com.google.cloud.aiplatform.v1

Enum ModelDeploymentMonitoringObjectiveType

java.lang.Object

java.lang.Enum<ModelDeploymentMonitoringObjectiveType>

com.google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType

All Implemented Interfaces:

com.google.protobuf.Internal.EnumLite, com.google.protobuf.ProtocolMessageEnum, Serializable, Comparable<ModelDeploymentMonitoringObjectiveType>

public enum ModelDeploymentMonitoringObjectiveType
extends Enum<ModelDeploymentMonitoringObjectiveType>
implements com.google.protobuf.ProtocolMessageEnum

 The Model Monitoring Objective types.
 

Protobuf enum google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType

Enum Constant Summary

Enum Constants

Enum Constant and Description
FEATURE_ATTRIBUTION_DRIFT Feature attribution scores to detect skew between Prediction datasets collected within different time windows.
FEATURE_ATTRIBUTION_SKEW Feature attribution scores to detect skew between Training-Prediction datasets.
MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED Default value, should not be set.
RAW_FEATURE_DRIFT Raw feature values' stats to detect drift between Serving-Prediction datasets.
RAW_FEATURE_SKEW Raw feature values' stats to detect skew between Training-Prediction datasets.
UNRECOGNIZED

Field Summary

Fields

Modifier and Type	Field and Description
static int	FEATURE_ATTRIBUTION_DRIFT_VALUE Feature attribution scores to detect skew between Prediction datasets collected within different time windows.
static int	FEATURE_ATTRIBUTION_SKEW_VALUE Feature attribution scores to detect skew between Training-Prediction datasets.
static int	MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED_VALUE Default value, should not be set.
static int	RAW_FEATURE_DRIFT_VALUE Raw feature values' stats to detect drift between Serving-Prediction datasets.
static int	RAW_FEATURE_SKEW_VALUE Raw feature values' stats to detect skew between Training-Prediction datasets.

Method Summary

Modifier and Type	Method and Description
static ModelDeploymentMonitoringObjectiveType	forNumber(int value)
static com.google.protobuf.Descriptors.EnumDescriptor	getDescriptor()
com.google.protobuf.Descriptors.EnumDescriptor	getDescriptorForType()
int	getNumber()
com.google.protobuf.Descriptors.EnumValueDescriptor	getValueDescriptor()
static com.google.protobuf.Internal.EnumLiteMap<ModelDeploymentMonitoringObjectiveType>	internalGetValueMap()
static ModelDeploymentMonitoringObjectiveType	valueOf(com.google.protobuf.Descriptors.EnumValueDescriptor desc)
static ModelDeploymentMonitoringObjectiveType	valueOf(int value) Deprecated. Use forNumber(int) instead.
static ModelDeploymentMonitoringObjectiveType	valueOf(String name) Returns the enum constant of this type with the specified name.
static ModelDeploymentMonitoringObjectiveType[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED

public static final ModelDeploymentMonitoringObjectiveType MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED

 Default value, should not be set.
 

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 0;

RAW_FEATURE_SKEW

public static final ModelDeploymentMonitoringObjectiveType RAW_FEATURE_SKEW

 Raw feature values' stats to detect skew between Training-Prediction
 datasets.
 

RAW_FEATURE_SKEW = 1;

RAW_FEATURE_DRIFT

public static final ModelDeploymentMonitoringObjectiveType RAW_FEATURE_DRIFT

 Raw feature values' stats to detect drift between Serving-Prediction
 datasets.
 

RAW_FEATURE_DRIFT = 2;

FEATURE_ATTRIBUTION_SKEW

public static final ModelDeploymentMonitoringObjectiveType FEATURE_ATTRIBUTION_SKEW

 Feature attribution scores to detect skew between Training-Prediction
 datasets.
 

FEATURE_ATTRIBUTION_SKEW = 3;

FEATURE_ATTRIBUTION_DRIFT

public static final ModelDeploymentMonitoringObjectiveType FEATURE_ATTRIBUTION_DRIFT

 Feature attribution scores to detect skew between Prediction datasets
 collected within different time windows.
 

FEATURE_ATTRIBUTION_DRIFT = 4;

UNRECOGNIZED

public static final ModelDeploymentMonitoringObjectiveType UNRECOGNIZED

Field Detail

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED_VALUE

public static final int MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED_VALUE

 Default value, should not be set.
 

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 0;

See Also:

Constant Field Values

RAW_FEATURE_SKEW_VALUE

public static final int RAW_FEATURE_SKEW_VALUE

 Raw feature values' stats to detect skew between Training-Prediction
 datasets.
 

RAW_FEATURE_SKEW = 1;

See Also:

Constant Field Values

RAW_FEATURE_DRIFT_VALUE

public static final int RAW_FEATURE_DRIFT_VALUE

 Raw feature values' stats to detect drift between Serving-Prediction
 datasets.
 

RAW_FEATURE_DRIFT = 2;

See Also:

Constant Field Values

FEATURE_ATTRIBUTION_SKEW_VALUE

public static final int FEATURE_ATTRIBUTION_SKEW_VALUE

 Feature attribution scores to detect skew between Training-Prediction
 datasets.
 

FEATURE_ATTRIBUTION_SKEW = 3;

See Also:

Constant Field Values

FEATURE_ATTRIBUTION_DRIFT_VALUE

public static final int FEATURE_ATTRIBUTION_DRIFT_VALUE

 Feature attribution scores to detect skew between Prediction datasets
 collected within different time windows.
 

FEATURE_ATTRIBUTION_DRIFT = 4;

See Also:

Constant Field Values

Method Detail

values

public static ModelDeploymentMonitoringObjectiveType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (ModelDeploymentMonitoringObjectiveType c : ModelDeploymentMonitoringObjectiveType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static ModelDeploymentMonitoringObjectiveType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

getNumber

public final int getNumber()

Specified by:

getNumber in interface com.google.protobuf.Internal.EnumLite

Specified by:

getNumber in interface com.google.protobuf.ProtocolMessageEnum

valueOf

@Deprecated
public static ModelDeploymentMonitoringObjectiveType valueOf(int value)

Deprecated. Use forNumber(int) instead.

Parameters:

value - The numeric wire value of the corresponding enum entry.

Returns:

The enum associated with the given numeric wire value.

forNumber

public static ModelDeploymentMonitoringObjectiveType forNumber(int value)

Parameters:

value - The numeric wire value of the corresponding enum entry.

Returns:

The enum associated with the given numeric wire value.

internalGetValueMap

public static com.google.protobuf.Internal.EnumLiteMap<ModelDeploymentMonitoringObjectiveType> internalGetValueMap()

getValueDescriptor

public final com.google.protobuf.Descriptors.EnumValueDescriptor getValueDescriptor()

Specified by:

getValueDescriptor in interface com.google.protobuf.ProtocolMessageEnum

getDescriptorForType

public final com.google.protobuf.Descriptors.EnumDescriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.ProtocolMessageEnum

getDescriptor

public static final com.google.protobuf.Descriptors.EnumDescriptor getDescriptor()

valueOf

public static ModelDeploymentMonitoringObjectiveType valueOf(com.google.protobuf.Descriptors.EnumValueDescriptor desc)