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public static interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
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 |
intThe 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 |
intThe 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. |