Package com.google.cloud.aiplatform.v1

Interface FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
FeaturestoreMonitoringConfig.ThresholdConfig, FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Enclosing class:
FeaturestoreMonitoringConfig
public static interface FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    Description
    FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase
    getThresholdCase()
     
    double
    getValue()
    Specify a threshold value that can trigger the alert. 1.
    boolean
    hasValue()
    Specify a threshold value that can trigger the alert. 1.

    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.
 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.
 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

      FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()