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public static interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder 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 = 6;
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getCategoricalMetricType()
public abstract String getCategoricalMetricType()Supported metrics type:
- l_infinity
- jensen_shannon_divergence
string categorical_metric_type = 2;
| Returns | |
|---|---|
| Type | Description |
String |
The categoricalMetricType. |
getCategoricalMetricTypeBytes()
public abstract ByteString getCategoricalMetricTypeBytes()Supported metrics type:
- l_infinity
- jensen_shannon_divergence
string categorical_metric_type = 2;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for categoricalMetricType. |
getDefaultCategoricalAlertCondition()
public abstract ModelMonitoringAlertCondition getDefaultCategoricalAlertCondition()Default alert condition for all the categorical features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlertCondition |
The defaultCategoricalAlertCondition. |
getDefaultCategoricalAlertConditionOrBuilder()
public abstract ModelMonitoringAlertConditionOrBuilder getDefaultCategoricalAlertConditionOrBuilder()Default alert condition for all the categorical features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlertConditionOrBuilder |
|
getDefaultNumericAlertCondition()
public abstract ModelMonitoringAlertCondition getDefaultNumericAlertCondition()Default alert condition for all the numeric features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlertCondition |
The defaultNumericAlertCondition. |
getDefaultNumericAlertConditionOrBuilder()
public abstract ModelMonitoringAlertConditionOrBuilder getDefaultNumericAlertConditionOrBuilder()Default alert condition for all the numeric features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
| 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 = 6;
| 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 = 6;
| 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 = 6;
| 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 = 6;
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAlertCondition |
|
getFeatures(int index)
public abstract String getFeatures(int index)Feature names / Prediction output names interested in monitoring. These should be a subset of the input feature names or prediction output names specified in the monitoring schema. If the field is not specified all features / prediction outputs 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 / Prediction output names interested in monitoring. These should be a subset of the input feature names or prediction output names specified in the monitoring schema. If the field is not specified all features / prediction outputs 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 / Prediction output names interested in monitoring. These should be a subset of the input feature names or prediction output names specified in the monitoring schema. If the field is not specified all features / prediction outputs 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 / Prediction output names interested in monitoring. These should be a subset of the input feature names or prediction output names specified in the monitoring schema. If the field is not specified all features / prediction outputs outlied in the monitoring schema will be used.
repeated string features = 1;
| Returns | |
|---|---|
| Type | Description |
List<String> |
A list containing the features. |
getNumericMetricType()
public abstract String getNumericMetricType()Supported metrics type:
- jensen_shannon_divergence
string numeric_metric_type = 3;
| Returns | |
|---|---|
| Type | Description |
String |
The numericMetricType. |
getNumericMetricTypeBytes()
public abstract ByteString getNumericMetricTypeBytes()Supported metrics type:
- jensen_shannon_divergence
string numeric_metric_type = 3;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for numericMetricType. |
hasDefaultCategoricalAlertCondition()
public abstract boolean hasDefaultCategoricalAlertCondition()Default alert condition for all the categorical features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the defaultCategoricalAlertCondition field is set. |
hasDefaultNumericAlertCondition()
public abstract boolean hasDefaultNumericAlertCondition()Default alert condition for all the numeric features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the defaultNumericAlertCondition field is set. |