Package com.google.cloud.aiplatform.v1beta1

Class StudySpec.Builder

  • All Implemented Interfaces:
    StudySpecOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
    Enclosing class:
    StudySpec
    public static final class StudySpec.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>
implements StudySpecOrBuilder
     Represents specification of a Study.
    Protobuf type google.cloud.aiplatform.v1beta1.StudySpec

    • Method Detail

      • getDescriptor

        public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • clear

        public StudySpec.Builder clear()
        Specified by:
        clear in interface com.google.protobuf.Message.Builder
        Specified by:
        clear in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        clear in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • getDescriptorForType

        public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
        Specified by:
        getDescriptorForType in interface com.google.protobuf.Message.Builder
        Specified by:
        getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
        Overrides:
        getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • getDefaultInstanceForType

        public StudySpec getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

      • build

        public StudySpec build()
        Specified by:
        build in interface com.google.protobuf.Message.Builder
        Specified by:
        build in interface com.google.protobuf.MessageLite.Builder

      • buildPartial

        public StudySpec buildPartial()
        Specified by:
        buildPartial in interface com.google.protobuf.Message.Builder
        Specified by:
        buildPartial in interface com.google.protobuf.MessageLite.Builder

      • clone

        public StudySpec.Builder clone()
        Specified by:
        clone in interface com.google.protobuf.Message.Builder
        Specified by:
        clone in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        clone in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • setField

        public StudySpec.Builder setField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                  Object value)
        Specified by:
        setField in interface com.google.protobuf.Message.Builder
        Overrides:
        setField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • clearField

        public StudySpec.Builder clearField​(com.google.protobuf.Descriptors.FieldDescriptor field)
        Specified by:
        clearField in interface com.google.protobuf.Message.Builder
        Overrides:
        clearField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • clearOneof

        public StudySpec.Builder clearOneof​(com.google.protobuf.Descriptors.OneofDescriptor oneof)
        Specified by:
        clearOneof in interface com.google.protobuf.Message.Builder
        Overrides:
        clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • setRepeatedField

        public StudySpec.Builder setRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                          int index,
                                          Object value)
        Specified by:
        setRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • addRepeatedField

        public StudySpec.Builder addRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                          Object value)
        Specified by:
        addRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • mergeFrom

        public StudySpec.Builder mergeFrom​(com.google.protobuf.Message other)
        Specified by:
        mergeFrom in interface com.google.protobuf.Message.Builder
        Overrides:
        mergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.Builder>

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • mergeFrom

        public StudySpec.Builder mergeFrom​(com.google.protobuf.CodedInputStream input,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws IOException
        Specified by:
        mergeFrom in interface com.google.protobuf.Message.Builder
        Specified by:
        mergeFrom in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        mergeFrom in class com.google.protobuf.AbstractMessage.Builder<StudySpec.Builder>
        Throws:
        IOException

      • hasDecayCurveStoppingSpec

        public boolean hasDecayCurveStoppingSpec()
         The automated early stopping spec using decay curve rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
        Specified by:
        hasDecayCurveStoppingSpec in interface StudySpecOrBuilder
        Returns:
        Whether the decayCurveStoppingSpec field is set.

      • setDecayCurveStoppingSpec

        public StudySpec.Builder setDecayCurveStoppingSpec​(StudySpec.DecayCurveAutomatedStoppingSpec value)
         The automated early stopping spec using decay curve rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

      • mergeDecayCurveStoppingSpec

        public StudySpec.Builder mergeDecayCurveStoppingSpec​(StudySpec.DecayCurveAutomatedStoppingSpec value)
         The automated early stopping spec using decay curve rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

      • clearDecayCurveStoppingSpec

        public StudySpec.Builder clearDecayCurveStoppingSpec()
         The automated early stopping spec using decay curve rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

      • getDecayCurveStoppingSpecBuilder

        public StudySpec.DecayCurveAutomatedStoppingSpec.Builder getDecayCurveStoppingSpecBuilder()
         The automated early stopping spec using decay curve rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

      • hasMedianAutomatedStoppingSpec

        public boolean hasMedianAutomatedStoppingSpec()
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
        Specified by:
        hasMedianAutomatedStoppingSpec in interface StudySpecOrBuilder
        Returns:
        Whether the medianAutomatedStoppingSpec field is set.

      • setMedianAutomatedStoppingSpec

        public StudySpec.Builder setMedianAutomatedStoppingSpec​(StudySpec.MedianAutomatedStoppingSpec value)
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

      • setMedianAutomatedStoppingSpec

        public StudySpec.Builder setMedianAutomatedStoppingSpec​(StudySpec.MedianAutomatedStoppingSpec.Builder builderForValue)
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

      • mergeMedianAutomatedStoppingSpec

        public StudySpec.Builder mergeMedianAutomatedStoppingSpec​(StudySpec.MedianAutomatedStoppingSpec value)
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

      • clearMedianAutomatedStoppingSpec

        public StudySpec.Builder clearMedianAutomatedStoppingSpec()
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

      • getMedianAutomatedStoppingSpecBuilder

        public StudySpec.MedianAutomatedStoppingSpec.Builder getMedianAutomatedStoppingSpecBuilder()
         The automated early stopping spec using median rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

      • hasConvexStopConfig

        @Deprecated
public boolean hasConvexStopConfig()
        Deprecated.
        google.cloud.aiplatform.v1beta1.StudySpec.convex_stop_config is deprecated. See google/cloud/aiplatform/v1beta1/study.proto;l=625
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];
        Specified by:
        hasConvexStopConfig in interface StudySpecOrBuilder
        Returns:
        Whether the convexStopConfig field is set.

      • getConvexStopConfig

        @Deprecated
public StudySpec.ConvexStopConfig getConvexStopConfig()
        Deprecated.
        google.cloud.aiplatform.v1beta1.StudySpec.convex_stop_config is deprecated. See google/cloud/aiplatform/v1beta1/study.proto;l=625
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];
        Specified by:
        getConvexStopConfig in interface StudySpecOrBuilder
        Returns:
        The convexStopConfig.

      • setConvexStopConfig

        @Deprecated
public StudySpec.Builder setConvexStopConfig​(StudySpec.ConvexStopConfig value)
        Deprecated.
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

      • setConvexStopConfig

        @Deprecated
public StudySpec.Builder setConvexStopConfig​(StudySpec.ConvexStopConfig.Builder builderForValue)
        Deprecated.
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

      • mergeConvexStopConfig

        @Deprecated
public StudySpec.Builder mergeConvexStopConfig​(StudySpec.ConvexStopConfig value)
        Deprecated.
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

      • clearConvexStopConfig

        @Deprecated
public StudySpec.Builder clearConvexStopConfig()
        Deprecated.
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

      • getConvexStopConfigBuilder

        @Deprecated
public StudySpec.ConvexStopConfig.Builder getConvexStopConfigBuilder()
        Deprecated.
         Deprecated.
 The automated early stopping using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexStopConfig convex_stop_config = 8 [deprecated = true];

      • hasConvexAutomatedStoppingSpec

        public boolean hasConvexAutomatedStoppingSpec()
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
        Specified by:
        hasConvexAutomatedStoppingSpec in interface StudySpecOrBuilder
        Returns:
        Whether the convexAutomatedStoppingSpec field is set.

      • setConvexAutomatedStoppingSpec

        public StudySpec.Builder setConvexAutomatedStoppingSpec​(StudySpec.ConvexAutomatedStoppingSpec value)
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

      • setConvexAutomatedStoppingSpec

        public StudySpec.Builder setConvexAutomatedStoppingSpec​(StudySpec.ConvexAutomatedStoppingSpec.Builder builderForValue)
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

      • mergeConvexAutomatedStoppingSpec

        public StudySpec.Builder mergeConvexAutomatedStoppingSpec​(StudySpec.ConvexAutomatedStoppingSpec value)
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

      • clearConvexAutomatedStoppingSpec

        public StudySpec.Builder clearConvexAutomatedStoppingSpec()
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

      • getConvexAutomatedStoppingSpecBuilder

        public StudySpec.ConvexAutomatedStoppingSpec.Builder getConvexAutomatedStoppingSpecBuilder()
         The automated early stopping spec using convex stopping rule.
        .google.cloud.aiplatform.v1beta1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

      • getMetricsList

        public List<StudySpec.MetricSpec> getMetricsList()
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getMetricsList in interface StudySpecOrBuilder

      • getMetricsCount

        public int getMetricsCount()
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getMetricsCount in interface StudySpecOrBuilder

      • getMetrics

        public StudySpec.MetricSpec getMetrics​(int index)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getMetrics in interface StudySpecOrBuilder

      • setMetrics

        public StudySpec.Builder setMetrics​(int index,
                                    StudySpec.MetricSpec value)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • setMetrics

        public StudySpec.Builder setMetrics​(int index,
                                    StudySpec.MetricSpec.Builder builderForValue)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetrics

        public StudySpec.Builder addMetrics​(StudySpec.MetricSpec value)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetrics

        public StudySpec.Builder addMetrics​(int index,
                                    StudySpec.MetricSpec value)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetrics

        public StudySpec.Builder addMetrics​(StudySpec.MetricSpec.Builder builderForValue)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetrics

        public StudySpec.Builder addMetrics​(int index,
                                    StudySpec.MetricSpec.Builder builderForValue)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addAllMetrics

        public StudySpec.Builder addAllMetrics​(Iterable<? extends StudySpec.MetricSpec> values)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • clearMetrics

        public StudySpec.Builder clearMetrics()
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • removeMetrics

        public StudySpec.Builder removeMetrics​(int index)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • getMetricsBuilder

        public StudySpec.MetricSpec.Builder getMetricsBuilder​(int index)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetricsBuilder

        public StudySpec.MetricSpec.Builder addMetricsBuilder()
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • addMetricsBuilder

        public StudySpec.MetricSpec.Builder addMetricsBuilder​(int index)
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • getMetricsBuilderList

        public List<StudySpec.MetricSpec.Builder> getMetricsBuilderList()
         Required. Metric specs for the Study.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

      • getParametersCount

        public int getParametersCount()
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getParametersCount in interface StudySpecOrBuilder

      • getParameters

        public StudySpec.ParameterSpec getParameters​(int index)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getParameters in interface StudySpecOrBuilder

      • setParameters

        public StudySpec.Builder setParameters​(int index,
                                       StudySpec.ParameterSpec value)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • setParameters

        public StudySpec.Builder setParameters​(int index,
                                       StudySpec.ParameterSpec.Builder builderForValue)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParameters

        public StudySpec.Builder addParameters​(StudySpec.ParameterSpec value)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParameters

        public StudySpec.Builder addParameters​(int index,
                                       StudySpec.ParameterSpec value)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParameters

        public StudySpec.Builder addParameters​(StudySpec.ParameterSpec.Builder builderForValue)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParameters

        public StudySpec.Builder addParameters​(int index,
                                       StudySpec.ParameterSpec.Builder builderForValue)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addAllParameters

        public StudySpec.Builder addAllParameters​(Iterable<? extends StudySpec.ParameterSpec> values)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • clearParameters

        public StudySpec.Builder clearParameters()
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • removeParameters

        public StudySpec.Builder removeParameters​(int index)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • getParametersBuilder

        public StudySpec.ParameterSpec.Builder getParametersBuilder​(int index)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParametersBuilder

        public StudySpec.ParameterSpec.Builder addParametersBuilder()
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • addParametersBuilder

        public StudySpec.ParameterSpec.Builder addParametersBuilder​(int index)
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • getParametersBuilderList

        public List<StudySpec.ParameterSpec.Builder> getParametersBuilderList()
         Required. The set of parameters to tune.
        repeated .google.cloud.aiplatform.v1beta1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

      • getAlgorithmValue

        public int getAlgorithmValue()
         The search algorithm specified for the Study.
        .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
        Specified by:
        getAlgorithmValue in interface StudySpecOrBuilder
        Returns:
        The enum numeric value on the wire for algorithm.

      • setAlgorithmValue

        public StudySpec.Builder setAlgorithmValue​(int value)
         The search algorithm specified for the Study.
        .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
        Parameters:
        value - The enum numeric value on the wire for algorithm to set.
        Returns:
        This builder for chaining.

      • getAlgorithm

        public StudySpec.Algorithm getAlgorithm()
         The search algorithm specified for the Study.
        .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
        Specified by:
        getAlgorithm in interface StudySpecOrBuilder
        Returns:
        The algorithm.

      • setAlgorithm

        public StudySpec.Builder setAlgorithm​(StudySpec.Algorithm value)
         The search algorithm specified for the Study.
        .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
        Parameters:
        value - The algorithm to set.
        Returns:
        This builder for chaining.

      • clearAlgorithm

        public StudySpec.Builder clearAlgorithm()
         The search algorithm specified for the Study.
        .google.cloud.aiplatform.v1beta1.StudySpec.Algorithm algorithm = 3;
        Returns:
        This builder for chaining.

      • getObservationNoiseValue

        public int getObservationNoiseValue()
         The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
        .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
        Specified by:
        getObservationNoiseValue in interface StudySpecOrBuilder
        Returns:
        The enum numeric value on the wire for observationNoise.

      • setObservationNoiseValue

        public StudySpec.Builder setObservationNoiseValue​(int value)
         The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
        .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
        Parameters:
        value - The enum numeric value on the wire for observationNoise to set.
        Returns:
        This builder for chaining.

      • getObservationNoise

        public StudySpec.ObservationNoise getObservationNoise()
         The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
        .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
        Specified by:
        getObservationNoise in interface StudySpecOrBuilder
        Returns:
        The observationNoise.

      • setObservationNoise

        public StudySpec.Builder setObservationNoise​(StudySpec.ObservationNoise value)
         The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
        .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
        Parameters:
        value - The observationNoise to set.
        Returns:
        This builder for chaining.

      • clearObservationNoise

        public StudySpec.Builder clearObservationNoise()
         The observation noise level of the study.
 Currently only supported by the Vertex AI Vizier service. Not supported by
 HyperparameterTuningJob or TrainingPipeline.
        .google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise observation_noise = 6;
        Returns:
        This builder for chaining.

      • getMeasurementSelectionTypeValue

        public int getMeasurementSelectionTypeValue()
         Describe which measurement selection type will be used
        .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
        Specified by:
        getMeasurementSelectionTypeValue in interface StudySpecOrBuilder
        Returns:
        The enum numeric value on the wire for measurementSelectionType.

      • setMeasurementSelectionTypeValue

        public StudySpec.Builder setMeasurementSelectionTypeValue​(int value)
         Describe which measurement selection type will be used
        .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
        Parameters:
        value - The enum numeric value on the wire for measurementSelectionType to set.
        Returns:
        This builder for chaining.

      • setMeasurementSelectionType

        public StudySpec.Builder setMeasurementSelectionType​(StudySpec.MeasurementSelectionType value)
         Describe which measurement selection type will be used
        .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
        Parameters:
        value - The measurementSelectionType to set.
        Returns:
        This builder for chaining.

      • clearMeasurementSelectionType

        public StudySpec.Builder clearMeasurementSelectionType()
         Describe which measurement selection type will be used
        .google.cloud.aiplatform.v1beta1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
        Returns:
        This builder for chaining.

      • hasTransferLearningConfig

        public boolean hasTransferLearningConfig()
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;
        Specified by:
        hasTransferLearningConfig in interface StudySpecOrBuilder
        Returns:
        Whether the transferLearningConfig field is set.

      • getTransferLearningConfig

        public StudySpec.TransferLearningConfig getTransferLearningConfig()
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;
        Specified by:
        getTransferLearningConfig in interface StudySpecOrBuilder
        Returns:
        The transferLearningConfig.

      • setTransferLearningConfig

        public StudySpec.Builder setTransferLearningConfig​(StudySpec.TransferLearningConfig value)
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

      • setTransferLearningConfig

        public StudySpec.Builder setTransferLearningConfig​(StudySpec.TransferLearningConfig.Builder builderForValue)
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

      • mergeTransferLearningConfig

        public StudySpec.Builder mergeTransferLearningConfig​(StudySpec.TransferLearningConfig value)
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

      • clearTransferLearningConfig

        public StudySpec.Builder clearTransferLearningConfig()
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

      • getTransferLearningConfigBuilder

        public StudySpec.TransferLearningConfig.Builder getTransferLearningConfigBuilder()
         The configuration info/options for transfer learning. Currently supported
 for Vertex AI Vizier service, not HyperParameterTuningJob
        .google.cloud.aiplatform.v1beta1.StudySpec.TransferLearningConfig transfer_learning_config = 10;

      • setUnknownFields

        public final StudySpec.Builder setUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        setUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>

      • mergeUnknownFields

        public final StudySpec.Builder mergeUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        mergeUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<StudySpec.Builder>