Uses of Class
com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Packages that use ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Package	Description
com.google.cloud.aiplatform.v1beta1

Uses of ModelMonitoringObjectiveSpec.DataDriftSpec.Builder in com.google.cloud.aiplatform.v1beta1

Methods in com.google.cloud.aiplatform.v1beta1 that return ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Modifier and Type	Method and Description
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.addAllFeatures(Iterable<String> values) Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.addFeatures(String value) Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.addFeaturesBytes(com.google.protobuf.ByteString value) Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clear()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearCategoricalMetricType() Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearDefaultCategoricalAlertCondition() Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearDefaultNumericAlertCondition() Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearFeatureAlertConditions()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearFeatures() Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearNumericMetricType() Supported metrics type: * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.clone()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.TabularObjective.Builder.getFeatureDriftSpecBuilder() Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.TabularObjective.Builder.getPredictionOutputDriftSpecBuilder() Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeDefaultNumericAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeFrom(com.google.protobuf.Message other)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeFrom(ModelMonitoringObjectiveSpec.DataDriftSpec other)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.newBuilder()
static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.newBuilder(ModelMonitoringObjectiveSpec.DataDriftSpec prototype)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.newBuilderForType()
protected ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.putAllFeatureAlertConditions(Map<String,ModelMonitoringAlertCondition> values) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.putFeatureAlertConditions(String key, ModelMonitoringAlertCondition value) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.removeFeatureAlertConditions(String key) Per feature alert condition will override default alert condition.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setCategoricalMetricType(String value) Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setCategoricalMetricTypeBytes(com.google.protobuf.ByteString value) Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue) Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setDefaultCategoricalAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the categorical features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setDefaultNumericAlertCondition(ModelMonitoringAlertCondition.Builder builderForValue) Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setDefaultNumericAlertCondition(ModelMonitoringAlertCondition value) Default alert condition for all the numeric features.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setFeatures(int index, String value) Feature names / Prediction output names interested in monitoring.
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setNumericMetricType(String value) Supported metrics type: * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setNumericMetricTypeBytes(com.google.protobuf.ByteString value) Supported metrics type: * jensen_shannon_divergence
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder.setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	ModelMonitoringObjectiveSpec.DataDriftSpec.toBuilder()

Methods in com.google.cloud.aiplatform.v1beta1 with parameters of type ModelMonitoringObjectiveSpec.DataDriftSpec.Builder

Modifier and Type	Method and Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder	ModelMonitoringObjectiveSpec.TabularObjective.Builder.setFeatureDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue) Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.TabularObjective.Builder	ModelMonitoringObjectiveSpec.TabularObjective.Builder.setPredictionOutputDriftSpec(ModelMonitoringObjectiveSpec.DataDriftSpec.Builder builderForValue) Prediction output distribution drift monitoring spec.