Package com.google.cloud.aiplatform.v1

Class 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.

    • Method Detail

      • 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.

      • 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.v1.Endpoint] resource has a
 [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] based on the
 model in its
 [deployed_models][google.cloud.aiplatform.v1.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.v1.DeployedModel] created from it.
 Deleting the only version in the Model is not allowed. Use
 [DeleteModel][google.cloud.aiplatform.v1.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.v1.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.v1.Model.metadata] content to be
 region-agnostic, as well as making sure that any resources (e.g. files) it
 depends on remain accessible.