Class PredictionServiceGrpc.PredictionServiceFutureStub (1.15.0)

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(java.time.Duration)

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.withOnReadyThreshold(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>