Package com.google.cloud.aiplatform.v1

Class ModelMonitoringStatsAnomalies.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.Builder

All Implemented Interfaces:

ModelMonitoringStatsAnomaliesOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringStatsAnomalies

public static final class ModelMonitoringStatsAnomalies.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>
implements ModelMonitoringStatsAnomaliesOrBuilder

 Statistics and anomalies generated by Model Monitoring.
 

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies

Method Summary

Modifier and Type	Method	Description
ModelMonitoringStatsAnomalies.Builder	addAllFeatureStats(Iterable<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> values)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	addFeatureStatsBuilder()	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	addFeatureStatsBuilder(int index)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies	build()
ModelMonitoringStatsAnomalies	buildPartial()
ModelMonitoringStatsAnomalies.Builder	clear()
ModelMonitoringStatsAnomalies.Builder	clearAnomalyCount()	Number of anomalies within all stats.
ModelMonitoringStatsAnomalies.Builder	clearDeployedModelId()	Deployed Model ID.
ModelMonitoringStatsAnomalies.Builder	clearFeatureStats()	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	clearObjective()	Model Monitoring Objective those stats and anomalies belonging to.
int	getAnomalyCount()	Number of anomalies within all stats.
ModelMonitoringStatsAnomalies	getDefaultInstanceForType()
String	getDeployedModelId()	Deployed Model ID.
com.google.protobuf.ByteString	getDeployedModelIdBytes()	Deployed Model ID.
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	getFeatureStats(int index)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	getFeatureStatsBuilder(int index)	A list of historical Stats and Anomalies generated for all Features.
List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder>	getFeatureStatsBuilderList()	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.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ModelMonitoringStatsAnomalies.Builder	mergeFrom(ModelMonitoringStatsAnomalies other)
ModelMonitoringStatsAnomalies.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringStatsAnomalies.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringStatsAnomalies.Builder	removeFeatureStats(int index)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	setAnomalyCount(int value)	Number of anomalies within all stats.
ModelMonitoringStatsAnomalies.Builder	setDeployedModelId(String value)	Deployed Model ID.
ModelMonitoringStatsAnomalies.Builder	setDeployedModelIdBytes(com.google.protobuf.ByteString value)	Deployed Model ID.
ModelMonitoringStatsAnomalies.Builder	setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)	A list of historical Stats and Anomalies generated for all Features.
ModelMonitoringStatsAnomalies.Builder	setObjective(ModelDeploymentMonitoringObjectiveType value)	Model Monitoring Objective those stats and anomalies belonging to.
ModelMonitoringStatsAnomalies.Builder	setObjectiveValue(int value)	Model Monitoring Objective those stats and anomalies belonging to.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Method Details

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

clear

public ModelMonitoringStatsAnomalies.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

getDefaultInstanceForType

public ModelMonitoringStatsAnomalies getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringStatsAnomalies build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ModelMonitoringStatsAnomalies buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public ModelMonitoringStatsAnomalies.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

mergeFrom

public ModelMonitoringStatsAnomalies.Builder mergeFrom(ModelMonitoringStatsAnomalies other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

mergeFrom

public ModelMonitoringStatsAnomalies.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsAnomalies.Builder>

Throws:

IOException

getObjectiveValue

public int getObjectiveValue()

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Specified by:

getObjectiveValue in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The enum numeric value on the wire for objective.

setObjectiveValue

public ModelMonitoringStatsAnomalies.Builder setObjectiveValue(int value)

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Parameters:

value - The enum numeric value on the wire for objective to set.

Returns:

This builder for chaining.

getObjective

public ModelDeploymentMonitoringObjectiveType getObjective()

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Specified by:

getObjective in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The objective.

setObjective

public ModelMonitoringStatsAnomalies.Builder setObjective(ModelDeploymentMonitoringObjectiveType value)

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Parameters:

value - The objective to set.

Returns:

This builder for chaining.

clearObjective

public ModelMonitoringStatsAnomalies.Builder clearObjective()

 Model Monitoring Objective those stats and anomalies belonging to.
 

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

Returns:

This builder for chaining.

getDeployedModelId

public String getDeployedModelId()

 Deployed Model ID.
 

string deployed_model_id = 2;

Specified by:

getDeployedModelId in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The deployedModelId.

getDeployedModelIdBytes

public com.google.protobuf.ByteString getDeployedModelIdBytes()

 Deployed Model ID.
 

string deployed_model_id = 2;

Specified by:

getDeployedModelIdBytes in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The bytes for deployedModelId.

setDeployedModelId

public ModelMonitoringStatsAnomalies.Builder setDeployedModelId(String value)

 Deployed Model ID.
 

string deployed_model_id = 2;

Parameters:

value - The deployedModelId to set.

Returns:

This builder for chaining.

clearDeployedModelId

public ModelMonitoringStatsAnomalies.Builder clearDeployedModelId()

 Deployed Model ID.
 

string deployed_model_id = 2;

Returns:

This builder for chaining.

setDeployedModelIdBytes

public ModelMonitoringStatsAnomalies.Builder setDeployedModelIdBytes(com.google.protobuf.ByteString value)

 Deployed Model ID.
 

string deployed_model_id = 2;

Parameters:

value - The bytes for deployedModelId to set.

Returns:

This builder for chaining.

getAnomalyCount

public int getAnomalyCount()

 Number of anomalies within all stats.
 

int32 anomaly_count = 3;

Specified by:

getAnomalyCount in interface ModelMonitoringStatsAnomaliesOrBuilder

Returns:

The anomalyCount.

setAnomalyCount

public ModelMonitoringStatsAnomalies.Builder setAnomalyCount(int value)

 Number of anomalies within all stats.
 

int32 anomaly_count = 3;

Parameters:

value - The anomalyCount to set.

Returns:

This builder for chaining.

clearAnomalyCount

public ModelMonitoringStatsAnomalies.Builder clearAnomalyCount()

 Number of anomalies within all stats.
 

int32 anomaly_count = 3;

Returns:

This builder for chaining.

getFeatureStatsList

public 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;

Specified by:

getFeatureStatsList in interface ModelMonitoringStatsAnomaliesOrBuilder

getFeatureStatsCount

public int getFeatureStatsCount()

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

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

Specified by:

getFeatureStatsCount in interface ModelMonitoringStatsAnomaliesOrBuilder

getFeatureStats

public 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;

Specified by:

getFeatureStats in interface ModelMonitoringStatsAnomaliesOrBuilder

setFeatureStats

public ModelMonitoringStatsAnomalies.Builder setFeatureStats(int index,
 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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

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

setFeatureStats

public ModelMonitoringStatsAnomalies.Builder setFeatureStats(int index,
 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)

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

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

addFeatureStats

public ModelMonitoringStatsAnomalies.Builder addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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

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

addFeatureStats

public ModelMonitoringStatsAnomalies.Builder addFeatureStats(int index,
 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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

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

addFeatureStats

public ModelMonitoringStatsAnomalies.Builder addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)

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

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

addFeatureStats

public ModelMonitoringStatsAnomalies.Builder addFeatureStats(int index,
 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)

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

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

addAllFeatureStats

public ModelMonitoringStatsAnomalies.Builder addAllFeatureStats(Iterable<? extends ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> values)

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

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

clearFeatureStats

public ModelMonitoringStatsAnomalies.Builder clearFeatureStats()

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

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

removeFeatureStats

public ModelMonitoringStatsAnomalies.Builder removeFeatureStats(int index)

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

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

getFeatureStatsBuilder

public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder getFeatureStatsBuilder(int index)

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

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

getFeatureStatsOrBuilder

public 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;

Specified by:

getFeatureStatsOrBuilder in interface ModelMonitoringStatsAnomaliesOrBuilder

getFeatureStatsOrBuilderList

public 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;

Specified by:

getFeatureStatsOrBuilderList in interface ModelMonitoringStatsAnomaliesOrBuilder

addFeatureStatsBuilder

public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addFeatureStatsBuilder()

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

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

addFeatureStatsBuilder

public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder addFeatureStatsBuilder(int index)

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

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

getFeatureStatsBuilderList

public List<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder> getFeatureStatsBuilderList()

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

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