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

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>