Interface ModelMonitoringStatsAnomaliesOrBuilder (3.20.0)

Version 3.20.0

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public interface ModelMonitoringStatsAnomaliesOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getAnomalyCount()

public abstract int getAnomalyCount()

Number of anomalies within all stats.

int32 anomaly_count = 3;

Returns
Type	Description
int	The anomalyCount.

getDeployedModelId()

public abstract String getDeployedModelId()

Deployed Model ID.

string deployed_model_id = 2;

Returns
Type	Description
String	The deployedModelId.

getDeployedModelIdBytes()

public abstract ByteString getDeployedModelIdBytes()

Deployed Model ID.

string deployed_model_id = 2;

Returns
Type	Description
ByteString	The bytes for deployedModelId.

getFeatureStats(int index)

public abstract ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getFeatureStats(int index)

A list of historical Stats and Anomalies generated for all Features.

repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

getFeatureStatsCount()

public abstract int getFeatureStatsCount()

A list of historical Stats and Anomalies generated for all Features.

repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;

Returns
Type	Description
int

getFeatureStatsList()

public abstract List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> getFeatureStatsList()

A list of historical Stats and Anomalies generated for all Features.

repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;

Returns
Type	Description
List<FeatureHistoricStatsAnomalies>

getFeatureStatsOrBuilder(int index)

public abstract ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder getFeatureStatsOrBuilder(int index)

A list of historical Stats and Anomalies generated for all Features.

repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getFeatureStatsOrBuilderList()

public abstract List<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder> getFeatureStatsOrBuilderList()

A list of historical Stats and Anomalies generated for all Features.

repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;

Returns
Type	Description
List<? extends com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder>

getObjective()

public abstract ModelDeploymentMonitoringObjectiveType getObjective()

Model Monitoring Objective those stats and anomalies belonging to.

.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;

Returns
Type	Description
ModelDeploymentMonitoringObjectiveType	The objective.

getObjectiveValue()

public abstract int getObjectiveValue()

Model Monitoring Objective those stats and anomalies belonging to.

.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;

Returns
Type	Description
int	The enum numeric value on the wire for objective.