Package com.google.cloud.aiplatform.v1

Class ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

com.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder

All Implemented Interfaces:

ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig

public static final class ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>
implements ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

 The config for Prediction data drift detection.
 

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig

Method Summary

Modifier and Type	Method	Description
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig	build()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig	buildPartial()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	clear()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	clearAttributionScoreDriftThresholds()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	clearDefaultDriftThreshold()	Drift anomaly detection threshold used by all features.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	clearDriftThresholds()
boolean	containsAttributionScoreDriftThresholds(String key)	Key is the feature name and value is the threshold.
boolean	containsDriftThresholds(String key)	Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getAttributionScoreDriftThresholds()	Deprecated.
int	getAttributionScoreDriftThresholdsCount()	Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getAttributionScoreDriftThresholdsMap()	Key is the feature name and value is the threshold.
ThresholdConfig	getAttributionScoreDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue)	Key is the feature name and value is the threshold.
ThresholdConfig	getAttributionScoreDriftThresholdsOrThrow(String key)	Key is the feature name and value is the threshold.
ThresholdConfig	getDefaultDriftThreshold()	Drift anomaly detection threshold used by all features.
ThresholdConfig.Builder	getDefaultDriftThresholdBuilder()	Drift anomaly detection threshold used by all features.
ThresholdConfigOrBuilder	getDefaultDriftThresholdOrBuilder()	Drift anomaly detection threshold used by all features.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
Map<String,ThresholdConfig>	getDriftThresholds()	Deprecated.
int	getDriftThresholdsCount()	Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getDriftThresholdsMap()	Key is the feature name and value is the threshold.
ThresholdConfig	getDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue)	Key is the feature name and value is the threshold.
ThresholdConfig	getDriftThresholdsOrThrow(String key)	Key is the feature name and value is the threshold.
Map<String,ThresholdConfig>	getMutableAttributionScoreDriftThresholds()	Deprecated.
Map<String,ThresholdConfig>	getMutableDriftThresholds()	Deprecated.
boolean	hasDefaultDriftThreshold()	Drift anomaly detection threshold used by all 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()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	mergeDefaultDriftThreshold(ThresholdConfig value)	Drift anomaly detection threshold used by all features.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	mergeFrom(ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig other)
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	putAllAttributionScoreDriftThresholds(Map<String,ThresholdConfig> values)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	putAllDriftThresholds(Map<String,ThresholdConfig> values)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	putAttributionScoreDriftThresholds(String key, ThresholdConfig value)	Key is the feature name and value is the threshold.
ThresholdConfig.Builder	putAttributionScoreDriftThresholdsBuilderIfAbsent(String key)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	putDriftThresholds(String key, ThresholdConfig value)	Key is the feature name and value is the threshold.
ThresholdConfig.Builder	putDriftThresholdsBuilderIfAbsent(String key)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	removeAttributionScoreDriftThresholds(String key)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	removeDriftThresholds(String key)	Key is the feature name and value is the threshold.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	setDefaultDriftThreshold(ThresholdConfig value)	Drift anomaly detection threshold used by all features.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder	setDefaultDriftThreshold(ThresholdConfig.Builder builderForValue)	Drift anomaly detection threshold used by all features.

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<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

internalGetMutableMapFieldReflection

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

Overrides:

internalGetMutableMapFieldReflection in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

clear

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.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<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.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<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

getDefaultInstanceForType

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig build()

Specified by:

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

Specified by:

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

buildPartial

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.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<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

mergeFrom

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder mergeFrom(ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

mergeFrom

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.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<ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder>

Throws:

IOException

getDriftThresholdsCount

public int getDriftThresholdsCount()

Description copied from interface: ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

Specified by:

getDriftThresholdsCount in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

containsDriftThresholds

public boolean containsDriftThresholds(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

Specified by:

containsDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getDriftThresholds

@Deprecated
public Map<String,ThresholdConfig> getDriftThresholds()

Deprecated.

Use getDriftThresholdsMap() instead.

Specified by:

getDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getDriftThresholdsMap

public Map<String,ThresholdConfig> getDriftThresholdsMap()

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

Specified by:

getDriftThresholdsMap in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getDriftThresholdsOrDefault

public ThresholdConfig getDriftThresholdsOrDefault(String key,
 ThresholdConfig defaultValue)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

Specified by:

getDriftThresholdsOrDefault in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getDriftThresholdsOrThrow

public ThresholdConfig getDriftThresholdsOrThrow(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

Specified by:

getDriftThresholdsOrThrow in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

clearDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder clearDriftThresholds()

removeDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder removeDriftThresholds(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

getMutableDriftThresholds

@Deprecated
public Map<String,ThresholdConfig> getMutableDriftThresholds()

Deprecated.

Use alternate mutation accessors instead.

putDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder putDriftThresholds(String key,
 ThresholdConfig value)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

putAllDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder putAllDriftThresholds(Map<String,ThresholdConfig> values)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

putDriftThresholdsBuilderIfAbsent

public ThresholdConfig.Builder putDriftThresholdsBuilderIfAbsent(String key)

 Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

getAttributionScoreDriftThresholdsCount

public int getAttributionScoreDriftThresholdsCount()

Description copied from interface: ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

Specified by:

getAttributionScoreDriftThresholdsCount in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

containsAttributionScoreDriftThresholds

public boolean containsAttributionScoreDriftThresholds(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

Specified by:

containsAttributionScoreDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getAttributionScoreDriftThresholds

@Deprecated
public Map<String,ThresholdConfig> getAttributionScoreDriftThresholds()

Deprecated.

Use getAttributionScoreDriftThresholdsMap() instead.

Specified by:

getAttributionScoreDriftThresholds in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getAttributionScoreDriftThresholdsMap

public Map<String,ThresholdConfig> getAttributionScoreDriftThresholdsMap()

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

Specified by:

getAttributionScoreDriftThresholdsMap in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getAttributionScoreDriftThresholdsOrDefault

public ThresholdConfig getAttributionScoreDriftThresholdsOrDefault(String key,
 ThresholdConfig defaultValue)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

Specified by:

getAttributionScoreDriftThresholdsOrDefault in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getAttributionScoreDriftThresholdsOrThrow

public ThresholdConfig getAttributionScoreDriftThresholdsOrThrow(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

Specified by:

getAttributionScoreDriftThresholdsOrThrow in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

clearAttributionScoreDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder clearAttributionScoreDriftThresholds()

removeAttributionScoreDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder removeAttributionScoreDriftThresholds(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

getMutableAttributionScoreDriftThresholds

@Deprecated
public Map<String,ThresholdConfig> getMutableAttributionScoreDriftThresholds()

Deprecated.

Use alternate mutation accessors instead.

putAttributionScoreDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder putAttributionScoreDriftThresholds(String key,
 ThresholdConfig value)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

putAllAttributionScoreDriftThresholds

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder putAllAttributionScoreDriftThresholds(Map<String,ThresholdConfig> values)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

putAttributionScoreDriftThresholdsBuilderIfAbsent

public ThresholdConfig.Builder putAttributionScoreDriftThresholdsBuilderIfAbsent(String key)

 Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
 

map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

hasDefaultDriftThreshold

public boolean hasDefaultDriftThreshold()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

Specified by:

hasDefaultDriftThreshold in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

Returns:

Whether the defaultDriftThreshold field is set.

getDefaultDriftThreshold

public ThresholdConfig getDefaultDriftThreshold()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

Specified by:

getDefaultDriftThreshold in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

Returns:

The defaultDriftThreshold.

setDefaultDriftThreshold

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder setDefaultDriftThreshold(ThresholdConfig value)

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

setDefaultDriftThreshold

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder setDefaultDriftThreshold(ThresholdConfig.Builder builderForValue)

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

mergeDefaultDriftThreshold

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder mergeDefaultDriftThreshold(ThresholdConfig value)

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

clearDefaultDriftThreshold

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder clearDefaultDriftThreshold()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

getDefaultDriftThresholdBuilder

public ThresholdConfig.Builder getDefaultDriftThresholdBuilder()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

getDefaultDriftThresholdOrBuilder

public ThresholdConfigOrBuilder getDefaultDriftThresholdOrBuilder()

 Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
 

.google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;

Specified by:

getDefaultDriftThresholdOrBuilder in interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder