Class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder (2.4.0)

Version 2.4.0

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public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder extends GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder> 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.v1beta1.ExplanationMetadata.InputMetadata.FeatureValueDomain

Inheritance

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

Implements

ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeDelimitedFrom(InputStream)

AbstractMessage.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

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

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

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public ExplanationMetadata.InputMetadata.FeatureValueDomain build()

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

buildPartial()

public ExplanationMetadata.InputMetadata.FeatureValueDomain buildPartial()

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

clear()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clear()

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearField(Descriptors.FieldDescriptor field)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearField(Descriptors.FieldDescriptor field)

Parameter

Name	Description
field	FieldDescriptor

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearMaxValue()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMaxValue()

The maximum permissible value for this feature.

float max_value = 2;

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

clearMinValue()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMinValue()

The minimum permissible value for this feature.

float min_value = 1;

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter

Name	Description
oneof	OneofDescriptor

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearOriginalMean()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalMean()

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
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

clearOriginalStddev()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalStddev()

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
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

clone()

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clone()

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getDefaultInstanceForType()

public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns

Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

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.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)

Parameter

Name	Description
other	ExplanationMetadata.InputMetadata.FeatureValueDomain

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions

Type	Description
IOException

mergeFrom(Message other)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(Message other)

Parameter

Name	Description
other	Message

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setField(Descriptors.FieldDescriptor field, Object value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters

Name	Description
field	FieldDescriptor
value	Object

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setMaxValue(float value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMaxValue(float value)

The maximum permissible value for this feature.

float max_value = 2;

Parameter

Name	Description
value	float The maxValue to set.

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

setMinValue(float value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMinValue(float value)

The minimum permissible value for this feature.

float min_value = 1;

Parameter

Name	Description
value	float The minValue to set.

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

setOriginalMean(float value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalMean(float value)

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;

Parameter

Name	Description
value	float The originalMean to set.

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

setOriginalStddev(float value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalStddev(float value)

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;

Parameter

Name	Description
value	float The originalStddev to set.

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters

Name	Description
field	FieldDescriptor
index	int
value	Object

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setUnknownFields(UnknownFieldSet unknownFields)

public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter

Name	Description
unknownFields	UnknownFieldSet

Returns

Type	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)