Package com.google.cloud.retail.v2beta
Class ModelServiceGrpc.ModelServiceFutureStub
- java.lang.Object
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- io.grpc.stub.AbstractStub<S>
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- io.grpc.stub.AbstractFutureStub<ModelServiceGrpc.ModelServiceFutureStub>
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- com.google.cloud.retail.v2beta.ModelServiceGrpc.ModelServiceFutureStub
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- Enclosing class:
- ModelServiceGrpc
public static final class ModelServiceGrpc.ModelServiceFutureStub extends io.grpc.stub.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.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description protected ModelServiceGrpc.ModelServiceFutureStub
build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>
createModel(CreateModelRequest request)
Creates a new model.com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.Empty>
deleteModel(DeleteModelRequest request)
Deletes an existing model.com.google.common.util.concurrent.ListenableFuture<Model>
getModel(GetModelRequest request)
Gets a model.com.google.common.util.concurrent.ListenableFuture<ListModelsResponse>
listModels(ListModelsRequest request)
Lists all the models linked to this event store.com.google.common.util.concurrent.ListenableFuture<Model>
pauseModel(PauseModelRequest request)
Pauses the training of an existing model.com.google.common.util.concurrent.ListenableFuture<Model>
resumeModel(ResumeModelRequest request)
Resumes the training of an existing model.com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation>
tuneModel(TuneModelRequest request)
Tunes an existing model.com.google.common.util.concurrent.ListenableFuture<Model>
updateModel(UpdateModelRequest request)
Update of model metadata.
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Method Detail
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build
protected ModelServiceGrpc.ModelServiceFutureStub build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
- Specified by:
build
in classio.grpc.stub.AbstractStub<ModelServiceGrpc.ModelServiceFutureStub>
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createModel
public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> createModel(CreateModelRequest request)
Creates a new model.
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getModel
public com.google.common.util.concurrent.ListenableFuture<Model> getModel(GetModelRequest request)
Gets a model.
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pauseModel
public com.google.common.util.concurrent.ListenableFuture<Model> pauseModel(PauseModelRequest request)
Pauses the training of an existing model.
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resumeModel
public com.google.common.util.concurrent.ListenableFuture<Model> resumeModel(ResumeModelRequest request)
Resumes the training of an existing model.
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deleteModel
public com.google.common.util.concurrent.ListenableFuture<com.google.protobuf.Empty> deleteModel(DeleteModelRequest request)
Deletes an existing model.
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listModels
public com.google.common.util.concurrent.ListenableFuture<ListModelsResponse> listModels(ListModelsRequest request)
Lists all the models linked to this event store.
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updateModel
public com.google.common.util.concurrent.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.
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tuneModel
public com.google.common.util.concurrent.ListenableFuture<com.google.longrunning.Operation> tuneModel(TuneModelRequest request)
Tunes an existing model.
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