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Interface PredictionServiceGrpc.AsyncService (3.56.0)
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public static interface PredictionServiceGrpc . AsyncService
A service for online predictions and explanations.
Methods
public default void directPredict ( DirectPredictRequest request , StreamObserver<DirectPredictResponse> responseObserver )
Perform an unary online prediction request to a gRPC model server for
Vertex first-party products and frameworks.
public default void directRawPredict ( DirectRawPredictRequest request , StreamObserver<DirectRawPredictResponse> responseObserver )
Perform an unary online prediction request to a gRPC model server for
custom containers.
public default 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.
generateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)
public default void generateContent ( GenerateContentRequest request , StreamObserver<GenerateContentResponse> responseObserver )
Generate content with multimodal inputs.
public default void predict ( PredictRequest request , StreamObserver<PredictResponse> responseObserver )
Perform an online prediction.
rawPredict(RawPredictRequest request, StreamObserver<HttpBody> responseObserver)
public default 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
requestRawPredictRequest
responseObserverio.grpc.stub.StreamObserver <com.google.api.HttpBody >
public default void serverStreamingPredict ( StreamingPredictRequest request , StreamObserver<StreamingPredictResponse> responseObserver )
Perform a server-side streaming online prediction request for Vertex
LLM streaming.
public default StreamObserver<StreamDirectPredictRequest> streamDirectPredict ( StreamObserver<StreamDirectPredictResponse> responseObserver )
Perform a streaming online prediction request to a gRPC model server for
Vertex first-party products and frameworks.
public default StreamObserver<StreamDirectRawPredictRequest> streamDirectRawPredict ( StreamObserver<StreamDirectRawPredictResponse> responseObserver )
Perform a streaming online prediction request to a gRPC model server for
custom containers.
streamGenerateContent(GenerateContentRequest request, StreamObserver<GenerateContentResponse> responseObserver)
public default void streamGenerateContent ( GenerateContentRequest request , StreamObserver<GenerateContentResponse> responseObserver )
Generate content with multimodal inputs with streaming support.
streamRawPredict(StreamRawPredictRequest request, StreamObserver<HttpBody> responseObserver)
public default void streamRawPredict ( StreamRawPredictRequest request , StreamObserver<HttpBody> responseObserver )
Perform a streaming online prediction with an arbitrary HTTP payload.
Parameters
Name Description
requestStreamRawPredictRequest
responseObserverio.grpc.stub.StreamObserver <com.google.api.HttpBody >
public default StreamObserver<StreamingPredictRequest> streamingPredict ( StreamObserver<StreamingPredictResponse> responseObserver )
Perform a streaming online prediction request for Vertex first-party
products and frameworks.
public default StreamObserver<StreamingRawPredictRequest> streamingRawPredict ( StreamObserver<StreamingRawPredictResponse> responseObserver )
Perform a streaming online prediction request through gRPC.
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Last updated 2024-12-19 UTC.
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