Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringTabularStats

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats
All Implemented Interfaces:
ModelMonitoringTabularStatsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ModelMonitoringTabularStats extends com.google.protobuf.GeneratedMessage implements ModelMonitoringTabularStatsOrBuilder
 A collection of data points that describes the time-varying values of a
 tabular metric.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats
See Also:

  • Field Details

    • STATS_NAME_FIELD_NUMBER

      public static final int STATS_NAME_FIELD_NUMBER
      See Also:

    • OBJECTIVE_TYPE_FIELD_NUMBER

      public static final int OBJECTIVE_TYPE_FIELD_NUMBER
      See Also:

    • DATA_POINTS_FIELD_NUMBER

      public static final int DATA_POINTS_FIELD_NUMBER
      See Also:

  • 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

    • 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.

    • 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.

    • 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

    • 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

    • 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

    • 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

    • isInitialized

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

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelMonitoringTabularStats parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelMonitoringTabularStats parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelMonitoringTabularStats parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

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

    • newBuilder

      public static ModelMonitoringTabularStats.Builder newBuilder()

    • newBuilder

      public static ModelMonitoringTabularStats.Builder newBuilder(ModelMonitoringTabularStats prototype)

    • toBuilder

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

    • newBuilderForType

      protected ModelMonitoringTabularStats.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static ModelMonitoringTabularStats getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<ModelMonitoringTabularStats> parser()

    • getParserForType

      public com.google.protobuf.Parser<ModelMonitoringTabularStats> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

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