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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.PredictionServiceStubMethods
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 |
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> |