Class ModelMonitoringObjectiveSpec.TabularObjective.Builder (3.88.0)

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public static final class ModelMonitoringObjectiveSpec.TabularObjective.Builder extends GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.TabularObjective.Builder> implements ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Tabular monitoring objective.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective

Inheritance

java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > ModelMonitoringObjectiveSpec.TabularObjective.Builder

Implements

ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

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)

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

GeneratedMessage.Builder.clear()

GeneratedMessage.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.clone()

GeneratedMessage.Builder.getAllFields()

GeneratedMessage.Builder.getDescriptorForType()

GeneratedMessage.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.getParentForChildren()

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

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

GeneratedMessage.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

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

GeneratedMessage.Builder.getUnknownFields()

GeneratedMessage.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.internalGetFieldAccessorTable()

GeneratedMessage.Builder.internalGetMapField(int)

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

GeneratedMessage.Builder.internalGetMutableMapField(int)

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

GeneratedMessage.Builder.isClean()

GeneratedMessage.Builder.isInitialized()

GeneratedMessage.Builder.markClean()

GeneratedMessage.Builder.mergeUnknownFields(UnknownFieldSet)

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

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

GeneratedMessage.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.onBuilt()

GeneratedMessage.Builder.onChanged()

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

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

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

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

GeneratedMessage.Builder.setUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldsProto3(com.google.protobuf.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

build()

public ModelMonitoringObjectiveSpec.TabularObjective build()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

buildPartial()

public ModelMonitoringObjectiveSpec.TabularObjective buildPartial()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

clear()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clear()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

Overrides

GeneratedMessage.Builder<BuilderType>.clear()

clearFeatureAttributionSpec()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureAttributionSpec()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

clearFeatureDriftSpec()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureDriftSpec()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

clearPredictionOutputDriftSpec()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

getDefaultInstanceForType()

public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessage.Builder<BuilderType>.getDescriptorForType()

getFeatureAttributionSpec()

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	The featureAttributionSpec.

getFeatureAttributionSpecBuilder()

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder getFeatureAttributionSpecBuilder()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder

getFeatureAttributionSpecOrBuilder()

public ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureDriftSpec()

public ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The featureDriftSpec.

getFeatureDriftSpecBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getFeatureDriftSpecBuilder()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

getFeatureDriftSpecOrBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getPredictionOutputDriftSpec()

public ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The predictionOutputDriftSpec.

getPredictionOutputDriftSpecBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getPredictionOutputDriftSpecBuilder()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

getPredictionOutputDriftSpecOrBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

hasFeatureAttributionSpec()

public boolean hasFeatureAttributionSpec()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
boolean	Whether the featureAttributionSpec field is set.

hasFeatureDriftSpec()

public boolean hasFeatureDriftSpec()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
boolean	Whether the featureDriftSpec field is set.

hasPredictionOutputDriftSpec()

public boolean hasPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
boolean	Whether the predictionOutputDriftSpec field is set.

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessage.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessage.Builder<BuilderType>.isInitialized()

mergeFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.FeatureAttributionSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

mergeFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.DataDriftSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

mergeFrom(ModelMonitoringObjectiveSpec.TabularObjective other)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(ModelMonitoringObjectiveSpec.TabularObjective other)

Parameter
Name	Description
other	ModelMonitoringObjectiveSpec.TabularObjective

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

Overrides

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

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

Overrides

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

mergePredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergePredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.DataDriftSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.FeatureAttributionSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder builderForValue)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder builderForValue)

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Parameter
Name	Description
builderForValue	ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.DataDriftSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Parameter
Name	Description
builderForValue	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Parameter
Name	Description
value	ModelMonitoringObjectiveSpec.DataDriftSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)

public ModelMonitoringObjectiveSpec.TabularObjective.Builder setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Parameter
Name	Description
builderForValue	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder