Class StudySpec.MetricSpec.SafetyMetricConfig (3.56.0)

public static final class StudySpec.MetricSpec.SafetyMetricConfig extends 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

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > StudySpec.MetricSpec.SafetyMetricConfig

Implements

StudySpec.MetricSpec.SafetyMetricConfigOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

DESIRED_MIN_SAFE_TRIALS_FRACTION_FIELD_NUMBER

public static final int DESIRED_MIN_SAFE_TRIALS_FRACTION_FIELD_NUMBER

Field Value
Type	Description
`int`

SAFETY_THRESHOLD_FIELD_NUMBER

public static final int SAFETY_THRESHOLD_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static StudySpec.MetricSpec.SafetyMetricConfig getDefaultInstance()

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

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

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig.Builder`

newBuilder(StudySpec.MetricSpec.SafetyMetricConfig prototype)

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

Parameter
Name	Description
`prototype`	`StudySpec.MetricSpec.SafetyMetricConfig`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig.Builder`

parseDelimitedFrom(InputStream input)

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

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

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

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static StudySpec.MetricSpec.SafetyMetricConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

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

Returns
Type	Description
`Parser<SafetyMetricConfig>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public StudySpec.MetricSpec.SafetyMetricConfig getDefaultInstanceForType()

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig`

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;

Returns
Type	Description
`double`	The desiredMinSafeTrialsFraction.

getParserForType()

public Parser<StudySpec.MetricSpec.SafetyMetricConfig> getParserForType()

Returns
Type	Description
`Parser<SafetyMetricConfig>`

Overrides

GeneratedMessageV3.getParserForType()

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;

Returns
Type	Description
`double`	The safetyThreshold.

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

hasDesiredMinSafeTrialsFraction()

public boolean hasDesiredMinSafeTrialsFraction()

optional double desired_min_safe_trials_fraction = 2;

Returns
Type	Description
`boolean`	Whether the desiredMinSafeTrialsFraction field is set.

hashCode()

public int hashCode()

Returns
Type	Description
`int`

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public StudySpec.MetricSpec.SafetyMetricConfig.Builder newBuilderForType()

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig.Builder`

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
`unused`	`UnusedPrivateParameter`

Returns
Type	Description
`Object`

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public StudySpec.MetricSpec.SafetyMetricConfig.Builder toBuilder()

Returns
Type	Description
`StudySpec.MetricSpec.SafetyMetricConfig.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`