com.google.cloud.aiplatform.v1

Class StudySpec.MetricSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.StudySpec.MetricSpec

All Implemented Interfaces:

StudySpec.MetricSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

StudySpec

public static final class StudySpec.MetricSpec
extends com.google.protobuf.GeneratedMessageV3
implements StudySpec.MetricSpecOrBuilder

 Represents a metric to optimize.
 

Protobuf type google.cloud.aiplatform.v1.StudySpec.MetricSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StudySpec.MetricSpec.Builder Represents a metric to optimize.
static class	StudySpec.MetricSpec.GoalType The available types of optimization goals.
static class	StudySpec.MetricSpec.SafetyMetricConfig Used in safe optimization to specify threshold levels and risk tolerance.
static interface	StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

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	GOAL_FIELD_NUMBER
static int	METRIC_ID_FIELD_NUMBER
static int	SAFETY_CONFIG_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 StudySpec.MetricSpec	getDefaultInstance()
StudySpec.MetricSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
StudySpec.MetricSpec.GoalType	getGoal() Required.
int	getGoalValue() Required.
String	getMetricId() Required.
com.google.protobuf.ByteString	getMetricIdBytes() Required.
com.google.protobuf.Parser<StudySpec.MetricSpec>	getParserForType()
StudySpec.MetricSpec.SafetyMetricConfig	getSafetyConfig() Used for safe search.
StudySpec.MetricSpec.SafetyMetricConfigOrBuilder	getSafetyConfigOrBuilder() Used for safe search.
int	getSerializedSize()
int	hashCode()
boolean	hasSafetyConfig() Used for safe search.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static StudySpec.MetricSpec.Builder	newBuilder()
static StudySpec.MetricSpec.Builder	newBuilder(StudySpec.MetricSpec prototype)
StudySpec.MetricSpec.Builder	newBuilderForType()
protected StudySpec.MetricSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static StudySpec.MetricSpec	parseDelimitedFrom(InputStream input)
static StudySpec.MetricSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec	parseFrom(byte[] data)
static StudySpec.MetricSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec	parseFrom(ByteBuffer data)
static StudySpec.MetricSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec	parseFrom(com.google.protobuf.ByteString data)
static StudySpec.MetricSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static StudySpec.MetricSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec	parseFrom(InputStream input)
static StudySpec.MetricSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<StudySpec.MetricSpec>	parser()
StudySpec.MetricSpec.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_ID_FIELD_NUMBER

public static final int METRIC_ID_FIELD_NUMBER

See Also:

Constant Field Values

GOAL_FIELD_NUMBER

public static final int GOAL_FIELD_NUMBER

See Also:

Constant Field Values

SAFETY_CONFIG_FIELD_NUMBER

public static final int SAFETY_CONFIG_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

getMetricId

public String getMetricId()

 Required. The ID of the metric. Must not contain whitespaces and must be
 unique amongst all MetricSpecs.
 

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

Specified by:

getMetricId in interface StudySpec.MetricSpecOrBuilder

Returns:

The metricId.

getMetricIdBytes

public com.google.protobuf.ByteString getMetricIdBytes()

 Required. The ID of the metric. Must not contain whitespaces and must be
 unique amongst all MetricSpecs.
 

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

Specified by:

getMetricIdBytes in interface StudySpec.MetricSpecOrBuilder

Returns:

The bytes for metricId.

getGoalValue

public int getGoalValue()

 Required. The optimization goal of the metric.
 

.google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType goal = 2 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getGoalValue in interface StudySpec.MetricSpecOrBuilder

Returns:

The enum numeric value on the wire for goal.

getGoal

public StudySpec.MetricSpec.GoalType getGoal()

 Required. The optimization goal of the metric.
 

.google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType goal = 2 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getGoal in interface StudySpec.MetricSpecOrBuilder

Returns:

The goal.

hasSafetyConfig

public boolean hasSafetyConfig()

 Used for safe search. In the case, the metric will be a safety
 metric. You must provide a separate metric for objective metric.
 

optional .google.cloud.aiplatform.v1.StudySpec.MetricSpec.SafetyMetricConfig safety_config = 3;

Specified by:

hasSafetyConfig in interface StudySpec.MetricSpecOrBuilder

Returns:

Whether the safetyConfig field is set.

getSafetyConfig

public StudySpec.MetricSpec.SafetyMetricConfig getSafetyConfig()

 Used for safe search. In the case, the metric will be a safety
 metric. You must provide a separate metric for objective metric.
 

optional .google.cloud.aiplatform.v1.StudySpec.MetricSpec.SafetyMetricConfig safety_config = 3;

Specified by:

getSafetyConfig in interface StudySpec.MetricSpecOrBuilder

Returns:

The safetyConfig.

getSafetyConfigOrBuilder

public StudySpec.MetricSpec.SafetyMetricConfigOrBuilder getSafetyConfigOrBuilder()

 Used for safe search. In the case, the metric will be a safety
 metric. You must provide a separate metric for objective metric.
 

optional .google.cloud.aiplatform.v1.StudySpec.MetricSpec.SafetyMetricConfig safety_config = 3;

Specified by:

getSafetyConfigOrBuilder in interface StudySpec.MetricSpecOrBuilder

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 StudySpec.MetricSpec parseFrom(ByteBuffer data)
                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static StudySpec.MetricSpec parseFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static StudySpec.MetricSpec parseDelimitedFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public StudySpec.MetricSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static StudySpec.MetricSpec.Builder newBuilder()

newBuilder

public static StudySpec.MetricSpec.Builder newBuilder(StudySpec.MetricSpec prototype)

toBuilder

public StudySpec.MetricSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static StudySpec.MetricSpec getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<StudySpec.MetricSpec> 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 StudySpec.MetricSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder