Class PredictionServiceGrpc.PredictionServiceStub (1.15.0)

public static final class PredictionServiceGrpc.PredictionServiceStub extends AbstractAsyncStub<PredictionServiceGrpc.PredictionServiceStub>

A stub to allow clients to do asynchronous rpc calls to service PredictionService.

A service for online predictions and explanations.

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractAsyncStub > PredictionServiceGrpc.PredictionServiceStub

Inherited Members

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

io.grpc.stub.AbstractAsyncStub.<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.PredictionServiceStub build(Channel channel, CallOptions callOptions)

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

Returns
Type	Description
PredictionServiceGrpc.PredictionServiceStub

Overrides

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

directPredict(DirectPredictRequest request, StreamObserver<DirectPredictResponse> responseObserver)

public void directPredict(DirectPredictRequest request, StreamObserver<DirectPredictResponse> responseObserver)

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

Parameters
Name	Description
request	DirectPredictRequest
responseObserver	io.grpc.stub.StreamObserver<DirectPredictResponse>

directRawPredict(DirectRawPredictRequest request, StreamObserver<DirectRawPredictResponse> responseObserver)

public void directRawPredict(DirectRawPredictRequest request, StreamObserver<DirectRawPredictResponse> responseObserver)

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

Parameters
Name	Description
request	DirectRawPredictRequest
responseObserver	io.grpc.stub.StreamObserver<DirectRawPredictResponse>

explain(ExplainRequest request, StreamObserver<ExplainResponse> responseObserver)

public void explain(ExplainRequest request, StreamObserver<ExplainResponse> responseObserver)

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.

Parameters
Name	Description
request	ExplainRequest
responseObserver	io.grpc.stub.StreamObserver<ExplainResponse>

generateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)

public void generateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)

Generate content with multimodal inputs.

Parameters
Name	Description
request	GenerateContentRequest
responseObserver	io.grpc.stub.StreamObserver<GenerateContentResponse>

predict(PredictRequest request, StreamObserver<PredictResponse> responseObserver)

public void predict(PredictRequest request, StreamObserver<PredictResponse> responseObserver)

Perform an online prediction.

Parameters
Name	Description
request	PredictRequest
responseObserver	io.grpc.stub.StreamObserver<PredictResponse>

rawPredict(RawPredictRequest request, StreamObserver<HttpBody> responseObserver)

public void rawPredict(RawPredictRequest request, StreamObserver<HttpBody> responseObserver)

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.

Parameters
Name	Description
request	RawPredictRequest
responseObserver	io.grpc.stub.StreamObserver<com.google.api.HttpBody>

serverStreamingPredict(StreamingPredictRequest request, StreamObserver<StreamingPredictResponse> responseObserver)

public void serverStreamingPredict(StreamingPredictRequest request, StreamObserver<StreamingPredictResponse> responseObserver)

Perform a server-side streaming online prediction request for Vertex LLM streaming.

Parameters
Name	Description
request	StreamingPredictRequest
responseObserver	io.grpc.stub.StreamObserver<StreamingPredictResponse>

streamDirectPredict(StreamObserver<StreamDirectPredictResponse> responseObserver)

public StreamObserver<StreamDirectPredictRequest> streamDirectPredict(StreamObserver<StreamDirectPredictResponse> responseObserver)

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

Parameter
Name	Description
responseObserver	io.grpc.stub.StreamObserver<StreamDirectPredictResponse>

Returns
Type	Description
io.grpc.stub.StreamObserver<StreamDirectPredictRequest>

streamDirectRawPredict(StreamObserver<StreamDirectRawPredictResponse> responseObserver)

public StreamObserver<StreamDirectRawPredictRequest> streamDirectRawPredict(StreamObserver<StreamDirectRawPredictResponse> responseObserver)

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

Parameter
Name	Description
responseObserver	io.grpc.stub.StreamObserver<StreamDirectRawPredictResponse>

Returns
Type	Description
io.grpc.stub.StreamObserver<StreamDirectRawPredictRequest>

streamGenerateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)

public void streamGenerateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)

Generate content with multimodal inputs with streaming support.

Parameters
Name	Description
request	GenerateContentRequest
responseObserver	io.grpc.stub.StreamObserver<GenerateContentResponse>

streamRawPredict(StreamRawPredictRequest request, StreamObserver<HttpBody> responseObserver)

public void streamRawPredict(StreamRawPredictRequest request, StreamObserver<HttpBody> responseObserver)

Perform a streaming online prediction with an arbitrary HTTP payload.

Parameters
Name	Description
request	StreamRawPredictRequest
responseObserver	io.grpc.stub.StreamObserver<com.google.api.HttpBody>

streamingPredict(StreamObserver<StreamingPredictResponse> responseObserver)

public StreamObserver<StreamingPredictRequest> streamingPredict(StreamObserver<StreamingPredictResponse> responseObserver)

Perform a streaming online prediction request for Vertex first-party products and frameworks.

Parameter
Name	Description
responseObserver	io.grpc.stub.StreamObserver<StreamingPredictResponse>

Returns
Type	Description
io.grpc.stub.StreamObserver<StreamingPredictRequest>

streamingRawPredict(StreamObserver<StreamingRawPredictResponse> responseObserver)

public StreamObserver<StreamingRawPredictRequest> streamingRawPredict(StreamObserver<StreamingRawPredictResponse> responseObserver)

Perform a streaming online prediction request through gRPC.

Parameter
Name	Description
responseObserver	io.grpc.stub.StreamObserver<StreamingRawPredictResponse>

Returns
Type	Description
io.grpc.stub.StreamObserver<StreamingRawPredictRequest>