public static final class ModelServiceGrpc.ModelServiceBlockingV2Stub extends AbstractBlockingStub<ModelServiceGrpc.ModelServiceBlockingV2Stub>A stub to allow clients to do synchronous 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.AbstractBlockingStub > ModelServiceGrpc.ModelServiceBlockingV2StubMethods
build(Channel channel, CallOptions callOptions)
protected ModelServiceGrpc.ModelServiceBlockingV2Stub build(Channel channel, CallOptions callOptions)| Parameters | |
|---|---|
| Name | Description |
channel |
io.grpc.Channel |
callOptions |
io.grpc.CallOptions |
| Returns | |
|---|---|
| Type | Description |
ModelServiceGrpc.ModelServiceBlockingV2Stub |
|
createModel(CreateModelRequest request)
public Operation createModel(CreateModelRequest request)Creates a new model.
| Parameter | |
|---|---|
| Name | Description |
request |
CreateModelRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
deleteModel(DeleteModelRequest request)
public Empty deleteModel(DeleteModelRequest request)Deletes an existing model.
| Parameter | |
|---|---|
| Name | Description |
request |
DeleteModelRequest |
| Returns | |
|---|---|
| Type | Description |
Empty |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
getModel(GetModelRequest request)
public Model getModel(GetModelRequest request)Gets a model.
| Parameter | |
|---|---|
| Name | Description |
request |
GetModelRequest |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
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 |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
pauseModel(PauseModelRequest request)
public Model pauseModel(PauseModelRequest request)Pauses the training of an existing model.
| Parameter | |
|---|---|
| Name | Description |
request |
PauseModelRequest |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
resumeModel(ResumeModelRequest request)
public Model resumeModel(ResumeModelRequest request)Resumes the training of an existing model.
| Parameter | |
|---|---|
| Name | Description |
request |
ResumeModelRequest |
| Returns | |
|---|---|
| Type | Description |
Model |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
tuneModel(TuneModelRequest request)
public Operation tuneModel(TuneModelRequest request)Tunes an existing model.
| Parameter | |
|---|---|
| Name | Description |
request |
TuneModelRequest |
| Returns | |
|---|---|
| Type | Description |
Operation |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|
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 |
|
| Exceptions | |
|---|---|
| Type | Description |
io.grpc.StatusException |
|