com.google.cloud.aiplatform.v1beta1

Class AutoscalingMetricSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.AutoscalingMetricSpec

All Implemented Interfaces:

AutoscalingMetricSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class AutoscalingMetricSpec
extends com.google.protobuf.GeneratedMessageV3
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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoscalingMetricSpec.Builder The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	METRIC_NAME_FIELD_NUMBER
static int	TARGET_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static AutoscalingMetricSpec	getDefaultInstance()
AutoscalingMetricSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getMetricName() Required.
com.google.protobuf.ByteString	getMetricNameBytes() Required.
com.google.protobuf.Parser<AutoscalingMetricSpec>	getParserForType()
int	getSerializedSize()
int	getTarget() 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.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static AutoscalingMetricSpec.Builder	newBuilder()
static AutoscalingMetricSpec.Builder	newBuilder(AutoscalingMetricSpec prototype)
AutoscalingMetricSpec.Builder	newBuilderForType()
protected AutoscalingMetricSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static AutoscalingMetricSpec	parseDelimitedFrom(InputStream input)
static AutoscalingMetricSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoscalingMetricSpec	parseFrom(byte[] data)
static AutoscalingMetricSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoscalingMetricSpec	parseFrom(ByteBuffer data)
static AutoscalingMetricSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoscalingMetricSpec	parseFrom(com.google.protobuf.ByteString data)
static AutoscalingMetricSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoscalingMetricSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static AutoscalingMetricSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoscalingMetricSpec	parseFrom(InputStream input)
static AutoscalingMetricSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<AutoscalingMetricSpec>	parser()
AutoscalingMetricSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

METRIC_NAME_FIELD_NUMBER

public static final int METRIC_NAME_FIELD_NUMBER

See Also:

Constant Field Values

TARGET_FIELD_NUMBER

public static final int TARGET_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

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`
 

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

Specified by:

getMetricName in interface AutoscalingMetricSpecOrBuilder

Returns:

The metricName.

getMetricNameBytes

public com.google.protobuf.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`
 

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

Specified by:

getMetricNameBytes in interface AutoscalingMetricSpecOrBuilder

Returns:

The bytes for metricName.

getTarget

public int getTarget()

 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;

Specified by:

getTarget in interface AutoscalingMetricSpecOrBuilder

Returns:

The target.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static AutoscalingMetricSpec parseFrom(ByteBuffer data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(ByteBuffer data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(com.google.protobuf.ByteString data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(com.google.protobuf.ByteString data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(byte[] data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(byte[] data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoscalingMetricSpec parseFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static AutoscalingMetricSpec parseFrom(InputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoscalingMetricSpec parseDelimitedFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoscalingMetricSpec parseDelimitedFrom(InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

parseFrom

public static AutoscalingMetricSpec parseFrom(com.google.protobuf.CodedInputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static AutoscalingMetricSpec parseFrom(com.google.protobuf.CodedInputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

newBuilderForType

public AutoscalingMetricSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static AutoscalingMetricSpec.Builder newBuilder()

newBuilder

public static AutoscalingMetricSpec.Builder newBuilder(AutoscalingMetricSpec prototype)

toBuilder

public AutoscalingMetricSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected AutoscalingMetricSpec.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static AutoscalingMetricSpec getDefaultInstance()

parser

public static com.google.protobuf.Parser<AutoscalingMetricSpec> parser()

getParserForType

public com.google.protobuf.Parser<AutoscalingMetricSpec> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public AutoscalingMetricSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder