Datasets:

ifw-arz

/

data_examples

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 6 new columns ({'Axial Force', 'Bending Moment', 'Bm Y', 'Torsion', 'time', 'Bm X'}) and 26 missing columns ({'Spindelstrom', 'opcua_mks_Y', 'ACT_POSITION_Y', 'ACT_POSITION_C', 'ACT_VELOCITY_A', 'ACT_VELOCITY_C', 'opcua_mks_A', 'ACT_VELOCITY_X', 'opcua_mks_X', 'ACT_POSITION_Z', 'ACT_POSITION_X', 'opcua_actSpeed_6', 'opcua_mks_Z', 'opcua_actSpeed_5', 'opcua_aaLoad_6', 'ACT_VELOCITY_Z', 'TwinCatTime', 'Systemzeit', 'opcua_actSpeed_2', 'ACT_VELOCITY_Y', 'opcua_actSpeed_3', 'ACT_POSITION_A', 'opcua_actSpeed_4', 'opcua_mks_C', 'opcua_actSpeed_1', 'Spindeldrehzahl'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ifw-arz/data_examples/Spike_Analysis_Example.csv (at revision 9fe5ab9d826cb84d11ec4ce5c567da2cae622b15)

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 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              time: string
              Axial Force: double
              Bm Y: double
              Bending Moment: double
              Bm X: double
              Torsion: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 956
              to
              {'TwinCatTime': Value(dtype='float64', id=None), 'ACT_POSITION_X': Value(dtype='float64', id=None), 'ACT_POSITION_Y': Value(dtype='float64', id=None), 'ACT_POSITION_Z': Value(dtype='float64', id=None), 'ACT_POSITION_A': Value(dtype='float64', id=None), 'ACT_POSITION_C': Value(dtype='float64', id=None), 'ACT_VELOCITY_A': Value(dtype='float64', id=None), 'ACT_VELOCITY_C': Value(dtype='float64', id=None), 'ACT_VELOCITY_X': Value(dtype='float64', id=None), 'ACT_VELOCITY_Y': Value(dtype='float64', id=None), 'ACT_VELOCITY_Z': Value(dtype='float64', id=None), 'Spindelstrom': Value(dtype='float64', id=None), 'Spindeldrehzahl': Value(dtype='float64', id=None), 'opcua_mks_X': Value(dtype='float64', id=None), 'opcua_mks_Y': Value(dtype='float64', id=None), 'opcua_mks_Z': Value(dtype='float64', id=None), 'opcua_mks_A': Value(dtype='float64', id=None), 'opcua_mks_C': Value(dtype='float64', id=None), 'opcua_actSpeed_1': Value(dtype='float64', id=None), 'opcua_actSpeed_2': Value(dtype='float64', id=None), 'opcua_actSpeed_3': Value(dtype='float64', id=None), 'opcua_actSpeed_4': Value(dtype='float64', id=None), 'opcua_actSpeed_5': Value(dtype='float64', id=None), 'opcua_aaLoad_6': Value(dtype='float64', id=None), 'opcua_actSpeed_6': Value(dtype='float64', id=None), 'Systemzeit': 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 6 new columns ({'Axial Force', 'Bending Moment', 'Bm Y', 'Torsion', 'time', 'Bm X'}) and 26 missing columns ({'Spindelstrom', 'opcua_mks_Y', 'ACT_POSITION_Y', 'ACT_POSITION_C', 'ACT_VELOCITY_A', 'ACT_VELOCITY_C', 'opcua_mks_A', 'ACT_VELOCITY_X', 'opcua_mks_X', 'ACT_POSITION_Z', 'ACT_POSITION_X', 'opcua_actSpeed_6', 'opcua_mks_Z', 'opcua_actSpeed_5', 'opcua_aaLoad_6', 'ACT_VELOCITY_Z', 'TwinCatTime', 'Systemzeit', 'opcua_actSpeed_2', 'ACT_VELOCITY_Y', 'opcua_actSpeed_3', 'ACT_POSITION_A', 'opcua_actSpeed_4', 'opcua_mks_C', 'opcua_actSpeed_1', 'Spindeldrehzahl'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ifw-arz/data_examples/Spike_Analysis_Example.csv (at revision 9fe5ab9d826cb84d11ec4ce5c567da2cae622b15)
              
              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)