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public abstract static class ModelServiceGrpc.ModelServiceImplBase implements BindableService
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.
Implements
io.grpc.BindableServiceConstructors
ModelServiceImplBase()
public ModelServiceImplBase()
Methods
bindService()
public final ServerServiceDefinition bindService()
Type | Description |
io.grpc.ServerServiceDefinition |
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> |