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ImportFeaturesAnalysis(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every ImportFeatureValues operation.
Attributes |
|
---|---|
Name | Description |
state |
google.cloud.aiplatform_v1beta1.types.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State
Whether to enable / disable / inherite default hebavior for import features analysis. |
anomaly_detection_baseline |
google.cloud.aiplatform_v1beta1.types.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline
The baseline used to do anomaly detection for the statistics generated by import features analysis. |
Classes
Baseline
Baseline(value)
Defines the baseline to do anomaly detection for feature values imported by each ImportFeatureValues operation.
State
State(value)
The state defines whether to enable ImportFeature analysis.
Methods
ImportFeaturesAnalysis
ImportFeaturesAnalysis(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every ImportFeatureValues operation.