Datasets:

---

sumedh-r-m-6328

/

mouse_telemetry

like 1

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 2 new columns ({'predicted_prob', 'timestamp'})

This happened while the csv dataset builder was generating data using

hf://datasets/sumedh-r-m-6328/mouse_telemetry/signature_database.csv (at revision 7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb), [/tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_intruder.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_intruder.csv), /tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_owner.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_owner.csv), /tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/signature_database.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/signature_database.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/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, 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
              avg_speed: double
              speed_consistency: double
              avg_jerk: double
              max_jerk: double
              path_efficiency: double
              avg_angular_vel: double
              pause_rate: double
              spectral_energy: double
              dominant_frequency: int64
              entropy: double
              timestamp: string
              predicted_prob: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1757
              to
              {'avg_speed': Value('float64'), 'speed_consistency': Value('float64'), 'avg_jerk': Value('float64'), 'max_jerk': Value('float64'), 'path_efficiency': Value('float64'), 'avg_angular_vel': Value('float64'), 'pause_rate': Value('float64'), 'spectral_energy': Value('float64'), 'dominant_frequency': Value('int64'), 'entropy': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 2 new columns ({'predicted_prob', 'timestamp'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sumedh-r-m-6328/mouse_telemetry/signature_database.csv (at revision 7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb), [/tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_intruder.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_intruder.csv), /tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_owner.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/data_owner.csv), /tmp/hf-datasets-cache/medium/datasets/17069825721562-config-parquet-and-info-sumedh-r-m-6328-mouse_tel-b71a5c5f/hub/datasets--sumedh-r-m-6328--mouse_telemetry/snapshots/7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/signature_database.csv (origin=hf://datasets/sumedh-r-m-6328/mouse_telemetry@7b7e9df2b752a1d53e18ac74fcf158c00b7d66fb/signature_database.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)