Package com.google.cloud.automl.v1

Interface AutoMlGrpc.AsyncService

All Known Implementing Classes:
AutoMlGrpc.AutoMlImplBase
Enclosing class:
AutoMlGrpc
public static interface AutoMlGrpc.AsyncService
 AutoML Server API.
 The resource names are assigned by the server.
 The server never reuses names that it has created after the resources with
 those names are deleted.
 An ID of a resource is the last element of the item's resource name. For
 `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`, then
 the id for the item is `{dataset_id}`.
 Currently the only supported `location_id` is "us-central1".
 On any input that is documented to expect a string parameter in
 snake_case or dash-case, either of those cases is accepted.

  • Method Details

    • createDataset

      default void createDataset(CreateDatasetRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Creates a dataset.

    • getDataset

      default void getDataset(GetDatasetRequest request, io.grpc.stub.StreamObserver<Dataset> responseObserver)
       Gets a dataset.

    • listDatasets

      default void listDatasets(ListDatasetsRequest request, io.grpc.stub.StreamObserver<ListDatasetsResponse> responseObserver)
       Lists datasets in a project.

    • updateDataset

      default void updateDataset(UpdateDatasetRequest request, io.grpc.stub.StreamObserver<Dataset> responseObserver)
       Updates a dataset.

    • deleteDataset

      default void deleteDataset(DeleteDatasetRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Deletes a dataset and all of its contents.
 Returns empty response in the
 [response][google.longrunning.Operation.response] field when it completes,
 and `delete_details` in the
 [metadata][google.longrunning.Operation.metadata] field.

    • importData

      default void importData(ImportDataRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Imports data into a dataset.
 For Tables this method can only be called on an empty Dataset.
 For Tables:
 *   A
 [schema_inference_version][google.cloud.automl.v1.InputConfig.params]
     parameter must be explicitly set.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.

    • exportData

      default void exportData(ExportDataRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Exports dataset's data to the provided output location.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.

    • getAnnotationSpec

      default void getAnnotationSpec(GetAnnotationSpecRequest request, io.grpc.stub.StreamObserver<AnnotationSpec> responseObserver)
       Gets an annotation spec.

    • createModel

      default void createModel(CreateModelRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Creates a model.
 Returns a Model in the [response][google.longrunning.Operation.response]
 field when it completes.
 When you create a model, several model evaluations are created for it:
 a global evaluation, and one evaluation for each annotation spec.

    • 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.

    • deleteModel

      default void deleteModel(DeleteModelRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Deletes a model.
 Returns `google.protobuf.Empty` in the
 [response][google.longrunning.Operation.response] field when it completes,
 and `delete_details` in the
 [metadata][google.longrunning.Operation.metadata] field.

    • updateModel

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

    • deployModel

      default void deployModel(DeployModelRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Deploys a model. If a model is already deployed, deploying it with the
 same parameters has no effect. Deploying with different parametrs
 (as e.g. changing
 [node_number][google.cloud.automl.v1p1beta.ImageObjectDetectionModelDeploymentMetadata.node_number])
  will reset the deployment state without pausing the model's availability.
 Only applicable for Text Classification, Image Object Detection , Tables, and Image Segmentation; all other domains manage
 deployment automatically.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.

    • undeployModel

      default void undeployModel(UndeployModelRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Undeploys a model. If the model is not deployed this method has no effect.
 Only applicable for Text Classification, Image Object Detection and Tables;
 all other domains manage deployment automatically.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.

    • exportModel

      default void exportModel(ExportModelRequest request, io.grpc.stub.StreamObserver<Operation> responseObserver)
       Exports a trained, "export-able", model to a user specified Google Cloud
 Storage location. A model is considered export-able if and only if it has
 an export format defined for it in
 [ModelExportOutputConfig][google.cloud.automl.v1.ModelExportOutputConfig].
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.

    • getModelEvaluation

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

    • listModelEvaluations

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