Datasets:

---

Iris314

/

Mesh-gen-train

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 ({'Unnamed: 15', 'num_hole', 'local_refine_needed', 'num_fillet', 'top2_features', 'num_plane', 'smallest_hole_r', 'smallest_fillet_r'}) and 21 missing columns ({'nfy', 'dist_fixed', 'nx', 'nlz', 'nlx', 'dist_load', 'nfz', 'cx', 'bbox_dx', 'bbox_dz', 'role', 'nz', 'cz', 'ftype', 'nfx', 'area', 'nly', 'refine_needed', 'bbox_dy', 'ny', 'cy'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Iris314/Mesh-gen-train/part_level.csv (at revision c65a235d7bf35f06ddebd7593648393de2427ad6)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              part_id: int64
              num_fillet: int64
              num_hole: int64
              num_plane: int64
              smallest_fillet_r: double
              smallest_hole_r: double
              load_face: string
              load_direction: int64
              load_scale: string
              global_size_initial: double
              global_size_final: double
              converged: int64
              top2_features: string
              local_refine_needed: int64
              local_size: double
              Unnamed: 15: double
              thickness: double
              maxsize: double
              load_id: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2585
              to
              {'part_id': Value('int64'), 'ftype': Value('string'), 'role': Value('string'), 'cx': Value('float64'), 'cy': Value('float64'), 'cz': Value('float64'), 'nx': Value('float64'), 'ny': Value('float64'), 'nz': Value('float64'), 'area': Value('float64'), 'bbox_dx': Value('float64'), 'bbox_dy': Value('float64'), 'bbox_dz': Value('float64'), 'dist_load': Value('float64'), 'nlx': Value('float64'), 'nly': Value('int64'), 'nlz': Value('int64'), 'dist_fixed': Value('float64'), 'nfx': Value('int64'), 'nfy': Value('int64'), 'nfz': Value('float64'), 'global_size_initial': Value('float64'), 'global_size_final': Value('float64'), 'local_size': Value('float64'), 'refine_needed': Value('int64'), 'converged': Value('int64'), 'load_face': Value('string'), 'load_direction': Value('int64'), 'load_scale': Value('string'), 'maxsize': Value('float64'), 'thickness': Value('float64'), 'load_id': 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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 ({'Unnamed: 15', 'num_hole', 'local_refine_needed', 'num_fillet', 'top2_features', 'num_plane', 'smallest_hole_r', 'smallest_fillet_r'}) and 21 missing columns ({'nfy', 'dist_fixed', 'nx', 'nlz', 'nlx', 'dist_load', 'nfz', 'cx', 'bbox_dx', 'bbox_dz', 'role', 'nz', 'cz', 'ftype', 'nfx', 'area', 'nly', 'refine_needed', 'bbox_dy', 'ny', 'cy'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Iris314/Mesh-gen-train/part_level.csv (at revision c65a235d7bf35f06ddebd7593648393de2427ad6)
              
              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)