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public static final class PredictionServiceGrpc.PredictionServiceFutureStub extends AbstractFutureStub<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.PredictionServiceFutureStubMethods
build(Channel channel, CallOptions callOptions)
protected PredictionServiceGrpc.PredictionServiceFutureStub build(Channel channel, CallOptions callOptions)| Parameters | |
|---|---|
| Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
| Returns | |
|---|---|
| Type | Description |
PredictionServiceGrpc.PredictionServiceFutureStub |
|
directPredict(DirectPredictRequest request)
public ListenableFuture<DirectPredictResponse> directPredict(DirectPredictRequest request)Perform an unary online prediction request to a gRPC model server 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)
public ListenableFuture<DirectRawPredictResponse> directRawPredict(DirectRawPredictRequest request)Perform an unary online prediction request to a gRPC model server for custom containers.
| Parameter | |
|---|---|
| Name | Description |
request |
DirectRawPredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<DirectRawPredictResponse> |
|
explain(ExplainRequest request)
public ListenableFuture<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.
| Parameter | |
|---|---|
| Name | Description |
request |
ExplainRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<ExplainResponse> |
|
generateContent(GenerateContentRequest request)
public ListenableFuture<GenerateContentResponse> generateContent(GenerateContentRequest request)Generate content with multimodal inputs.
| Parameter | |
|---|---|
| Name | Description |
request |
GenerateContentRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<GenerateContentResponse> |
|
predict(PredictRequest request)
public ListenableFuture<PredictResponse> predict(PredictRequest request)Perform an online prediction.
| Parameter | |
|---|---|
| Name | Description |
request |
PredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<PredictResponse> |
|
rawPredict(RawPredictRequest request)
public ListenableFuture<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 | |
|---|---|
| Name | Description |
request |
RawPredictRequest |
| Returns | |
|---|---|
| Type | Description |
com.google.common.util.concurrent.ListenableFuture<com.google.api.HttpBody> |
|