Class AutoscalingMetricSpec (3.25.0)

public final class AutoscalingMetricSpec extends 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

Static Fields

METRIC_NAME_FIELD_NUMBER

public static final int METRIC_NAME_FIELD_NUMBER
Field Value
TypeDescription
int

TARGET_FIELD_NUMBER

public static final int TARGET_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static AutoscalingMetricSpec getDefaultInstance()
Returns
TypeDescription
AutoscalingMetricSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static AutoscalingMetricSpec.Builder newBuilder()
Returns
TypeDescription
AutoscalingMetricSpec.Builder

newBuilder(AutoscalingMetricSpec prototype)

public static AutoscalingMetricSpec.Builder newBuilder(AutoscalingMetricSpec prototype)
Parameter
NameDescription
prototypeAutoscalingMetricSpec
Returns
TypeDescription
AutoscalingMetricSpec.Builder

parseDelimitedFrom(InputStream input)

public static AutoscalingMetricSpec parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static AutoscalingMetricSpec parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static AutoscalingMetricSpec parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static AutoscalingMetricSpec parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static AutoscalingMetricSpec parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static AutoscalingMetricSpec parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static AutoscalingMetricSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoscalingMetricSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<AutoscalingMetricSpec> parser()
Returns
TypeDescription
Parser<AutoscalingMetricSpec>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public AutoscalingMetricSpec getDefaultInstanceForType()
Returns
TypeDescription
AutoscalingMetricSpec

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];

Returns
TypeDescription
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

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

Returns
TypeDescription
ByteString

The bytes for metricName.

getParserForType()

public Parser<AutoscalingMetricSpec> getParserForType()
Returns
TypeDescription
Parser<AutoscalingMetricSpec>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

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;

Returns
TypeDescription
int

The target.

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public AutoscalingMetricSpec.Builder newBuilderForType()
Returns
TypeDescription
AutoscalingMetricSpec.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected AutoscalingMetricSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
AutoscalingMetricSpec.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public AutoscalingMetricSpec.Builder toBuilder()
Returns
TypeDescription
AutoscalingMetricSpec.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException