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Class ModelMonitoringObjectiveSpec.FeatureAttributionSpec (3.46.0)
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Version 3.46.0 keyboard_arrow_down
public static final class ModelMonitoringObjectiveSpec . FeatureAttributionSpec extends GeneratedMessageV3 implements ModelMonitoringObjectiveSpec . FeatureAttributionSpecOrBuilder
Feature attribution monitoring spec.
Protobuf type
google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int BATCH_EXPLANATION_DEDICATED_RESOURCES_FIELD_NUMBER
Field Value
Type Description
int
public static final int DEFAULT_ALERT_CONDITION_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURES_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURE_ALERT_CONDITIONS_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec . Builder newBuilder ()
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec . Builder newBuilder ( ModelMonitoringObjectiveSpec . FeatureAttributionSpec prototype )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseDelimitedFrom ( InputStream input )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( ByteString data )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( CodedInputStream input )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( InputStream input )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( ByteBuffer data )
public static ModelMonitoringObjectiveSpec . FeatureAttributionSpec parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<ModelMonitoringObjectiveSpec . FeatureAttributionSpec > parser ()
Methods
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;
Parameter
Name Description
keyString
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
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;
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;
public ModelMonitoringAlertCondition getDefaultAlertCondition ()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
public ModelMonitoringAlertConditionOrBuilder getDefaultAlertConditionOrBuilder ()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
public ModelMonitoringObjectiveSpec . FeatureAttributionSpec getDefaultInstanceForType ()
public Map<String , ModelMonitoringAlertCondition > getFeatureAlertConditions ()
public int getFeatureAlertConditionsCount ()
Per feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
Returns
Type Description
int
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;
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;
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;
Parameter
Name Description
keyString
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;
Parameter
Name Description
indexint The index of the element to return.
Returns
Type Description
String The features at the given index.
public 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;
Parameter
Name Description
indexint The index of the value to return.
Returns
Type Description
ByteString The bytes of the features at the given index.
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;
Returns
Type Description
int The count of features.
public 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;
public Parser<ModelMonitoringObjectiveSpec . FeatureAttributionSpec > getParserForType ()
Overrides
public int getSerializedSize ()
Returns
Type Description
int
Overrides
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;
Returns
Type Description
boolean Whether the batchExplanationDedicatedResources field is set.
public boolean hasDefaultAlertCondition ()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
Returns
Type Description
boolean Whether the defaultAlertCondition field is set.
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
protected MapFieldReflectionAccessor internalGetMapFieldReflection ( int number )
Parameter
Name Description
numberint
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
public final boolean isInitialized ()
Overrides
public ModelMonitoringObjectiveSpec . FeatureAttributionSpec . Builder newBuilderForType ()
protected ModelMonitoringObjectiveSpec . FeatureAttributionSpec . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public ModelMonitoringObjectiveSpec . FeatureAttributionSpec . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-03-03 UTC.
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