GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig class

Configuration of how features in Featurestore are monitored.

Constructors

GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig({Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig>? categoricalThresholdConfig, Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis>? importFeaturesAnalysis, Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig>? numericalThresholdConfig, Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigSnapshotAnalysis>? snapshotAnalysis})

Creates a new GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig. categoricalThresholdConfig 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). importFeaturesAnalysis The config for ImportFeatures Analysis Based Feature Monitoring. numericalThresholdConfig 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). snapshotAnalysis The config for Snapshot Analysis Based Feature Monitoring.

const

GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig.fromMap(Map<String, dynamic> map)

factory

Properties

categoricalThresholdConfig → Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig>?

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).

final

hashCode → int

The hash code for this object.

no setter, inherited

importFeaturesAnalysis → Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigImportFeaturesAnalysis>?

The config for ImportFeatures Analysis Based Feature Monitoring.

final

numericalThresholdConfig → Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigThresholdConfig>?

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).

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

snapshotAnalysis → Input<GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfigSnapshotAnalysis>?

The config for Snapshot Analysis Based Feature Monitoring.

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited