Class ModelServiceGrpc.ModelServiceBlockingStub (2.15.0)

Version 2.15.0

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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 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.AbstractBlockingStub > ModelServiceGrpc.ModelServiceBlockingStub

Inherited Members

io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel)

io.grpc.stub.AbstractBlockingStub.<T>newStub(io.grpc.stub.AbstractStub.StubFactory<T>,io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.<T>withOption(io.grpc.CallOptions.Key<T>,T)

io.grpc.stub.AbstractStub.build(io.grpc.Channel,io.grpc.CallOptions)

io.grpc.stub.AbstractStub.getCallOptions()

io.grpc.stub.AbstractStub.getChannel()

io.grpc.stub.AbstractStub.withCallCredentials(io.grpc.CallCredentials)

io.grpc.stub.AbstractStub.withChannel(io.grpc.Channel)

io.grpc.stub.AbstractStub.withCompression(java.lang.String)

io.grpc.stub.AbstractStub.withDeadline(io.grpc.Deadline)

io.grpc.stub.AbstractStub.withDeadlineAfter(long,java.util.concurrent.TimeUnit)

io.grpc.stub.AbstractStub.withExecutor(java.util.concurrent.Executor)

io.grpc.stub.AbstractStub.withInterceptors(io.grpc.ClientInterceptor...)

io.grpc.stub.AbstractStub.withMaxInboundMessageSize(int)

io.grpc.stub.AbstractStub.withMaxOutboundMessageSize(int)

io.grpc.stub.AbstractStub.withWaitForReady()

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

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 and periodic_tuning_state. If other values are provided, this API method ignores them.

Parameter
Name	Description
request	UpdateModelRequest

Returns
Type	Description
Model