Package 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>
@Generated 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 Details

    • 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 Details

    • 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:

    • 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:

    • 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:

    • 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:

    • 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:

  • Method Details

    • values

      public static ModelDeploymentMonitoringObjectiveType[] values()
      Returns an array containing the constants of this enum type, in the order they are declared.
      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.
      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:
      value - 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

    • 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 com.google.protobuf.Descriptors.EnumDescriptor getDescriptor()

    • valueOf

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