com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringObjectiveSpec.DataDriftSpec, ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Enclosing class:

ModelMonitoringObjectiveSpec

public static interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
boolean	containsFeatureAlertConditions(String key) Per feature alert condition will override default alert condition.
String	getCategoricalMetricType() Supported metrics type: * l_infinity * jensen_shannon_divergence string categorical_metric_type = 2;
com.google.protobuf.ByteString	getCategoricalMetricTypeBytes() Supported metrics type: * l_infinity * jensen_shannon_divergence string categorical_metric_type = 2;
ModelMonitoringAlertCondition	getDefaultCategoricalAlertCondition() Default alert condition for all the categorical features.
ModelMonitoringAlertConditionOrBuilder	getDefaultCategoricalAlertConditionOrBuilder() Default alert condition for all the categorical features.
ModelMonitoringAlertCondition	getDefaultNumericAlertCondition() Default alert condition for all the numeric features.
ModelMonitoringAlertConditionOrBuilder	getDefaultNumericAlertConditionOrBuilder() Default alert condition for all the numeric features.
Map<String,ModelMonitoringAlertCondition>	getFeatureAlertConditions() Deprecated.
int	getFeatureAlertConditionsCount() Per feature alert condition will override default alert condition.
Map<String,ModelMonitoringAlertCondition>	getFeatureAlertConditionsMap() Per feature alert condition will override default alert condition.
ModelMonitoringAlertCondition	getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue) Per feature alert condition will override default alert condition.
ModelMonitoringAlertCondition	getFeatureAlertConditionsOrThrow(String key) Per feature alert condition will override default alert condition.
String	getFeatures(int index) Feature names / Prediction output names interested in monitoring.
com.google.protobuf.ByteString	getFeaturesBytes(int index) Feature names / Prediction output names interested in monitoring.
int	getFeaturesCount() Feature names / Prediction output names interested in monitoring.
List<String>	getFeaturesList() Feature names / Prediction output names interested in monitoring.
String	getNumericMetricType() Supported metrics type: * jensen_shannon_divergence string numeric_metric_type = 3;
com.google.protobuf.ByteString	getNumericMetricTypeBytes() Supported metrics type: * jensen_shannon_divergence string numeric_metric_type = 3;
boolean	hasDefaultCategoricalAlertCondition() Default alert condition for all the categorical features.
boolean	hasDefaultNumericAlertCondition() Default alert condition for all the numeric features.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getFeaturesList

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:

A list containing the features.

getFeaturesCount

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:

The count of features.

getFeatures

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;

Parameters:

index - The index of the element to return.

Returns:

The features at the given index.

getFeaturesBytes

com.google.protobuf.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;

Parameters:

index - The index of the value to return.

Returns:

The bytes of the features at the given index.

getCategoricalMetricType

String getCategoricalMetricType()

 Supported metrics type:
  * l_infinity
  * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Returns:

The categoricalMetricType.

getCategoricalMetricTypeBytes

com.google.protobuf.ByteString getCategoricalMetricTypeBytes()

 Supported metrics type:
  * l_infinity
  * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Returns:

The bytes for categoricalMetricType.

getNumericMetricType

String getNumericMetricType()

 Supported metrics type:
  * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Returns:

The numericMetricType.

getNumericMetricTypeBytes

com.google.protobuf.ByteString getNumericMetricTypeBytes()

 Supported metrics type:
  * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Returns:

The bytes for numericMetricType.

hasDefaultCategoricalAlertCondition

boolean hasDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Returns:

Whether the defaultCategoricalAlertCondition field is set.

getDefaultCategoricalAlertCondition

ModelMonitoringAlertCondition getDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Returns:

The defaultCategoricalAlertCondition.

getDefaultCategoricalAlertConditionOrBuilder

ModelMonitoringAlertConditionOrBuilder getDefaultCategoricalAlertConditionOrBuilder()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

hasDefaultNumericAlertCondition

boolean hasDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Returns:

Whether the defaultNumericAlertCondition field is set.

getDefaultNumericAlertCondition

ModelMonitoringAlertCondition getDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Returns:

The defaultNumericAlertCondition.

getDefaultNumericAlertConditionOrBuilder

ModelMonitoringAlertConditionOrBuilder getDefaultNumericAlertConditionOrBuilder()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

getFeatureAlertConditionsCount

int getFeatureAlertConditionsCount()

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

containsFeatureAlertConditions

boolean containsFeatureAlertConditions(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

getFeatureAlertConditions

@Deprecated
Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()

Deprecated.

Use getFeatureAlertConditionsMap() instead.

getFeatureAlertConditionsMap

Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

getFeatureAlertConditionsOrDefault

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;

getFeatureAlertConditionsOrThrow

ModelMonitoringAlertCondition getFeatureAlertConditionsOrThrow(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;