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)
Overrides
public ModelMonitoringObjectiveSpec.TabularObjective build()
public ModelMonitoringObjectiveSpec.TabularObjective buildPartial()
public ModelMonitoringObjectiveSpec.TabularObjective.Builder clear()
Overrides
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)
Overrides
public ModelMonitoringObjectiveSpec.TabularObjective.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
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()
Overrides
public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
Overrides
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()
Overrides
public final boolean isInitialized()
Overrides
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)
Overrides
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)
Overrides
public final ModelMonitoringObjectiveSpec.TabularObjective.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides