Class PredictionServiceGrpc.PredictionServiceBlockingStub (2.4.0)

public static final class PredictionServiceGrpc.PredictionServiceBlockingStub extends AbstractBlockingStub<PredictionServiceGrpc.PredictionServiceBlockingStub>

A service for online predictions and explanations.

Inheritance

java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractBlockingStub > PredictionServiceGrpc.PredictionServiceBlockingStub

Methods

build(Channel channel, CallOptions callOptions)

protected PredictionServiceGrpc.PredictionServiceBlockingStub build(Channel channel, CallOptions callOptions)
Parameters
NameDescription
channelio.grpc.Channel
callOptionsio.grpc.CallOptions
Returns
TypeDescription
PredictionServiceGrpc.PredictionServiceBlockingStub
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

explain(ExplainRequest request)

public 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. Only deployed AutoML tabular Models have explanation_spec.

Parameter
NameDescription
requestExplainRequest
Returns
TypeDescription
ExplainResponse

predict(PredictRequest request)

public PredictResponse predict(PredictRequest request)

Perform an online prediction.

Parameter
NameDescription
requestPredictRequest
Returns
TypeDescription
PredictResponse

rawPredict(RawPredictRequest request)

public 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
NameDescription
requestRawPredictRequest
Returns
TypeDescription
com.google.api.HttpBody