Class ModelMonitoringStatsAnomalies.Builder (3.84.0)

Version latest

• 3.84.0 (latest)
• 3.83.0
• 3.82.0
• 3.81.0
• 3.79.0
• 3.77.0
• 3.76.0
• 3.75.0
• 3.74.0
• 3.73.0
• 3.71.0
• 3.69.0
• 3.68.0
• 3.65.0
• 3.64.0
• 3.63.0
• 3.61.0
• 3.60.0
• 3.59.0
• 3.58.0
• 3.57.0
• 3.56.0
• 3.55.0
• 3.54.0
• 3.53.0
• 3.52.0
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

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

Statistics and anomalies generated by Model Monitoring.

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies

Inheritance

java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > ModelMonitoringStatsAnomalies.Builder

Implements

ModelMonitoringStatsAnomaliesOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessage.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.clear()

GeneratedMessage.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.clone()

GeneratedMessage.Builder.getAllFields()

GeneratedMessage.Builder.getDescriptorForType()

GeneratedMessage.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.getParentForChildren()

GeneratedMessage.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessage.Builder.getUnknownFieldSetBuilder()

GeneratedMessage.Builder.getUnknownFields()

GeneratedMessage.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.internalGetFieldAccessorTable()

GeneratedMessage.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMapFieldReflection(int)

GeneratedMessage.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessage.Builder.isClean()

GeneratedMessage.Builder.isInitialized()

GeneratedMessage.Builder.markClean()

GeneratedMessage.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownVarintField(int,int)

GeneratedMessage.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.onBuilt()

GeneratedMessage.Builder.onChanged()

com.google.protobuf.GeneratedMessage.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessage.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessage.Builder.setUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldsProto3(com.google.protobuf.UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

Methods

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

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;

Parameter
Name	Description
values	Iterable<? extends com.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies>

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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;

Parameter
Name	Description
value	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

addFeatureStats(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder builderForValue)

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;

Parameter
Name	Description
builderForValue	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

addFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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;

Parameters
Name	Description
index	int
value	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

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

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;

Parameters
Name	Description
index	int
builderForValue	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

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;

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

addFeatureStatsBuilder(int index)

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;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

build()

public ModelMonitoringStatsAnomalies build()

Returns
Type	Description
ModelMonitoringStatsAnomalies

buildPartial()

public ModelMonitoringStatsAnomalies buildPartial()

Returns
Type	Description
ModelMonitoringStatsAnomalies

clear()

public ModelMonitoringStatsAnomalies.Builder clear()

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

Overrides

GeneratedMessage.Builder<BuilderType>.clear()

clearAnomalyCount()

public ModelMonitoringStatsAnomalies.Builder clearAnomalyCount()

Number of anomalies within all stats.

int32 anomaly_count = 3;

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

clearDeployedModelId()

public ModelMonitoringStatsAnomalies.Builder clearDeployedModelId()

Deployed Model ID.

string deployed_model_id = 2;

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

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;

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

clearObjective()

public ModelMonitoringStatsAnomalies.Builder clearObjective()

Model Monitoring Objective those stats and anomalies belonging to.

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

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

getAnomalyCount()

public int getAnomalyCount()

Number of anomalies within all stats.

int32 anomaly_count = 3;

Returns
Type	Description
int	The anomalyCount.

getDefaultInstanceForType()

public ModelMonitoringStatsAnomalies getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringStatsAnomalies

getDeployedModelId()

public String getDeployedModelId()

Deployed Model ID.

string deployed_model_id = 2;

Returns
Type	Description
String	The deployedModelId.

getDeployedModelIdBytes()

public ByteString getDeployedModelIdBytes()

Deployed Model ID.

string deployed_model_id = 2;

Returns
Type	Description
ByteString	The bytes for deployedModelId.

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessage.Builder<BuilderType>.getDescriptorForType()

getFeatureStats(int index)

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;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

getFeatureStatsBuilder(int index)

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;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

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;

Returns
Type	Description
List<Builder>

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;

Returns
Type	Description
int

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;

Returns
Type	Description
List<FeatureHistoricStatsAnomalies>

getFeatureStatsOrBuilder(int index)

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;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

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;

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

getObjective()

public 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 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.

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessage.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessage.Builder<BuilderType>.isInitialized()

mergeFrom(ModelMonitoringStatsAnomalies other)

public ModelMonitoringStatsAnomalies.Builder mergeFrom(ModelMonitoringStatsAnomalies other)

Parameter
Name	Description
other	ModelMonitoringStatsAnomalies

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ModelMonitoringStatsAnomalies.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public ModelMonitoringStatsAnomalies.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

removeFeatureStats(int index)

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;

Parameter
Name	Description
index	int

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

setAnomalyCount(int value)

public ModelMonitoringStatsAnomalies.Builder setAnomalyCount(int value)

Number of anomalies within all stats.

int32 anomaly_count = 3;

Parameter
Name	Description
value	int The anomalyCount to set.

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

setDeployedModelId(String value)

public ModelMonitoringStatsAnomalies.Builder setDeployedModelId(String value)

Deployed Model ID.

string deployed_model_id = 2;

Parameter
Name	Description
value	String The deployedModelId to set.

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

setDeployedModelIdBytes(ByteString value)

public ModelMonitoringStatsAnomalies.Builder setDeployedModelIdBytes(ByteString value)

Deployed Model ID.

string deployed_model_id = 2;

Parameter
Name	Description
value	ByteString The bytes for deployedModelId to set.

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

setFeatureStats(int index, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies value)

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;

Parameters
Name	Description
index	int
value	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

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

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;

Parameters
Name	Description
index	int
builderForValue	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder

setObjective(ModelDeploymentMonitoringObjectiveType value)

public ModelMonitoringStatsAnomalies.Builder setObjective(ModelDeploymentMonitoringObjectiveType value)

Model Monitoring Objective those stats and anomalies belonging to.

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

Parameter
Name	Description
value	ModelDeploymentMonitoringObjectiveType The objective to set.

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.

setObjectiveValue(int value)

public ModelMonitoringStatsAnomalies.Builder setObjectiveValue(int value)

Model Monitoring Objective those stats and anomalies belonging to.

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

Parameter
Name	Description
value	int The enum numeric value on the wire for objective to set.

Returns
Type	Description
ModelMonitoringStatsAnomalies.Builder	This builder for chaining.