Class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder (2.4.0)

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

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

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

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

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

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

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

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

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 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

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

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

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

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