Class ExplanationMetadata.InputMetadata.FeatureValueDomain (1.3.0)

public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain extends GeneratedMessageV3 implements ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

Protobuf type google.cloud.vertexai.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ExplanationMetadata.InputMetadata.FeatureValueDomain

Implements

ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

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

MAX_VALUE_FIELD_NUMBER

public static final int MAX_VALUE_FIELD_NUMBER

Field Value
Type	Description
int

MIN_VALUE_FIELD_NUMBER

public static final int MIN_VALUE_FIELD_NUMBER

Field Value
Type	Description
int

ORIGINAL_MEAN_FIELD_NUMBER

public static final int ORIGINAL_MEAN_FIELD_NUMBER

Field Value
Type	Description
int

ORIGINAL_STDDEV_FIELD_NUMBER

public static final int ORIGINAL_STDDEV_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstance()

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder()

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)

Parameter
Name	Description
prototype	ExplanationMetadata.InputMetadata.FeatureValueDomain

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

parseDelimitedFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> parser()

Returns
Type	Description
Parser<FeatureValueDomain>

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 ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

getMaxValue()

public float getMaxValue()

The maximum permissible value for this feature.

float max_value = 2;

Returns
Type	Description
float	The maxValue.

getMinValue()

public float getMinValue()

The minimum permissible value for this feature.

float min_value = 1;

Returns
Type	Description
float	The minValue.

getOriginalMean()

public float getOriginalMean()

If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.

float original_mean = 3;

Returns
Type	Description
float	The originalMean.

getOriginalStddev()

public float getOriginalStddev()

If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.

float original_stddev = 4;

Returns
Type	Description
float	The originalStddev.

getParserForType()

public Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> getParserForType()

Returns
Type	Description
Parser<FeatureValueDomain>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

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 ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.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 ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()

Returns
Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException