Package com.google.cloud.retail.v2beta

Interface ModelServiceGrpc.AsyncService

  • All Known Implementing Classes:
    ModelServiceGrpc.ModelServiceImplBase
    Enclosing class:
    ModelServiceGrpc
    public static interface ModelServiceGrpc.AsyncService
     Service for performing CRUD operations on models.
 Recommendation models contain all the metadata necessary to generate a set of
 models for the `Predict()` API. A model is queried
 indirectly via a ServingConfig, which associates a model with a
 given Placement (e.g. Frequently Bought Together on Home Page).
 This service allows you to do the following:
 * Initiate training of a model.
 * Pause training of an existing model.
 * List all the available models along with their metadata.
 * Control their tuning schedule.

    • Method Detail

      • createModel

        default void createModel​(CreateModelRequest request,
                         io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)
         Creates a new model.

      • getModel

        default void getModel​(GetModelRequest request,
                      io.grpc.stub.StreamObserver<Model> responseObserver)
         Gets a model.

      • pauseModel

        default void pauseModel​(PauseModelRequest request,
                        io.grpc.stub.StreamObserver<Model> responseObserver)
         Pauses the training of an existing model.

      • resumeModel

        default void resumeModel​(ResumeModelRequest request,
                         io.grpc.stub.StreamObserver<Model> responseObserver)
         Resumes the training of an existing model.

      • deleteModel

        default void deleteModel​(DeleteModelRequest request,
                         io.grpc.stub.StreamObserver<com.google.protobuf.Empty> responseObserver)
         Deletes an existing model.

      • listModels

        default void listModels​(ListModelsRequest request,
                        io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver)
         Lists all the models linked to this event store.

      • updateModel

        default void updateModel​(UpdateModelRequest request,
                         io.grpc.stub.StreamObserver<Model> responseObserver)
         Update of model metadata. Only fields that
 currently can be updated are: `filtering_option` and
 `periodic_tuning_state`.
 If other values are provided, this API method ignores them.

      • tuneModel

        default void tuneModel​(TuneModelRequest request,
                       io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)
         Tunes an existing model.