Class ModelServiceGrpc.ModelServiceBlockingStub (2.8.0) 

public static final class ModelServiceGrpc.ModelServiceBlockingStub extends AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingStub>

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.AbstractBlockingStub > ModelServiceGrpc.ModelServiceBlockingStub

Methods

build(Channel channel, CallOptions callOptions)

protected ModelServiceGrpc.ModelServiceBlockingStub build(Channel channel, CallOptions callOptions)
Parameters
Name Description
channel io.grpc.Channel
callOptions io.grpc.CallOptions
Returns
Type Description
ModelServiceGrpc.ModelServiceBlockingStub
Overrides
io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

createModel(CreateModelRequest request)

public Operation createModel(CreateModelRequest request)

Creates a new model.

Parameter
Name Description
request CreateModelRequest
Returns
Type Description
Operation

deleteModel(DeleteModelRequest request)

public Empty deleteModel(DeleteModelRequest request)

Deletes an existing model.

Parameter
Name Description
request DeleteModelRequest
Returns
Type Description
Empty

listModels(ListModelsRequest request)

public ListModelsResponse listModels(ListModelsRequest request)

Lists all the models linked to this event store.

Parameter
Name Description
request ListModelsRequest
Returns
Type Description
ListModelsResponse

pauseModel(PauseModelRequest request)

public Model pauseModel(PauseModelRequest request)

Pauses the training of an existing model.

Parameter
Name Description
request PauseModelRequest
Returns
Type Description
Model

resumeModel(ResumeModelRequest request)

public Model resumeModel(ResumeModelRequest request)

Resumes the training of an existing model.

Parameter
Name Description
request ResumeModelRequest
Returns
Type Description
Model

tuneModel(TuneModelRequest request)

public Operation tuneModel(TuneModelRequest request)

Tunes an existing model.

Parameter
Name Description
request TuneModelRequest
Returns
Type Description
Operation

updateModel(UpdateModelRequest request)

public Model updateModel(UpdateModelRequest request)

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.

Parameter
Name Description
request UpdateModelRequest
Returns
Type Description
Model