Package com.google.cloud.aiplatform.v1

Class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

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

All Implemented Interfaces:

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

Enclosing class:

ExplanationMetadata.InputMetadata.FeatureValueDomain

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

Method Summary

Modifier and Type	Method	Description
ExplanationMetadata.InputMetadata.FeatureValueDomain	build()
ExplanationMetadata.InputMetadata.FeatureValueDomain	buildPartial()
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	clear()
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	clearMaxValue()	The maximum permissible value for this feature.
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	clearMinValue()	The minimum permissible value for this feature.
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.
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.
ExplanationMetadata.InputMetadata.FeatureValueDomain	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	mergeFrom(com.google.protobuf.Message other)
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	setMaxValue(float value)	The maximum permissible value for this feature.
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder	setMinValue(float value)	The minimum permissible value for this feature.
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.
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.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

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.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

clear

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

getDefaultInstanceForType

public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ExplanationMetadata.InputMetadata.FeatureValueDomain build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ExplanationMetadata.InputMetadata.FeatureValueDomain buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

mergeFrom

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

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>

Throws:

IOException

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.

setMinValue

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

 The minimum permissible value for this feature.
 

float min_value = 1;

Parameters:

value - The minValue to set.

Returns:

This builder for chaining.

clearMinValue

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMinValue()

 The minimum permissible value for this feature.
 

float min_value = 1;

Returns:

This builder for chaining.

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.

setMaxValue

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

 The maximum permissible value for this feature.
 

float max_value = 2;

Parameters:

value - The maxValue to set.

Returns:

This builder for chaining.

clearMaxValue

public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMaxValue()

 The maximum permissible value for this feature.
 

float max_value = 2;

Returns:

This builder for chaining.

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.

setOriginalMean

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;

Parameters:

value - The originalMean to set.

Returns:

This builder for chaining.

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:

This builder for chaining.

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.

setOriginalStddev

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;

Parameters:

value - The originalStddev to set.

Returns:

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:

This builder for chaining.