Package com.google.cloud.aiplatform.v1

Class StudySpec.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<StudySpec.Builder>
com.google.cloud.aiplatform.v1.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.GeneratedMessage.Builder<StudySpec.Builder> implements StudySpecOrBuilder
 Represents specification of a Study.
Protobuf type google.cloud.aiplatform.v1.StudySpec

  • Method Details

    • getDescriptor

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

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.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.GeneratedMessage.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.GeneratedMessage.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

    • 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>

    • mergeFrom

      public StudySpec.Builder mergeFrom(StudySpec other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.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

    • getAutomatedStoppingSpecCase

      public StudySpec.AutomatedStoppingSpecCase getAutomatedStoppingSpecCase()
      Specified by:
      getAutomatedStoppingSpecCase in interface StudySpecOrBuilder

    • clearAutomatedStoppingSpec

      public StudySpec.Builder clearAutomatedStoppingSpec()

    • hasDecayCurveStoppingSpec

      public boolean hasDecayCurveStoppingSpec()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
      Specified by:
      hasDecayCurveStoppingSpec in interface StudySpecOrBuilder
      Returns:
      Whether the decayCurveStoppingSpec field is set.

    • getDecayCurveStoppingSpec

      public StudySpec.DecayCurveAutomatedStoppingSpec getDecayCurveStoppingSpec()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
      Specified by:
      getDecayCurveStoppingSpec in interface StudySpecOrBuilder
      Returns:
      The decayCurveStoppingSpec.

    • setDecayCurveStoppingSpec

      public StudySpec.Builder setDecayCurveStoppingSpec(StudySpec.DecayCurveAutomatedStoppingSpec value)
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

    • setDecayCurveStoppingSpec

      public StudySpec.Builder setDecayCurveStoppingSpec(StudySpec.DecayCurveAutomatedStoppingSpec.Builder builderForValue)
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.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.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

    • clearDecayCurveStoppingSpec

      public StudySpec.Builder clearDecayCurveStoppingSpec()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.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.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;

    • getDecayCurveStoppingSpecOrBuilder

      public StudySpec.DecayCurveAutomatedStoppingSpecOrBuilder getDecayCurveStoppingSpecOrBuilder()
       The automated early stopping spec using decay curve rule.
      .google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec decay_curve_stopping_spec = 4;
      Specified by:
      getDecayCurveStoppingSpecOrBuilder in interface StudySpecOrBuilder

    • hasMedianAutomatedStoppingSpec

      public boolean hasMedianAutomatedStoppingSpec()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
      Specified by:
      hasMedianAutomatedStoppingSpec in interface StudySpecOrBuilder
      Returns:
      Whether the medianAutomatedStoppingSpec field is set.

    • getMedianAutomatedStoppingSpec

      public StudySpec.MedianAutomatedStoppingSpec getMedianAutomatedStoppingSpec()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
      Specified by:
      getMedianAutomatedStoppingSpec in interface StudySpecOrBuilder
      Returns:
      The medianAutomatedStoppingSpec.

    • setMedianAutomatedStoppingSpec

      public StudySpec.Builder setMedianAutomatedStoppingSpec(StudySpec.MedianAutomatedStoppingSpec value)
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.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.v1.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.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

    • clearMedianAutomatedStoppingSpec

      public StudySpec.Builder clearMedianAutomatedStoppingSpec()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

    • getMedianAutomatedStoppingSpecBuilder

      public StudySpec.MedianAutomatedStoppingSpec.Builder getMedianAutomatedStoppingSpecBuilder()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;

    • getMedianAutomatedStoppingSpecOrBuilder

      public StudySpec.MedianAutomatedStoppingSpecOrBuilder getMedianAutomatedStoppingSpecOrBuilder()
       The automated early stopping spec using median rule.
      .google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec median_automated_stopping_spec = 5;
      Specified by:
      getMedianAutomatedStoppingSpecOrBuilder in interface StudySpecOrBuilder

    • hasConvexAutomatedStoppingSpec

      public boolean hasConvexAutomatedStoppingSpec()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
      Specified by:
      hasConvexAutomatedStoppingSpec in interface StudySpecOrBuilder
      Returns:
      Whether the convexAutomatedStoppingSpec field is set.

    • getConvexAutomatedStoppingSpec

      public StudySpec.ConvexAutomatedStoppingSpec getConvexAutomatedStoppingSpec()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
      Specified by:
      getConvexAutomatedStoppingSpec in interface StudySpecOrBuilder
      Returns:
      The convexAutomatedStoppingSpec.

    • setConvexAutomatedStoppingSpec

      public StudySpec.Builder setConvexAutomatedStoppingSpec(StudySpec.ConvexAutomatedStoppingSpec value)
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1.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.v1.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.v1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

    • clearConvexAutomatedStoppingSpec

      public StudySpec.Builder clearConvexAutomatedStoppingSpec()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1.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.v1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;

    • getConvexAutomatedStoppingSpecOrBuilder

      public StudySpec.ConvexAutomatedStoppingSpecOrBuilder getConvexAutomatedStoppingSpecOrBuilder()
       The automated early stopping spec using convex stopping rule.
      .google.cloud.aiplatform.v1.StudySpec.ConvexAutomatedStoppingSpec convex_automated_stopping_spec = 9;
      Specified by:
      getConvexAutomatedStoppingSpecOrBuilder in interface StudySpecOrBuilder

    • getMetricsList

      public List<StudySpec.MetricSpec> getMetricsList()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • clearMetrics

      public StudySpec.Builder clearMetrics()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1.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.v1.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.v1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getMetricsOrBuilder

      public StudySpec.MetricSpecOrBuilder getMetricsOrBuilder(int index)
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getMetricsOrBuilder in interface StudySpecOrBuilder

    • getMetricsOrBuilderList

      public List<? extends StudySpec.MetricSpecOrBuilder> getMetricsOrBuilderList()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getMetricsOrBuilderList in interface StudySpecOrBuilder

    • addMetricsBuilder

      public StudySpec.MetricSpec.Builder addMetricsBuilder()
       Required. Metric specs for the Study.
      repeated .google.cloud.aiplatform.v1.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.v1.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.v1.StudySpec.MetricSpec metrics = 1 [(.google.api.field_behavior) = REQUIRED];

    • getParametersList

      public List<StudySpec.ParameterSpec> getParametersList()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getParametersList in interface StudySpecOrBuilder

    • getParametersCount

      public int getParametersCount()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getParametersOrBuilder

      public StudySpec.ParameterSpecOrBuilder getParametersOrBuilder(int index)
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getParametersOrBuilder in interface StudySpecOrBuilder

    • getParametersOrBuilderList

      public List<? extends StudySpec.ParameterSpecOrBuilder> getParametersOrBuilderList()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getParametersOrBuilderList in interface StudySpecOrBuilder

    • addParametersBuilder

      public StudySpec.ParameterSpec.Builder addParametersBuilder()
       Required. The set of parameters to tune.
      repeated .google.cloud.aiplatform.v1.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.v1.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.v1.StudySpec.ParameterSpec parameters = 2 [(.google.api.field_behavior) = REQUIRED];

    • getAlgorithmValue

      public int getAlgorithmValue()
       The search algorithm specified for the Study.
      .google.cloud.aiplatform.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.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.v1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
      Parameters:
      value - The enum numeric value on the wire for measurementSelectionType to set.
      Returns:
      This builder for chaining.

    • getMeasurementSelectionType

      public StudySpec.MeasurementSelectionType getMeasurementSelectionType()
       Describe which measurement selection type will be used
      .google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
      Specified by:
      getMeasurementSelectionType in interface StudySpecOrBuilder
      Returns:
      The measurementSelectionType.

    • setMeasurementSelectionType

      public StudySpec.Builder setMeasurementSelectionType(StudySpec.MeasurementSelectionType value)
       Describe which measurement selection type will be used
      .google.cloud.aiplatform.v1.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.v1.StudySpec.MeasurementSelectionType measurement_selection_type = 7;
      Returns:
      This builder for chaining.

    • hasStudyStoppingConfig

      public boolean hasStudyStoppingConfig()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;
      Specified by:
      hasStudyStoppingConfig in interface StudySpecOrBuilder
      Returns:
      Whether the studyStoppingConfig field is set.

    • getStudyStoppingConfig

      public StudySpec.StudyStoppingConfig getStudyStoppingConfig()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;
      Specified by:
      getStudyStoppingConfig in interface StudySpecOrBuilder
      Returns:
      The studyStoppingConfig.

    • setStudyStoppingConfig

      public StudySpec.Builder setStudyStoppingConfig(StudySpec.StudyStoppingConfig value)
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • setStudyStoppingConfig

      public StudySpec.Builder setStudyStoppingConfig(StudySpec.StudyStoppingConfig.Builder builderForValue)
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • mergeStudyStoppingConfig

      public StudySpec.Builder mergeStudyStoppingConfig(StudySpec.StudyStoppingConfig value)
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • clearStudyStoppingConfig

      public StudySpec.Builder clearStudyStoppingConfig()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • getStudyStoppingConfigBuilder

      public StudySpec.StudyStoppingConfig.Builder getStudyStoppingConfigBuilder()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;

    • getStudyStoppingConfigOrBuilder

      public StudySpec.StudyStoppingConfigOrBuilder getStudyStoppingConfigOrBuilder()
       Conditions for automated stopping of a Study. Enable automated stopping by
 configuring at least one condition.
      optional .google.cloud.aiplatform.v1.StudySpec.StudyStoppingConfig study_stopping_config = 11;
      Specified by:
      getStudyStoppingConfigOrBuilder in interface StudySpecOrBuilder