Class ImportFeaturesAnalysis (1.52.0)

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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.