Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.TabularObjective.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective.Builder

All Implemented Interfaces:

ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringObjectiveSpec.TabularObjective

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

 Tabular monitoring objective.
 

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

Method Summary

Modifier and Type	Method	Description
ModelMonitoringObjectiveSpec.TabularObjective	build()
ModelMonitoringObjectiveSpec.TabularObjective	buildPartial()
ModelMonitoringObjectiveSpec.TabularObjective.Builder	clear()
ModelMonitoringObjectiveSpec.TabularObjective.Builder	clearFeatureAttributionSpec()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	clearFeatureDriftSpec()	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	clearPredictionOutputDriftSpec()	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	getFeatureAttributionSpec()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	getFeatureAttributionSpecBuilder()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder	getFeatureAttributionSpecOrBuilder()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec	getFeatureDriftSpec()	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	getFeatureDriftSpecBuilder()	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder	getFeatureDriftSpecOrBuilder()	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec	getPredictionOutputDriftSpec()	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	getPredictionOutputDriftSpecBuilder()	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder	getPredictionOutputDriftSpecOrBuilder()	Prediction output distribution drift monitoring spec.
boolean	hasFeatureAttributionSpec()	Feature attribution monitoring spec.
boolean	hasFeatureDriftSpec()	Input feature distribution drift monitoring spec.
boolean	hasPredictionOutputDriftSpec()	Prediction output distribution drift monitoring spec.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergeFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergeFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergeFrom(ModelMonitoringObjectiveSpec.TabularObjective other)
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveSpec.TabularObjective.Builder	mergePredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder builderForValue)	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)	Prediction output distribution drift monitoring spec.

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<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

clear

public ModelMonitoringObjectiveSpec.TabularObjective.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<ModelMonitoringObjectiveSpec.TabularObjective.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<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveSpec.TabularObjective build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveSpec.TabularObjective buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ModelMonitoringObjectiveSpec.TabularObjective.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<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.TabularObjective.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<ModelMonitoringObjectiveSpec.TabularObjective.Builder>

Throws:

IOException

hasFeatureDriftSpec

public boolean hasFeatureDriftSpec()

 Input feature distribution drift monitoring spec.
 

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

Specified by:

hasFeatureDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the featureDriftSpec field is set.

getFeatureDriftSpec

public ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()

 Input feature distribution drift monitoring spec.
 

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

Specified by:

getFeatureDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The featureDriftSpec.

setFeatureDriftSpec

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

 Input feature distribution drift monitoring spec.
 

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

setFeatureDriftSpec

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;

mergeFeatureDriftSpec

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

 Input feature distribution drift monitoring spec.
 

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

clearFeatureDriftSpec

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureDriftSpec()

 Input feature distribution drift monitoring spec.
 

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

getFeatureDriftSpecBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getFeatureDriftSpecBuilder()

 Input feature distribution drift monitoring spec.
 

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

getFeatureDriftSpecOrBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()

 Input feature distribution drift monitoring spec.
 

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

Specified by:

getFeatureDriftSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

hasPredictionOutputDriftSpec

public boolean hasPredictionOutputDriftSpec()

 Prediction output distribution drift monitoring spec.
 

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

Specified by:

hasPredictionOutputDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the predictionOutputDriftSpec field is set.

getPredictionOutputDriftSpec

public ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()

 Prediction output distribution drift monitoring spec.
 

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

Specified by:

getPredictionOutputDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The predictionOutputDriftSpec.

setPredictionOutputDriftSpec

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;

setPredictionOutputDriftSpec

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;

mergePredictionOutputDriftSpec

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;

clearPredictionOutputDriftSpec

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearPredictionOutputDriftSpec()

 Prediction output distribution drift monitoring spec.
 

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

getPredictionOutputDriftSpecBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getPredictionOutputDriftSpecBuilder()

 Prediction output distribution drift monitoring spec.
 

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

getPredictionOutputDriftSpecOrBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()

 Prediction output distribution drift monitoring spec.
 

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

Specified by:

getPredictionOutputDriftSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

hasFeatureAttributionSpec

public boolean hasFeatureAttributionSpec()

 Feature attribution monitoring spec.
 

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

Specified by:

hasFeatureAttributionSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the featureAttributionSpec field is set.

getFeatureAttributionSpec

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()

 Feature attribution monitoring spec.
 

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

Specified by:

getFeatureAttributionSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The featureAttributionSpec.

setFeatureAttributionSpec

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

 Feature attribution monitoring spec.
 

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

setFeatureAttributionSpec

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

 Feature attribution monitoring spec.
 

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

mergeFeatureAttributionSpec

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

 Feature attribution monitoring spec.
 

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

clearFeatureAttributionSpec

public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureAttributionSpec()

 Feature attribution monitoring spec.
 

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

getFeatureAttributionSpecBuilder

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder getFeatureAttributionSpecBuilder()

 Feature attribution monitoring spec.
 

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

getFeatureAttributionSpecOrBuilder

public ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()

 Feature attribution monitoring spec.
 

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

Specified by:

getFeatureAttributionSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder