Package com.google.cloud.aiplatform.v1beta1

Class ExplainResponse

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1beta1.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.v1beta1.PredictionService.Explain].
Protobuf type google.cloud.aiplatform.v1beta1.ExplainResponse
See Also:

  • Field Details

    • EXPLANATIONS_FIELD_NUMBER

      public static final int EXPLANATIONS_FIELD_NUMBER
      See Also:

    • CONCURRENT_EXPLANATIONS_FIELD_NUMBER

      public static final int CONCURRENT_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()

    • internalGetMapFieldReflection

      protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
      Overrides:
      internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

    • 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.v1beta1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1beta1.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.v1beta1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1beta1.Explanation explanations = 1;
      Specified by:
      getExplanationsOrBuilderList in interface ExplainResponseOrBuilder

    • getExplanationsCount

      public int getExplanationsCount()
       The explanations of the Model's
 [PredictResponse.predictions][google.cloud.aiplatform.v1beta1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1beta1.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.v1beta1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1beta1.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.v1beta1.PredictResponse.predictions].

 It has the same number of elements as
 [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to be
 explained.
      repeated .google.cloud.aiplatform.v1beta1.Explanation explanations = 1;
      Specified by:
      getExplanationsOrBuilder in interface ExplainResponseOrBuilder

    • getConcurrentExplanationsCount

      public int getConcurrentExplanationsCount()
      Description copied from interface: ExplainResponseOrBuilder
       This field stores the results of the explanations run in parallel with
 The default explanation strategy/method.
      map<string, .google.cloud.aiplatform.v1beta1.ExplainResponse.ConcurrentExplanation> concurrent_explanations = 4;
      Specified by:
      getConcurrentExplanationsCount in interface ExplainResponseOrBuilder

    • containsConcurrentExplanations

      public boolean containsConcurrentExplanations(String key)
       This field stores the results of the explanations run in parallel with
 The default explanation strategy/method.
      map<string, .google.cloud.aiplatform.v1beta1.ExplainResponse.ConcurrentExplanation> concurrent_explanations = 4;
      Specified by:
      containsConcurrentExplanations in interface ExplainResponseOrBuilder

    • getConcurrentExplanations

      @Deprecated public Map<String,ExplainResponse.ConcurrentExplanation> getConcurrentExplanations()
      Deprecated.
      Use getConcurrentExplanationsMap() instead.
      Specified by:
      getConcurrentExplanations in interface ExplainResponseOrBuilder

    • getConcurrentExplanationsMap

      public Map<String,ExplainResponse.ConcurrentExplanation> getConcurrentExplanationsMap()
       This field stores the results of the explanations run in parallel with
 The default explanation strategy/method.
      map<string, .google.cloud.aiplatform.v1beta1.ExplainResponse.ConcurrentExplanation> concurrent_explanations = 4;
      Specified by:
      getConcurrentExplanationsMap in interface ExplainResponseOrBuilder

    • getConcurrentExplanationsOrDefault

      public ExplainResponse.ConcurrentExplanation getConcurrentExplanationsOrDefault(String key, ExplainResponse.ConcurrentExplanation defaultValue)
       This field stores the results of the explanations run in parallel with
 The default explanation strategy/method.
      map<string, .google.cloud.aiplatform.v1beta1.ExplainResponse.ConcurrentExplanation> concurrent_explanations = 4;
      Specified by:
      getConcurrentExplanationsOrDefault in interface ExplainResponseOrBuilder

    • getConcurrentExplanationsOrThrow

      public ExplainResponse.ConcurrentExplanation getConcurrentExplanationsOrThrow(String key)
       This field stores the results of the explanations run in parallel with
 The default explanation strategy/method.
      map<string, .google.cloud.aiplatform.v1beta1.ExplainResponse.ConcurrentExplanation> concurrent_explanations = 4;
      Specified by:
      getConcurrentExplanationsOrThrow 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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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