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public static interface ModelServiceGrpc.AsyncServiceA service for managing Vertex AI's machine learning Models.
Methods
batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, StreamObserver responseObserver)
public default void batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, StreamObserverImports a list of externally generated EvaluatedAnnotations.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchImportEvaluatedAnnotationsRequest |
responseObserver |
io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse> |
batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserver responseObserver)
public default void batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, StreamObserverImports a list of externally generated ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request |
BatchImportModelEvaluationSlicesRequest |
responseObserver |
io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse> |
copyModel(CopyModelRequest request, StreamObserver responseObserver)
public default void copyModel(CopyModelRequest request, StreamObserverCopies 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 content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.
| Parameters | |
|---|---|
| Name | Description |
request |
CopyModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteModel(DeleteModelRequest request, StreamObserver responseObserver)
public default void deleteModel(DeleteModelRequest request, StreamObserverDeletes a Model. A model cannot be deleted if any Endpoint resource has a DeployedModel based on the model in its deployed_models field.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
deleteModelVersion(DeleteModelVersionRequest request, StreamObserver responseObserver)
public default void deleteModelVersion(DeleteModelVersionRequest request, StreamObserverDeletes a Model version. Model version can only be deleted if there are no DeployedModels created from it. Deleting the only version in the Model is not allowed. Use DeleteModel for deleting the Model instead.
| Parameters | |
|---|---|
| Name | Description |
request |
DeleteModelVersionRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
exportModel(ExportModelRequest request, StreamObserver responseObserver)
public default void exportModel(ExportModelRequest request, StreamObserverExports 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 responseObserver)
public default void getModel(GetModelRequest request, StreamObserverGets a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Model> |
getModelEvaluation(GetModelEvaluationRequest request, StreamObserver responseObserver)
public default void getModelEvaluation(GetModelEvaluationRequest request, StreamObserverGets a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelEvaluationRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelEvaluation> |
getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserver responseObserver)
public default void getModelEvaluationSlice(GetModelEvaluationSliceRequest request, StreamObserverGets a ModelEvaluationSlice.
| Parameters | |
|---|---|
| Name | Description |
request |
GetModelEvaluationSliceRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelEvaluationSlice> |
importModelEvaluation(ImportModelEvaluationRequest request, StreamObserver responseObserver)
public default void importModelEvaluation(ImportModelEvaluationRequest request, StreamObserverImports an externally generated ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
ImportModelEvaluationRequest |
responseObserver |
io.grpc.stub.StreamObserver<ModelEvaluation> |
listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserver responseObserver)
public default void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, StreamObserverLists ModelEvaluationSlices in a ModelEvaluation.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelEvaluationSlicesRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse> |
listModelEvaluations(ListModelEvaluationsRequest request, StreamObserver responseObserver)
public default void listModelEvaluations(ListModelEvaluationsRequest request, StreamObserverLists ModelEvaluations in a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelEvaluationsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> |
listModelVersionCheckpoints(ListModelVersionCheckpointsRequest request, StreamObserver responseObserver)
public default void listModelVersionCheckpoints(ListModelVersionCheckpointsRequest request, StreamObserverLists checkpoints of the specified model version.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelVersionCheckpointsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelVersionCheckpointsResponse> |
listModelVersions(ListModelVersionsRequest request, StreamObserver responseObserver)
public default void listModelVersions(ListModelVersionsRequest request, StreamObserverLists versions of the specified model.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelVersionsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelVersionsResponse> |
listModels(ListModelsRequest request, StreamObserver responseObserver)
public default void listModels(ListModelsRequest request, StreamObserverLists Models in a Location.
| Parameters | |
|---|---|
| Name | Description |
request |
ListModelsRequest |
responseObserver |
io.grpc.stub.StreamObserver<ListModelsResponse> |
mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserver responseObserver)
public default void mergeVersionAliases(MergeVersionAliasesRequest request, StreamObserverMerges a set of aliases for a Model version.
| Parameters | |
|---|---|
| Name | Description |
request |
MergeVersionAliasesRequest |
responseObserver |
io.grpc.stub.StreamObserver<Model> |
updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserver responseObserver)
public default void updateExplanationDataset(UpdateExplanationDatasetRequest request, StreamObserverIncrementally update the dataset used for an examples model.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateExplanationDatasetRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |
updateModel(UpdateModelRequest request, StreamObserver responseObserver)
public default void updateModel(UpdateModelRequest request, StreamObserverUpdates a Model.
| Parameters | |
|---|---|
| Name | Description |
request |
UpdateModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Model> |
uploadModel(UploadModelRequest request, StreamObserver responseObserver)
public default void uploadModel(UploadModelRequest request, StreamObserverUploads a Model artifact into Vertex AI.
| Parameters | |
|---|---|
| Name | Description |
request |
UploadModelRequest |
responseObserver |
io.grpc.stub.StreamObserver<Operation> |