Google Cloud Ai Platform V1 Client - Class ImportFeaturesAnalysis (0.10.0)

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

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

Methods

__construct

Constructor.

Parameters
NameDescription
data array

Optional. Data for populating the Message object.

↳ state int

Whether to enable / disable / inherite default hebavior for import features analysis.

↳ anomaly_detection_baseline int

The baseline used to do anomaly detection for the statistics generated by import features analysis.

getState

Whether to enable / disable / inherite default hebavior for import features analysis.

Generated from protobuf field .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State state = 1;

Returns
TypeDescription
int

setState

Whether to enable / disable / inherite default hebavior for import features analysis.

Generated from protobuf field .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State state = 1;

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getAnomalyDetectionBaseline

The baseline used to do anomaly detection for the statistics generated by import features analysis.

Generated from protobuf field .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline anomaly_detection_baseline = 2;

Returns
TypeDescription
int

setAnomalyDetectionBaseline

The baseline used to do anomaly detection for the statistics generated by import features analysis.

Generated from protobuf field .google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline anomaly_detection_baseline = 2;

Parameter
NameDescription
var int
Returns
TypeDescription
$this