Package com.google.cloud.aiplatform.v1
Class StudySpec.MetricSpec
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
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.GeneratedMessage
implements StudySpec.MetricSpecOrBuilder
Represents a metric to optimize.Protobuf type
google.cloud.aiplatform.v1.StudySpec.MetricSpec- See Also:
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classRepresents a metric to optimize.static enumThe available types of optimization goals.static final classUsed in safe optimization to specify threshold levels and risk tolerance.static interfaceNested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage
com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT, BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message, T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage
com.google.protobuf.AbstractMessage.BuilderParentNested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final intFields inherited from class com.google.protobuf.GeneratedMessage
alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFieldsFields inherited from class com.google.protobuf.AbstractMessage
memoizedSizeFields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode -
Method Summary
Modifier and TypeMethodDescriptionbooleanstatic StudySpec.MetricSpecstatic final com.google.protobuf.Descriptors.DescriptorgetGoal()Required.intRequired.Required.com.google.protobuf.ByteStringRequired.com.google.protobuf.Parser<StudySpec.MetricSpec>Used for safe search.Used for safe search.intinthashCode()booleanUsed for safe search.protected com.google.protobuf.GeneratedMessage.FieldAccessorTablefinal booleanstatic StudySpec.MetricSpec.Builderstatic StudySpec.MetricSpec.BuildernewBuilder(StudySpec.MetricSpec prototype) protected StudySpec.MetricSpec.BuildernewBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) static StudySpec.MetricSpecparseDelimitedFrom(InputStream input) static StudySpec.MetricSpecparseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static StudySpec.MetricSpecparseFrom(byte[] data) static StudySpec.MetricSpecparseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static StudySpec.MetricSpecparseFrom(com.google.protobuf.ByteString data) static StudySpec.MetricSpecparseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static StudySpec.MetricSpecparseFrom(com.google.protobuf.CodedInputStream input) static StudySpec.MetricSpecparseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static StudySpec.MetricSpecparseFrom(InputStream input) static StudySpec.MetricSpecparseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static StudySpec.MetricSpecparseFrom(ByteBuffer data) static StudySpec.MetricSpecparseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static com.google.protobuf.Parser<StudySpec.MetricSpec>parser()voidwriteTo(com.google.protobuf.CodedOutputStream output) Methods inherited from class com.google.protobuf.GeneratedMessage
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, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagMethods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashFields, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite
addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Field Details
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METRIC_ID_FIELD_NUMBER
public static final int METRIC_ID_FIELD_NUMBER- See Also:
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GOAL_FIELD_NUMBER
public static final int GOAL_FIELD_NUMBER- See Also:
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SAFETY_CONFIG_FIELD_NUMBER
public static final int SAFETY_CONFIG_FIELD_NUMBER- See Also:
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Method Details
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessage
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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:
getMetricIdin interfaceStudySpec.MetricSpecOrBuilder- Returns:
- The metricId.
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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:
getMetricIdBytesin interfaceStudySpec.MetricSpecOrBuilder- Returns:
- The bytes for metricId.
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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:
getGoalValuein interfaceStudySpec.MetricSpecOrBuilder- Returns:
- The enum numeric value on the wire for goal.
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getGoal
Required. The optimization goal of the metric.
.google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType goal = 2 [(.google.api.field_behavior) = REQUIRED];- Specified by:
getGoalin interfaceStudySpec.MetricSpecOrBuilder- Returns:
- The goal.
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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:
hasSafetyConfigin interfaceStudySpec.MetricSpecOrBuilder- Returns:
- Whether the safetyConfig field is set.
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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:
getSafetyConfigin interfaceStudySpec.MetricSpecOrBuilder- Returns:
- The safetyConfig.
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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:
getSafetyConfigOrBuilderin interfaceStudySpec.MetricSpecOrBuilder
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessage
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writeTo
- Specified by:
writeToin interfacecom.google.protobuf.MessageLite- Overrides:
writeToin classcom.google.protobuf.GeneratedMessage- Throws:
IOException
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getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfacecom.google.protobuf.MessageLite- Overrides:
getSerializedSizein classcom.google.protobuf.GeneratedMessage
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equals
- Specified by:
equalsin interfacecom.google.protobuf.Message- Overrides:
equalsin classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()- Specified by:
hashCodein interfacecom.google.protobuf.Message- Overrides:
hashCodein classcom.google.protobuf.AbstractMessage
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parseFrom
public static StudySpec.MetricSpec parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static StudySpec.MetricSpec parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static StudySpec.MetricSpec parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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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
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parseFrom
public static StudySpec.MetricSpec parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static StudySpec.MetricSpec parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
- Throws:
IOException
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parseFrom
public static StudySpec.MetricSpec parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseDelimitedFrom
- Throws:
IOException
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parseDelimitedFrom
public static StudySpec.MetricSpec parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseFrom
public static StudySpec.MetricSpec parseFrom(com.google.protobuf.CodedInputStream input) throws IOException - Throws:
IOException
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parseFrom
public static StudySpec.MetricSpec parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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newBuilderForType
- Specified by:
newBuilderForTypein interfacecom.google.protobuf.Message- Specified by:
newBuilderForTypein interfacecom.google.protobuf.MessageLite
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newBuilder
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newBuilder
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toBuilder
- Specified by:
toBuilderin interfacecom.google.protobuf.Message- Specified by:
toBuilderin interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected StudySpec.MetricSpec.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) - Overrides:
newBuilderForTypein classcom.google.protobuf.AbstractMessage
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getDefaultInstance
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parser
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getParserForType
- Specified by:
getParserForTypein interfacecom.google.protobuf.Message- Specified by:
getParserForTypein interfacecom.google.protobuf.MessageLite- Overrides:
getParserForTypein classcom.google.protobuf.GeneratedMessage
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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