Package com.google.cloud.aiplatform.v1

Interface ModelMonitoringObjectiveConfigOrBuilder

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

  • Method Details

    • hasTrainingDataset

      boolean hasTrainingDataset()
       Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;
      Returns:
      Whether the trainingDataset field is set.

    • getTrainingDataset

      ModelMonitoringObjectiveConfig.TrainingDataset getTrainingDataset()
       Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;
      Returns:
      The trainingDataset.

    • getTrainingDatasetOrBuilder

      ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder getTrainingDatasetOrBuilder()
       Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

    • hasTrainingPredictionSkewDetectionConfig

      boolean hasTrainingPredictionSkewDetectionConfig()
       The config for skew between training data and prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
      Returns:
      Whether the trainingPredictionSkewDetectionConfig field is set.

    • getTrainingPredictionSkewDetectionConfig

      ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig getTrainingPredictionSkewDetectionConfig()
       The config for skew between training data and prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
      Returns:
      The trainingPredictionSkewDetectionConfig.

    • getTrainingPredictionSkewDetectionConfigOrBuilder

      ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder getTrainingPredictionSkewDetectionConfigOrBuilder()
       The config for skew between training data and prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

    • hasPredictionDriftDetectionConfig

      boolean hasPredictionDriftDetectionConfig()
       The config for drift of prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
      Returns:
      Whether the predictionDriftDetectionConfig field is set.

    • getPredictionDriftDetectionConfig

      ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getPredictionDriftDetectionConfig()
       The config for drift of prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
      Returns:
      The predictionDriftDetectionConfig.

    • getPredictionDriftDetectionConfigOrBuilder

      ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder()
       The config for drift of prediction data.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

    • hasExplanationConfig

      boolean hasExplanationConfig()
       The config for integrating with Vertex Explainable AI.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
      Returns:
      Whether the explanationConfig field is set.

    • getExplanationConfig

      ModelMonitoringObjectiveConfig.ExplanationConfig getExplanationConfig()
       The config for integrating with Vertex Explainable AI.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
      Returns:
      The explanationConfig.

    • getExplanationConfigOrBuilder

      ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder getExplanationConfigOrBuilder()
       The config for integrating with Vertex Explainable AI.
      .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;