Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringTabularStats.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringTabularStats.Builder>
com.google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats.Builder
All Implemented Interfaces:
ModelMonitoringTabularStatsOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
ModelMonitoringTabularStats
public static final class ModelMonitoringTabularStats.Builder extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringTabularStats.Builder> implements ModelMonitoringTabularStatsOrBuilder
 A collection of data points that describes the time-varying values of a
 tabular metric.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats

  • 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<ModelMonitoringTabularStats.Builder>

    • clear

      public ModelMonitoringTabularStats.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<ModelMonitoringTabularStats.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<ModelMonitoringTabularStats.Builder>

    • getDefaultInstanceForType

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

    • build

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

    • buildPartial

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

    • mergeFrom

      public ModelMonitoringTabularStats.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<ModelMonitoringTabularStats.Builder>

    • mergeFrom

      public ModelMonitoringTabularStats.Builder mergeFrom(ModelMonitoringTabularStats other)

    • isInitialized

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

    • mergeFrom

      public ModelMonitoringTabularStats.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<ModelMonitoringTabularStats.Builder>
      Throws:
      IOException

    • getStatsName

      public String getStatsName()
       The stats name.
      string stats_name = 1;
      Specified by:
      getStatsName in interface ModelMonitoringTabularStatsOrBuilder
      Returns:
      The statsName.

    • getStatsNameBytes

      public com.google.protobuf.ByteString getStatsNameBytes()
       The stats name.
      string stats_name = 1;
      Specified by:
      getStatsNameBytes in interface ModelMonitoringTabularStatsOrBuilder
      Returns:
      The bytes for statsName.

    • setStatsName

      public ModelMonitoringTabularStats.Builder setStatsName(String value)
       The stats name.
      string stats_name = 1;
      Parameters:
      value - The statsName to set.
      Returns:
      This builder for chaining.

    • clearStatsName

      public ModelMonitoringTabularStats.Builder clearStatsName()
       The stats name.
      string stats_name = 1;
      Returns:
      This builder for chaining.

    • setStatsNameBytes

      public ModelMonitoringTabularStats.Builder setStatsNameBytes(com.google.protobuf.ByteString value)
       The stats name.
      string stats_name = 1;
      Parameters:
      value - The bytes for statsName to set.
      Returns:
      This builder for chaining.

    • getObjectiveType

      public String getObjectiveType()
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Specified by:
      getObjectiveType in interface ModelMonitoringTabularStatsOrBuilder
      Returns:
      The objectiveType.

    • getObjectiveTypeBytes

      public com.google.protobuf.ByteString getObjectiveTypeBytes()
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Specified by:
      getObjectiveTypeBytes in interface ModelMonitoringTabularStatsOrBuilder
      Returns:
      The bytes for objectiveType.

    • setObjectiveType

      public ModelMonitoringTabularStats.Builder setObjectiveType(String value)
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Parameters:
      value - The objectiveType to set.
      Returns:
      This builder for chaining.

    • clearObjectiveType

      public ModelMonitoringTabularStats.Builder clearObjectiveType()
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Returns:
      This builder for chaining.

    • setObjectiveTypeBytes

      public ModelMonitoringTabularStats.Builder setObjectiveTypeBytes(com.google.protobuf.ByteString value)
       One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
      string objective_type = 2;
      Parameters:
      value - The bytes for objectiveType to set.
      Returns:
      This builder for chaining.

    • getDataPointsList

      public List<ModelMonitoringStatsDataPoint> getDataPointsList()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;
      Specified by:
      getDataPointsList in interface ModelMonitoringTabularStatsOrBuilder

    • getDataPointsCount

      public int getDataPointsCount()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;
      Specified by:
      getDataPointsCount in interface ModelMonitoringTabularStatsOrBuilder

    • getDataPoints

      public ModelMonitoringStatsDataPoint getDataPoints(int index)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;
      Specified by:
      getDataPoints in interface ModelMonitoringTabularStatsOrBuilder

    • setDataPoints

      public ModelMonitoringTabularStats.Builder setDataPoints(int index, ModelMonitoringStatsDataPoint value)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • setDataPoints

      public ModelMonitoringTabularStats.Builder setDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addDataPoints

      public ModelMonitoringTabularStats.Builder addDataPoints(ModelMonitoringStatsDataPoint value)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addDataPoints

      public ModelMonitoringTabularStats.Builder addDataPoints(int index, ModelMonitoringStatsDataPoint value)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addDataPoints

      public ModelMonitoringTabularStats.Builder addDataPoints(ModelMonitoringStatsDataPoint.Builder builderForValue)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addDataPoints

      public ModelMonitoringTabularStats.Builder addDataPoints(int index, ModelMonitoringStatsDataPoint.Builder builderForValue)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addAllDataPoints

      public ModelMonitoringTabularStats.Builder addAllDataPoints(Iterable<? extends ModelMonitoringStatsDataPoint> values)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • clearDataPoints

      public ModelMonitoringTabularStats.Builder clearDataPoints()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • removeDataPoints

      public ModelMonitoringTabularStats.Builder removeDataPoints(int index)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • getDataPointsBuilder

      public ModelMonitoringStatsDataPoint.Builder getDataPointsBuilder(int index)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • getDataPointsOrBuilder

      public ModelMonitoringStatsDataPointOrBuilder getDataPointsOrBuilder(int index)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;
      Specified by:
      getDataPointsOrBuilder in interface ModelMonitoringTabularStatsOrBuilder

    • getDataPointsOrBuilderList

      public List<? extends ModelMonitoringStatsDataPointOrBuilder> getDataPointsOrBuilderList()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;
      Specified by:
      getDataPointsOrBuilderList in interface ModelMonitoringTabularStatsOrBuilder

    • addDataPointsBuilder

      public ModelMonitoringStatsDataPoint.Builder addDataPointsBuilder()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • addDataPointsBuilder

      public ModelMonitoringStatsDataPoint.Builder addDataPointsBuilder(int index)
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

    • getDataPointsBuilderList

      public List<ModelMonitoringStatsDataPoint.Builder> getDataPointsBuilderList()
       The data points of this time series. When listing time series, points are
 returned in reverse time order.
      repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;