Class PredictionServiceGrpc.PredictionServiceImplBase (2.4.0)

public abstract static class PredictionServiceGrpc.PredictionServiceImplBase implements BindableService

A service for online predictions and explanations.

Inheritance

java.lang.Object > PredictionServiceGrpc.PredictionServiceImplBase

Implements

io.grpc.BindableService

Inherited Members

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)

Constructors

PredictionServiceImplBase()

public PredictionServiceImplBase()

Methods

bindService()

public final ServerServiceDefinition bindService()

Returns

Type	Description
io.grpc.ServerServiceDefinition

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. Only deployed AutoML tabular Models have explanation_spec.

Parameters

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

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>`