AutoMlClient (Google Cloud AutoML 2.3.17 API)

java.lang.Object
- com.google.cloud.automl.v1beta1.AutoMlClient

All Implemented Interfaces:: com.google.api.gax.core.BackgroundResource, AutoCloseable

@BetaApi
 @Generated(value="by gapic-generator-java")
public class AutoMlClient
extends Object
implements com.google.api.gax.core.BackgroundResource

Service Description: 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.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = autoMlClient.createDataset(parent, dataset);
 }

Note: close() needs to be called on the AutoMlClient object to clean up resources such as threads. In the example above, try-with-resources is used, which automatically calls close().

The surface of this class includes several types of Java methods for each of the API's methods:

A "flattened" method. With this type of method, the fields of the request type have been converted into function parameters. It may be the case that not all fields are available as parameters, and not every API method will have a flattened method entry point.
A "request object" method. This type of method only takes one parameter, a request object, which must be constructed before the call. Not every API method will have a request object method.
A "callable" method. This type of method takes no parameters and returns an immutable API callable object, which can be used to initiate calls to the service.

See the individual methods for example code.

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parse method to extract the individual identifiers contained within names that are returned.

This class can be customized by passing in a custom instance of AutoMlSettings to create(). For example:

To customize credentials:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 AutoMlSettings autoMlSettings =
     AutoMlSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 AutoMlClient autoMlClient = AutoMlClient.create(autoMlSettings);

To customize the endpoint:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 AutoMlSettings autoMlSettings = AutoMlSettings.newBuilder().setEndpoint(myEndpoint).build();
 AutoMlClient autoMlClient = AutoMlClient.create(autoMlSettings);

To use REST (HTTP1.1/JSON) transport (instead of gRPC) for sending and receiving requests over the wire:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 AutoMlSettings autoMlSettings =
     AutoMlSettings.newBuilder()
         .setTransportChannelProvider(
             AutoMlSettings.defaultHttpJsonTransportProviderBuilder().build())
         .build();
 AutoMlClient autoMlClient = AutoMlClient.create(autoMlSettings);

Please refer to the GitHub repository's samples for more quickstart code snippets.

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`AutoMlClient.ListColumnSpecsFixedSizeCollection`
`static class`	`AutoMlClient.ListColumnSpecsPage`
`static class`	`AutoMlClient.ListColumnSpecsPagedResponse`
`static class`	`AutoMlClient.ListDatasetsFixedSizeCollection`
`static class`	`AutoMlClient.ListDatasetsPage`
`static class`	`AutoMlClient.ListDatasetsPagedResponse`
`static class`	`AutoMlClient.ListModelEvaluationsFixedSizeCollection`
`static class`	`AutoMlClient.ListModelEvaluationsPage`
`static class`	`AutoMlClient.ListModelEvaluationsPagedResponse`
`static class`	`AutoMlClient.ListModelsFixedSizeCollection`
`static class`	`AutoMlClient.ListModelsPage`
`static class`	`AutoMlClient.ListModelsPagedResponse`
`static class`	`AutoMlClient.ListTableSpecsFixedSizeCollection`
`static class`	`AutoMlClient.ListTableSpecsPage`
`static class`	`AutoMlClient.ListTableSpecsPagedResponse`

Constructor Summary

Constructors
Modifier	Constructor and Description
`protected`	`AutoMlClient(AutoMlSettings settings)` Constructs an instance of AutoMlClient, using the given settings.
`protected`	`AutoMlClient(AutoMlStub stub)`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`boolean`	`awaitTermination(long duration, TimeUnit unit)`
`void`	`close()`
`static AutoMlClient`	`create()` Constructs an instance of AutoMlClient with default settings.
`static AutoMlClient`	`create(AutoMlSettings settings)` Constructs an instance of AutoMlClient, using the given settings.
`static AutoMlClient`	`create(AutoMlStub stub)` Constructs an instance of AutoMlClient, using the given stub for making calls.
`Dataset`	`createDataset(CreateDatasetRequest request)` Creates a dataset.
`Dataset`	`createDataset(LocationName parent, Dataset dataset)` Creates a dataset.
`Dataset`	`createDataset(String parent, Dataset dataset)` Creates a dataset.
`com.google.api.gax.rpc.UnaryCallable<CreateDatasetRequest,Dataset>`	`createDatasetCallable()` Creates a dataset.
`com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata>`	`createModelAsync(CreateModelRequest request)` Creates a model.
`com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata>`	`createModelAsync(LocationName parent, Model model)` Creates a model.
`com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata>`	`createModelAsync(String parent, Model model)` Creates a model.
`com.google.api.gax.rpc.UnaryCallable<CreateModelRequest,com.google.longrunning.Operation>`	`createModelCallable()` Creates a model.
`com.google.api.gax.rpc.OperationCallable<CreateModelRequest,Model,OperationMetadata>`	`createModelOperationCallable()` Creates a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteDatasetAsync(DatasetName name)` Deletes a dataset and all of its contents.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteDatasetAsync(DeleteDatasetRequest request)` Deletes a dataset and all of its contents.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteDatasetAsync(String name)` Deletes a dataset and all of its contents.
`com.google.api.gax.rpc.UnaryCallable<DeleteDatasetRequest,com.google.longrunning.Operation>`	`deleteDatasetCallable()` Deletes a dataset and all of its contents.
`com.google.api.gax.rpc.OperationCallable<DeleteDatasetRequest,com.google.protobuf.Empty,OperationMetadata>`	`deleteDatasetOperationCallable()` Deletes a dataset and all of its contents.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteModelAsync(DeleteModelRequest request)` Deletes a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteModelAsync(ModelName name)` Deletes a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deleteModelAsync(String name)` Deletes a model.
`com.google.api.gax.rpc.UnaryCallable<DeleteModelRequest,com.google.longrunning.Operation>`	`deleteModelCallable()` Deletes a model.
`com.google.api.gax.rpc.OperationCallable<DeleteModelRequest,com.google.protobuf.Empty,OperationMetadata>`	`deleteModelOperationCallable()` Deletes a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deployModelAsync(DeployModelRequest request)` Deploys a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deployModelAsync(ModelName name)` Deploys a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`deployModelAsync(String name)` Deploys a model.
`com.google.api.gax.rpc.UnaryCallable<DeployModelRequest,com.google.longrunning.Operation>`	`deployModelCallable()` Deploys a model.
`com.google.api.gax.rpc.OperationCallable<DeployModelRequest,com.google.protobuf.Empty,OperationMetadata>`	`deployModelOperationCallable()` Deploys a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportDataAsync(DatasetName name, OutputConfig outputConfig)` Exports dataset's data to the provided output location.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportDataAsync(ExportDataRequest request)` Exports dataset's data to the provided output location.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportDataAsync(String name, OutputConfig outputConfig)` Exports dataset's data to the provided output location.
`com.google.api.gax.rpc.UnaryCallable<ExportDataRequest,com.google.longrunning.Operation>`	`exportDataCallable()` Exports dataset's data to the provided output location.
`com.google.api.gax.rpc.OperationCallable<ExportDataRequest,com.google.protobuf.Empty,OperationMetadata>`	`exportDataOperationCallable()` Exports dataset's data to the provided output location.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportEvaluatedExamplesAsync(ExportEvaluatedExamplesRequest request)` Exports examples on which the model was evaluated (i.e.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportEvaluatedExamplesAsync(ModelName name, ExportEvaluatedExamplesOutputConfig outputConfig)` Exports examples on which the model was evaluated (i.e.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportEvaluatedExamplesAsync(String name, ExportEvaluatedExamplesOutputConfig outputConfig)` Exports examples on which the model was evaluated (i.e.
`com.google.api.gax.rpc.UnaryCallable<ExportEvaluatedExamplesRequest,com.google.longrunning.Operation>`	`exportEvaluatedExamplesCallable()` Exports examples on which the model was evaluated (i.e.
`com.google.api.gax.rpc.OperationCallable<ExportEvaluatedExamplesRequest,com.google.protobuf.Empty,OperationMetadata>`	`exportEvaluatedExamplesOperationCallable()` Exports examples on which the model was evaluated (i.e.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportModelAsync(ExportModelRequest request)` Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportModelAsync(ModelName name, ModelExportOutputConfig outputConfig)` Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`exportModelAsync(String name, ModelExportOutputConfig outputConfig)` Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`com.google.api.gax.rpc.UnaryCallable<ExportModelRequest,com.google.longrunning.Operation>`	`exportModelCallable()` Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`com.google.api.gax.rpc.OperationCallable<ExportModelRequest,com.google.protobuf.Empty,OperationMetadata>`	`exportModelOperationCallable()` Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`AnnotationSpec`	`getAnnotationSpec(AnnotationSpecName name)` Gets an annotation spec.
`AnnotationSpec`	`getAnnotationSpec(GetAnnotationSpecRequest request)` Gets an annotation spec.
`AnnotationSpec`	`getAnnotationSpec(String name)` Gets an annotation spec.
`com.google.api.gax.rpc.UnaryCallable<GetAnnotationSpecRequest,AnnotationSpec>`	`getAnnotationSpecCallable()` Gets an annotation spec.
`ColumnSpec`	`getColumnSpec(ColumnSpecName name)` Gets a column spec.
`ColumnSpec`	`getColumnSpec(GetColumnSpecRequest request)` Gets a column spec.
`ColumnSpec`	`getColumnSpec(String name)` Gets a column spec.
`com.google.api.gax.rpc.UnaryCallable<GetColumnSpecRequest,ColumnSpec>`	`getColumnSpecCallable()` Gets a column spec.
`Dataset`	`getDataset(DatasetName name)` Gets a dataset.
`Dataset`	`getDataset(GetDatasetRequest request)` Gets a dataset.
`Dataset`	`getDataset(String name)` Gets a dataset.
`com.google.api.gax.rpc.UnaryCallable<GetDatasetRequest,Dataset>`	`getDatasetCallable()` Gets a dataset.
`com.google.api.gax.httpjson.longrunning.OperationsClient`	`getHttpJsonOperationsClient()` Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.
`Model`	`getModel(GetModelRequest request)` Gets a model.
`Model`	`getModel(ModelName name)` Gets a model.
`Model`	`getModel(String name)` Gets a model.
`com.google.api.gax.rpc.UnaryCallable<GetModelRequest,Model>`	`getModelCallable()` Gets a model.
`ModelEvaluation`	`getModelEvaluation(GetModelEvaluationRequest request)` Gets a model evaluation.
`ModelEvaluation`	`getModelEvaluation(ModelEvaluationName name)` Gets a model evaluation.
`ModelEvaluation`	`getModelEvaluation(String name)` Gets a model evaluation.
`com.google.api.gax.rpc.UnaryCallable<GetModelEvaluationRequest,ModelEvaluation>`	`getModelEvaluationCallable()` Gets a model evaluation.
`com.google.longrunning.OperationsClient`	`getOperationsClient()` Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.
`AutoMlSettings`	`getSettings()`
`AutoMlStub`	`getStub()`
`TableSpec`	`getTableSpec(GetTableSpecRequest request)` Gets a table spec.
`TableSpec`	`getTableSpec(String name)` Gets a table spec.
`TableSpec`	`getTableSpec(TableSpecName name)` Gets a table spec.
`com.google.api.gax.rpc.UnaryCallable<GetTableSpecRequest,TableSpec>`	`getTableSpecCallable()` Gets a table spec.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`importDataAsync(DatasetName name, InputConfig inputConfig)` Imports data into a dataset.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`importDataAsync(ImportDataRequest request)` Imports data into a dataset.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`importDataAsync(String name, InputConfig inputConfig)` Imports data into a dataset.
`com.google.api.gax.rpc.UnaryCallable<ImportDataRequest,com.google.longrunning.Operation>`	`importDataCallable()` Imports data into a dataset.
`com.google.api.gax.rpc.OperationCallable<ImportDataRequest,com.google.protobuf.Empty,OperationMetadata>`	`importDataOperationCallable()` Imports data into a dataset.
`boolean`	`isShutdown()`
`boolean`	`isTerminated()`
`AutoMlClient.ListColumnSpecsPagedResponse`	`listColumnSpecs(ListColumnSpecsRequest request)` Lists column specs in a table spec.
`AutoMlClient.ListColumnSpecsPagedResponse`	`listColumnSpecs(String parent)` Lists column specs in a table spec.
`AutoMlClient.ListColumnSpecsPagedResponse`	`listColumnSpecs(TableSpecName parent)` Lists column specs in a table spec.
`com.google.api.gax.rpc.UnaryCallable<ListColumnSpecsRequest,ListColumnSpecsResponse>`	`listColumnSpecsCallable()` Lists column specs in a table spec.
`com.google.api.gax.rpc.UnaryCallable<ListColumnSpecsRequest,AutoMlClient.ListColumnSpecsPagedResponse>`	`listColumnSpecsPagedCallable()` Lists column specs in a table spec.
`AutoMlClient.ListDatasetsPagedResponse`	`listDatasets(ListDatasetsRequest request)` Lists datasets in a project.
`AutoMlClient.ListDatasetsPagedResponse`	`listDatasets(LocationName parent)` Lists datasets in a project.
`AutoMlClient.ListDatasetsPagedResponse`	`listDatasets(String parent)` Lists datasets in a project.
`com.google.api.gax.rpc.UnaryCallable<ListDatasetsRequest,ListDatasetsResponse>`	`listDatasetsCallable()` Lists datasets in a project.
`com.google.api.gax.rpc.UnaryCallable<ListDatasetsRequest,AutoMlClient.ListDatasetsPagedResponse>`	`listDatasetsPagedCallable()` Lists datasets in a project.
`AutoMlClient.ListModelEvaluationsPagedResponse`	`listModelEvaluations(ListModelEvaluationsRequest request)` Lists model evaluations.
`AutoMlClient.ListModelEvaluationsPagedResponse`	`listModelEvaluations(ModelName parent)` Lists model evaluations.
`AutoMlClient.ListModelEvaluationsPagedResponse`	`listModelEvaluations(String parent)` Lists model evaluations.
`com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,ListModelEvaluationsResponse>`	`listModelEvaluationsCallable()` Lists model evaluations.
`com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,AutoMlClient.ListModelEvaluationsPagedResponse>`	`listModelEvaluationsPagedCallable()` Lists model evaluations.
`AutoMlClient.ListModelsPagedResponse`	`listModels(ListModelsRequest request)` Lists models.
`AutoMlClient.ListModelsPagedResponse`	`listModels(LocationName parent)` Lists models.
`AutoMlClient.ListModelsPagedResponse`	`listModels(String parent)` Lists models.
`com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,ListModelsResponse>`	`listModelsCallable()` Lists models.
`com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,AutoMlClient.ListModelsPagedResponse>`	`listModelsPagedCallable()` Lists models.
`AutoMlClient.ListTableSpecsPagedResponse`	`listTableSpecs(DatasetName parent)` Lists table specs in a dataset.
`AutoMlClient.ListTableSpecsPagedResponse`	`listTableSpecs(ListTableSpecsRequest request)` Lists table specs in a dataset.
`AutoMlClient.ListTableSpecsPagedResponse`	`listTableSpecs(String parent)` Lists table specs in a dataset.
`com.google.api.gax.rpc.UnaryCallable<ListTableSpecsRequest,ListTableSpecsResponse>`	`listTableSpecsCallable()` Lists table specs in a dataset.
`com.google.api.gax.rpc.UnaryCallable<ListTableSpecsRequest,AutoMlClient.ListTableSpecsPagedResponse>`	`listTableSpecsPagedCallable()` Lists table specs in a dataset.
`void`	`shutdown()`
`void`	`shutdownNow()`
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`undeployModelAsync(ModelName name)` Undeploys a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`undeployModelAsync(String name)` Undeploys a model.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata>`	`undeployModelAsync(UndeployModelRequest request)` Undeploys a model.
`com.google.api.gax.rpc.UnaryCallable<UndeployModelRequest,com.google.longrunning.Operation>`	`undeployModelCallable()` Undeploys a model.
`com.google.api.gax.rpc.OperationCallable<UndeployModelRequest,com.google.protobuf.Empty,OperationMetadata>`	`undeployModelOperationCallable()` Undeploys a model.
`ColumnSpec`	`updateColumnSpec(ColumnSpec columnSpec)` Updates a column spec.
`ColumnSpec`	`updateColumnSpec(UpdateColumnSpecRequest request)` Updates a column spec.
`com.google.api.gax.rpc.UnaryCallable<UpdateColumnSpecRequest,ColumnSpec>`	`updateColumnSpecCallable()` Updates a column spec.
`Dataset`	`updateDataset(Dataset dataset)` Updates a dataset.
`Dataset`	`updateDataset(UpdateDatasetRequest request)` Updates a dataset.
`com.google.api.gax.rpc.UnaryCallable<UpdateDatasetRequest,Dataset>`	`updateDatasetCallable()` Updates a dataset.
`TableSpec`	`updateTableSpec(TableSpec tableSpec)` Updates a table spec.
`TableSpec`	`updateTableSpec(UpdateTableSpecRequest request)` Updates a table spec.
`com.google.api.gax.rpc.UnaryCallable<UpdateTableSpecRequest,TableSpec>`	`updateTableSpecCallable()` Updates a table spec.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail
- AutoMlClient
```
protected AutoMlClient(AutoMlSettings settings)
                throws IOException
```
  Constructs an instance of AutoMlClient, using the given settings. This is protected so that it is easy to make a subclass, but otherwise, the static factory methods should be preferred.
  
  Throws:
  
  IOException
- AutoMlClient
```
protected AutoMlClient(AutoMlStub stub)
```

Method Detail

create

public static final AutoMlClient create()
                                 throws IOException

Constructs an instance of AutoMlClient with default settings.

Throws:: IOException

create
```
public static final AutoMlClient create(AutoMlSettings settings)
                                 throws IOException
```
Constructs an instance of AutoMlClient, using the given settings. The channels are created based on the settings passed in, or defaults for any settings that are not set.

Throws:

IOException

create
```
public static final AutoMlClient create(AutoMlStub stub)
```
Constructs an instance of AutoMlClient, using the given stub for making calls. This is for advanced usage - prefer using create(AutoMlSettings).

getSettings

public final AutoMlSettings getSettings()

getStub
```
public AutoMlStub getStub()
```

getOperationsClient
```
public final com.google.longrunning.OperationsClient getOperationsClient()
```
Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.

getHttpJsonOperationsClient
```
@BetaApi
public final com.google.api.gax.httpjson.longrunning.OperationsClient getHttpJsonOperationsClient()
```
Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.

createDataset

public final Dataset createDataset(LocationName parent,
                                   Dataset dataset)

Creates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = autoMlClient.createDataset(parent, dataset);
 }

Parameters:: parent - Required. The resource name of the project to create the dataset for.; dataset - Required. The dataset to create.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createDataset

public final Dataset createDataset(String parent,
                                   Dataset dataset)

Creates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = autoMlClient.createDataset(parent, dataset);
 }

Parameters:: parent - Required. The resource name of the project to create the dataset for.; dataset - Required. The dataset to create.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createDataset

public final Dataset createDataset(CreateDatasetRequest request)

Creates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   CreateDatasetRequest request =
       CreateDatasetRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataset(Dataset.newBuilder().build())
           .build();
   Dataset response = autoMlClient.createDataset(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createDatasetCallable

public final com.google.api.gax.rpc.UnaryCallable<CreateDatasetRequest,Dataset> createDatasetCallable()

Creates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   CreateDatasetRequest request =
       CreateDatasetRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataset(Dataset.newBuilder().build())
           .build();
   ApiFuture<Dataset> future = autoMlClient.createDatasetCallable().futureCall(request);
   // Do something.
   Dataset response = future.get();
 }

getDataset

public final Dataset getDataset(DatasetName name)

Gets a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DatasetName name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
   Dataset response = autoMlClient.getDataset(name);
 }

Parameters:: name - Required. The resource name of the dataset to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getDataset

public final Dataset getDataset(String name)

Gets a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString();
   Dataset response = autoMlClient.getDataset(name);
 }

Parameters:: name - Required. The resource name of the dataset to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getDataset

public final Dataset getDataset(GetDatasetRequest request)

Gets a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetDatasetRequest request =
       GetDatasetRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .build();
   Dataset response = autoMlClient.getDataset(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getDatasetCallable

public final com.google.api.gax.rpc.UnaryCallable<GetDatasetRequest,Dataset> getDatasetCallable()

Gets a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetDatasetRequest request =
       GetDatasetRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .build();
   ApiFuture<Dataset> future = autoMlClient.getDatasetCallable().futureCall(request);
   // Do something.
   Dataset response = future.get();
 }

listDatasets

public final AutoMlClient.ListDatasetsPagedResponse listDatasets(LocationName parent)

Lists datasets in a project.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (Dataset element : autoMlClient.listDatasets(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the project from which to list datasets.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listDatasets

public final AutoMlClient.ListDatasetsPagedResponse listDatasets(String parent)

Lists datasets in a project.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (Dataset element : autoMlClient.listDatasets(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the project from which to list datasets.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listDatasets

public final AutoMlClient.ListDatasetsPagedResponse listDatasets(ListDatasetsRequest request)

Lists datasets in a project.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListDatasetsRequest request =
       ListDatasetsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Dataset element : autoMlClient.listDatasets(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listDatasetsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListDatasetsRequest,AutoMlClient.ListDatasetsPagedResponse> listDatasetsPagedCallable()

Lists datasets in a project.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListDatasetsRequest request =
       ListDatasetsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Dataset> future = autoMlClient.listDatasetsPagedCallable().futureCall(request);
   // Do something.
   for (Dataset element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

listDatasetsCallable

public final com.google.api.gax.rpc.UnaryCallable<ListDatasetsRequest,ListDatasetsResponse> listDatasetsCallable()

Lists datasets in a project.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListDatasetsRequest request =
       ListDatasetsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListDatasetsResponse response = autoMlClient.listDatasetsCallable().call(request);
     for (Dataset element : response.getDatasetsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

updateDataset

public final Dataset updateDataset(Dataset dataset)

Updates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = autoMlClient.updateDataset(dataset);
 }

Parameters:: dataset - Required. The dataset which replaces the resource on the server.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateDataset

public final Dataset updateDataset(UpdateDatasetRequest request)

Updates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateDatasetRequest request =
       UpdateDatasetRequest.newBuilder()
           .setDataset(Dataset.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Dataset response = autoMlClient.updateDataset(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateDatasetCallable

public final com.google.api.gax.rpc.UnaryCallable<UpdateDatasetRequest,Dataset> updateDatasetCallable()

Updates a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateDatasetRequest request =
       UpdateDatasetRequest.newBuilder()
           .setDataset(Dataset.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Dataset> future = autoMlClient.updateDatasetCallable().futureCall(request);
   // Do something.
   Dataset response = future.get();
 }

deleteDatasetAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteDatasetAsync(DatasetName name)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DatasetName name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
   autoMlClient.deleteDatasetAsync(name).get();
 }

Parameters:: name - Required. The resource name of the dataset to delete.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteDatasetAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteDatasetAsync(String name)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString();
   autoMlClient.deleteDatasetAsync(name).get();
 }

Parameters:: name - Required. The resource name of the dataset to delete.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteDatasetAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteDatasetAsync(DeleteDatasetRequest request)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteDatasetRequest request =
       DeleteDatasetRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .build();
   autoMlClient.deleteDatasetAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteDatasetOperationCallable

public final com.google.api.gax.rpc.OperationCallable<DeleteDatasetRequest,com.google.protobuf.Empty,OperationMetadata> deleteDatasetOperationCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteDatasetRequest request =
       DeleteDatasetRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.deleteDatasetOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

deleteDatasetCallable

public final com.google.api.gax.rpc.UnaryCallable<DeleteDatasetRequest,com.google.longrunning.Operation> deleteDatasetCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteDatasetRequest request =
       DeleteDatasetRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .build();
   ApiFuture<Operation> future = autoMlClient.deleteDatasetCallable().futureCall(request);
   // Do something.
   future.get();
 }

importDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> importDataAsync(DatasetName name,
                                                                                                                         InputConfig inputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DatasetName name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
   InputConfig inputConfig = InputConfig.newBuilder().build();
   autoMlClient.importDataAsync(name, inputConfig).get();
 }

Parameters:: name - Required. Dataset name. Dataset must already exist. All imported annotations and examples will be added.; inputConfig - Required. The desired input location and its domain specific semantics, if any.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

importDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> importDataAsync(String name,
                                                                                                                         InputConfig inputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString();
   InputConfig inputConfig = InputConfig.newBuilder().build();
   autoMlClient.importDataAsync(name, inputConfig).get();
 }

Parameters:: name - Required. Dataset name. Dataset must already exist. All imported annotations and examples will be added.; inputConfig - Required. The desired input location and its domain specific semantics, if any.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

importDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> importDataAsync(ImportDataRequest request)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ImportDataRequest request =
       ImportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setInputConfig(InputConfig.newBuilder().build())
           .build();
   autoMlClient.importDataAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

importDataOperationCallable

public final com.google.api.gax.rpc.OperationCallable<ImportDataRequest,com.google.protobuf.Empty,OperationMetadata> importDataOperationCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ImportDataRequest request =
       ImportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setInputConfig(InputConfig.newBuilder().build())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.importDataOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

importDataCallable

public final com.google.api.gax.rpc.UnaryCallable<ImportDataRequest,com.google.longrunning.Operation> importDataCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ImportDataRequest request =
       ImportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setInputConfig(InputConfig.newBuilder().build())
           .build();
   ApiFuture<Operation> future = autoMlClient.importDataCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportDataAsync(DatasetName name,
                                                                                                                         OutputConfig outputConfig)

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DatasetName name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
   OutputConfig outputConfig = OutputConfig.newBuilder().build();
   autoMlClient.exportDataAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the dataset.; outputConfig - Required. The desired output location.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportDataAsync(String name,
                                                                                                                         OutputConfig outputConfig)

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString();
   OutputConfig outputConfig = OutputConfig.newBuilder().build();
   autoMlClient.exportDataAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the dataset.; outputConfig - Required. The desired output location.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportDataAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportDataAsync(ExportDataRequest request)

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportDataRequest request =
       ExportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setOutputConfig(OutputConfig.newBuilder().build())
           .build();
   autoMlClient.exportDataAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportDataOperationCallable

public final com.google.api.gax.rpc.OperationCallable<ExportDataRequest,com.google.protobuf.Empty,OperationMetadata> exportDataOperationCallable()

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportDataRequest request =
       ExportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setOutputConfig(OutputConfig.newBuilder().build())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.exportDataOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportDataCallable

public final com.google.api.gax.rpc.UnaryCallable<ExportDataRequest,com.google.longrunning.Operation> exportDataCallable()

Exports dataset's data to the provided output location. Returns an empty response in the [response][google.longrunning.Operation.response] field when it completes.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportDataRequest request =
       ExportDataRequest.newBuilder()
           .setName(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setOutputConfig(OutputConfig.newBuilder().build())
           .build();
   ApiFuture<Operation> future = autoMlClient.exportDataCallable().futureCall(request);
   // Do something.
   future.get();
 }

getAnnotationSpec

public final AnnotationSpec getAnnotationSpec(AnnotationSpecName name)

Gets an annotation spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   AnnotationSpecName name =
       AnnotationSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]");
   AnnotationSpec response = autoMlClient.getAnnotationSpec(name);
 }

Parameters:: name - Required. The resource name of the annotation spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getAnnotationSpec

public final AnnotationSpec getAnnotationSpec(String name)

Gets an annotation spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name =
       AnnotationSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]")
           .toString();
   AnnotationSpec response = autoMlClient.getAnnotationSpec(name);
 }

Parameters:: name - Required. The resource name of the annotation spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getAnnotationSpec

public final AnnotationSpec getAnnotationSpec(GetAnnotationSpecRequest request)

Gets an annotation spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetAnnotationSpecRequest request =
       GetAnnotationSpecRequest.newBuilder()
           .setName(
               AnnotationSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]")
                   .toString())
           .build();
   AnnotationSpec response = autoMlClient.getAnnotationSpec(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getAnnotationSpecCallable

public final com.google.api.gax.rpc.UnaryCallable<GetAnnotationSpecRequest,AnnotationSpec> getAnnotationSpecCallable()

Gets an annotation spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetAnnotationSpecRequest request =
       GetAnnotationSpecRequest.newBuilder()
           .setName(
               AnnotationSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[ANNOTATION_SPEC]")
                   .toString())
           .build();
   ApiFuture<AnnotationSpec> future =
       autoMlClient.getAnnotationSpecCallable().futureCall(request);
   // Do something.
   AnnotationSpec response = future.get();
 }

getTableSpec

public final TableSpec getTableSpec(TableSpecName name)

Gets a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   TableSpecName name = TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]");
   TableSpec response = autoMlClient.getTableSpec(name);
 }

Parameters:: name - Required. The resource name of the table spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getTableSpec

public final TableSpec getTableSpec(String name)

Gets a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name =
       TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]").toString();
   TableSpec response = autoMlClient.getTableSpec(name);
 }

Parameters:: name - Required. The resource name of the table spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getTableSpec

public final TableSpec getTableSpec(GetTableSpecRequest request)

Gets a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetTableSpecRequest request =
       GetTableSpecRequest.newBuilder()
           .setName(
               TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .build();
   TableSpec response = autoMlClient.getTableSpec(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getTableSpecCallable

public final com.google.api.gax.rpc.UnaryCallable<GetTableSpecRequest,TableSpec> getTableSpecCallable()

Gets a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetTableSpecRequest request =
       GetTableSpecRequest.newBuilder()
           .setName(
               TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<TableSpec> future = autoMlClient.getTableSpecCallable().futureCall(request);
   // Do something.
   TableSpec response = future.get();
 }

listTableSpecs

public final AutoMlClient.ListTableSpecsPagedResponse listTableSpecs(DatasetName parent)

Lists table specs in a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DatasetName parent = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
   for (TableSpec element : autoMlClient.listTableSpecs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the dataset to list table specs from.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listTableSpecs

public final AutoMlClient.ListTableSpecsPagedResponse listTableSpecs(String parent)

Lists table specs in a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString();
   for (TableSpec element : autoMlClient.listTableSpecs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the dataset to list table specs from.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listTableSpecs

public final AutoMlClient.ListTableSpecsPagedResponse listTableSpecs(ListTableSpecsRequest request)

Lists table specs in a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListTableSpecsRequest request =
       ListTableSpecsRequest.newBuilder()
           .setParent(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (TableSpec element : autoMlClient.listTableSpecs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listTableSpecsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListTableSpecsRequest,AutoMlClient.ListTableSpecsPagedResponse> listTableSpecsPagedCallable()

Lists table specs in a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListTableSpecsRequest request =
       ListTableSpecsRequest.newBuilder()
           .setParent(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<TableSpec> future = autoMlClient.listTableSpecsPagedCallable().futureCall(request);
   // Do something.
   for (TableSpec element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

listTableSpecsCallable

public final com.google.api.gax.rpc.UnaryCallable<ListTableSpecsRequest,ListTableSpecsResponse> listTableSpecsCallable()

Lists table specs in a dataset.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListTableSpecsRequest request =
       ListTableSpecsRequest.newBuilder()
           .setParent(DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]").toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListTableSpecsResponse response = autoMlClient.listTableSpecsCallable().call(request);
     for (TableSpec element : response.getTableSpecsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

updateTableSpec

public final TableSpec updateTableSpec(TableSpec tableSpec)

Updates a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   TableSpec tableSpec = TableSpec.newBuilder().build();
   TableSpec response = autoMlClient.updateTableSpec(tableSpec);
 }

Parameters:: tableSpec - Required. The table spec which replaces the resource on the server.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateTableSpec

public final TableSpec updateTableSpec(UpdateTableSpecRequest request)

Updates a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateTableSpecRequest request =
       UpdateTableSpecRequest.newBuilder()
           .setTableSpec(TableSpec.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   TableSpec response = autoMlClient.updateTableSpec(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateTableSpecCallable

public final com.google.api.gax.rpc.UnaryCallable<UpdateTableSpecRequest,TableSpec> updateTableSpecCallable()

Updates a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateTableSpecRequest request =
       UpdateTableSpecRequest.newBuilder()
           .setTableSpec(TableSpec.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<TableSpec> future = autoMlClient.updateTableSpecCallable().futureCall(request);
   // Do something.
   TableSpec response = future.get();
 }

getColumnSpec

public final ColumnSpec getColumnSpec(ColumnSpecName name)

Gets a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ColumnSpecName name =
       ColumnSpecName.of(
           "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]");
   ColumnSpec response = autoMlClient.getColumnSpec(name);
 }

Parameters:: name - Required. The resource name of the column spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getColumnSpec

public final ColumnSpec getColumnSpec(String name)

Gets a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name =
       ColumnSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]")
           .toString();
   ColumnSpec response = autoMlClient.getColumnSpec(name);
 }

Parameters:: name - Required. The resource name of the column spec to retrieve.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getColumnSpec

public final ColumnSpec getColumnSpec(GetColumnSpecRequest request)

Gets a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetColumnSpecRequest request =
       GetColumnSpecRequest.newBuilder()
           .setName(
               ColumnSpecName.of(
                       "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .build();
   ColumnSpec response = autoMlClient.getColumnSpec(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getColumnSpecCallable

public final com.google.api.gax.rpc.UnaryCallable<GetColumnSpecRequest,ColumnSpec> getColumnSpecCallable()

Gets a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetColumnSpecRequest request =
       GetColumnSpecRequest.newBuilder()
           .setName(
               ColumnSpecName.of(
                       "[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]", "[COLUMN_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ColumnSpec> future = autoMlClient.getColumnSpecCallable().futureCall(request);
   // Do something.
   ColumnSpec response = future.get();
 }

listColumnSpecs

public final AutoMlClient.ListColumnSpecsPagedResponse listColumnSpecs(TableSpecName parent)

Lists column specs in a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   TableSpecName parent =
       TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]");
   for (ColumnSpec element : autoMlClient.listColumnSpecs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the table spec to list column specs from.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listColumnSpecs

public final AutoMlClient.ListColumnSpecsPagedResponse listColumnSpecs(String parent)

Lists column specs in a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent =
       TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]").toString();
   for (ColumnSpec element : autoMlClient.listColumnSpecs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. The resource name of the table spec to list column specs from.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listColumnSpecs

public final AutoMlClient.ListColumnSpecsPagedResponse listColumnSpecs(ListColumnSpecsRequest request)

Lists column specs in a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListColumnSpecsRequest request =
       ListColumnSpecsRequest.newBuilder()
           .setParent(
               TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (ColumnSpec element : autoMlClient.listColumnSpecs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listColumnSpecsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListColumnSpecsRequest,AutoMlClient.ListColumnSpecsPagedResponse> listColumnSpecsPagedCallable()

Lists column specs in a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListColumnSpecsRequest request =
       ListColumnSpecsRequest.newBuilder()
           .setParent(
               TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<ColumnSpec> future =
       autoMlClient.listColumnSpecsPagedCallable().futureCall(request);
   // Do something.
   for (ColumnSpec element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

listColumnSpecsCallable

public final com.google.api.gax.rpc.UnaryCallable<ListColumnSpecsRequest,ListColumnSpecsResponse> listColumnSpecsCallable()

Lists column specs in a table spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListColumnSpecsRequest request =
       ListColumnSpecsRequest.newBuilder()
           .setParent(
               TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]")
                   .toString())
           .setFieldMask(FieldMask.newBuilder().build())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListColumnSpecsResponse response = autoMlClient.listColumnSpecsCallable().call(request);
     for (ColumnSpec element : response.getColumnSpecsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

updateColumnSpec

public final ColumnSpec updateColumnSpec(ColumnSpec columnSpec)

Updates a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ColumnSpec columnSpec = ColumnSpec.newBuilder().build();
   ColumnSpec response = autoMlClient.updateColumnSpec(columnSpec);
 }

Parameters:: columnSpec - Required. The column spec which replaces the resource on the server.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateColumnSpec

public final ColumnSpec updateColumnSpec(UpdateColumnSpecRequest request)

Updates a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateColumnSpecRequest request =
       UpdateColumnSpecRequest.newBuilder()
           .setColumnSpec(ColumnSpec.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ColumnSpec response = autoMlClient.updateColumnSpec(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateColumnSpecCallable

public final com.google.api.gax.rpc.UnaryCallable<UpdateColumnSpecRequest,ColumnSpec> updateColumnSpecCallable()

Updates a column spec.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UpdateColumnSpecRequest request =
       UpdateColumnSpecRequest.newBuilder()
           .setColumnSpec(ColumnSpec.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ColumnSpec> future = autoMlClient.updateColumnSpecCallable().futureCall(request);
   // Do something.
   ColumnSpec response = future.get();
 }

createModelAsync

public final com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata> createModelAsync(LocationName parent,
                                                                                                      Model model)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Model model = Model.newBuilder().build();
   Model response = autoMlClient.createModelAsync(parent, model).get();
 }

Parameters:: parent - Required. Resource name of the parent project where the model is being created.; model - Required. The model to create.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelAsync

public final com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata> createModelAsync(String parent,
                                                                                                      Model model)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   Model model = Model.newBuilder().build();
   Model response = autoMlClient.createModelAsync(parent, model).get();
 }

Parameters:: parent - Required. Resource name of the parent project where the model is being created.; model - Required. The model to create.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelAsync

public final com.google.api.gax.longrunning.OperationFuture<Model,OperationMetadata> createModelAsync(CreateModelRequest request)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   CreateModelRequest request =
       CreateModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModel(Model.newBuilder().build())
           .build();
   Model response = autoMlClient.createModelAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelOperationCallable

public final com.google.api.gax.rpc.OperationCallable<CreateModelRequest,Model,OperationMetadata> createModelOperationCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   CreateModelRequest request =
       CreateModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModel(Model.newBuilder().build())
           .build();
   OperationFuture<Model, OperationMetadata> future =
       autoMlClient.createModelOperationCallable().futureCall(request);
   // Do something.
   Model response = future.get();
 }

createModelCallable

public final com.google.api.gax.rpc.UnaryCallable<CreateModelRequest,com.google.longrunning.Operation> createModelCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   CreateModelRequest request =
       CreateModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModel(Model.newBuilder().build())
           .build();
   ApiFuture<Operation> future = autoMlClient.createModelCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

getModel

public final Model getModel(ModelName name)

Gets a model.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   Model response = autoMlClient.getModel(name);
 }

Parameters:: name - Required. Resource name of the model.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModel

public final Model getModel(String name)

Gets a model.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   Model response = autoMlClient.getModel(name);
 }

Parameters:: name - Required. Resource name of the model.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModel

public final Model getModel(GetModelRequest request)

Gets a model.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetModelRequest request =
       GetModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   Model response = autoMlClient.getModel(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModelCallable

public final com.google.api.gax.rpc.UnaryCallable<GetModelRequest,Model> getModelCallable()

Gets a model.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetModelRequest request =
       GetModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Model> future = autoMlClient.getModelCallable().futureCall(request);
   // Do something.
   Model response = future.get();
 }

listModels

public final AutoMlClient.ListModelsPagedResponse listModels(LocationName parent)

Lists models.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (Model element : autoMlClient.listModels(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. Resource name of the project, from which to list the models.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModels

public final AutoMlClient.ListModelsPagedResponse listModels(String parent)

Lists models.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (Model element : autoMlClient.listModels(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. Resource name of the project, from which to list the models.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModels

public final AutoMlClient.ListModelsPagedResponse listModels(ListModelsRequest request)

Lists models.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Model element : autoMlClient.listModels(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModelsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,AutoMlClient.ListModelsPagedResponse> listModelsPagedCallable()

Lists models.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Model> future = autoMlClient.listModelsPagedCallable().futureCall(request);
   // Do something.
   for (Model element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

listModelsCallable

public final com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,ListModelsResponse> listModelsCallable()

Lists models.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListModelsResponse response = autoMlClient.listModelsCallable().call(request);
     for (Model element : response.getModelList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

deleteModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteModelAsync(ModelName name)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   autoMlClient.deleteModelAsync(name).get();
 }

Parameters:: name - Required. Resource name of the model being deleted.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteModelAsync(String name)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   autoMlClient.deleteModelAsync(name).get();
 }

Parameters:: name - Required. Resource name of the model being deleted.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deleteModelAsync(DeleteModelRequest request)

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   autoMlClient.deleteModelAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelOperationCallable

public final com.google.api.gax.rpc.OperationCallable<DeleteModelRequest,com.google.protobuf.Empty,OperationMetadata> deleteModelOperationCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.deleteModelOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

deleteModelCallable

public final com.google.api.gax.rpc.UnaryCallable<DeleteModelRequest,com.google.longrunning.Operation> deleteModelCallable()

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Operation> future = autoMlClient.deleteModelCallable().futureCall(request);
   // Do something.
   future.get();
 }

deployModelAsync
```
public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deployModelAsync(ModelName name)
```
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 , 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.
Sample code:
```
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   autoMlClient.deployModelAsync(name).get();
 }
 
```
Parameters:

name - Required. Resource name of the model to deploy.

Throws:

com.google.api.gax.rpc.ApiException - if the remote call fails

deployModelAsync
```
public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deployModelAsync(String name)
```
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 , 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.
Sample code:
```
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   autoMlClient.deployModelAsync(name).get();
 }
 
```
Parameters:

name - Required. Resource name of the model to deploy.

Throws:

com.google.api.gax.rpc.ApiException - if the remote call fails

deployModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> deployModelAsync(DeployModelRequest request)

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 , 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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   autoMlClient.deployModelAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

deployModelOperationCallable

public final com.google.api.gax.rpc.OperationCallable<DeployModelRequest,com.google.protobuf.Empty,OperationMetadata> deployModelOperationCallable()

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 , 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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.deployModelOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

deployModelCallable

public final com.google.api.gax.rpc.UnaryCallable<DeployModelRequest,com.google.longrunning.Operation> deployModelCallable()

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 , 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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Operation> future = autoMlClient.deployModelCallable().futureCall(request);
   // Do something.
   future.get();
 }

undeployModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> undeployModelAsync(ModelName name)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   autoMlClient.undeployModelAsync(name).get();
 }

Parameters:: name - Required. Resource name of the model to undeploy.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

undeployModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> undeployModelAsync(String name)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   autoMlClient.undeployModelAsync(name).get();
 }

Parameters:: name - Required. Resource name of the model to undeploy.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

undeployModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> undeployModelAsync(UndeployModelRequest request)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   autoMlClient.undeployModelAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

undeployModelOperationCallable

public final com.google.api.gax.rpc.OperationCallable<UndeployModelRequest,com.google.protobuf.Empty,OperationMetadata> undeployModelOperationCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.undeployModelOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

undeployModelCallable

public final com.google.api.gax.rpc.UnaryCallable<UndeployModelRequest,com.google.longrunning.Operation> undeployModelCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Operation> future = autoMlClient.undeployModelCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportModelAsync(ModelName name,
                                                                                                                          ModelExportOutputConfig outputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   ModelExportOutputConfig outputConfig = ModelExportOutputConfig.newBuilder().build();
   autoMlClient.exportModelAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the model to export.; outputConfig - Required. The desired output location and configuration.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportModelAsync(String name,
                                                                                                                          ModelExportOutputConfig outputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   ModelExportOutputConfig outputConfig = ModelExportOutputConfig.newBuilder().build();
   autoMlClient.exportModelAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the model to export.; outputConfig - Required. The desired output location and configuration.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportModelAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportModelAsync(ExportModelRequest request)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ModelExportOutputConfig.newBuilder().build())
           .build();
   autoMlClient.exportModelAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportModelOperationCallable

public final com.google.api.gax.rpc.OperationCallable<ExportModelRequest,com.google.protobuf.Empty,OperationMetadata> exportModelOperationCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ModelExportOutputConfig.newBuilder().build())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.exportModelOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportModelCallable

public final com.google.api.gax.rpc.UnaryCallable<ExportModelRequest,com.google.longrunning.Operation> exportModelCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ModelExportOutputConfig.newBuilder().build())
           .build();
   ApiFuture<Operation> future = autoMlClient.exportModelCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportEvaluatedExamplesAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportEvaluatedExamplesAsync(ModelName name,
                                                                                                                                      ExportEvaluatedExamplesOutputConfig outputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   ExportEvaluatedExamplesOutputConfig outputConfig =
       ExportEvaluatedExamplesOutputConfig.newBuilder().build();
   autoMlClient.exportEvaluatedExamplesAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the model whose evaluated examples are to be exported.; outputConfig - Required. The desired output location and configuration.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportEvaluatedExamplesAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportEvaluatedExamplesAsync(String name,
                                                                                                                                      ExportEvaluatedExamplesOutputConfig outputConfig)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   ExportEvaluatedExamplesOutputConfig outputConfig =
       ExportEvaluatedExamplesOutputConfig.newBuilder().build();
   autoMlClient.exportEvaluatedExamplesAsync(name, outputConfig).get();
 }

Parameters:: name - Required. The resource name of the model whose evaluated examples are to be exported.; outputConfig - Required. The desired output location and configuration.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportEvaluatedExamplesAsync

public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,OperationMetadata> exportEvaluatedExamplesAsync(ExportEvaluatedExamplesRequest request)

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportEvaluatedExamplesRequest request =
       ExportEvaluatedExamplesRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportEvaluatedExamplesOutputConfig.newBuilder().build())
           .build();
   autoMlClient.exportEvaluatedExamplesAsync(request).get();
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

exportEvaluatedExamplesOperationCallable

public final com.google.api.gax.rpc.OperationCallable<ExportEvaluatedExamplesRequest,com.google.protobuf.Empty,OperationMetadata> exportEvaluatedExamplesOperationCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportEvaluatedExamplesRequest request =
       ExportEvaluatedExamplesRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportEvaluatedExamplesOutputConfig.newBuilder().build())
           .build();
   OperationFuture<Empty, OperationMetadata> future =
       autoMlClient.exportEvaluatedExamplesOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

exportEvaluatedExamplesCallable

public final com.google.api.gax.rpc.UnaryCallable<ExportEvaluatedExamplesRequest,com.google.longrunning.Operation> exportEvaluatedExamplesCallable()

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.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ExportEvaluatedExamplesRequest request =
       ExportEvaluatedExamplesRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportEvaluatedExamplesOutputConfig.newBuilder().build())
           .build();
   ApiFuture<Operation> future =
       autoMlClient.exportEvaluatedExamplesCallable().futureCall(request);
   // Do something.
   future.get();
 }

getModelEvaluation

public final ModelEvaluation getModelEvaluation(ModelEvaluationName name)

Gets a model evaluation.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelEvaluationName name =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]");
   ModelEvaluation response = autoMlClient.getModelEvaluation(name);
 }

Parameters:: name - Required. Resource name for the model evaluation.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModelEvaluation

public final ModelEvaluation getModelEvaluation(String name)

Gets a model evaluation.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String name =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]")
           .toString();
   ModelEvaluation response = autoMlClient.getModelEvaluation(name);
 }

Parameters:: name - Required. Resource name for the model evaluation.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModelEvaluation

public final ModelEvaluation getModelEvaluation(GetModelEvaluationRequest request)

Gets a model evaluation.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetModelEvaluationRequest request =
       GetModelEvaluationRequest.newBuilder()
           .setName(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]")
                   .toString())
           .build();
   ModelEvaluation response = autoMlClient.getModelEvaluation(request);
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModelEvaluationCallable

public final com.google.api.gax.rpc.UnaryCallable<GetModelEvaluationRequest,ModelEvaluation> getModelEvaluationCallable()

Gets a model evaluation.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   GetModelEvaluationRequest request =
       GetModelEvaluationRequest.newBuilder()
           .setName(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[MODEL_EVALUATION]")
                   .toString())
           .build();
   ApiFuture<ModelEvaluation> future =
       autoMlClient.getModelEvaluationCallable().futureCall(request);
   // Do something.
   ModelEvaluation response = future.get();
 }

listModelEvaluations

public final AutoMlClient.ListModelEvaluationsPagedResponse listModelEvaluations(ModelName parent)

Lists model evaluations.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ModelName parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   for (ModelEvaluation element : autoMlClient.listModelEvaluations(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. Resource name of the model to list the model evaluations for. If modelId is set as "-", this will list model evaluations from across all models of the parent location.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModelEvaluations

public final AutoMlClient.ListModelEvaluationsPagedResponse listModelEvaluations(String parent)

Lists model evaluations.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   String parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   for (ModelEvaluation element : autoMlClient.listModelEvaluations(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: parent - Required. Resource name of the model to list the model evaluations for. If modelId is set as "-", this will list model evaluations from across all models of the parent location.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModelEvaluations

public final AutoMlClient.ListModelEvaluationsPagedResponse listModelEvaluations(ListModelEvaluationsRequest request)

Lists model evaluations.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (ModelEvaluation element : autoMlClient.listModelEvaluations(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters:: request - The request object containing all of the parameters for the API call.
Throws:: com.google.api.gax.rpc.ApiException - if the remote call fails

listModelEvaluationsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,AutoMlClient.ListModelEvaluationsPagedResponse> listModelEvaluationsPagedCallable()

Lists model evaluations.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<ModelEvaluation> future =
       autoMlClient.listModelEvaluationsPagedCallable().futureCall(request);
   // Do something.
   for (ModelEvaluation element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

listModelEvaluationsCallable

public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,ListModelEvaluationsResponse> listModelEvaluationsCallable()

Lists model evaluations.

Sample code:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (AutoMlClient autoMlClient = AutoMlClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListModelEvaluationsResponse response =
         autoMlClient.listModelEvaluationsCallable().call(request);
     for (ModelEvaluation element : response.getModelEvaluationList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

close
```
public final void close()
```
Specified by:

close in interface AutoCloseable

shutdown
```
public void shutdown()
```
Specified by:

shutdown in interface com.google.api.gax.core.BackgroundResource

isShutdown
```
public boolean isShutdown()
```
Specified by:

isShutdown in interface com.google.api.gax.core.BackgroundResource

isTerminated
```
public boolean isTerminated()
```
Specified by:

isTerminated in interface com.google.api.gax.core.BackgroundResource

shutdownNow
```
public void shutdownNow()
```
Specified by:

shutdownNow in interface com.google.api.gax.core.BackgroundResource

awaitTermination

public boolean awaitTermination(long duration,
                                TimeUnit unit)
                         throws InterruptedException

Specified by:: awaitTermination in interface com.google.api.gax.core.BackgroundResource
Throws:: InterruptedException

Class AutoMlClient

Nested Class Summary

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

AutoMlClient

AutoMlClient

Method Detail

create

create

create

getSettings

getStub

getOperationsClient

getHttpJsonOperationsClient

createDataset

createDataset

createDataset

createDatasetCallable

getDataset

getDataset

getDataset

getDatasetCallable

listDatasets

listDatasets

listDatasets

listDatasetsPagedCallable

listDatasetsCallable

updateDataset

updateDataset

updateDatasetCallable

deleteDatasetAsync

deleteDatasetAsync

deleteDatasetAsync

deleteDatasetOperationCallable

deleteDatasetCallable

importDataAsync

importDataAsync

importDataAsync

importDataOperationCallable

importDataCallable

exportDataAsync

exportDataAsync

exportDataAsync

exportDataOperationCallable

exportDataCallable

getAnnotationSpec

getAnnotationSpec

getAnnotationSpec

getAnnotationSpecCallable

getTableSpec

getTableSpec

getTableSpec

getTableSpecCallable

listTableSpecs

listTableSpecs

listTableSpecs

listTableSpecsPagedCallable

listTableSpecsCallable

updateTableSpec

updateTableSpec

updateTableSpecCallable

getColumnSpec

getColumnSpec

getColumnSpec

getColumnSpecCallable

listColumnSpecs

listColumnSpecs

listColumnSpecs

listColumnSpecsPagedCallable

listColumnSpecsCallable

updateColumnSpec

updateColumnSpec

updateColumnSpecCallable

createModelAsync

createModelAsync

createModelAsync

createModelOperationCallable

createModelCallable