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public static final class ModelServiceGrpc.ModelServiceFutureStub extends AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>
A stub to allow clients to do ListenableFuture-style rpc calls to service ModelService.
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.AbstractFutureStub > ModelServiceGrpc.ModelServiceFutureStubMethods
build(Channel channel, CallOptions callOptions)
protected ModelServiceGrpc.ModelServiceFutureStub build(Channel channel, CallOptions callOptions)
Parameters | |
---|---|
Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
Returns | |
---|---|
Type | Description |
ModelServiceGrpc.ModelServiceFutureStub |
createModel(CreateModelRequest request)
public ListenableFuture<Operation> createModel(CreateModelRequest request)
Creates a new model.
Parameter | |
---|---|
Name | Description |
request |
CreateModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
deleteModel(DeleteModelRequest request)
public ListenableFuture<Empty> deleteModel(DeleteModelRequest request)
Deletes an existing model.
Parameter | |
---|---|
Name | Description |
request |
DeleteModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Empty> |
getModel(GetModelRequest request)
public ListenableFuture<Model> getModel(GetModelRequest request)
Gets a model.
Parameter | |
---|---|
Name | Description |
request |
GetModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Model> |
listModels(ListModelsRequest request)
public ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)
Lists all the models linked to this event store.
Parameter | |
---|---|
Name | Description |
request |
ListModelsRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<ListModelsResponse> |
pauseModel(PauseModelRequest request)
public ListenableFuture<Model> pauseModel(PauseModelRequest request)
Pauses the training of an existing model.
Parameter | |
---|---|
Name | Description |
request |
PauseModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Model> |
resumeModel(ResumeModelRequest request)
public ListenableFuture<Model> resumeModel(ResumeModelRequest request)
Resumes the training of an existing model.
Parameter | |
---|---|
Name | Description |
request |
ResumeModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Model> |
tuneModel(TuneModelRequest request)
public ListenableFuture<Operation> tuneModel(TuneModelRequest request)
Tunes an existing model.
Parameter | |
---|---|
Name | Description |
request |
TuneModelRequest |
Returns | |
---|---|
Type | Description |
com.google.common.util.concurrent.ListenableFuture<Operation> |
updateModel(UpdateModelRequest request)
public ListenableFuture<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 |
com.google.common.util.concurrent.ListenableFuture<Model> |