Interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder (3.47.0)

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()
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.