Google Cloud Ai Platform V1 Client - Class FeaturestoreMonitoringConfig (0.20.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeaturestoreMonitoringConfig.

Configuration of how features in Featurestore are monitored.

Generated from protobuf message google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
`data`	`array` Optional. Data for populating the Message object.
`↳ snapshot_analysis`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis` The config for Snapshot Analysis Based Feature Monitoring.
`↳ import_features_analysis`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis` The config for ImportFeatures Analysis Based Feature Monitoring.
`↳ numerical_threshold_config`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig` 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).
`↳ categorical_threshold_config`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig` 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).

getSnapshotAnalysis

The config for Snapshot Analysis Based Feature Monitoring.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis\|null`

hasSnapshotAnalysis

clearSnapshotAnalysis

setSnapshotAnalysis

The config for Snapshot Analysis Based Feature Monitoring.

Parameter
Name	Description
`var`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis`

Returns
Type	Description
`$this`

getImportFeaturesAnalysis

The config for ImportFeatures Analysis Based Feature Monitoring.

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis\|null`

hasImportFeaturesAnalysis

clearImportFeaturesAnalysis

setImportFeaturesAnalysis

The config for ImportFeatures Analysis Based Feature Monitoring.

Parameter
Name	Description
`var`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis`

Returns
Type	Description
`$this`

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).

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig\|null`

hasNumericalThresholdConfig

clearNumericalThresholdConfig

setNumericalThresholdConfig

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).

Parameter
Name	Description
`var`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig`

Returns
Type	Description
`$this`

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).

Returns
Type	Description
`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig\|null`

hasCategoricalThresholdConfig

clearCategoricalThresholdConfig

setCategoricalThresholdConfig

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).

Parameter
Name	Description
`var`	`Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig`

Returns
Type	Description
`$this`