ModelMonitorVersion

A version of a model monitor

KEY TYPE Description
modelMonitorVersion str The unique identifier of a model monitor version.
status str The current status of the model.
modelMonitorId str A reference to the model monitor this version belongs to.
monitoringStartedAt str The start time and date of the monitoring process.
monitoringCompletedAt str The end time and date of the monitoring process.
trainingFeatureGroupVersion List[str] Feature group version IDs that this refresh pipeline run is monitoring.
predictionFeatureGroupVersion List[str] Feature group version IDs that this refresh pipeline run is monitoring.
error str Relevant error if the status is FAILED.
pendingDeploymentIds list List of deployment IDs where deployment is pending.
failedDeploymentIds list List of failed deployment IDs.
metricConfigs List[dict] List of metric configs for the model monitor instance.
featureGroupMonitorConfigs dict Configurations for feature group monitor
metricTypes list List of metric types.
modelVersion List[str] Model version IDs that this refresh pipeline run is monitoring.
batchPredictionVersion str The batch prediction version this model monitor is monitoring
edaConfigs list The list of eda configs for the version
trainingForecastConfig dict The training forecast config for the monitor version
predictionForecastConfig dict The prediction forecast config for the monitor version
forecastFrequency str The forecast frequency for the monitor version
monitorDriftConfig dict The monitor drift config for the monitor version
predictionDataUseMappings dict The mapping of prediction data use to feature group version
trainingDataUseMappings dict The mapping of training data use to feature group version
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