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public static final class ModelServiceGrpc.ModelServiceStub extends AbstractAsyncStub<ModelServiceGrpc.ModelServiceStub>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 customers to e.g.:
- Initiate training of a model.
- Pause training of an existing model.
- List all the available models along with their metadata.
- Control their tuning schedule.
Inheritance
java.lang.Object > io.grpc.stub.AbstractStub > io.grpc.stub.AbstractAsyncStub > ModelServiceGrpc.ModelServiceStubMethods
build(Channel channel, CallOptions callOptions)
protected ModelServiceGrpc.ModelServiceStub build(Channel channel, CallOptions callOptions)| Name | Description |
| channel | io.grpc.Channel |
| callOptions | io.grpc.CallOptions |
| Type | Description |
| ModelServiceGrpc.ModelServiceStub |
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)
createModel(CreateModelRequest request, StreamObserver<Operation> responseObserver)
public void createModel(CreateModelRequest request, StreamObserver<Operation> responseObserver)Creates a new model.
| Name | Description |
| request | CreateModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
deleteModel(DeleteModelRequest request, StreamObserver<Empty> responseObserver)
public void deleteModel(DeleteModelRequest request, StreamObserver<Empty> responseObserver)Deletes an existing model.
| Name | Description |
| request | DeleteModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Empty> |
listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)
public void listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)Lists all the models linked to this event store.
| Name | Description |
| request | ListModelsRequest |
| responseObserver | io.grpc.stub.StreamObserver<ListModelsResponse> |
pauseModel(PauseModelRequest request, StreamObserver<Model> responseObserver)
public void pauseModel(PauseModelRequest request, StreamObserver<Model> responseObserver)Pauses the training of an existing model.
| Name | Description |
| request | PauseModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Model> |
resumeModel(ResumeModelRequest request, StreamObserver<Model> responseObserver)
public void resumeModel(ResumeModelRequest request, StreamObserver<Model> responseObserver)Resumes the training of an existing model.
| Name | Description |
| request | ResumeModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Model> |
tuneModel(TuneModelRequest request, StreamObserver<Operation> responseObserver)
public void tuneModel(TuneModelRequest request, StreamObserver<Operation> responseObserver)Tunes an existing model.
| Name | Description |
| request | TuneModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Operation> |
updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)
public void updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)Update of model metadata. Only fields that currently can be updated are: filtering_option, periodic_tuning_state. If other values are provided, this API method will ignore them.
| Name | Description |
| request | UpdateModelRequest |
| responseObserver | io.grpc.stub.StreamObserver<Model> |