com.google.cloud.aiplatform.v1

Interface ModelMonitoringStatsAnomaliesOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringStatsAnomalies, ModelMonitoringStatsAnomalies.Builder

public interface ModelMonitoringStatsAnomaliesOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
int	getAnomalyCount() Number of anomalies within all stats.
String	getDeployedModelId() Deployed Model ID.
com.google.protobuf.ByteString	getDeployedModelIdBytes() Deployed Model ID.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	getFeatureStats(int index) A list of historical Stats and Anomalies generated for all Features.
int	getFeatureStatsCount() A list of historical Stats and Anomalies generated for all Features.
List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies>	getFeatureStatsList() A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder	getFeatureStatsOrBuilder(int index) A list of historical Stats and Anomalies generated for all Features.
List<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder>	getFeatureStatsOrBuilderList() A list of historical Stats and Anomalies generated for all Features.
ModelDeploymentMonitoringObjectiveType	getObjective() Model Monitoring Objective those stats and anomalies belonging to.
int	getObjectiveValue() Model Monitoring Objective those stats and anomalies belonging to.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getObjectiveValue

int getObjectiveValue()

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Returns:

The enum numeric value on the wire for objective.

getObjective

ModelDeploymentMonitoringObjectiveType getObjective()

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Returns:

The objective.

getDeployedModelId

String getDeployedModelId()

 Deployed Model ID.
 

string deployed_model_id = 2;

Returns:

The deployedModelId.

getDeployedModelIdBytes

com.google.protobuf.ByteString getDeployedModelIdBytes()

 Deployed Model ID.
 

string deployed_model_id = 2;

Returns:

The bytes for deployedModelId.

getAnomalyCount

int getAnomalyCount()

 Number of anomalies within all stats.
 

int32 anomaly_count = 3;

Returns:

The anomalyCount.

getFeatureStatsList

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;

getFeatureStats

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;

getFeatureStatsCount

int getFeatureStatsCount()

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

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

getFeatureStatsOrBuilderList

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;

getFeatureStatsOrBuilder

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;