Class ModelServiceGrpc.ModelServiceImplBase (2.4.0)

public abstract static class ModelServiceGrpc.ModelServiceImplBase implements BindableService

A service for managing Vertex AI's machine learning Models.

Inheritance

java.lang.Object > ModelServiceGrpc.ModelServiceImplBase

Implements

io.grpc.BindableService

Inherited Members

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)

Constructors

ModelServiceImplBase()

public ModelServiceImplBase()

Methods

bindService()

public final ServerServiceDefinition bindService()

Returns

Type	Description
io.grpc.ServerServiceDefinition

deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

public void deleteModel(DeleteModelRequest request, StreamObserver<Operation> responseObserver)

Deletes a Model. Model can only be deleted if there are no [DeployedModels][] created from it.

Parameters

Name	Description
request	`DeleteModelRequest`
responseObserver	`io.grpc.stub.StreamObserver<Operation>`

exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

public void exportModel(ExportModelRequest request, StreamObserver<Operation> responseObserver)

Exports a trained, exportable, Model to a location specified by the user. A Model is considered to be exportable if it has at least one supported export format.

Parameters

Name	Description
request	`ExportModelRequest`
responseObserver	`io.grpc.stub.StreamObserver<Operation>`

getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

public void getModel(GetModelRequest request, StreamObserver<Model> responseObserver)

Gets a Model.

Parameters

Name	Description
request	`GetModelRequest`
responseObserver	`io.grpc.stub.StreamObserver<Model>`

getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

public void getModelEvaluation(GetModelEvaluationRequest request, StreamObserver<ModelEvaluation> responseObserver)

Gets a ModelEvaluation.

Parameters

Name	Description
request	`GetModelEvaluationRequest`
responseObserver	`io.grpc.stub.StreamObserver<ModelEvaluation>`

getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

public void getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver<ModelEvaluationSlice> responseObserver)

Gets a ModelEvaluationSlice.

Parameters

Name	Description
request	`GetModelEvaluationSliceRequest`
responseObserver	`io.grpc.stub.StreamObserver<ModelEvaluationSlice>`

listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

public void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

Lists ModelEvaluationSlices in a ModelEvaluation.

Parameters

Name	Description
request	`ListModelEvaluationSlicesRequest`
responseObserver	`io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse>`

listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

public void listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver<ListModelEvaluationsResponse> responseObserver)

Lists ModelEvaluations in a Model.

Parameters

Name	Description
request	`ListModelEvaluationsRequest`
responseObserver	`io.grpc.stub.StreamObserver<ListModelEvaluationsResponse>`

listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

public void listModels(ListModelsRequest request, StreamObserver<ListModelsResponse> responseObserver)

Lists Models in a Location.

Parameters

Name	Description
request	`ListModelsRequest`
responseObserver	`io.grpc.stub.StreamObserver<ListModelsResponse>`

updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

public void updateModel(UpdateModelRequest request, StreamObserver<Model> responseObserver)

Updates a Model.

Parameters

Name	Description
request	`UpdateModelRequest`
responseObserver	`io.grpc.stub.StreamObserver<Model>`

uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

public void uploadModel(UploadModelRequest request, StreamObserver<Operation> responseObserver)

Uploads a Model artifact into Vertex AI.

Parameters

Name	Description
request	`UploadModelRequest`
responseObserver	`io.grpc.stub.StreamObserver<Operation>`