com.google.cloud.vertexai.api

Class PredictionServiceGrpc.PredictionServiceFutureStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractFutureStub<PredictionServiceGrpc.PredictionServiceFutureStub>

com.google.cloud.vertexai.api.PredictionServiceGrpc.PredictionServiceFutureStub

Enclosing class:

PredictionServiceGrpc

public static final class PredictionServiceGrpc.PredictionServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<PredictionServiceGrpc.PredictionServiceFutureStub>

A stub to allow clients to do ListenableFuture-style rpc calls to service PredictionService.

 A service for online predictions and explanations.
 

Nested Class Summary

Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

Method Summary

Modifier and Type	Method and Description
protected PredictionServiceGrpc.PredictionServiceFutureStub	build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
com.google.common.util.concurrent.ListenableFuture<CountTokensResponse>	countTokens(CountTokensRequest request) Perform a token counting.
com.google.common.util.concurrent.ListenableFuture<DirectPredictResponse>	directPredict(DirectPredictRequest request) Perform an unary online prediction request for Vertex first-party products and frameworks.
com.google.common.util.concurrent.ListenableFuture<DirectRawPredictResponse>	directRawPredict(DirectRawPredictRequest request) Perform an online prediction request through gRPC.
com.google.common.util.concurrent.ListenableFuture<ExplainResponse>	explain(ExplainRequest request) Perform an online explanation.
com.google.common.util.concurrent.ListenableFuture<PredictResponse>	predict(PredictRequest request) Perform an online prediction.
com.google.common.util.concurrent.ListenableFuture<com.google.api.HttpBody>	rawPredict(RawPredictRequest request) Perform an online prediction with an arbitrary HTTP payload.

Methods inherited from class io.grpc.stub.AbstractFutureStub

newStub, newStub

Methods inherited from class io.grpc.stub.AbstractStub

getCallOptions, getChannel, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOption, withWaitForReady

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

build

protected PredictionServiceGrpc.PredictionServiceFutureStub build(io.grpc.Channel channel,
                                                                  io.grpc.CallOptions callOptions)

Specified by:

build in class io.grpc.stub.AbstractStub<PredictionServiceGrpc.PredictionServiceFutureStub>

predict

public com.google.common.util.concurrent.ListenableFuture<PredictResponse> predict(PredictRequest request)

 Perform an online prediction.
 

rawPredict

public com.google.common.util.concurrent.ListenableFuture<com.google.api.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][google.cloud.vertexai.v1beta1.Endpoint] that served this
 prediction.
 * `X-Vertex-AI-Deployed-Model-Id`: ID of the Endpoint's
 [DeployedModel][google.cloud.vertexai.v1beta1.DeployedModel] that served
 this prediction.
 

directPredict

public com.google.common.util.concurrent.ListenableFuture<DirectPredictResponse> directPredict(DirectPredictRequest request)

 Perform an unary online prediction request for Vertex first-party products
 and frameworks.
 

directRawPredict

public com.google.common.util.concurrent.ListenableFuture<DirectRawPredictResponse> directRawPredict(DirectRawPredictRequest request)

 Perform an online prediction request through gRPC.
 

explain

public com.google.common.util.concurrent.ListenableFuture<ExplainResponse> explain(ExplainRequest request)

 Perform an online explanation.
 If
 [deployed_model_id][google.cloud.vertexai.v1beta1.ExplainRequest.deployed_model_id]
 is specified, the corresponding DeployModel must have
 [explanation_spec][google.cloud.vertexai.v1beta1.DeployedModel.explanation_spec]
 populated. If
 [deployed_model_id][google.cloud.vertexai.v1beta1.ExplainRequest.deployed_model_id]
 is not specified, all DeployedModels must have
 [explanation_spec][google.cloud.vertexai.v1beta1.DeployedModel.explanation_spec]
 populated.
 

countTokens

public com.google.common.util.concurrent.ListenableFuture<CountTokensResponse> countTokens(CountTokensRequest request)

 Perform a token counting.