Class ImportFeaturesAnalysis (1.17.1)

Version 1.17.1

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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_v1.types.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State Whether to enable / disable / inherite default hebavior for import features analysis.
anomaly_detection_baseline	google.cloud.aiplatform_v1.types.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline The baseline used to do anomaly detection for the statistics generated by import features analysis.

Inheritance

builtins.object > proto.message.Message > ImportFeaturesAnalysis

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.