Package com.google.cloud.retail.v2alpha

Class ModelServiceGrpc.ModelServiceFutureStub

  • Enclosing class:
    ModelServiceGrpc
    public static final class ModelServiceGrpc.ModelServiceFutureStub
extends io.grpc.stub.AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>
    A stub to allow clients to do ListenableFuture-style rpc calls to service ModelService. 
     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

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> createModel​(CreateModelRequest request)
         Creates a new model.

      • getModel

        public com.google.common.util.concurrent.ListenableFuture<Model> getModel​(GetModelRequest request)
         Gets a model.

      • pauseModel

        public com.google.common.util.concurrent.ListenableFuture<Model> pauseModel​(PauseModelRequest request)
         Pauses the training of an existing model.

      • resumeModel

        public com.google.common.util.concurrent.ListenableFuture<Model> resumeModel​(ResumeModelRequest request)
         Resumes the training of an existing model.

      • deleteModel

        public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.Empty> deleteModel​(DeleteModelRequest request)
         Deletes an existing model.

      • listModels

        public com.google.common.util.concurrent.ListenableFuture<ListModelsResponse> listModels​(ListModelsRequest request)
         Lists all the models linked to this event store.

      • updateModel

        public com.google.common.util.concurrent.ListenableFuture<Model> updateModel​(UpdateModelRequest request)
         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

        public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> tuneModel​(TuneModelRequest request)
         Tunes an existing model.