Package com.google.cloud.aiplatform.v1beta1

Class RawPredictRequest

  • All Implemented Interfaces:
    RawPredictRequestOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class RawPredictRequest
extends com.google.protobuf.GeneratedMessageV3
implements RawPredictRequestOrBuilder
     Request message for
 [PredictionService.RawPredict][google.cloud.aiplatform.v1beta1.PredictionService.RawPredict].
    Protobuf type google.cloud.aiplatform.v1beta1.RawPredictRequest
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  RawPredictRequest.Builder
      Request message for [PredictionService.RawPredict][google.cloud.aiplatform.v1beta1.PredictionService.RawPredict].

      • Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

        com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,​BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,​BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

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

        com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Field Summary

      Fields 
      Modifier and Type Field Description
      static int ENDPOINT_FIELD_NUMBER  
      static int HTTP_BODY_FIELD_NUMBER  

      • Fields inherited from class com.google.protobuf.GeneratedMessageV3

        alwaysUseFieldBuilders, unknownFields

      • Fields inherited from class com.google.protobuf.AbstractMessage

        memoizedSize

      • Fields inherited from class com.google.protobuf.AbstractMessageLite

        memoizedHashCode

    • Method Detail

      • newInstance

        protected Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • getEndpoint

        public String getEndpoint()
         Required. The name of the Endpoint requested to serve the prediction.
 Format:
 `projects/{project}/locations/{location}/endpoints/{endpoint}`
        string endpoint = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
        Specified by:
        getEndpoint in interface RawPredictRequestOrBuilder
        Returns:
        The endpoint.

      • getEndpointBytes

        public com.google.protobuf.ByteString getEndpointBytes()
         Required. The name of the Endpoint requested to serve the prediction.
 Format:
 `projects/{project}/locations/{location}/endpoints/{endpoint}`
        string endpoint = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
        Specified by:
        getEndpointBytes in interface RawPredictRequestOrBuilder
        Returns:
        The bytes for endpoint.

      • hasHttpBody

        public boolean hasHttpBody()
         The prediction input. Supports HTTP headers and arbitrary data payload.

 A [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] may have
 an upper limit on the number of instances it supports per request. When
 this limit it is exceeded for an AutoML model, the
 [RawPredict][google.cloud.aiplatform.v1beta1.PredictionService.RawPredict]
 method returns an error. When this limit is exceeded for a custom-trained
 model, the behavior varies depending on the model.

 You can specify the schema for each instance in the
 [predict_schemata.instance_schema_uri][google.cloud.aiplatform.v1beta1.PredictSchemata.instance_schema_uri]
 field when you create a [Model][google.cloud.aiplatform.v1beta1.Model].
 This schema applies when you deploy the `Model` as a `DeployedModel` to an
 [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] and use the
 `RawPredict` method.
        .google.api.HttpBody http_body = 2;
        Specified by:
        hasHttpBody in interface RawPredictRequestOrBuilder
        Returns:
        Whether the httpBody field is set.

      • getHttpBody

        public com.google.api.HttpBody getHttpBody()
         The prediction input. Supports HTTP headers and arbitrary data payload.

 A [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] may have
 an upper limit on the number of instances it supports per request. When
 this limit it is exceeded for an AutoML model, the
 [RawPredict][google.cloud.aiplatform.v1beta1.PredictionService.RawPredict]
 method returns an error. When this limit is exceeded for a custom-trained
 model, the behavior varies depending on the model.

 You can specify the schema for each instance in the
 [predict_schemata.instance_schema_uri][google.cloud.aiplatform.v1beta1.PredictSchemata.instance_schema_uri]
 field when you create a [Model][google.cloud.aiplatform.v1beta1.Model].
 This schema applies when you deploy the `Model` as a `DeployedModel` to an
 [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] and use the
 `RawPredict` method.
        .google.api.HttpBody http_body = 2;
        Specified by:
        getHttpBody in interface RawPredictRequestOrBuilder
        Returns:
        The httpBody.

      • getHttpBodyOrBuilder

        public com.google.api.HttpBodyOrBuilder getHttpBodyOrBuilder()
         The prediction input. Supports HTTP headers and arbitrary data payload.

 A [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] may have
 an upper limit on the number of instances it supports per request. When
 this limit it is exceeded for an AutoML model, the
 [RawPredict][google.cloud.aiplatform.v1beta1.PredictionService.RawPredict]
 method returns an error. When this limit is exceeded for a custom-trained
 model, the behavior varies depending on the model.

 You can specify the schema for each instance in the
 [predict_schemata.instance_schema_uri][google.cloud.aiplatform.v1beta1.PredictSchemata.instance_schema_uri]
 field when you create a [Model][google.cloud.aiplatform.v1beta1.Model].
 This schema applies when you deploy the `Model` as a `DeployedModel` to an
 [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] and use the
 `RawPredict` method.
        .google.api.HttpBody http_body = 2;
        Specified by:
        getHttpBodyOrBuilder in interface RawPredictRequestOrBuilder

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3

      • 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.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • toBuilder

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

      • newBuilderForType

        protected RawPredictRequest.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getParserForType

        public com.google.protobuf.Parser<RawPredictRequest> 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.GeneratedMessageV3

      • getDefaultInstanceForType

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