com.google.cloud.aiplatform.v1beta1

Interface ThresholdConfigOrBuilder

All Superinterfaces:

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

All Known Implementing Classes:

ThresholdConfig, ThresholdConfig.Builder

public interface ThresholdConfigOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
ThresholdConfig.ThresholdCase	getThresholdCase()
double	getValue() Specify a threshold value that can trigger the alert.
boolean	hasValue() Specify a threshold value that can trigger the alert.

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

hasValue

boolean hasValue()

 Specify a threshold value that can trigger the alert.
 If this threshold config is for feature distribution distance:
   1. For categorical feature, the distribution distance is calculated by
      L-inifinity norm.
   2. For numerical feature, the distribution distance is calculated by
      Jensen–Shannon divergence.
 Each feature must have a non-zero threshold if they need to be monitored.
 Otherwise no alert will be triggered for that feature.
 

double value = 1;

Returns:

Whether the value field is set.

getValue

double getValue()

 Specify a threshold value that can trigger the alert.
 If this threshold config is for feature distribution distance:
   1. For categorical feature, the distribution distance is calculated by
      L-inifinity norm.
   2. For numerical feature, the distribution distance is calculated by
      Jensen–Shannon divergence.
 Each feature must have a non-zero threshold if they need to be monitored.
 Otherwise no alert will be triggered for that feature.
 

double value = 1;

Returns:

The value.

getThresholdCase

ThresholdConfig.ThresholdCase getThresholdCase()