Class ExplanationMetadata.InputMetadata.FeatureValueDomain (3.5.0)

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.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain

Inheritance

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

Static Fields

MAX_VALUE_FIELD_NUMBER

public static final int MAX_VALUE_FIELD_NUMBER
Field Value
TypeDescription
int

MIN_VALUE_FIELD_NUMBER

public static final int MIN_VALUE_FIELD_NUMBER
Field Value
TypeDescription
int

ORIGINAL_MEAN_FIELD_NUMBER

public static final int ORIGINAL_MEAN_FIELD_NUMBER
Field Value
TypeDescription
int

ORIGINAL_STDDEV_FIELD_NUMBER

public static final int ORIGINAL_STDDEV_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstance()
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

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

newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
Parameter
NameDescription
prototypeExplanationMetadata.InputMetadata.FeatureValueDomain
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

parseDelimitedFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

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

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain

getMaxValue()

public float getMaxValue()

The maximum permissible value for this feature.

float max_value = 2;

Returns
TypeDescription
float

The maxValue.

getMinValue()

public float getMinValue()

The minimum permissible value for this feature.

float min_value = 1;

Returns
TypeDescription
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
TypeDescription
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
TypeDescription
float

The originalStddev.

getParserForType()

public Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> getParserForType()
Returns
TypeDescription
Parser<FeatureValueDomain>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()
Returns
TypeDescription
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides Exceptions
TypeDescription
IOException