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xpertsystems

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oil039-sample

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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 ({'start_timestamp', 'restart_successful', 'downtime_id', 'downtime_hours', 'repair_completed_timestamp', 'production_impact_usd'}) and 5 missing columns ({'timestamp', 'cavitation_score', 'acoustic_db', 'acoustic_anomaly_flag', 'ultrasonic_energy'}).

This happened while the csv dataset builder was generating data using

hf://datasets/xpertsystems/oil039-sample/downtime_events.csv (at revision fd759d28216fc4f34b0553da75155a6b04705870), [/tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/acoustic_signals.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/acoustic_signals.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/downtime_events.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/downtime_events.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/equipment_health_scores.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/equipment_health_scores.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/equipment_master.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/equipment_master.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/failure_events.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/failure_events.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/fft_spectra.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/fft_spectra.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/lubrication_analysis.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/lubrication_analysis.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/maintenance_workorders.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/maintenance_workorders.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/predictive_labels.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/predictive_labels.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/pressure_telemetry.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/pressure_telemetry.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/remaining_useful_life.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/remaining_useful_life.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/temperature_anomalies.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/temperature_anomalies.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/vibration_signatures.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/vibration_signatures.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
              downtime_id: string
              equipment_id: string
              start_timestamp: string
              downtime_hours: double
              production_impact_usd: double
              repair_completed_timestamp: string
              restart_successful: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1191
              to
              {'timestamp': Value('string'), 'equipment_id': Value('string'), 'acoustic_db': Value('float64'), 'ultrasonic_energy': Value('float64'), 'cavitation_score': Value('float64'), 'acoustic_anomaly_flag': Value('bool')}
              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 6 new columns ({'start_timestamp', 'restart_successful', 'downtime_id', 'downtime_hours', 'repair_completed_timestamp', 'production_impact_usd'}) and 5 missing columns ({'timestamp', 'cavitation_score', 'acoustic_db', 'acoustic_anomaly_flag', 'ultrasonic_energy'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/xpertsystems/oil039-sample/downtime_events.csv (at revision fd759d28216fc4f34b0553da75155a6b04705870), [/tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/acoustic_signals.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/acoustic_signals.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/downtime_events.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/downtime_events.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/equipment_health_scores.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/equipment_health_scores.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/equipment_master.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/equipment_master.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/failure_events.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/failure_events.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/fft_spectra.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/fft_spectra.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/lubrication_analysis.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/lubrication_analysis.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/maintenance_workorders.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/maintenance_workorders.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/predictive_labels.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/predictive_labels.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/pressure_telemetry.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/pressure_telemetry.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/remaining_useful_life.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/remaining_useful_life.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/temperature_anomalies.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/temperature_anomalies.csv), /tmp/hf-datasets-cache/medium/datasets/92286862308605-config-parquet-and-info-xpertsystems-oil039-sampl-b911abad/hub/datasets--xpertsystems--oil039-sample/snapshots/fd759d28216fc4f34b0553da75155a6b04705870/vibration_signatures.csv (origin=hf://datasets/xpertsystems/oil039-sample@fd759d28216fc4f34b0553da75155a6b04705870/vibration_signatures.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)