Interface ModelServiceGrpc.AsyncService
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- All Known Implementing Classes:
ModelServiceGrpc.ModelServiceImplBase
- Enclosing class:
- ModelServiceGrpc
public static interface ModelServiceGrpc.AsyncServiceA service for managing Vertex AI's machine learning Models.
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Method Summary
All Methods Instance Methods Default Methods Modifier and Type Method Description default voidbatchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver)Imports a list of externally generated EvaluatedAnnotations.default voidbatchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)Imports a list of externally generated ModelEvaluationSlice.default voidcopyModel(CopyModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Copies an already existing Vertex AI Model into the specified Location.default voiddeleteModel(DeleteModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Deletes a Model.default voiddeleteModelVersion(DeleteModelVersionRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Deletes a Model version.default voidexportModel(ExportModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Exports a trained, exportable Model to a location specified by the user.default voidgetModel(GetModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)Gets a Model.default voidgetModelEvaluation(GetModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)Gets a ModelEvaluation.default voidgetModelEvaluationSlice(GetModelEvaluationSliceRequest request, io.grpc.stub.StreamObserver<ModelEvaluationSlice> responseObserver)Gets a ModelEvaluationSlice.default voidimportModelEvaluation(ImportModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)Imports an externally generated ModelEvaluation.default voidlistModelEvaluations(ListModelEvaluationsRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> responseObserver)Lists ModelEvaluations in a Model.default voidlistModelEvaluationSlices(ListModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)Lists ModelEvaluationSlices in a ModelEvaluation.default voidlistModels(ListModelsRequest request, io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver)Lists Models in a Location.default voidlistModelVersions(ListModelVersionsRequest request, io.grpc.stub.StreamObserver<ListModelVersionsResponse> responseObserver)Lists versions of the specified model.default voidmergeVersionAliases(MergeVersionAliasesRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)Merges a set of aliases for a Model version.default voidupdateExplanationDataset(UpdateExplanationDatasetRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Incrementally update the dataset used for an examples model.default voidupdateModel(UpdateModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)Updates a Model.default voiduploadModel(UploadModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)Uploads a Model artifact into Vertex AI.
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Method Detail
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uploadModel
default void uploadModel(UploadModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)
Uploads a Model artifact into Vertex AI.
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getModel
default void getModel(GetModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)
Gets a Model.
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listModels
default void listModels(ListModelsRequest request, io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver)
Lists Models in a Location.
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listModelVersions
default void listModelVersions(ListModelVersionsRequest request, io.grpc.stub.StreamObserver<ListModelVersionsResponse> responseObserver)
Lists versions of the specified model.
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updateModel
default void updateModel(UpdateModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)
Updates a Model.
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updateExplanationDataset
default void updateExplanationDataset(UpdateExplanationDatasetRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)
Incrementally update the dataset used for an examples model.
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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.
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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.
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mergeVersionAliases
default void mergeVersionAliases(MergeVersionAliasesRequest request, io.grpc.stub.StreamObserver<Model> responseObserver)
Merges a set of aliases for a Model version.
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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].
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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.
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importModelEvaluation
default void importModelEvaluation(ImportModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)
Imports an externally generated ModelEvaluation.
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batchImportModelEvaluationSlices
default void batchImportModelEvaluationSlices(BatchImportModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<BatchImportModelEvaluationSlicesResponse> responseObserver)
Imports a list of externally generated ModelEvaluationSlice.
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batchImportEvaluatedAnnotations
default void batchImportEvaluatedAnnotations(BatchImportEvaluatedAnnotationsRequest request, io.grpc.stub.StreamObserver<BatchImportEvaluatedAnnotationsResponse> responseObserver)
Imports a list of externally generated EvaluatedAnnotations.
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getModelEvaluation
default void getModelEvaluation(GetModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver)
Gets a ModelEvaluation.
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listModelEvaluations
default void listModelEvaluations(ListModelEvaluationsRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> responseObserver)
Lists ModelEvaluations in a Model.
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getModelEvaluationSlice
default void getModelEvaluationSlice(GetModelEvaluationSliceRequest request, io.grpc.stub.StreamObserver<ModelEvaluationSlice> responseObserver)
Gets a ModelEvaluationSlice.
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listModelEvaluationSlices
default void listModelEvaluationSlices(ListModelEvaluationSlicesRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationSlicesResponse> responseObserver)
Lists ModelEvaluationSlices in a ModelEvaluation.
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