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Class ModelMonitoringObjectiveConfig (3.52.0)
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Version 3.52.0 keyboard_arrow_down
public final class ModelMonitoringObjectiveConfig extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfigOrBuilder
The objective configuration for model monitoring, including the information
needed to detect anomalies for one particular model.
Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int EXPLANATION_CONFIG_FIELD_NUMBER
Field Value
Type Description
int
public static final int PREDICTION_DRIFT_DETECTION_CONFIG_FIELD_NUMBER
Field Value
Type Description
int
public static final int TRAINING_DATASET_FIELD_NUMBER
Field Value
Type Description
int
public static final int TRAINING_PREDICTION_SKEW_DETECTION_CONFIG_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static ModelMonitoringObjectiveConfig getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static ModelMonitoringObjectiveConfig . Builder newBuilder ()
public static ModelMonitoringObjectiveConfig . Builder newBuilder ( ModelMonitoringObjectiveConfig prototype )
public static ModelMonitoringObjectiveConfig parseDelimitedFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static ModelMonitoringObjectiveConfig parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig parseFrom ( ByteString data )
public static ModelMonitoringObjectiveConfig parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig parseFrom ( CodedInputStream input )
public static ModelMonitoringObjectiveConfig parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig parseFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig parseFrom ( ByteBuffer data )
public static ModelMonitoringObjectiveConfig parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<ModelMonitoringObjectiveConfig> parser ()
Methods
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
public ModelMonitoringObjectiveConfig getDefaultInstanceForType ()
public ModelMonitoringObjectiveConfig . ExplanationConfig getExplanationConfig ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
public ModelMonitoringObjectiveConfig . ExplanationConfigOrBuilder getExplanationConfigOrBuilder ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
public Parser<ModelMonitoringObjectiveConfig> getParserForType ()
Overrides
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig getPredictionDriftDetectionConfig ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
public int getSerializedSize ()
Returns
Type Description
int
Overrides
public 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;
public 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;
public 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;
public 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;
public boolean hasExplanationConfig ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
Returns
Type Description
boolean Whether the explanationConfig field is set.
public boolean hasPredictionDriftDetectionConfig ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
Returns
Type Description
boolean Whether the predictionDriftDetectionConfig field is set.
public 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
Type Description
boolean Whether the trainingDataset field is set.
public 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
Type Description
boolean Whether the trainingPredictionSkewDetectionConfig field is set.
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public ModelMonitoringObjectiveConfig . Builder newBuilderForType ()
protected ModelMonitoringObjectiveConfig . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public ModelMonitoringObjectiveConfig . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-01-27 UTC.
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