Package com.google.cloud.aiplatform.v1

Class ExplanationMetadata.InputMetadata.FeatureValueDomain

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessage

com.google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain

All Implemented Interfaces:

ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ExplanationMetadata.InputMetadata

public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain
extends com.google.protobuf.GeneratedMessage
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.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	Domain details of the input feature value.

Nested 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.BuilderParent

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	MAX_VALUE_FIELD_NUMBER
static final int	MIN_VALUE_FIELD_NUMBER
static final int	ORIGINAL_MEAN_FIELD_NUMBER
static final int	ORIGINAL_STDDEV_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessage

alwaysUseFieldBuilders, loggedPre22TypeNames, 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	Description
boolean	equals(Object obj)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	getDefaultInstance()
ExplanationMetadata.InputMetadata.FeatureValueDomain	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
float	getMaxValue()	The maximum permissible value for this feature.
float	getMinValue()	The minimum permissible value for this feature.
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	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.
com.google.protobuf.Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	newBuilder()
static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	newBuilderForType()
protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseDelimitedFrom(InputStream input)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(byte[] data)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(com.google.protobuf.ByteString data)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(com.google.protobuf.CodedInputStream input)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(InputStream input)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(ByteBuffer data)
static ExplanationMetadata.InputMetadata.FeatureValueDomain	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain>	parser()
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	toBuilder()
void	writeTo(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, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashFields, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Details

MIN_VALUE_FIELD_NUMBER

public static final int MIN_VALUE_FIELD_NUMBER

See Also:

• Constant Field Values

MAX_VALUE_FIELD_NUMBER

public static final int MAX_VALUE_FIELD_NUMBER

See Also:

• Constant Field Values

ORIGINAL_MEAN_FIELD_NUMBER

public static final int ORIGINAL_MEAN_FIELD_NUMBER

See Also:

• Constant Field Values

ORIGINAL_STDDEV_FIELD_NUMBER

public static final int ORIGINAL_STDDEV_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

getMinValue

public float getMinValue()

 The minimum permissible value for this feature.
 

float min_value = 1;

Specified by:

getMinValue in interface ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Returns:

The minValue.

getMaxValue

public float getMaxValue()

 The maximum permissible value for this feature.
 

float max_value = 2;

Specified by:

getMaxValue in interface ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Returns:

The maxValue.

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;

Specified by:

getOriginalMean in interface ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Returns:

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;

Specified by:

getOriginalStddev in interface ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Returns:

The originalStddev.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage

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.GeneratedMessage

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessage

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 ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(com.google.protobuf.ByteString data)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(com.google.protobuf.ByteString data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                               throws IOException

Throws:

IOException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(com.google.protobuf.CodedInputStream input)
                                                                      throws IOException

Throws:

IOException

parseFrom

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(com.google.protobuf.CodedInputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                      throws IOException

Throws:

IOException

newBuilderForType

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

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

newBuilder

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

toBuilder

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)

Overrides:

newBuilderForType in class com.google.protobuf.AbstractMessage

getDefaultInstance

public static ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> 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.GeneratedMessage

getDefaultInstanceForType

public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder