Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

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

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

All Implemented Interfaces:

ModelMonitoringObjectiveSpecOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringObjectiveSpec

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

 Monitoring objectives spec.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec

Method Summary

Modifier and Type	Method	Description
ModelMonitoringObjectiveSpec	build()
ModelMonitoringObjectiveSpec	buildPartial()
ModelMonitoringObjectiveSpec.Builder	clear()
ModelMonitoringObjectiveSpec.Builder	clearBaselineDataset()	Baseline dataset.
ModelMonitoringObjectiveSpec.Builder	clearExplanationSpec()	The explanation spec.
ModelMonitoringObjectiveSpec.Builder	clearObjective()
ModelMonitoringObjectiveSpec.Builder	clearTabularObjective()	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.Builder	clearTargetDataset()	Target dataset.
ModelMonitoringInput	getBaselineDataset()	Baseline dataset.
ModelMonitoringInput.Builder	getBaselineDatasetBuilder()	Baseline dataset.
ModelMonitoringInputOrBuilder	getBaselineDatasetOrBuilder()	Baseline dataset.
ModelMonitoringObjectiveSpec	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ExplanationSpec	getExplanationSpec()	The explanation spec.
ExplanationSpec.Builder	getExplanationSpecBuilder()	The explanation spec.
ExplanationSpecOrBuilder	getExplanationSpecOrBuilder()	The explanation spec.
ModelMonitoringObjectiveSpec.ObjectiveCase	getObjectiveCase()
ModelMonitoringObjectiveSpec.TabularObjective	getTabularObjective()	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	getTabularObjectiveBuilder()	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder	getTabularObjectiveOrBuilder()	Tabular monitoring objective.
ModelMonitoringInput	getTargetDataset()	Target dataset.
ModelMonitoringInput.Builder	getTargetDatasetBuilder()	Target dataset.
ModelMonitoringInputOrBuilder	getTargetDatasetOrBuilder()	Target dataset.
boolean	hasBaselineDataset()	Baseline dataset.
boolean	hasExplanationSpec()	The explanation spec.
boolean	hasTabularObjective()	Tabular monitoring objective.
boolean	hasTargetDataset()	Target dataset.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ModelMonitoringObjectiveSpec.Builder	mergeBaselineDataset(ModelMonitoringInput value)	Baseline dataset.
ModelMonitoringObjectiveSpec.Builder	mergeExplanationSpec(ExplanationSpec value)	The explanation spec.
ModelMonitoringObjectiveSpec.Builder	mergeFrom(ModelMonitoringObjectiveSpec other)
ModelMonitoringObjectiveSpec.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveSpec.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveSpec.Builder	mergeTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective value)	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.Builder	mergeTargetDataset(ModelMonitoringInput value)	Target dataset.
ModelMonitoringObjectiveSpec.Builder	setBaselineDataset(ModelMonitoringInput value)	Baseline dataset.
ModelMonitoringObjectiveSpec.Builder	setBaselineDataset(ModelMonitoringInput.Builder builderForValue)	Baseline dataset.
ModelMonitoringObjectiveSpec.Builder	setExplanationSpec(ExplanationSpec value)	The explanation spec.
ModelMonitoringObjectiveSpec.Builder	setExplanationSpec(ExplanationSpec.Builder builderForValue)	The explanation spec.
ModelMonitoringObjectiveSpec.Builder	setTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective value)	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.Builder	setTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective.Builder builderForValue)	Tabular monitoring objective.
ModelMonitoringObjectiveSpec.Builder	setTargetDataset(ModelMonitoringInput value)	Target dataset.
ModelMonitoringObjectiveSpec.Builder	setTargetDataset(ModelMonitoringInput.Builder builderForValue)	Target dataset.

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.Builder>

clear

public ModelMonitoringObjectiveSpec.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.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.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveSpec build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveSpec buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ModelMonitoringObjectiveSpec.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.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.Builder mergeFrom(ModelMonitoringObjectiveSpec 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.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.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.Builder>

Throws:

IOException

getObjectiveCase

public ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()

Specified by:

getObjectiveCase in interface ModelMonitoringObjectiveSpecOrBuilder

clearObjective

public ModelMonitoringObjectiveSpec.Builder clearObjective()

hasTabularObjective

public boolean hasTabularObjective()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Specified by:

hasTabularObjective in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the tabularObjective field is set.

getTabularObjective

public ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Specified by:

getTabularObjective in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The tabularObjective.

setTabularObjective

public ModelMonitoringObjectiveSpec.Builder setTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective value)

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

setTabularObjective

public ModelMonitoringObjectiveSpec.Builder setTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective.Builder builderForValue)

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

mergeTabularObjective

public ModelMonitoringObjectiveSpec.Builder mergeTabularObjective(ModelMonitoringObjectiveSpec.TabularObjective value)

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

clearTabularObjective

public ModelMonitoringObjectiveSpec.Builder clearTabularObjective()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

getTabularObjectiveBuilder

public ModelMonitoringObjectiveSpec.TabularObjective.Builder getTabularObjectiveBuilder()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

getTabularObjectiveOrBuilder

public ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Specified by:

getTabularObjectiveOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

hasExplanationSpec

public boolean hasExplanationSpec()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Specified by:

hasExplanationSpec in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the explanationSpec field is set.

getExplanationSpec

public ExplanationSpec getExplanationSpec()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Specified by:

getExplanationSpec in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The explanationSpec.

setExplanationSpec

public ModelMonitoringObjectiveSpec.Builder setExplanationSpec(ExplanationSpec value)

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

setExplanationSpec

public ModelMonitoringObjectiveSpec.Builder setExplanationSpec(ExplanationSpec.Builder builderForValue)

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

mergeExplanationSpec

public ModelMonitoringObjectiveSpec.Builder mergeExplanationSpec(ExplanationSpec value)

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

clearExplanationSpec

public ModelMonitoringObjectiveSpec.Builder clearExplanationSpec()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

getExplanationSpecBuilder

public ExplanationSpec.Builder getExplanationSpecBuilder()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

getExplanationSpecOrBuilder

public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Specified by:

getExplanationSpecOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

hasBaselineDataset

public boolean hasBaselineDataset()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Specified by:

hasBaselineDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the baselineDataset field is set.

getBaselineDataset

public ModelMonitoringInput getBaselineDataset()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Specified by:

getBaselineDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The baselineDataset.

setBaselineDataset

public ModelMonitoringObjectiveSpec.Builder setBaselineDataset(ModelMonitoringInput value)

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

setBaselineDataset

public ModelMonitoringObjectiveSpec.Builder setBaselineDataset(ModelMonitoringInput.Builder builderForValue)

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

mergeBaselineDataset

public ModelMonitoringObjectiveSpec.Builder mergeBaselineDataset(ModelMonitoringInput value)

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

clearBaselineDataset

public ModelMonitoringObjectiveSpec.Builder clearBaselineDataset()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

getBaselineDatasetBuilder

public ModelMonitoringInput.Builder getBaselineDatasetBuilder()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

getBaselineDatasetOrBuilder

public ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Specified by:

getBaselineDatasetOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

hasTargetDataset

public boolean hasTargetDataset()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Specified by:

hasTargetDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the targetDataset field is set.

getTargetDataset

public ModelMonitoringInput getTargetDataset()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Specified by:

getTargetDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The targetDataset.

setTargetDataset

public ModelMonitoringObjectiveSpec.Builder setTargetDataset(ModelMonitoringInput value)

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

setTargetDataset

public ModelMonitoringObjectiveSpec.Builder setTargetDataset(ModelMonitoringInput.Builder builderForValue)

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

mergeTargetDataset

public ModelMonitoringObjectiveSpec.Builder mergeTargetDataset(ModelMonitoringInput value)

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

clearTargetDataset

public ModelMonitoringObjectiveSpec.Builder clearTargetDataset()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

getTargetDatasetBuilder

public ModelMonitoringInput.Builder getTargetDatasetBuilder()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

getTargetDatasetOrBuilder

public ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Specified by:

getTargetDatasetOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder