com.google.cloud.aiplatform.v1beta1

Class StudySpec.MetricSpec.SafetyMetricConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec.SafetyMetricConfig

All Implemented Interfaces:

StudySpec.MetricSpec.SafetyMetricConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

StudySpec.MetricSpec

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

 Used in safe optimization to specify threshold levels and risk tolerance.
 

Protobuf type google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec.SafetyMetricConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StudySpec.MetricSpec.SafetyMetricConfig.Builder Used in safe optimization to specify threshold levels and risk tolerance.

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	DESIRED_MIN_SAFE_TRIALS_FRACTION_FIELD_NUMBER
static int	SAFETY_THRESHOLD_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.SafetyMetricConfig	getDefaultInstance()
StudySpec.MetricSpec.SafetyMetricConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
double	getDesiredMinSafeTrialsFraction() Desired minimum fraction of safe trials (over total number of trials) that should be targeted by the algorithm at any time during the study (best effort).
com.google.protobuf.Parser<StudySpec.MetricSpec.SafetyMetricConfig>	getParserForType()
double	getSafetyThreshold() Safety threshold (boundary value between safe and unsafe).
int	getSerializedSize()
boolean	hasDesiredMinSafeTrialsFraction() Desired minimum fraction of safe trials (over total number of trials) that should be targeted by the algorithm at any time during the study (best effort).
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static StudySpec.MetricSpec.SafetyMetricConfig.Builder	newBuilder()
static StudySpec.MetricSpec.SafetyMetricConfig.Builder	newBuilder(StudySpec.MetricSpec.SafetyMetricConfig prototype)
StudySpec.MetricSpec.SafetyMetricConfig.Builder	newBuilderForType()
protected StudySpec.MetricSpec.SafetyMetricConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static StudySpec.MetricSpec.SafetyMetricConfig	parseDelimitedFrom(InputStream input)
static StudySpec.MetricSpec.SafetyMetricConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(byte[] data)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(ByteBuffer data)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(com.google.protobuf.ByteString data)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(InputStream input)
static StudySpec.MetricSpec.SafetyMetricConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<StudySpec.MetricSpec.SafetyMetricConfig>	parser()
StudySpec.MetricSpec.SafetyMetricConfig.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

SAFETY_THRESHOLD_FIELD_NUMBER

public static final int SAFETY_THRESHOLD_FIELD_NUMBER

See Also:

Constant Field Values

DESIRED_MIN_SAFE_TRIALS_FRACTION_FIELD_NUMBER

public static final int DESIRED_MIN_SAFE_TRIALS_FRACTION_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

getSafetyThreshold

public double getSafetyThreshold()

 Safety threshold (boundary value between safe and unsafe). NOTE that if
 you leave SafetyMetricConfig unset, a default value of 0 will be used.
 

double safety_threshold = 1;

Specified by:

getSafetyThreshold in interface StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

Returns:

The safetyThreshold.

hasDesiredMinSafeTrialsFraction

public boolean hasDesiredMinSafeTrialsFraction()

 Desired minimum fraction of safe trials (over total number of trials)
 that should be targeted by the algorithm at any time during the
 study (best effort). This should be between 0.0 and 1.0 and a value of
 0.0 means that there is no minimum and an algorithm proceeds without
 targeting any specific fraction. A value of 1.0 means that the
 algorithm attempts to only Suggest safe Trials.
 

optional double desired_min_safe_trials_fraction = 2;

Specified by:

hasDesiredMinSafeTrialsFraction in interface StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

Returns:

Whether the desiredMinSafeTrialsFraction field is set.

getDesiredMinSafeTrialsFraction

public double getDesiredMinSafeTrialsFraction()

 Desired minimum fraction of safe trials (over total number of trials)
 that should be targeted by the algorithm at any time during the
 study (best effort). This should be between 0.0 and 1.0 and a value of
 0.0 means that there is no minimum and an algorithm proceeds without
 targeting any specific fraction. A value of 1.0 means that the
 algorithm attempts to only Suggest safe Trials.
 

optional double desired_min_safe_trials_fraction = 2;

Specified by:

getDesiredMinSafeTrialsFraction in interface StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

Returns:

The desiredMinSafeTrialsFraction.

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.SafetyMetricConfig parseFrom(ByteBuffer data)
                                                         throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public StudySpec.MetricSpec.SafetyMetricConfig.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.SafetyMetricConfig.Builder newBuilder()

newBuilder

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

toBuilder

public StudySpec.MetricSpec.SafetyMetricConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static StudySpec.MetricSpec.SafetyMetricConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder