Package com.google.cloud.aiplatform.v1

Class ErrorAnalysisAnnotation

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.ErrorAnalysisAnnotation
All Implemented Interfaces:
ErrorAnalysisAnnotationOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ErrorAnalysisAnnotation extends com.google.protobuf.GeneratedMessage implements ErrorAnalysisAnnotationOrBuilder
 Model error analysis for each annotation.
Protobuf type google.cloud.aiplatform.v1.ErrorAnalysisAnnotation
See Also:

  • Field Details

    • ATTRIBUTED_ITEMS_FIELD_NUMBER

      public static final int ATTRIBUTED_ITEMS_FIELD_NUMBER
      See Also:

    • QUERY_TYPE_FIELD_NUMBER

      public static final int QUERY_TYPE_FIELD_NUMBER
      See Also:

    • OUTLIER_SCORE_FIELD_NUMBER

      public static final int OUTLIER_SCORE_FIELD_NUMBER
      See Also:

    • OUTLIER_THRESHOLD_FIELD_NUMBER

      public static final int OUTLIER_THRESHOLD_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

    • getAttributedItemsList

      public List<ErrorAnalysisAnnotation.AttributedItem> getAttributedItemsList()
       Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
      repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;
      Specified by:
      getAttributedItemsList in interface ErrorAnalysisAnnotationOrBuilder

    • getAttributedItemsOrBuilderList

      public List<? extends ErrorAnalysisAnnotation.AttributedItemOrBuilder> getAttributedItemsOrBuilderList()
       Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
      repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;
      Specified by:
      getAttributedItemsOrBuilderList in interface ErrorAnalysisAnnotationOrBuilder

    • getAttributedItemsCount

      public int getAttributedItemsCount()
       Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
      repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;
      Specified by:
      getAttributedItemsCount in interface ErrorAnalysisAnnotationOrBuilder

    • getAttributedItems

      public ErrorAnalysisAnnotation.AttributedItem getAttributedItems(int index)
       Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
      repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;
      Specified by:
      getAttributedItems in interface ErrorAnalysisAnnotationOrBuilder

    • getAttributedItemsOrBuilder

      public ErrorAnalysisAnnotation.AttributedItemOrBuilder getAttributedItemsOrBuilder(int index)
       Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
      repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;
      Specified by:
      getAttributedItemsOrBuilder in interface ErrorAnalysisAnnotationOrBuilder

    • getQueryTypeValue

      public int getQueryTypeValue()
       The query type used for finding the attributed items.
      .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.QueryType query_type = 2;
      Specified by:
      getQueryTypeValue in interface ErrorAnalysisAnnotationOrBuilder
      Returns:
      The enum numeric value on the wire for queryType.

    • getQueryType

      public ErrorAnalysisAnnotation.QueryType getQueryType()
       The query type used for finding the attributed items.
      .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation.QueryType query_type = 2;
      Specified by:
      getQueryType in interface ErrorAnalysisAnnotationOrBuilder
      Returns:
      The queryType.

    • getOutlierScore

      public double getOutlierScore()
       The outlier score of this annotated item. Usually defined as the min of all
 distances from attributed items.
      double outlier_score = 3;
      Specified by:
      getOutlierScore in interface ErrorAnalysisAnnotationOrBuilder
      Returns:
      The outlierScore.

    • getOutlierThreshold

      public double getOutlierThreshold()
       The threshold used to determine if this annotation is an outlier or not.
      double outlier_threshold = 4;
      Specified by:
      getOutlierThreshold in interface ErrorAnalysisAnnotationOrBuilder
      Returns:
      The outlierThreshold.

    • 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 ErrorAnalysisAnnotation parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static ErrorAnalysisAnnotation.Builder newBuilder()

    • newBuilder

      public static ErrorAnalysisAnnotation.Builder newBuilder(ErrorAnalysisAnnotation prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static ErrorAnalysisAnnotation getDefaultInstance()

    • parser

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

    • getParserForType

      public com.google.protobuf.Parser<ErrorAnalysisAnnotation> 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 ErrorAnalysisAnnotation getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder