Interface FeaturestoreMonitoringConfigOrBuilder (3.33.0)

Version 3.33.0

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public interface FeaturestoreMonitoringConfigOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getCategoricalThresholdConfig()

public abstract FeaturestoreMonitoringConfig.ThresholdConfig getCategoricalThresholdConfig()

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Returns
Type	Description
FeaturestoreMonitoringConfig.ThresholdConfig	The categoricalThresholdConfig.

getCategoricalThresholdConfigOrBuilder()

public abstract FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getCategoricalThresholdConfigOrBuilder()

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Returns
Type	Description
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

getImportFeaturesAnalysis()

public abstract FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()

The config for ImportFeatures Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Returns
Type	Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis	The importFeaturesAnalysis.

getImportFeaturesAnalysisOrBuilder()

public abstract FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()

The config for ImportFeatures Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Returns
Type	Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder

getNumericalThresholdConfig()

public abstract FeaturestoreMonitoringConfig.ThresholdConfig getNumericalThresholdConfig()

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Returns
Type	Description
FeaturestoreMonitoringConfig.ThresholdConfig	The numericalThresholdConfig.

getNumericalThresholdConfigOrBuilder()

public abstract FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getNumericalThresholdConfigOrBuilder()

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Returns
Type	Description
FeaturestoreMonitoringConfig.ThresholdConfig