com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

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

All Implemented Interfaces:

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

Enclosing class:

ModelMonitoringObjectiveSpec.FeatureAttributionSpec

public static final class ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>
implements ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

 Feature attribution monitoring spec.
 

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

Method Summary

Modifier and Type	Method and Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	addAllFeatures(Iterable<String> values) Feature names interested in monitoring.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	addFeatures(String value) Feature names interested in monitoring.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	addFeaturesBytes(com.google.protobuf.ByteString value) Feature names interested in monitoring.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	build()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	buildPartial()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clear()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearBatchExplanationDedicatedResources() The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearDefaultAlertCondition() Default alert condition for all the features.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearFeatureAlertConditions()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearFeatures() Feature names interested in monitoring.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	clone()
boolean	containsFeatureAlertConditions(String key) Per feature alert condition will override default alert condition.
BatchDedicatedResources	getBatchExplanationDedicatedResources() The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
BatchDedicatedResources.Builder	getBatchExplanationDedicatedResourcesBuilder() The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
BatchDedicatedResourcesOrBuilder	getBatchExplanationDedicatedResourcesOrBuilder() The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
ModelMonitoringAlertCondition	getDefaultAlertCondition() Default alert condition for all the features.
ModelMonitoringAlertCondition.Builder	getDefaultAlertConditionBuilder() Default alert condition for all the features.
ModelMonitoringAlertConditionOrBuilder	getDefaultAlertConditionOrBuilder() Default alert condition for all the features.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
Map<String,ModelMonitoringAlertCondition>	getFeatureAlertConditions() Deprecated.
int	getFeatureAlertConditionsCount() Per feature alert condition will override default alert condition.
Map<String,ModelMonitoringAlertCondition>	getFeatureAlertConditionsMap() Per feature alert condition will override default alert condition.
ModelMonitoringAlertCondition	getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue) Per feature alert condition will override default alert condition.
ModelMonitoringAlertCondition	getFeatureAlertConditionsOrThrow(String key) Per feature alert condition will override default alert condition.
String	getFeatures(int index) Feature names interested in monitoring.
com.google.protobuf.ByteString	getFeaturesBytes(int index) Feature names interested in monitoring.
int	getFeaturesCount() Feature names interested in monitoring.
com.google.protobuf.ProtocolStringList	getFeaturesList() Feature names interested in monitoring.
Map<String,ModelMonitoringAlertCondition>	getMutableFeatureAlertConditions() Deprecated.
boolean	hasBatchExplanationDedicatedResources() The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
boolean	hasDefaultAlertCondition() Default alert condition for all the features.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMapFieldReflection(int number)
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMutableMapFieldReflection(int number)
boolean	isInitialized()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeBatchExplanationDedicatedResources(BatchDedicatedResources value) The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeDefaultAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the features.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeFrom(ModelMonitoringObjectiveSpec.FeatureAttributionSpec other)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	putAllFeatureAlertConditions(Map<String,ModelMonitoringAlertCondition> values) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	putFeatureAlertConditions(String key, ModelMonitoringAlertCondition value) Per feature alert condition will override default alert condition.
ModelMonitoringAlertCondition.Builder	putFeatureAlertConditionsBuilderIfAbsent(String key) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	removeFeatureAlertConditions(String key) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setBatchExplanationDedicatedResources(BatchDedicatedResources.Builder builderForValue) The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setBatchExplanationDedicatedResources(BatchDedicatedResources value) The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setDefaultAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue) Default alert condition for all the features.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setDefaultAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the features.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setFeatures(int index, String value) Feature names interested in monitoring.
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, 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, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetMapFieldReflection

protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Overrides:

internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

internalGetMutableMapFieldReflection

protected com.google.protobuf.MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)

Overrides:

internalGetMutableMapFieldReflection in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

clear

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.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.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.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.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec buildPartial()

Specified by:

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

Specified by:

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

clone

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clone()

Specified by:

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

Specified by:

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

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

setField

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                            Object value)

Specified by:

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

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

clearField

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

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

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

clearOneof

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

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

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

setRepeatedField

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                                    int index,
                                                                                    Object value)

Specified by:

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

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

addRepeatedField

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                                    Object value)

Specified by:

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

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.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.FeatureAttributionSpec.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.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.FeatureAttributionSpec.Builder>

Throws:

IOException

getFeaturesList

public com.google.protobuf.ProtocolStringList getFeaturesList()

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesList in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

A list containing the features.

getFeaturesCount

public int getFeaturesCount()

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesCount in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

The count of features.

getFeatures

public String getFeatures(int index)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeatures in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The features at the given index.

getFeaturesBytes

public com.google.protobuf.ByteString getFeaturesBytes(int index)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesBytes in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the features at the given index.

setFeatures

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setFeatures(int index,
                                                                               String value)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Parameters:

index - The index to set the value at.

value - The features to set.

Returns:

This builder for chaining.

addFeatures

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder addFeatures(String value)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Parameters:

value - The features to add.

Returns:

This builder for chaining.

addAllFeatures

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder addAllFeatures(Iterable<String> values)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Parameters:

values - The features to add.

Returns:

This builder for chaining.

clearFeatures

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearFeatures()

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Returns:

This builder for chaining.

addFeaturesBytes

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder addFeaturesBytes(com.google.protobuf.ByteString value)

 Feature names interested in monitoring.
 These should be a subset of the input feature names specified in the
 monitoring schema. If the field is not specified all features outlied in
 the monitoring schema will be used.
 

repeated string features = 1;

Parameters:

value - The bytes of the features to add.

Returns:

This builder for chaining.

hasDefaultAlertCondition

public boolean hasDefaultAlertCondition()

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

Specified by:

hasDefaultAlertCondition in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

Whether the defaultAlertCondition field is set.

getDefaultAlertCondition

public ModelMonitoringAlertCondition getDefaultAlertCondition()

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

Specified by:

getDefaultAlertCondition in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

The defaultAlertCondition.

setDefaultAlertCondition

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setDefaultAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

setDefaultAlertCondition

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setDefaultAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue)

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

mergeDefaultAlertCondition

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder mergeDefaultAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

clearDefaultAlertCondition

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearDefaultAlertCondition()

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

getDefaultAlertConditionBuilder

public ModelMonitoringAlertCondition.Builder getDefaultAlertConditionBuilder()

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

getDefaultAlertConditionOrBuilder

public ModelMonitoringAlertConditionOrBuilder getDefaultAlertConditionOrBuilder()

 Default alert condition for all the features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;

Specified by:

getDefaultAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureAlertConditionsCount

public int getFeatureAlertConditionsCount()

Description copied from interface: ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

Specified by:

getFeatureAlertConditionsCount in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

containsFeatureAlertConditions

public boolean containsFeatureAlertConditions(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

Specified by:

containsFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureAlertConditions

@Deprecated
public Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()

Deprecated.

Use getFeatureAlertConditionsMap() instead.

Specified by:

getFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureAlertConditionsMap

public Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

Specified by:

getFeatureAlertConditionsMap in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureAlertConditionsOrDefault

public ModelMonitoringAlertCondition getFeatureAlertConditionsOrDefault(String key,
                                                                        ModelMonitoringAlertCondition defaultValue)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

Specified by:

getFeatureAlertConditionsOrDefault in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureAlertConditionsOrThrow

public ModelMonitoringAlertCondition getFeatureAlertConditionsOrThrow(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

Specified by:

getFeatureAlertConditionsOrThrow in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

clearFeatureAlertConditions

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearFeatureAlertConditions()

removeFeatureAlertConditions

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder removeFeatureAlertConditions(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

getMutableFeatureAlertConditions

@Deprecated
public Map<String,ModelMonitoringAlertCondition> getMutableFeatureAlertConditions()

Deprecated.

Use alternate mutation accessors instead.

putFeatureAlertConditions

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder putFeatureAlertConditions(String key,
                                                                                             ModelMonitoringAlertCondition value)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

putAllFeatureAlertConditions

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder putAllFeatureAlertConditions(Map<String,ModelMonitoringAlertCondition> values)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

putFeatureAlertConditionsBuilderIfAbsent

public ModelMonitoringAlertCondition.Builder putFeatureAlertConditionsBuilderIfAbsent(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;

hasBatchExplanationDedicatedResources

public boolean hasBatchExplanationDedicatedResources()

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

Specified by:

hasBatchExplanationDedicatedResources in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

Whether the batchExplanationDedicatedResources field is set.

getBatchExplanationDedicatedResources

public BatchDedicatedResources getBatchExplanationDedicatedResources()

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

Specified by:

getBatchExplanationDedicatedResources in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

Returns:

The batchExplanationDedicatedResources.

setBatchExplanationDedicatedResources

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setBatchExplanationDedicatedResources(BatchDedicatedResources value)

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

setBatchExplanationDedicatedResources

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setBatchExplanationDedicatedResources(BatchDedicatedResources.Builder builderForValue)

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

mergeBatchExplanationDedicatedResources

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder mergeBatchExplanationDedicatedResources(BatchDedicatedResources value)

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

clearBatchExplanationDedicatedResources

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder clearBatchExplanationDedicatedResources()

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

getBatchExplanationDedicatedResourcesBuilder

public BatchDedicatedResources.Builder getBatchExplanationDedicatedResourcesBuilder()

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

getBatchExplanationDedicatedResourcesOrBuilder

public BatchDedicatedResourcesOrBuilder getBatchExplanationDedicatedResourcesOrBuilder()

 The config of resources used by the Model Monitoring during the batch
 explanation for non-AutoML models. If not set, `n1-standard-2` machine
 type will be used by default.
 

.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;

Specified by:

getBatchExplanationDedicatedResourcesOrBuilder in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

setUnknownFields

public final ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

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

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>

mergeUnknownFields

public final ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

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

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder>