Package com.google.cloud.aiplatform.v1

Interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig, ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.Builder
Enclosing class:
ModelMonitoringObjectiveConfig
public static interface ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Details

    • getDriftThresholdsCount

      int getDriftThresholdsCount()
       Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

    • containsDriftThresholds

      boolean containsDriftThresholds(String key)
       Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

    • getDriftThresholds

      @Deprecated Map<String,ThresholdConfig> getDriftThresholds()
      Deprecated.
      Use getDriftThresholdsMap() instead.

    • getDriftThresholdsMap

      Map<String,ThresholdConfig> getDriftThresholdsMap()
       Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

    • getDriftThresholdsOrDefault

      ThresholdConfig getDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue)
       Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

    • getDriftThresholdsOrThrow

      ThresholdConfig getDriftThresholdsOrThrow(String key)
       Key is the feature name and value is the threshold. If a feature needs to
 be monitored for drift, a value threshold must be configured for that
 feature. The threshold here is against feature distribution distance
 between different time windws.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> drift_thresholds = 1;

    • getAttributionScoreDriftThresholdsCount

      int getAttributionScoreDriftThresholdsCount()
       Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

    • containsAttributionScoreDriftThresholds

      boolean containsAttributionScoreDriftThresholds(String key)
       Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

    • getAttributionScoreDriftThresholds

      @Deprecated Map<String,ThresholdConfig> getAttributionScoreDriftThresholds()
      Deprecated.
      Use getAttributionScoreDriftThresholdsMap() instead.

    • getAttributionScoreDriftThresholdsMap

      Map<String,ThresholdConfig> getAttributionScoreDriftThresholdsMap()
       Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

    • getAttributionScoreDriftThresholdsOrDefault

      ThresholdConfig getAttributionScoreDriftThresholdsOrDefault(String key, ThresholdConfig defaultValue)
       Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

    • getAttributionScoreDriftThresholdsOrThrow

      ThresholdConfig getAttributionScoreDriftThresholdsOrThrow(String key)
       Key is the feature name and value is the threshold. The threshold here is
 against attribution score distance between different time windows.
      map<string, .google.cloud.aiplatform.v1.ThresholdConfig> attribution_score_drift_thresholds = 2;

    • hasDefaultDriftThreshold

      boolean hasDefaultDriftThreshold()
       Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
      .google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;
      Returns:
      Whether the defaultDriftThreshold field is set.

    • getDefaultDriftThreshold

      ThresholdConfig getDefaultDriftThreshold()
       Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
      .google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;
      Returns:
      The defaultDriftThreshold.

    • getDefaultDriftThresholdOrBuilder

      ThresholdConfigOrBuilder getDefaultDriftThresholdOrBuilder()
       Drift anomaly detection threshold used by all features.
 When the per-feature thresholds are not set, this field can be used to
 specify a threshold for all features.
      .google.cloud.aiplatform.v1.ThresholdConfig default_drift_threshold = 5;