Class AutoscalingMetricSpec.Builder (3.73.0)

public static final class AutoscalingMetricSpec.Builder extends GeneratedMessageV3.Builder<AutoscalingMetricSpec.Builder> implements AutoscalingMetricSpecOrBuilder

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Protobuf type google.cloud.aiplatform.v1beta1.AutoscalingMetricSpec

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoscalingMetricSpec.Builder

Implements

AutoscalingMetricSpecOrBuilder

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)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(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

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public AutoscalingMetricSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public AutoscalingMetricSpec build()

Returns
Type	Description
`AutoscalingMetricSpec`

buildPartial()

public AutoscalingMetricSpec buildPartial()

Returns
Type	Description
`AutoscalingMetricSpec`

clear()

public AutoscalingMetricSpec.Builder clear()

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearField(Descriptors.FieldDescriptor field)

public AutoscalingMetricSpec.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
`field`	`FieldDescriptor`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearMetricName()

public AutoscalingMetricSpec.Builder clearMetricName()

Required. The resource metric name. Supported metrics:

For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
aiplatform.googleapis.com/prediction/online/request_count

string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
`AutoscalingMetricSpec.Builder`	This builder for chaining.

clearMonitoredResourceLabels()

public AutoscalingMetricSpec.Builder clearMonitoredResourceLabels()

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

clearOneof(Descriptors.OneofDescriptor oneof)

public AutoscalingMetricSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
`oneof`	`OneofDescriptor`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearTarget()

public AutoscalingMetricSpec.Builder clearTarget()

The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.

int32 target = 2;

Returns
Type	Description
`AutoscalingMetricSpec.Builder`	This builder for chaining.

clone()

public AutoscalingMetricSpec.Builder clone()

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

containsMonitoredResourceLabels(String key)

public boolean containsMonitoredResourceLabels(String key)

Optional. The Cloud Monitoring monitored resource labels as key value pairs used for metrics filtering. See Cloud Monitoring Labels https://cloud.google.com/monitoring/api/v3/metric-model#generic-label-info

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`boolean`

getDefaultInstanceForType()

public AutoscalingMetricSpec getDefaultInstanceForType()

Returns
Type	Description
`AutoscalingMetricSpec`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getMetricName()

public String getMetricName()

Required. The resource metric name. Supported metrics:

For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
aiplatform.googleapis.com/prediction/online/request_count

string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
`String`	The metricName.

getMetricNameBytes()

public ByteString getMetricNameBytes()

Required. The resource metric name. Supported metrics:

For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
aiplatform.googleapis.com/prediction/online/request_count

string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
Type	Description
`ByteString`	The bytes for metricName.

getMonitoredResourceLabels() (deprecated)

public Map<String,String> getMonitoredResourceLabels()

Use #getMonitoredResourceLabelsMap() instead.

Returns
Type	Description
`Map<String,String>`

getMonitoredResourceLabelsCount()

public int getMonitoredResourceLabelsCount()

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`int`

getMonitoredResourceLabelsMap()

public Map<String,String> getMonitoredResourceLabelsMap()

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Map<String,String>`

getMonitoredResourceLabelsOrDefault(String key, String defaultValue)

public String getMonitoredResourceLabelsOrDefault(String key, String defaultValue)

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameters
Name	Description
`key`	`String`
`defaultValue`	`String`

Returns
Type	Description
`String`

getMonitoredResourceLabelsOrThrow(String key)

public String getMonitoredResourceLabelsOrThrow(String key)

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`String`

getMutableMonitoredResourceLabels() (deprecated)

public Map<String,String> getMutableMonitoredResourceLabels()

Use alternate mutation accessors instead.

Returns
Type	Description
`Map<String,String>`

getTarget()

public int getTarget()

int32 target = 2;

Returns
Type	Description
`int`	The target.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Parameter
Name	Description
`number`	`int`

Returns
Type	Description
`com.google.protobuf.MapFieldReflectionAccessor`

Overrides

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

internalGetMutableMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)

Parameter
Name	Description
`number`	`int`

Returns
Type	Description
`com.google.protobuf.MapFieldReflectionAccessor`

Overrides

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeFrom(AutoscalingMetricSpec other)

public AutoscalingMetricSpec.Builder mergeFrom(AutoscalingMetricSpec other)

Parameter
Name	Description
`other`	`AutoscalingMetricSpec`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

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

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public AutoscalingMetricSpec.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

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

mergeUnknownFields(UnknownFieldSet unknownFields)

public final AutoscalingMetricSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

putAllMonitoredResourceLabels(Map<String,String> values)

public AutoscalingMetricSpec.Builder putAllMonitoredResourceLabels(Map<String,String> values)

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`values`	`Map<String,String>`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

putMonitoredResourceLabels(String key, String value)

public AutoscalingMetricSpec.Builder putMonitoredResourceLabels(String key, String value)

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameters
Name	Description
`key`	`String`
`value`	`String`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

removeMonitoredResourceLabels(String key)

public AutoscalingMetricSpec.Builder removeMonitoredResourceLabels(String key)

map<string, string> monitored_resource_labels = 3 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

setField(Descriptors.FieldDescriptor field, Object value)

public AutoscalingMetricSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setMetricName(String value)

public AutoscalingMetricSpec.Builder setMetricName(String value)

Required. The resource metric name. Supported metrics:

For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
aiplatform.googleapis.com/prediction/online/request_count

string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
`value`	`String` The metricName to set.

Returns
Type	Description
`AutoscalingMetricSpec.Builder`	This builder for chaining.

setMetricNameBytes(ByteString value)

public AutoscalingMetricSpec.Builder setMetricNameBytes(ByteString value)

Required. The resource metric name. Supported metrics:

For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
aiplatform.googleapis.com/prediction/online/cpu/utilization
aiplatform.googleapis.com/prediction/online/request_count

string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];

Parameter
Name	Description
`value`	`ByteString` The bytes for metricName to set.

Returns
Type	Description
`AutoscalingMetricSpec.Builder`	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public AutoscalingMetricSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`index`	`int`
`value`	`Object`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setTarget(int value)

public AutoscalingMetricSpec.Builder setTarget(int value)

int32 target = 2;

Parameter
Name	Description
`value`	`int` The target to set.

Returns
Type	Description
`AutoscalingMetricSpec.Builder`	This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final AutoscalingMetricSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`AutoscalingMetricSpec.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)

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Inheritance

Implements

Inherited Members

Static Methods

getDescriptor()

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

buildPartial()

clear()

clearField(Descriptors.FieldDescriptor field)

clearMetricName()

clearMonitoredResourceLabels()

clearOneof(Descriptors.OneofDescriptor oneof)

clearTarget()

clone()

containsMonitoredResourceLabels(String key)

getDefaultInstanceForType()

getDescriptorForType()

getMetricName()

getMetricNameBytes()

getMonitoredResourceLabels() (deprecated)

getMonitoredResourceLabelsCount()

getMonitoredResourceLabelsMap()

getMonitoredResourceLabelsOrDefault(String key, String defaultValue)

getMonitoredResourceLabelsOrThrow(String key)

getMutableMonitoredResourceLabels() (deprecated)

getTarget()

internalGetFieldAccessorTable()

internalGetMapFieldReflection(int number)

internalGetMutableMapFieldReflection(int number)

isInitialized()

mergeFrom(AutoscalingMetricSpec other)

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

mergeFrom(Message other)

mergeUnknownFields(UnknownFieldSet unknownFields)

putAllMonitoredResourceLabels(Map<String,String> values)

putMonitoredResourceLabels(String key, String value)

removeMonitoredResourceLabels(String key)

setField(Descriptors.FieldDescriptor field, Object value)

setMetricName(String value)

setMetricNameBytes(ByteString value)

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setTarget(int value)

setUnknownFields(UnknownFieldSet unknownFields)

Class AutoscalingMetricSpec.Builder (3.73.0)