com.google.cloud.automl.v1beta1

Class AutoMlGrpc.AutoMlImplBase

java.lang.Object

com.google.cloud.automl.v1beta1.AutoMlGrpc.AutoMlImplBase

All Implemented Interfaces:

io.grpc.BindableService

Enclosing class:

AutoMlGrpc

public abstract static class AutoMlGrpc.AutoMlImplBase
extends Object
implements io.grpc.BindableService

 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 kebab-case, either of those cases is accepted.
 

Constructor Summary

Constructors

Constructor and Description
AutoMlImplBase()

Method Summary

Modifier and Type	Method and Description
io.grpc.ServerServiceDefinition	bindService()
void	createDataset(CreateDatasetRequest request, io.grpc.stub.StreamObserver<Dataset> responseObserver) Creates a dataset.
void	createModel(CreateModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Creates a model.
void	deleteDataset(DeleteDatasetRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a dataset and all of its contents.
void	deleteModel(DeleteModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deletes a model.
void	deployModel(DeployModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Deploys a model.
void	exportData(ExportDataRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Exports dataset's data to the provided output location.
void	exportEvaluatedExamples(ExportEvaluatedExamplesRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Exports examples on which the model was evaluated (i.e.
void	exportModel(ExportModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
void	getAnnotationSpec(GetAnnotationSpecRequest request, io.grpc.stub.StreamObserver<AnnotationSpec> responseObserver) Gets an annotation spec.
void	getColumnSpec(GetColumnSpecRequest request, io.grpc.stub.StreamObserver<ColumnSpec> responseObserver) Gets a column spec.
void	getDataset(GetDatasetRequest request, io.grpc.stub.StreamObserver<Dataset> responseObserver) Gets a dataset.
void	getModel(GetModelRequest request, io.grpc.stub.StreamObserver<Model> responseObserver) Gets a model.
void	getModelEvaluation(GetModelEvaluationRequest request, io.grpc.stub.StreamObserver<ModelEvaluation> responseObserver) Gets a model evaluation.
void	getTableSpec(GetTableSpecRequest request, io.grpc.stub.StreamObserver<TableSpec> responseObserver) Gets a table spec.
void	importData(ImportDataRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Imports data into a dataset.
void	listColumnSpecs(ListColumnSpecsRequest request, io.grpc.stub.StreamObserver<ListColumnSpecsResponse> responseObserver) Lists column specs in a table spec.
void	listDatasets(ListDatasetsRequest request, io.grpc.stub.StreamObserver<ListDatasetsResponse> responseObserver) Lists datasets in a project.
void	listModelEvaluations(ListModelEvaluationsRequest request, io.grpc.stub.StreamObserver<ListModelEvaluationsResponse> responseObserver) Lists model evaluations.
void	listModels(ListModelsRequest request, io.grpc.stub.StreamObserver<ListModelsResponse> responseObserver) Lists models.
void	listTableSpecs(ListTableSpecsRequest request, io.grpc.stub.StreamObserver<ListTableSpecsResponse> responseObserver) Lists table specs in a dataset.
void	undeployModel(UndeployModelRequest request, io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver) Undeploys a model.
void	updateColumnSpec(UpdateColumnSpecRequest request, io.grpc.stub.StreamObserver<ColumnSpec> responseObserver) Updates a column spec.
void	updateDataset(UpdateDatasetRequest request, io.grpc.stub.StreamObserver<Dataset> responseObserver) Updates a dataset.
void	updateTableSpec(UpdateTableSpecRequest request, io.grpc.stub.StreamObserver<TableSpec> responseObserver) Updates a table spec.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

AutoMlImplBase

public AutoMlImplBase()

Method Detail

createDataset

public void createDataset(CreateDatasetRequest request,
                          io.grpc.stub.StreamObserver<Dataset> responseObserver)

 Creates a dataset.
 

getDataset

public void getDataset(GetDatasetRequest request,
                       io.grpc.stub.StreamObserver<Dataset> responseObserver)

 Gets a dataset.
 

listDatasets

public void listDatasets(ListDatasetsRequest request,
                         io.grpc.stub.StreamObserver<ListDatasetsResponse> responseObserver)

 Lists datasets in a project.
 

updateDataset

public void updateDataset(UpdateDatasetRequest request,
                          io.grpc.stub.StreamObserver<Dataset> responseObserver)

 Updates a dataset.
 

deleteDataset

public void deleteDataset(DeleteDatasetRequest request,
                          io.grpc.stub.StreamObserver<com.google.longrunning.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

public void importData(ImportDataRequest request,
                       io.grpc.stub.StreamObserver<com.google.longrunning.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.v1beta1.InputConfig.params]
     parameter must be explicitly set.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
 

exportData

public void exportData(ExportDataRequest request,
                       io.grpc.stub.StreamObserver<com.google.longrunning.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

public void getAnnotationSpec(GetAnnotationSpecRequest request,
                              io.grpc.stub.StreamObserver<AnnotationSpec> responseObserver)

 Gets an annotation spec.
 

getTableSpec

public void getTableSpec(GetTableSpecRequest request,
                         io.grpc.stub.StreamObserver<TableSpec> responseObserver)

 Gets a table spec.
 

listTableSpecs

public void listTableSpecs(ListTableSpecsRequest request,
                           io.grpc.stub.StreamObserver<ListTableSpecsResponse> responseObserver)

 Lists table specs in a dataset.
 

updateTableSpec

public void updateTableSpec(UpdateTableSpecRequest request,
                            io.grpc.stub.StreamObserver<TableSpec> responseObserver)

 Updates a table spec.
 

getColumnSpec

public void getColumnSpec(GetColumnSpecRequest request,
                          io.grpc.stub.StreamObserver<ColumnSpec> responseObserver)

 Gets a column spec.
 

listColumnSpecs

public void listColumnSpecs(ListColumnSpecsRequest request,
                            io.grpc.stub.StreamObserver<ListColumnSpecsResponse> responseObserver)

 Lists column specs in a table spec.
 

updateColumnSpec

public void updateColumnSpec(UpdateColumnSpecRequest request,
                             io.grpc.stub.StreamObserver<ColumnSpec> responseObserver)

 Updates a column spec.
 

createModel

public void createModel(CreateModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.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

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

 Gets a model.
 

listModels

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

 Lists models.
 

deleteModel

public void deleteModel(DeleteModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.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.
 

deployModel

public void deployModel(DeployModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.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.v1beta1.ImageObjectDetectionModelDeploymentMetadata.node_number])
  will reset the deployment state without pausing the model's availability.
 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.
 

undeployModel

public void undeployModel(UndeployModelRequest request,
                          io.grpc.stub.StreamObserver<com.google.longrunning.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

public void exportModel(ExportModelRequest request,
                        io.grpc.stub.StreamObserver<com.google.longrunning.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.v1beta1.ModelExportOutputConfig].
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
 

exportEvaluatedExamples

public void exportEvaluatedExamples(ExportEvaluatedExamplesRequest request,
                                    io.grpc.stub.StreamObserver<com.google.longrunning.Operation> responseObserver)

 Exports examples on which the model was evaluated (i.e. which were in the
 TEST set of the dataset the model was created from), together with their
 ground truth annotations and the annotations created (predicted) by the
 model.
 The examples, ground truth and predictions are exported in the state
 they were at the moment the model was evaluated.
 This export is available only for 30 days since the model evaluation is
 created.
 Currently only available for Tables.
 Returns an empty response in the
 [response][google.longrunning.Operation.response] field when it completes.
 

getModelEvaluation

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

 Gets a model evaluation.
 

listModelEvaluations

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

 Lists model evaluations.
 

bindService

public final io.grpc.ServerServiceDefinition bindService()

Specified by:

bindService in interface io.grpc.BindableService