Interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder (3.50.0)

Version 3.50.0

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public static interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

containsFeatureAlertConditions(String key)

public abstract 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
key	String

Returns
Type	Description
boolean

getBatchExplanationDedicatedResources()

public abstract 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;

Returns
Type	Description
BatchDedicatedResources	The batchExplanationDedicatedResources.

getBatchExplanationDedicatedResourcesOrBuilder()

public abstract 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;

Returns
Type	Description
BatchDedicatedResourcesOrBuilder

getDefaultAlertCondition()

public abstract ModelMonitoringAlertCondition getDefaultAlertCondition()

Default alert condition for all the features.

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

Returns
Type	Description
ModelMonitoringAlertCondition	The defaultAlertCondition.

getDefaultAlertConditionOrBuilder()

public abstract ModelMonitoringAlertConditionOrBuilder getDefaultAlertConditionOrBuilder()

Default alert condition for all the features.

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

Returns
Type	Description
ModelMonitoringAlertConditionOrBuilder

getFeatureAlertConditions() (deprecated)

public abstract Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()

Use #getFeatureAlertConditionsMap() instead.

Returns
Type	Description
Map<String,ModelMonitoringAlertCondition>

getFeatureAlertConditionsCount()

public abstract 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

getFeatureAlertConditionsMap()

public abstract Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()

Per feature alert condition will override default alert condition.

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

Returns
Type	Description
Map<String,ModelMonitoringAlertCondition>

getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue)

public abstract 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;

Parameters
Name	Description
key	String
defaultValue	ModelMonitoringAlertCondition

Returns
Type	Description
ModelMonitoringAlertCondition

getFeatureAlertConditionsOrThrow(String key)

public abstract 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
key	String

Returns
Type	Description
ModelMonitoringAlertCondition

getFeatures(int index)

public abstract 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
index	int The index of the element to return.

Returns
Type	Description
String	The features at the given index.

getFeaturesBytes(int index)

public abstract 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
index	int The index of the value to return.

Returns
Type	Description
ByteString	The bytes of the features at the given index.

getFeaturesCount()

public abstract 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.

getFeaturesList()

public abstract List<String> 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;

Returns
Type	Description
List<String>	A list containing the features.

hasBatchExplanationDedicatedResources()

public abstract 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.

hasDefaultAlertCondition()

public abstract 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.