com.google.cloud.aiplatform.v1beta1

Class ModelServiceGrpc.ModelServiceStub

java.lang.Object

io.grpc.stub.AbstractStub<S>

io.grpc.stub.AbstractAsyncStub<ModelServiceGrpc.ModelServiceStub>

com.google.cloud.aiplatform.v1beta1.ModelServiceGrpc.ModelServiceStub

Enclosing class:

ModelServiceGrpc

public static final class ModelServiceGrpc.ModelServiceStub
extends io.grpc.stub.AbstractAsyncStub<ModelServiceGrpc.ModelServiceStub>

A stub to allow clients to do asynchronous rpc calls to service ModelService.

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

Nested Class Summary

Nested classes/interfaces inherited from class io.grpc.stub.AbstractStub

io.grpc.stub.AbstractStub.StubFactory<T extends io.grpc.stub.AbstractStub<T>>

Method Summary

Modifier and Type	Method and Description
void	batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver) Imports a list of externally generated EvaluatedAnnotations.
void	batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver) Imports a list of externally generated ModelEvaluationSlice.
protected ModelServiceGrpc.ModelServiceStub	build(io.grpc.Channel channel, io.grpc.CallOptions callOptions)
void	copyModel(CopyModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Copies an already existing Vertex AI Model into the specified Location.
void	deleteModel(DeleteModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a Model.
void	deleteModelVersion(DeleteModelVersionRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a Model version.
void	exportModel(ExportModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Exports a trained, exportable Model to a location specified by the user.
void	getModel(GetModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver) Gets a Model.
void	getModelEvaluation(GetModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver) Gets a ModelEvaluation.
void	getModelEvaluationSlice(GetModelEvaluationSliceRequest request, io.grpc.stub.StreamObserver<ModelEvaluationSlice> responseObserver) Gets a ModelEvaluationSlice.
void	importModelEvaluation(ImportModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver) Imports an externally generated ModelEvaluation.
void	listModelEvaluations(ListModelEvaluationsRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> responseObserver) Lists ModelEvaluations in a Model.
void	listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse> responseObserver) Lists ModelEvaluationSlices in a ModelEvaluation.
void	listModels(ListModelsRequest request, io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver) Lists Models in a Location.
void	listModelVersions(ListModelVersionsRequest request, io.grpc.stub.StreamObserver<ListModelVersionsResponse> responseObserver) Lists versions of the specified model.
void	mergeVersionAliases(MergeVersionAliasesRequest request, io.grpc.stub.StreamObserver<Model> responseObserver) Merges a set of aliases for a Model version.
void	updateExplanationDataset(UpdateExplanationDatasetRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Incrementally update the dataset used for an examples model.
void	updateModel(UpdateModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver) Updates a Model.
void	uploadModel(UploadModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Uploads a Model artifact into Vertex AI.

Methods inherited from class io.grpc.stub.AbstractAsyncStub

newStub, newStub

Methods inherited from class io.grpc.stub.AbstractStub

getCallOptions, getChannel, withCallCredentials, withChannel, withCompression, withDeadline, withDeadlineAfter, withExecutor, withInterceptors, withMaxInboundMessageSize, withMaxOutboundMessageSize, withOption, withWaitForReady

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

build

protected ModelServiceGrpc.ModelServiceStub build(io.grpc.Channel channel,
                                                  io.grpc.CallOptions callOptions)

Specified by:

build in class io.grpc.stub.AbstractStub<ModelServiceGrpc.ModelServiceStub>

uploadModel

public void uploadModel(UploadModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Uploads a Model artifact into Vertex AI.
 

getModel

public void getModel(GetModelRequest request,
                     io.grpc.stub.StreamObserver<Model> responseObserver)

 Gets a Model.
 

listModels

public void listModels(ListModelsRequest request,
                       io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver)

 Lists Models in a Location.
 

listModelVersions

public void listModelVersions(ListModelVersionsRequest request,
                              io.grpc.stub.StreamObserver<ListModelVersionsResponse> responseObserver)

 Lists versions of the specified model.
 

updateModel

public void updateModel(UpdateModelRequest request,
                        io.grpc.stub.StreamObserver<Model> responseObserver)

 Updates a Model.
 

updateExplanationDataset

public void updateExplanationDataset(UpdateExplanationDatasetRequest request,
                                     io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Incrementally update the dataset used for an examples model.
 

deleteModel

public void deleteModel(DeleteModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a Model.
 A model cannot be deleted if any
 [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a
 [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the
 model in its
 [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models]
 field.
 

deleteModelVersion

public void deleteModelVersion(DeleteModelVersionRequest request,
                               io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Deletes a Model version.
 Model version can only be deleted if there are no
 [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created
 from it. Deleting the only version in the Model is not allowed. Use
 [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for
 deleting the Model instead.
 

mergeVersionAliases

public void mergeVersionAliases(MergeVersionAliasesRequest request,
                                io.grpc.stub.StreamObserver<Model> responseObserver)

 Merges a set of aliases for a Model version.
 

exportModel

public void exportModel(ExportModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.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][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].
 

copyModel

public void copyModel(CopyModelRequest request,
                      io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Copies an already existing Vertex AI Model into the specified Location.
 The source Model must exist in the same Project.
 When copying custom Models, the users themselves are responsible for
 [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to
 be region-agnostic, as well as making sure that any resources (e.g. files)
 it depends on remain accessible.
 

importModelEvaluation

public void importModelEvaluation(ImportModelEvaluationRequest request,
                                  io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)

 Imports an externally generated ModelEvaluation.
 

batchImportModelEvaluationSlices

public void batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request,
                                             io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)

 Imports a list of externally generated ModelEvaluationSlice.
 

batchImportEvaluatedAnnotations

public void batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request,
                                            io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver)

 Imports a list of externally generated EvaluatedAnnotations.
 

getModelEvaluation

public void getModelEvaluation(GetModelEvaluationRequest request,
                               io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)

 Gets a ModelEvaluation.
 

listModelEvaluations

public void listModelEvaluations(ListModelEvaluationsRequest request,
                                 io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> responseObserver)

 Lists ModelEvaluations in a Model.
 

getModelEvaluationSlice

public void getModelEvaluationSlice(GetModelEvaluationSliceRequest request,
                                    io.grpc.stub.StreamObserver<ModelEvaluationSlice> responseObserver)

 Gets a ModelEvaluationSlice.
 

listModelEvaluationSlices

public void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request,
                                      io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)

 Lists ModelEvaluationSlices in a ModelEvaluation.