Package com.google.cloud.aiplatform.v1

Class ExplainResponse

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.ExplainResponse
All Implemented Interfaces:
ExplainResponseOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ExplainResponse extends com.google.protobuf.GeneratedMessage implements ExplainResponseOrBuilder
 Response message for
 [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain].
Protobuf type google.cloud.aiplatform.v1.ExplainResponse
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    ExplainResponse.Builder
    Response message for [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain].

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

    com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

    com.google.protobuf.AbstractMessage.BuilderParent

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    DEPLOYED_MODEL_ID_FIELD_NUMBER
     
    static final int
    EXPLANATIONS_FIELD_NUMBER
     
    static final int
    PREDICTIONS_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessage

    alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    static ExplainResponse
    getDefaultInstance()
     
    ExplainResponse
    getDefaultInstanceForType()
     
    String
    getDeployedModelId()
    ID of the Endpoint's DeployedModel that served this explanation.
    com.google.protobuf.ByteString
    getDeployedModelIdBytes()
    ID of the Endpoint's DeployedModel that served this explanation.
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    Explanation
    getExplanations(int index)
    The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
    int
    getExplanationsCount()
    The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
    List<Explanation>
    getExplanationsList()
    The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
    ExplanationOrBuilder
    getExplanationsOrBuilder(int index)
    The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
    List<? extends ExplanationOrBuilder>
    getExplanationsOrBuilderList()
    The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
    com.google.protobuf.Parser<ExplainResponse>
    getParserForType()
     
    com.google.protobuf.Value
    getPredictions(int index)
    The predictions that are the output of the predictions call.
    int
    getPredictionsCount()
    The predictions that are the output of the predictions call.
    List<com.google.protobuf.Value>
    getPredictionsList()
    The predictions that are the output of the predictions call.
    com.google.protobuf.ValueOrBuilder
    getPredictionsOrBuilder(int index)
    The predictions that are the output of the predictions call.
    List<? extends com.google.protobuf.ValueOrBuilder>
    getPredictionsOrBuilderList()
    The predictions that are the output of the predictions call.
    int
    getSerializedSize()
     
    int
    hashCode()
     
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static ExplainResponse.Builder
    newBuilder()
     
    static ExplainResponse.Builder
    newBuilder(ExplainResponse prototype)
     
    ExplainResponse.Builder
    newBuilderForType()
     
    protected ExplainResponse.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
     
    static ExplainResponse
    parseDelimitedFrom(InputStream input)
     
    static ExplainResponse
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ExplainResponse
    parseFrom(byte[] data)
     
    static ExplainResponse
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ExplainResponse
    parseFrom(com.google.protobuf.ByteString data)
     
    static ExplainResponse
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ExplainResponse
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static ExplainResponse
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ExplainResponse
    parseFrom(InputStream input)
     
    static ExplainResponse
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ExplainResponse
    parseFrom(ByteBuffer data)
     
    static ExplainResponse
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<ExplainResponse>
    parser()
     
    ExplainResponse.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessage

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashFields, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Field Details

    • EXPLANATIONS_FIELD_NUMBER

      public static final int EXPLANATIONS_FIELD_NUMBER
      See Also:

    • DEPLOYED_MODEL_ID_FIELD_NUMBER

      public static final int DEPLOYED_MODEL_ID_FIELD_NUMBER
      See Also:

    • PREDICTIONS_FIELD_NUMBER

      public static final int PREDICTIONS_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

    • getExplanationsList

      public List<Explanation> getExplanationsList()
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;
      Specified by:
      getExplanationsList in interface ExplainResponseOrBuilder

    • getExplanationsOrBuilderList

      public List<? extends ExplanationOrBuilder> getExplanationsOrBuilderList()
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;
      Specified by:
      getExplanationsOrBuilderList in interface ExplainResponseOrBuilder

    • getExplanationsCount

      public int getExplanationsCount()
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;
      Specified by:
      getExplanationsCount in interface ExplainResponseOrBuilder

    • getExplanations

      public Explanation getExplanations(int index)
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;
      Specified by:
      getExplanations in interface ExplainResponseOrBuilder

    • getExplanationsOrBuilder

      public ExplanationOrBuilder getExplanationsOrBuilder(int index)
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;
      Specified by:
      getExplanationsOrBuilder in interface ExplainResponseOrBuilder

    • getDeployedModelId

      public String getDeployedModelId()
       ID of the Endpoint's DeployedModel that served this explanation.
      string deployed_model_id = 2;
      Specified by:
      getDeployedModelId in interface ExplainResponseOrBuilder
      Returns:
      The deployedModelId.

    • getDeployedModelIdBytes

      public com.google.protobuf.ByteString getDeployedModelIdBytes()
       ID of the Endpoint's DeployedModel that served this explanation.
      string deployed_model_id = 2;
      Specified by:
      getDeployedModelIdBytes in interface ExplainResponseOrBuilder
      Returns:
      The bytes for deployedModelId.

    • getPredictionsList

      public List<com.google.protobuf.Value> getPredictionsList()
       The predictions that are the output of the predictions call.
 Same as
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
      repeated .google.protobuf.Value predictions = 3;
      Specified by:
      getPredictionsList in interface ExplainResponseOrBuilder

    • getPredictionsOrBuilderList

      public List<? extends com.google.protobuf.ValueOrBuilder> getPredictionsOrBuilderList()
       The predictions that are the output of the predictions call.
 Same as
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
      repeated .google.protobuf.Value predictions = 3;
      Specified by:
      getPredictionsOrBuilderList in interface ExplainResponseOrBuilder

    • getPredictionsCount

      public int getPredictionsCount()
       The predictions that are the output of the predictions call.
 Same as
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
      repeated .google.protobuf.Value predictions = 3;
      Specified by:
      getPredictionsCount in interface ExplainResponseOrBuilder

    • getPredictions

      public com.google.protobuf.Value getPredictions(int index)
       The predictions that are the output of the predictions call.
 Same as
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
      repeated .google.protobuf.Value predictions = 3;
      Specified by:
      getPredictions in interface ExplainResponseOrBuilder

    • getPredictionsOrBuilder

      public com.google.protobuf.ValueOrBuilder getPredictionsOrBuilder(int index)
       The predictions that are the output of the predictions call.
 Same as
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions].
      repeated .google.protobuf.Value predictions = 3;
      Specified by:
      getPredictionsOrBuilder in interface ExplainResponseOrBuilder

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static ExplainResponse.Builder newBuilder()

    • newBuilder

      public static ExplainResponse.Builder newBuilder(ExplainResponse prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static ExplainResponse getDefaultInstance()

    • parser

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

    • getParserForType

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