ModelMonitoringObjectiveConfigOrBuilder (proto-google-cloud-aiplatform-v1 3.42.0 API)

All Superinterfaces:

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

All Known Implementing Classes:

ModelMonitoringObjectiveConfig, ModelMonitoringObjectiveConfig.Builder
```
public interface ModelMonitoringObjectiveConfigOrBuilder
extends com.google.protobuf.MessageOrBuilder
```

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method and Description
`ModelMonitoringObjectiveConfig.ExplanationConfig`	`getExplanationConfig()` The config for integrating with Vertex Explainable AI.
`ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder`	`getExplanationConfigOrBuilder()` The config for integrating with Vertex Explainable AI.
`ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig`	`getPredictionDriftDetectionConfig()` The config for drift of prediction data.
`ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder`	`getPredictionDriftDetectionConfigOrBuilder()` The config for drift of prediction data.
`ModelMonitoringObjectiveConfig.TrainingDataset`	`getTrainingDataset()` Training dataset for models.
`ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder`	`getTrainingDatasetOrBuilder()` Training dataset for models.
`ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig`	`getTrainingPredictionSkewDetectionConfig()` The config for skew between training data and prediction data.
`ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder`	`getTrainingPredictionSkewDetectionConfigOrBuilder()` The config for skew between training data and prediction data.
`boolean`	`hasExplanationConfig()` The config for integrating with Vertex Explainable AI.
`boolean`	`hasPredictionDriftDetectionConfig()` The config for drift of prediction data.
`boolean`	`hasTrainingDataset()` Training dataset for models.
`boolean`	`hasTrainingPredictionSkewDetectionConfig()` The config for skew between training data and prediction data.

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
  - 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;

Interface ModelMonitoringObjectiveConfigOrBuilder

Method Summary

Methods inherited from interface com.google.protobuf.MessageOrBuilder

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

Method Detail

hasTrainingDataset

getTrainingDataset

getTrainingDatasetOrBuilder

hasTrainingPredictionSkewDetectionConfig

getTrainingPredictionSkewDetectionConfig

getTrainingPredictionSkewDetectionConfigOrBuilder

hasPredictionDriftDetectionConfig

getPredictionDriftDetectionConfig

getPredictionDriftDetectionConfigOrBuilder

hasExplanationConfig

getExplanationConfig

getExplanationConfigOrBuilder