com.google.cloud.aiplatform.v1beta1

Interface ModelServiceGrpc.AsyncService

All Known Implementing Classes:

ModelServiceGrpc.ModelServiceImplBase

Enclosing class:

ModelServiceGrpc

public static interface ModelServiceGrpc.AsyncService

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

Method Summary

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

Method Detail

uploadModel

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

 Uploads a Model artifact into Vertex AI.
 

getModel

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

 Gets a Model.
 

listModels

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

 Lists Models in a Location.
 

listModelVersions

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

 Lists versions of the specified model.
 

updateModel

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

 Updates a Model.
 

updateExplanationDataset

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

 Incrementally update the dataset used for an examples model.
 

deleteModel

default 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

default 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

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

 Merges a set of aliases for a Model version.
 

exportModel

default 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

default 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

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

 Imports an externally generated ModelEvaluation.
 

batchImportModelEvaluationSlices

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

 Imports a list of externally generated ModelEvaluationSlice.
 

batchImportEvaluatedAnnotations

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

 Imports a list of externally generated EvaluatedAnnotations.
 

getModelEvaluation

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

 Gets a ModelEvaluation.
 

listModelEvaluations

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

 Lists ModelEvaluations in a Model.
 

getModelEvaluationSlice

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

 Gets a ModelEvaluationSlice.
 

listModelEvaluationSlices

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

 Lists ModelEvaluationSlices in a ModelEvaluation.