Package com.google.cloud.aiplatform.v1

Interface ThresholdConfigOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
ThresholdConfig, ThresholdConfig.Builder
@Generated public interface ThresholdConfigOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    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.MessageLiteOrBuilder

    isInitialized

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Method Details

    • 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()