Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis (v0.55.0)

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis.

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.

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#anomaly_detection_baseline

def anomaly_detection_baseline() -> ::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline

Returns

• (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline) — The baseline used to do anomaly detection for the statistics generated by import features analysis.

#anomaly_detection_baseline=

def anomaly_detection_baseline=(value) -> ::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline

Parameter

• value (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline) — The baseline used to do anomaly detection for the statistics generated by import features analysis.

Returns

• (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::Baseline) — The baseline used to do anomaly detection for the statistics generated by import features analysis.

#state

def state() -> ::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::State

Returns

• (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::State) — Whether to enable / disable / inherite default hebavior for import features analysis.

#state=

def state=(value) -> ::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::State

Parameter

• value (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::State) — Whether to enable / disable / inherite default hebavior for import features analysis.

Returns

• (::Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::ImportFeaturesAnalysis::State) — Whether to enable / disable / inherite default hebavior for import features analysis.