Datasets:

---

bala-ai

/

vehicle-engine-failure-prediction

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 ({'Engine Condition'}) and 15 missing columns ({'lube_stress', 'thermal_ratio', 'rpm_x_temp', 'temp_x_fuelpress', 'press_balance', 'oil_temp_squared', 'cool_vs_lube_balance', 'delta_temp', 'cooling_eff_index', 'fuel_eff_proxy', 'oil_viscosity_proxy', 'oilpress_x_fuelpress', 'total_pressure', 'rpm_x_oilpress', 'coolant_temp_squared'}).

This happened while the csv dataset builder was generating data using

hf://datasets/bala-ai/vehicle-engine-failure-prediction/engine_data.csv (at revision 9b47bcbc01fa178723a6f729c6b6a4436a6f86bd)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Engine rpm: int64
              Lub oil pressure: double
              Fuel pressure: double
              Coolant pressure: double
              lub oil temp: double
              Coolant temp: double
              Engine Condition: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1152
              to
              {'Engine rpm': Value('int64'), 'Lub oil pressure': Value('float64'), 'Fuel pressure': Value('float64'), 'Coolant pressure': Value('float64'), 'lub oil temp': Value('float64'), 'Coolant temp': Value('float64'), 'delta_temp': Value('float64'), 'oil_viscosity_proxy': Value('float64'), 'cooling_eff_index': Value('float64'), 'oil_temp_squared': Value('float64'), 'coolant_temp_squared': Value('float64'), 'thermal_ratio': Value('float64'), 'fuel_eff_proxy': Value('float64'), 'lube_stress': Value('float64'), 'press_balance': Value('float64'), 'cool_vs_lube_balance': Value('float64'), 'total_pressure': Value('float64'), 'rpm_x_oilpress': Value('float64'), 'temp_x_fuelpress': Value('float64'), 'rpm_x_temp': Value('float64'), 'oilpress_x_fuelpress': Value('float64')}
              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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 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 1 new columns ({'Engine Condition'}) and 15 missing columns ({'lube_stress', 'thermal_ratio', 'rpm_x_temp', 'temp_x_fuelpress', 'press_balance', 'oil_temp_squared', 'cool_vs_lube_balance', 'delta_temp', 'cooling_eff_index', 'fuel_eff_proxy', 'oil_viscosity_proxy', 'oilpress_x_fuelpress', 'total_pressure', 'rpm_x_oilpress', 'coolant_temp_squared'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/bala-ai/vehicle-engine-failure-prediction/engine_data.csv (at revision 9b47bcbc01fa178723a6f729c6b6a4436a6f86bd)
              
              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)