Datasets:

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xpertsystems

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oil044-sample

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Xpert Systems Inc 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 3 new columns ({'criticality_level', 'autonomy_risk_score', 'intervention_probability'}) and 5 missing columns ({'location_lat', 'autonomy_level', 'asset_type', 'operational_status', 'location_lon'}).

This happened while the csv dataset builder was generating data using

hf://datasets/xpertsystems/oil044-sample/autonomous_labels.csv (at revision f474f46c311eadbc4bbcc38583802a29a38ef484), [/tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_assets.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_assets.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_labels.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_labels.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/drone_missions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/drone_missions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/edge_ai_decisions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/edge_ai_decisions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/equipment_telemetry.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/equipment_telemetry.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/predictive_maintenance.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/predictive_maintenance.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/remote_control_sessions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/remote_control_sessions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/robotic_operations.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/robotic_operations.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              asset_id: string
              autonomy_risk_score: double
              intervention_probability: double
              criticality_level: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 799
              to
              {'asset_id': Value('string'), 'asset_type': Value('string'), 'autonomy_level': Value('int64'), 'operational_status': Value('string'), 'location_lat': Value('float64'), 'location_lon': 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 3 new columns ({'criticality_level', 'autonomy_risk_score', 'intervention_probability'}) and 5 missing columns ({'location_lat', 'autonomy_level', 'asset_type', 'operational_status', 'location_lon'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/xpertsystems/oil044-sample/autonomous_labels.csv (at revision f474f46c311eadbc4bbcc38583802a29a38ef484), [/tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_assets.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_assets.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_labels.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/autonomous_labels.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/drone_missions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/drone_missions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/edge_ai_decisions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/edge_ai_decisions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/equipment_telemetry.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/equipment_telemetry.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/predictive_maintenance.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/predictive_maintenance.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/remote_control_sessions.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/remote_control_sessions.csv), /tmp/hf-datasets-cache/medium/datasets/40805738757958-config-parquet-and-info-xpertsystems-oil044-sampl-1b5aded9/hub/datasets--xpertsystems--oil044-sample/snapshots/f474f46c311eadbc4bbcc38583802a29a38ef484/robotic_operations.csv (origin=hf://datasets/xpertsystems/oil044-sample@f474f46c311eadbc4bbcc38583802a29a38ef484/robotic_operations.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)