Class PredictionServiceGrpc.PredictionServiceFutureStub (0.1.0)
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publicstaticfinalclass PredictionServiceGrpc.PredictionServiceFutureStubextendsAbstractFutureStub<PredictionServiceGrpc.PredictionServiceFutureStub>A stub to allow clients to do ListenableFuture-style rpc calls to service PredictionService.
A service for online predictions and explanations.
Inheritance
java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractFutureStub > PredictionServiceGrpc.PredictionServiceFutureStubInherited Members
io.grpc.stub.AbstractFutureStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)
io.grpc.stub.AbstractFutureStub.<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(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.withWaitForReady()
Methods
build(Channel channel, CallOptions callOptions)
protectedPredictionServiceGrpc.PredictionServiceFutureStubbuild(Channelchannel,CallOptionscallOptions)| Parameters | |
|---|---|
| Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
| Returns | |
|---|---|
| Type | Description |
PredictionServiceGrpc.PredictionServiceFutureStub |
|
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
countTokens(CountTokensRequest request)
publicListenableFuture<CountTokensResponse>countTokens(CountTokensRequestrequest)Perform a token counting.
| Parameter | |
|---|---|
| Name | Description |
request |
CountTokensRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<CountTokensResponse> |
|
directPredict(DirectPredictRequest request)
publicListenableFuture<DirectPredictResponse>directPredict(DirectPredictRequestrequest)Perform an unary online prediction request for Vertex first-party products and frameworks.
| Parameter | |
|---|---|
| Name | Description |
request |
DirectPredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<DirectPredictResponse> |
|
directRawPredict(DirectRawPredictRequest request)
publicListenableFuture<DirectRawPredictResponse>directRawPredict(DirectRawPredictRequestrequest)Perform an online prediction request through gRPC.
| Parameter | |
|---|---|
| Name | Description |
request |
DirectRawPredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<DirectRawPredictResponse> |
|
explain(ExplainRequest request)
publicListenableFuture<ExplainResponse>explain(ExplainRequestrequest)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.
| Parameter | |
|---|---|
| Name | Description |
request |
ExplainRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<ExplainResponse> |
|
predict(PredictRequest request)
publicListenableFuture<PredictResponse>predict(PredictRequestrequest)Perform an online prediction.
| Parameter | |
|---|---|
| Name | Description |
request |
PredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<PredictResponse> |
|
rawPredict(RawPredictRequest request)
publicListenableFuture<HttpBody>rawPredict(RawPredictRequestrequest)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 | |
|---|---|
| Name | Description |
request |
RawPredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<com.google.api.HttpBody> |
|