Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

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

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

All Implemented Interfaces:

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

Enclosing class:

ModelMonitoringObjectiveSpec.DataDriftSpec

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

 Data drift monitoring spec.
 Data drift measures the distribution distance between the current dataset
 and a baseline dataset. A typical use case is to detect data drift between
 the recent production serving dataset and the training dataset, or to
 compare the recent production dataset with a dataset from a previous
 period.
 

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

Method Summary

Modifier and Type	Method	Description
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	addAllFeatures(Iterable<String> values)	Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	addFeatures(String value)	Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	addFeaturesBytes(com.google.protobuf.ByteString value)	Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec	build()
ModelMonitoringObjectiveSpec.DataDriftSpec	buildPartial()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clear()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearCategoricalMetricType()	Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearDefaultCategoricalAlertCondition()	Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearDefaultNumericAlertCondition()	Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearFeatureAlertConditions()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearFeatures()	Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	clearNumericMetricType()	Supported metrics type: * jensen_shannon_divergence
boolean	containsFeatureAlertConditions(String key)	Per feature alert condition will override default alert condition.
String	getCategoricalMetricType()	Supported metrics type: * l_infinity * jensen_shannon_divergence
com.google.protobuf.ByteString	getCategoricalMetricTypeBytes()	Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringAlertCondition	getDefaultCategoricalAlertCondition()	Default alert condition for all the categorical features.
ModelMonitoringAlertCondition.Builder	getDefaultCategoricalAlertConditionBuilder()	Default alert condition for all the categorical features.
ModelMonitoringAlertConditionOrBuilder	getDefaultCategoricalAlertConditionOrBuilder()	Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec	getDefaultInstanceForType()
ModelMonitoringAlertCondition	getDefaultNumericAlertCondition()	Default alert condition for all the numeric features.
ModelMonitoringAlertCondition.Builder	getDefaultNumericAlertConditionBuilder()	Default alert condition for all the numeric features.
ModelMonitoringAlertConditionOrBuilder	getDefaultNumericAlertConditionOrBuilder()	Default alert condition for all the numeric features.
static final 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 / Prediction output names interested in monitoring.
com.google.protobuf.ByteString	getFeaturesBytes(int index)	Feature names / Prediction output names interested in monitoring.
int	getFeaturesCount()	Feature names / Prediction output names interested in monitoring.
com.google.protobuf.ProtocolStringList	getFeaturesList()	Feature names / Prediction output names interested in monitoring.
Map<String,ModelMonitoringAlertCondition>	getMutableFeatureAlertConditions()	Deprecated.
String	getNumericMetricType()	Supported metrics type: * jensen_shannon_divergence
com.google.protobuf.ByteString	getNumericMetricTypeBytes()	Supported metrics type: * jensen_shannon_divergence
boolean	hasDefaultCategoricalAlertCondition()	Default alert condition for all the categorical features.
boolean	hasDefaultNumericAlertCondition()	Default alert condition for all the numeric features.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMapFieldReflection(int number)
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMutableMapFieldReflection(int number)
final boolean	isInitialized()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	mergeDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value)	Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	mergeDefaultNumericAlertCondition(ModelMonitoringAlertCondition value)	Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	mergeFrom(ModelMonitoringObjectiveSpec.DataDriftSpec other)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	putAllFeatureAlertConditions(Map<String,ModelMonitoringAlertCondition> values)	Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.DataDriftSpec.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.DataDriftSpec.Builder	removeFeatureAlertConditions(String key)	Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setCategoricalMetricType(String value)	Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setCategoricalMetricTypeBytes(com.google.protobuf.ByteString value)	Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value)	Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue)	Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setDefaultNumericAlertCondition(ModelMonitoringAlertCondition value)	Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setDefaultNumericAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue)	Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setFeatures(int index, String value)	Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setNumericMetricType(String value)	Supported metrics type: * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	setNumericMetricTypeBytes(com.google.protobuf.ByteString value)	Supported metrics type: * jensen_shannon_divergence

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, internalGetMutableMapField, 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()

internalGetMapFieldReflection

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

Overrides:

internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.DataDriftSpec.Builder>

internalGetMutableMapFieldReflection

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

Overrides:

internalGetMutableMapFieldReflection in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.DataDriftSpec.Builder>

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveSpec.DataDriftSpec.Builder>

clear

public ModelMonitoringObjectiveSpec.DataDriftSpec.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.DataDriftSpec.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.DataDriftSpec.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec.DataDriftSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveSpec.DataDriftSpec build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveSpec.DataDriftSpec buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ModelMonitoringObjectiveSpec.DataDriftSpec.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.DataDriftSpec.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder mergeFrom(ModelMonitoringObjectiveSpec.DataDriftSpec 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.DataDriftSpec.Builder>

mergeFrom

public ModelMonitoringObjectiveSpec.DataDriftSpec.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.DataDriftSpec.Builder>

Throws:

IOException

getFeaturesList

public com.google.protobuf.ProtocolStringList getFeaturesList()

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

repeated string features = 1;

Specified by:

getFeaturesList in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

A list containing the features.

getFeaturesCount

public int getFeaturesCount()

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

repeated string features = 1;

Specified by:

getFeaturesCount in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The count of features.

getFeatures

public String getFeatures(int index)

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

repeated string features = 1;

Specified by:

getFeatures in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

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 / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs outlied
 in the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the features at the given index.

setFeatures

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

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs 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.DataDriftSpec.Builder addFeatures(String value)

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs 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.DataDriftSpec.Builder addAllFeatures(Iterable<String> values)

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs 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.DataDriftSpec.Builder clearFeatures()

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

repeated string features = 1;

Returns:

This builder for chaining.

addFeaturesBytes

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

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs 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.

getCategoricalMetricType

public String getCategoricalMetricType()

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Specified by:

getCategoricalMetricType in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The categoricalMetricType.

getCategoricalMetricTypeBytes

public com.google.protobuf.ByteString getCategoricalMetricTypeBytes()

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Specified by:

getCategoricalMetricTypeBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The bytes for categoricalMetricType.

setCategoricalMetricType

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setCategoricalMetricType(String value)

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Parameters:

value - The categoricalMetricType to set.

Returns:

This builder for chaining.

clearCategoricalMetricType

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder clearCategoricalMetricType()

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Returns:

This builder for chaining.

setCategoricalMetricTypeBytes

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setCategoricalMetricTypeBytes(com.google.protobuf.ByteString value)

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Parameters:

value - The bytes for categoricalMetricType to set.

Returns:

This builder for chaining.

getNumericMetricType

public String getNumericMetricType()

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Specified by:

getNumericMetricType in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The numericMetricType.

getNumericMetricTypeBytes

public com.google.protobuf.ByteString getNumericMetricTypeBytes()

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Specified by:

getNumericMetricTypeBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The bytes for numericMetricType.

setNumericMetricType

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setNumericMetricType(String value)

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Parameters:

value - The numericMetricType to set.

Returns:

This builder for chaining.

clearNumericMetricType

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder clearNumericMetricType()

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Returns:

This builder for chaining.

setNumericMetricTypeBytes

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setNumericMetricTypeBytes(com.google.protobuf.ByteString value)

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Parameters:

value - The bytes for numericMetricType to set.

Returns:

This builder for chaining.

hasDefaultCategoricalAlertCondition

public boolean hasDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

hasDefaultCategoricalAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

Whether the defaultCategoricalAlertCondition field is set.

getDefaultCategoricalAlertCondition

public ModelMonitoringAlertCondition getDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

getDefaultCategoricalAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The defaultCategoricalAlertCondition.

setDefaultCategoricalAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

setDefaultCategoricalAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue)

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

mergeDefaultCategoricalAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder mergeDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

clearDefaultCategoricalAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder clearDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

getDefaultCategoricalAlertConditionBuilder

public ModelMonitoringAlertCondition.Builder getDefaultCategoricalAlertConditionBuilder()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

getDefaultCategoricalAlertConditionOrBuilder

public ModelMonitoringAlertConditionOrBuilder getDefaultCategoricalAlertConditionOrBuilder()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

getDefaultCategoricalAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

hasDefaultNumericAlertCondition

public boolean hasDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

hasDefaultNumericAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

Whether the defaultNumericAlertCondition field is set.

getDefaultNumericAlertCondition

public ModelMonitoringAlertCondition getDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

getDefaultNumericAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The defaultNumericAlertCondition.

setDefaultNumericAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setDefaultNumericAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

setDefaultNumericAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder setDefaultNumericAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue)

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

mergeDefaultNumericAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder mergeDefaultNumericAlertCondition(ModelMonitoringAlertCondition value)

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

clearDefaultNumericAlertCondition

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder clearDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

getDefaultNumericAlertConditionBuilder

public ModelMonitoringAlertCondition.Builder getDefaultNumericAlertConditionBuilder()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

getDefaultNumericAlertConditionOrBuilder

public ModelMonitoringAlertConditionOrBuilder getDefaultNumericAlertConditionOrBuilder()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

getDefaultNumericAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditionsCount

public int getFeatureAlertConditionsCount()

Description copied from interface: ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

Specified by:

getFeatureAlertConditionsCount in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

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 = 6;

Specified by:

containsFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditions

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

Deprecated.

Use getFeatureAlertConditionsMap() instead.

Specified by:

getFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

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 = 6;

Specified by:

getFeatureAlertConditionsMap in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

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 = 6;

Specified by:

getFeatureAlertConditionsOrDefault in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

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 = 6;

Specified by:

getFeatureAlertConditionsOrThrow in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

clearFeatureAlertConditions

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder clearFeatureAlertConditions()

removeFeatureAlertConditions

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder removeFeatureAlertConditions(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

getMutableFeatureAlertConditions

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

Deprecated.

Use alternate mutation accessors instead.

putFeatureAlertConditions

public ModelMonitoringObjectiveSpec.DataDriftSpec.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 = 6;

putAllFeatureAlertConditions

public ModelMonitoringObjectiveSpec.DataDriftSpec.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 = 6;

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 = 6;