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 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.
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)| Parameters | |
|---|---|
| Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
| Returns | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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.
| Parameters | |
|---|---|
| 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 and
periodic_tuning_state.
If other values are provided, this API method ignores them.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Model> |