_func-alpha-3-all': Value('float64'), 'PLD-mcs': Value('float64'), 'LCD-mcs': Value('float64'), 'Density-mcs': Value('float64'), 'VF-mcs': Value('float64'), 'KHW': Value('float64'), 'KHN': Value('float64'), 'KHO': Value('float64'), 'QstW20': Value('string'), 'QstW80': Value('string'), 'Wup20cm3': Value('float64'), 'Wup80cm3': Value('float64'), 'Wup20mmol': Value('float64'), 'Wup80mmol': Value('float64'), 'Wselectivity': 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 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 5 new columns ({'data_set', 'boiling_label', 'base_label', 'water_label', 'acid_label'}) and 41 missing columns ({'D_func-T-0-all', 'D_lc-alpha-0-all', 'D_lc-I-2-all', 'D_func-I-2-all', 'Wup80mmol', 'D_mc-I-0-all', 'D_func-I-3-all', 'Source', 'mc-I-0-all', 'rho', 'PLD-mcs', 'D_lc-I-1-all', 'D_lc-I-3-all', 'Density-mcs', 'PONAV', 'D_func-I-1-all', 'D_func-I-0-all', 'VF-mcs', 'D_mc-T-0-all', 'D_mc-Z-0-all', 'D_func-S-0-all', 'D_lc-I-0-all', 'D_lc-chi-0-all', 'D_lc-T-0-all', 'D_func-chi-0-all', 'D_lc-Z-0-all', 'D_mc-I-1-all', 'D_func-Z-0-all', 'Wup80cm3', 'lc-I-0-all', 'Wup20mmol', 'D_func-alpha-0-all', 'POAV', 'unit_cell_volume', 'D_mc-chi-0-all', 'LCD-mcs', 'D_mc-I-3-all', 'D_lc-S-0-all', 'Wup20cm3', 'D_mc-S-0-all', 'D_mc-I-2-all'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/introvoyz041/aquamof/data/docs/source/down/SI-datasets/Wstability-data.csv (at revision 798b0ce2971e4ec908b6e3733fe201c2544a69ea), ['hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/SI-datasets/WUSdata-mod.csv', 'hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/SI-datasets/Wstability-data.csv', 'hf://datasets/introvoyz041/aquamof@798b0ce2971e4ec908b6e3733fe201c2544a69ea/data/docs/source/down/top-100-MOFs.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)