Class PredictionServiceGrpc.PredictionServiceFutureStub (1.5.0)

public static final class PredictionServiceGrpc.PredictionServiceFutureStub extends AbstractFutureStub<PredictionServiceGrpc.PredictionServiceFutureStub>

A stub to allow clients to do ListenableFuture-style rpc calls to service PredictionService.

A service for online predictions and explanations.

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractFutureStub > PredictionServiceGrpc.PredictionServiceFutureStub

Inherited Members

io.grpc.stub.AbstractFutureStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)

io.grpc.stub.AbstractFutureStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.getCallOptions()

io.grpc.stub.AbstractStub.getChannel()

io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)

io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)

io.grpc.stub.AbstractStub.withCompression(java.lang.String)

io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)

io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)

io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)

io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)

io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)

io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)

io.grpc.stub.AbstractStub.withWaitForReady()

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Methods

build(Channel channel, CallOptions callOptions)

protected PredictionServiceGrpc.PredictionServiceFutureStub build(Channel channel, CallOptions callOptions)

Parameters
Name	Description
`channel`	`io.grpc.Channel`
`callOptions`	`io.grpc.CallOptions`

Returns
Type	Description
`PredictionServiceGrpc.PredictionServiceFutureStub`

Overrides

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

directPredict(DirectPredictRequest request)

public ListenableFuture<DirectPredictResponse> directPredict(DirectPredictRequest request)

Perform an unary online prediction request to a gRPC model server for Vertex first-party products and frameworks.

Parameter
Name	Description
`request`	`DirectPredictRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<DirectPredictResponse>`

directRawPredict(DirectRawPredictRequest request)

public ListenableFuture<DirectRawPredictResponse> directRawPredict(DirectRawPredictRequest request)

Perform an unary online prediction request to a gRPC model server for custom containers.

Parameter
Name	Description
`request`	`DirectRawPredictRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<DirectRawPredictResponse>`

explain(ExplainRequest request)

public ListenableFuture<ExplainResponse> explain(ExplainRequest request)

Perform an online explanation. If deployed_model_id is specified, the corresponding DeployModel must have explanation_spec populated. If deployed_model_id is not specified, all DeployedModels must have explanation_spec populated.

Parameter
Name	Description
`request`	`ExplainRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<ExplainResponse>`

generateContent(GenerateContentRequest request)

public ListenableFuture<GenerateContentResponse> generateContent(GenerateContentRequest request)

Generate content with multimodal inputs.

Parameter
Name	Description
`request`	`GenerateContentRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<GenerateContentResponse>`

predict(PredictRequest request)

public ListenableFuture<PredictResponse> predict(PredictRequest request)

Perform an online prediction.

Parameter
Name	Description
`request`	`PredictRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<PredictResponse>`

rawPredict(RawPredictRequest request)

public ListenableFuture<HttpBody> rawPredict(RawPredictRequest request)

Perform an online prediction with an arbitrary HTTP payload. The response includes the following HTTP headers:

X-Vertex-AI-Endpoint-Id: ID of the Endpoint that served this prediction.
X-Vertex-AI-Deployed-Model-Id: ID of the Endpoint's DeployedModel that served this prediction.

Parameter
Name	Description
`request`	`RawPredictRequest`

Returns
Type	Description
`com.google.common.util.concurrent.ListenableFuture<com.google.api.HttpBody>`