public static final class ModelMonitoringObjectiveSpec.TabularObjective.Builder extends GeneratedMessageV3.Builder<ModelMonitoringObjectiveSpec.TabularObjective.Builder> implements ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder
   
   Tabular monitoring objective.
 Protobuf type 
 google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective
    Inherited Members
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
    
    
    
    
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)
    
    
    
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
    
    
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
    
    
    
    
      com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
    
    
    
    
    
    
    
    
    
    
    
    
   
  Static Methods
  
  
  
  
    public static final Descriptors.Descriptor getDescriptor()
   
  
  Methods
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
   
  
  
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    public ModelMonitoringObjectiveSpec.TabularObjective build()
   
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective buildPartial()
   
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clear()
   
  
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    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureAttributionSpec()
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearFeatureDriftSpec()
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearField(Descriptors.FieldDescriptor field)
   
  
  
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    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearOneof(Descriptors.OneofDescriptor oneof)
   
  
  
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    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearPredictionOutputDriftSpec()
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder clone()
   
  
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    public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()
   
  
  
  
  
    public Descriptors.Descriptor getDescriptorForType()
   
  
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    public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder getFeatureAttributionSpecBuilder()
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getFeatureDriftSpecBuilder()
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder getPredictionOutputDriftSpecBuilder()
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public boolean hasFeatureAttributionSpec()
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    
      
        | Returns | 
      
        | Type | Description | 
      
        | boolean | Whether the featureAttributionSpec field is set. | 
    
  
  
  
  
    public boolean hasFeatureDriftSpec()
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    
      
        | Returns | 
      
        | Type | Description | 
      
        | boolean | Whether the featureDriftSpec field is set. | 
    
  
  
  
  
    public boolean hasPredictionOutputDriftSpec()
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    
      
        | Returns | 
      
        | Type | Description | 
      
        | boolean | Whether the predictionOutputDriftSpec field is set. | 
    
  
  
  
  
    protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
   
  
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    public final boolean isInitialized()
   
  
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    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(ModelMonitoringObjectiveSpec.TabularObjective other)
   
  
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
   
  
  
  Overrides
  
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeFrom(Message other)
   
  
    
      
        | Parameter | 
      
        | Name | Description | 
      
        | other | Message
 | 
    
  
  
  Overrides
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder mergePredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public final ModelMonitoringObjectiveSpec.TabularObjective.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
   
  
  
  Overrides
  
  
  
  
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec value)
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureAttributionSpec(ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder builderForValue)
   
   Feature attribution monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)
   
   Input feature distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setField(Descriptors.FieldDescriptor field, Object value)
   
  
  
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    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec value)
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue)
   
   Prediction output distribution drift monitoring spec.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;
 
    public ModelMonitoringObjectiveSpec.TabularObjective.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
   
  
  
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    public final ModelMonitoringObjectiveSpec.TabularObjective.Builder setUnknownFields(UnknownFieldSet unknownFields)
   
  
  
  Overrides