Class ModelMonitoringObjectiveConfig.ExplanationConfig.Builder (3.49.0)

public static final class ModelMonitoringObjectiveConfig.ExplanationConfig.Builder extends GeneratedMessageV3.Builder<ModelMonitoringObjectiveConfig.ExplanationConfig.Builder> implements ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder

The config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelMonitoringObjectiveConfig.ExplanationConfig.Builder

Implements

ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

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.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

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)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

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

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

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

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)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

build()

public ModelMonitoringObjectiveConfig.ExplanationConfig build()

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig`

buildPartial()

public ModelMonitoringObjectiveConfig.ExplanationConfig buildPartial()

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig`

clear()

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clear()

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearEnableFeatureAttributes()

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clearEnableFeatureAttributes()

If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them.

bool enable_feature_attributes = 1;

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`	This builder for chaining.

clearExplanationBaseline()

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clearExplanationBaseline()

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

clearField(Descriptors.FieldDescriptor field)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
`field`	`FieldDescriptor`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

clearOneof(Descriptors.OneofDescriptor oneof)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
`oneof`	`OneofDescriptor`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

clone()

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder clone()

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getDefaultInstanceForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig getDefaultInstanceForType()

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getEnableFeatureAttributes()

public boolean getEnableFeatureAttributes()

bool enable_feature_attributes = 1;

Returns
Type	Description
`boolean`	The enableFeatureAttributes.

getExplanationBaseline()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getExplanationBaseline()

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline`	The explanationBaseline.

getExplanationBaselineBuilder()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder getExplanationBaselineBuilder()

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder`

getExplanationBaselineOrBuilder()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder getExplanationBaselineOrBuilder()

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder`

hasExplanationBaseline()

public boolean hasExplanationBaseline()

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Returns
Type	Description
`boolean`	Whether the explanationBaseline field is set.

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()

mergeExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder mergeExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline value)

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Parameter
Name	Description
`value`	`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder mergeFrom(ModelMonitoringObjectiveConfig.ExplanationConfig other)

Parameter
Name	Description
`other`	`ModelMonitoringObjectiveConfig.ExplanationConfig`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

setEnableFeatureAttributes(boolean value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setEnableFeatureAttributes(boolean value)

bool enable_feature_attributes = 1;

Parameter
Name	Description
`value`	`boolean` The enableFeatureAttributes to set.

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`	This builder for chaining.

setExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline value)

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Parameter
Name	Description
`value`	`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

setExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder builderForValue)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setExplanationBaseline(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder builderForValue)

Predictions generated by the BatchPredictionJob using baseline dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;

Parameter
Name	Description
`builderForValue`	`ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

setField(Descriptors.FieldDescriptor field, Object value)

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

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

public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`index`	`int`
`value`	`Object`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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

setUnknownFields(UnknownFieldSet unknownFields)

public final ModelMonitoringObjectiveConfig.ExplanationConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`ModelMonitoringObjectiveConfig.ExplanationConfig.Builder`

Overrides

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