Package com.google.cloud.aiplatform.v1beta1

Class JobServiceClient

  • All Implemented Interfaces:
    com.google.api.gax.core.BackgroundResource, AutoCloseable
    @BetaApi
@Generated("by gapic-generator-java")
public class JobServiceClient
extends Object
implements com.google.api.gax.core.BackgroundResource
    Service Description: A service for creating and managing Vertex AI's jobs.

    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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }

    Note: close() needs to be called on the JobServiceClient 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:

    1. 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.
    2. 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.
    3. 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 JobServiceSettings 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
 JobServiceSettings jobServiceSettings =
     JobServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 JobServiceClient jobServiceClient = JobServiceClient.create(jobServiceSettings);

    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
 JobServiceSettings jobServiceSettings =
     JobServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 JobServiceClient jobServiceClient = JobServiceClient.create(jobServiceSettings);

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

    • Constructor Detail

      • JobServiceClient

        protected JobServiceClient​(JobServiceSettings settings)
                    throws IOException
        Constructs an instance of JobServiceClient, 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

      • JobServiceClient

        protected JobServiceClient​(JobServiceStub stub)

    • Method Detail

      • create

        public static final JobServiceClient create​(JobServiceSettings settings)
                                     throws IOException
        Constructs an instance of JobServiceClient, 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 JobServiceClient create​(JobServiceStub stub)
        Constructs an instance of JobServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(JobServiceSettings).

      • 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.

      • createCustomJob

        public final CustomJob createCustomJob​(LocationName parent,
                                       CustomJob customJob)
        Creates a CustomJob. A created CustomJob right away will be attempted to be run.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the CustomJob in. Format: `projects/{project}/locations/{location}`
        customJob - Required. The CustomJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createCustomJob

        public final CustomJob createCustomJob​(String parent,
                                       CustomJob customJob)
        Creates a CustomJob. A created CustomJob right away will be attempted to be run.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the CustomJob in. Format: `projects/{project}/locations/{location}`
        customJob - Required. The CustomJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createCustomJob

        public final CustomJob createCustomJob​(CreateCustomJobRequest request)
        Creates a CustomJob. A created CustomJob right away will be attempted to be run.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateCustomJobRequest request =
       CreateCustomJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setCustomJob(CustomJob.newBuilder().build())
           .build();
   CustomJob response = jobServiceClient.createCustomJob(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

      • createCustomJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateCustomJobRequest,​CustomJob> createCustomJobCallable()
        Creates a CustomJob. A created CustomJob right away will be attempted to be run.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateCustomJobRequest request =
       CreateCustomJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setCustomJob(CustomJob.newBuilder().build())
           .build();
   ApiFuture<CustomJob> future = jobServiceClient.createCustomJobCallable().futureCall(request);
   // Do something.
   CustomJob response = future.get();
 }

      • getCustomJob

        public final CustomJob getCustomJob​(CustomJobName name)
        Gets a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   CustomJob response = jobServiceClient.getCustomJob(name);
 }
        Parameters:
        name - Required. The name of the CustomJob resource. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getCustomJob

        public final CustomJob getCustomJob​(String name)
        Gets a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   CustomJob response = jobServiceClient.getCustomJob(name);
 }
        Parameters:
        name - Required. The name of the CustomJob resource. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getCustomJob

        public final CustomJob getCustomJob​(GetCustomJobRequest request)
        Gets a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetCustomJobRequest request =
       GetCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   CustomJob response = jobServiceClient.getCustomJob(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

      • getCustomJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetCustomJobRequest,​CustomJob> getCustomJobCallable()
        Gets a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetCustomJobRequest request =
       GetCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture<CustomJob> future = jobServiceClient.getCustomJobCallable().futureCall(request);
   // Do something.
   CustomJob response = future.get();
 }

      • listCustomJobs

        public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs​(LocationName parent)
        Lists CustomJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (CustomJob element : jobServiceClient.listCustomJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the CustomJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listCustomJobs

        public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs​(String parent)
        Lists CustomJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (CustomJob element : jobServiceClient.listCustomJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the CustomJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listCustomJobs

        public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs​(ListCustomJobsRequest request)
        Lists CustomJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListCustomJobsRequest request =
       ListCustomJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (CustomJob element : jobServiceClient.listCustomJobs(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

      • listCustomJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListCustomJobsRequest,​JobServiceClient.ListCustomJobsPagedResponse> listCustomJobsPagedCallable()
        Lists CustomJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListCustomJobsRequest request =
       ListCustomJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<CustomJob> future =
       jobServiceClient.listCustomJobsPagedCallable().futureCall(request);
   // Do something.
   for (CustomJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listCustomJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListCustomJobsRequest,​ListCustomJobsResponse> listCustomJobsCallable()
        Lists CustomJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListCustomJobsRequest request =
       ListCustomJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListCustomJobsResponse response = jobServiceClient.listCustomJobsCallable().call(request);
     for (CustomJob element : response.getCustomJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • deleteCustomJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteCustomJobAsync​(CustomJobName name)
        Deletes a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   jobServiceClient.deleteCustomJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the CustomJob resource to be deleted. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteCustomJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteCustomJobAsync​(String name)
        Deletes a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   jobServiceClient.deleteCustomJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the CustomJob resource to be deleted. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteCustomJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteCustomJobAsync​(DeleteCustomJobRequest request)
        Deletes a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   jobServiceClient.deleteCustomJobAsync(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

      • deleteCustomJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteCustomJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteCustomJobOperationCallable()
        Deletes a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient.deleteCustomJobOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteCustomJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteCustomJobRequest,​com.google.longrunning.Operation> deleteCustomJobCallable()
        Deletes a CustomJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture<Operation> future = jobServiceClient.deleteCustomJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • cancelCustomJob

        public final void cancelCustomJob​(CustomJobName name)
        Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a [CustomJob.error][google.cloud.aiplatform.v1beta1.CustomJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [CustomJob.state][google.cloud.aiplatform.v1beta1.CustomJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   jobServiceClient.cancelCustomJob(name);
 }
        Parameters:
        name - Required. The name of the CustomJob to cancel. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelCustomJob

        public final void cancelCustomJob​(String name)
        Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a [CustomJob.error][google.cloud.aiplatform.v1beta1.CustomJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [CustomJob.state][google.cloud.aiplatform.v1beta1.CustomJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   jobServiceClient.cancelCustomJob(name);
 }
        Parameters:
        name - Required. The name of the CustomJob to cancel. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelCustomJob

        public final void cancelCustomJob​(CancelCustomJobRequest request)
        Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a [CustomJob.error][google.cloud.aiplatform.v1beta1.CustomJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [CustomJob.state][google.cloud.aiplatform.v1beta1.CustomJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelCustomJobRequest request =
       CancelCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   jobServiceClient.cancelCustomJob(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

      • cancelCustomJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CancelCustomJobRequest,​com.google.protobuf.Empty> cancelCustomJobCallable()
        Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a [CustomJob.error][google.cloud.aiplatform.v1beta1.CustomJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [CustomJob.state][google.cloud.aiplatform.v1beta1.CustomJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelCustomJobRequest request =
       CancelCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture<Empty> future = jobServiceClient.cancelCustomJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • createDataLabelingJob

        public final DataLabelingJob createDataLabelingJob​(LocationName parent,
                                                   DataLabelingJob dataLabelingJob)
        Creates a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   DataLabelingJob dataLabelingJob = DataLabelingJob.newBuilder().build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(parent, dataLabelingJob);
 }
        Parameters:
        parent - Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
        dataLabelingJob - Required. The DataLabelingJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createDataLabelingJob

        public final DataLabelingJob createDataLabelingJob​(String parent,
                                                   DataLabelingJob dataLabelingJob)
        Creates a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   DataLabelingJob dataLabelingJob = DataLabelingJob.newBuilder().build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(parent, dataLabelingJob);
 }
        Parameters:
        parent - Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
        dataLabelingJob - Required. The DataLabelingJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createDataLabelingJob

        public final DataLabelingJob createDataLabelingJob​(CreateDataLabelingJobRequest request)
        Creates a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateDataLabelingJobRequest request =
       CreateDataLabelingJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataLabelingJob(DataLabelingJob.newBuilder().build())
           .build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(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

      • createDataLabelingJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateDataLabelingJobRequest,​DataLabelingJob> createDataLabelingJobCallable()
        Creates a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateDataLabelingJobRequest request =
       CreateDataLabelingJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataLabelingJob(DataLabelingJob.newBuilder().build())
           .build();
   ApiFuture<DataLabelingJob> future =
       jobServiceClient.createDataLabelingJobCallable().futureCall(request);
   // Do something.
   DataLabelingJob response = future.get();
 }

      • getDataLabelingJob

        public final DataLabelingJob getDataLabelingJob​(DataLabelingJobName name)
        Gets a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(name);
 }
        Parameters:
        name - Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getDataLabelingJob

        public final DataLabelingJob getDataLabelingJob​(String name)
        Gets a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(name);
 }
        Parameters:
        name - Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getDataLabelingJob

        public final DataLabelingJob getDataLabelingJob​(GetDataLabelingJobRequest request)
        Gets a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetDataLabelingJobRequest request =
       GetDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(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

      • getDataLabelingJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetDataLabelingJobRequest,​DataLabelingJob> getDataLabelingJobCallable()
        Gets a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetDataLabelingJobRequest request =
       GetDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture<DataLabelingJob> future =
       jobServiceClient.getDataLabelingJobCallable().futureCall(request);
   // Do something.
   DataLabelingJob response = future.get();
 }

      • listDataLabelingJobs

        public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs​(LocationName parent)
        Lists DataLabelingJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listDataLabelingJobs

        public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs​(String parent)
        Lists DataLabelingJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listDataLabelingJobs

        public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs​(ListDataLabelingJobsRequest request)
        Lists DataLabelingJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(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

      • listDataLabelingJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListDataLabelingJobsRequest,​JobServiceClient.ListDataLabelingJobsPagedResponse> listDataLabelingJobsPagedCallable()
        Lists DataLabelingJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   ApiFuture<DataLabelingJob> future =
       jobServiceClient.listDataLabelingJobsPagedCallable().futureCall(request);
   // Do something.
   for (DataLabelingJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listDataLabelingJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListDataLabelingJobsRequest,​ListDataLabelingJobsResponse> listDataLabelingJobsCallable()
        Lists DataLabelingJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   while (true) {
     ListDataLabelingJobsResponse response =
         jobServiceClient.listDataLabelingJobsCallable().call(request);
     for (DataLabelingJob element : response.getDataLabelingJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • deleteDataLabelingJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteDataLabelingJobAsync​(DataLabelingJobName name)
        Deletes a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   jobServiceClient.deleteDataLabelingJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the DataLabelingJob to be deleted. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteDataLabelingJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteDataLabelingJobAsync​(String name)
        Deletes a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   jobServiceClient.deleteDataLabelingJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the DataLabelingJob to be deleted. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteDataLabelingJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteDataLabelingJobAsync​(DeleteDataLabelingJobRequest request)
        Deletes a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteDataLabelingJobAsync(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

      • deleteDataLabelingJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteDataLabelingJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteDataLabelingJobOperationCallable()
        Deletes a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient.deleteDataLabelingJobOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteDataLabelingJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteDataLabelingJobRequest,​com.google.longrunning.Operation> deleteDataLabelingJobCallable()
        Deletes a DataLabelingJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture<Operation> future =
       jobServiceClient.deleteDataLabelingJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • cancelDataLabelingJob

        public final void cancelDataLabelingJob​(DataLabelingJobName name)
        Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   jobServiceClient.cancelDataLabelingJob(name);
 }
        Parameters:
        name - Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelDataLabelingJob

        public final void cancelDataLabelingJob​(String name)
        Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   jobServiceClient.cancelDataLabelingJob(name);
 }
        Parameters:
        name - Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelDataLabelingJob

        public final void cancelDataLabelingJob​(CancelDataLabelingJobRequest request)
        Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelDataLabelingJobRequest request =
       CancelDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelDataLabelingJob(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

      • cancelDataLabelingJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CancelDataLabelingJobRequest,​com.google.protobuf.Empty> cancelDataLabelingJobCallable()
        Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelDataLabelingJobRequest request =
       CancelDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture<Empty> future =
       jobServiceClient.cancelDataLabelingJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • createHyperparameterTuningJob

        public final HyperparameterTuningJob createHyperparameterTuningJob​(LocationName parent,
                                                                   HyperparameterTuningJob hyperparameterTuningJob)
        Creates a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   HyperparameterTuningJob hyperparameterTuningJob =
       HyperparameterTuningJob.newBuilder().build();
   HyperparameterTuningJob response =
       jobServiceClient.createHyperparameterTuningJob(parent, hyperparameterTuningJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the HyperparameterTuningJob in. Format: `projects/{project}/locations/{location}`
        hyperparameterTuningJob - Required. The HyperparameterTuningJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createHyperparameterTuningJob

        public final HyperparameterTuningJob createHyperparameterTuningJob​(String parent,
                                                                   HyperparameterTuningJob hyperparameterTuningJob)
        Creates a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   HyperparameterTuningJob hyperparameterTuningJob =
       HyperparameterTuningJob.newBuilder().build();
   HyperparameterTuningJob response =
       jobServiceClient.createHyperparameterTuningJob(parent, hyperparameterTuningJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the HyperparameterTuningJob in. Format: `projects/{project}/locations/{location}`
        hyperparameterTuningJob - Required. The HyperparameterTuningJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createHyperparameterTuningJob

        public final HyperparameterTuningJob createHyperparameterTuningJob​(CreateHyperparameterTuningJobRequest request)
        Creates a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateHyperparameterTuningJobRequest request =
       CreateHyperparameterTuningJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setHyperparameterTuningJob(HyperparameterTuningJob.newBuilder().build())
           .build();
   HyperparameterTuningJob response = jobServiceClient.createHyperparameterTuningJob(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

      • createHyperparameterTuningJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateHyperparameterTuningJobRequest,​HyperparameterTuningJob> createHyperparameterTuningJobCallable()
        Creates a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateHyperparameterTuningJobRequest request =
       CreateHyperparameterTuningJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setHyperparameterTuningJob(HyperparameterTuningJob.newBuilder().build())
           .build();
   ApiFuture<HyperparameterTuningJob> future =
       jobServiceClient.createHyperparameterTuningJobCallable().futureCall(request);
   // Do something.
   HyperparameterTuningJob response = future.get();
 }

      • getHyperparameterTuningJob

        public final HyperparameterTuningJob getHyperparameterTuningJob​(HyperparameterTuningJobName name)
        Gets a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(name);
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob resource. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getHyperparameterTuningJob

        public final HyperparameterTuningJob getHyperparameterTuningJob​(String name)
        Gets a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(name);
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob resource. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getHyperparameterTuningJob

        public final HyperparameterTuningJob getHyperparameterTuningJob​(GetHyperparameterTuningJobRequest request)
        Gets a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetHyperparameterTuningJobRequest request =
       GetHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(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

      • getHyperparameterTuningJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetHyperparameterTuningJobRequest,​HyperparameterTuningJob> getHyperparameterTuningJobCallable()
        Gets a HyperparameterTuningJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetHyperparameterTuningJobRequest request =
       GetHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture<HyperparameterTuningJob> future =
       jobServiceClient.getHyperparameterTuningJobCallable().futureCall(request);
   // Do something.
   HyperparameterTuningJob response = future.get();
 }

      • listHyperparameterTuningJobs

        public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs​(LocationName parent)
        Lists HyperparameterTuningJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the HyperparameterTuningJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listHyperparameterTuningJobs

        public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs​(String parent)
        Lists HyperparameterTuningJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the HyperparameterTuningJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listHyperparameterTuningJobs

        public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs​(ListHyperparameterTuningJobsRequest request)
        Lists HyperparameterTuningJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListHyperparameterTuningJobsRequest request =
       ListHyperparameterTuningJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(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

      • listHyperparameterTuningJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListHyperparameterTuningJobsRequest,​JobServiceClient.ListHyperparameterTuningJobsPagedResponse> listHyperparameterTuningJobsPagedCallable()
        Lists HyperparameterTuningJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListHyperparameterTuningJobsRequest request =
       ListHyperparameterTuningJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<HyperparameterTuningJob> future =
       jobServiceClient.listHyperparameterTuningJobsPagedCallable().futureCall(request);
   // Do something.
   for (HyperparameterTuningJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listHyperparameterTuningJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListHyperparameterTuningJobsRequest,​ListHyperparameterTuningJobsResponse> listHyperparameterTuningJobsCallable()
        Lists HyperparameterTuningJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListHyperparameterTuningJobsRequest request =
       ListHyperparameterTuningJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListHyperparameterTuningJobsResponse response =
         jobServiceClient.listHyperparameterTuningJobsCallable().call(request);
     for (HyperparameterTuningJob element : response.getHyperparameterTuningJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • deleteHyperparameterTuningJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteHyperparameterTuningJobAsync​(HyperparameterTuningJobName name)
        Deletes a HyperparameterTuningJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   jobServiceClient.deleteHyperparameterTuningJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob resource to be deleted. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteHyperparameterTuningJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteHyperparameterTuningJobAsync​(String name)
        Deletes a HyperparameterTuningJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   jobServiceClient.deleteHyperparameterTuningJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob resource to be deleted. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteHyperparameterTuningJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteHyperparameterTuningJobAsync​(DeleteHyperparameterTuningJobRequest request)
        Deletes a HyperparameterTuningJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteHyperparameterTuningJobAsync(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

      • deleteHyperparameterTuningJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteHyperparameterTuningJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteHyperparameterTuningJobOperationCallable()
        Deletes a HyperparameterTuningJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient.deleteHyperparameterTuningJobOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteHyperparameterTuningJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteHyperparameterTuningJobRequest,​com.google.longrunning.Operation> deleteHyperparameterTuningJobCallable()
        Deletes a HyperparameterTuningJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture<Operation> future =
       jobServiceClient.deleteHyperparameterTuningJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • cancelHyperparameterTuningJob

        public final void cancelHyperparameterTuningJob​(HyperparameterTuningJobName name)
        Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a [HyperparameterTuningJob.error][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [HyperparameterTuningJob.state][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   jobServiceClient.cancelHyperparameterTuningJob(name);
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob to cancel. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelHyperparameterTuningJob

        public final void cancelHyperparameterTuningJob​(String name)
        Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a [HyperparameterTuningJob.error][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [HyperparameterTuningJob.state][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   jobServiceClient.cancelHyperparameterTuningJob(name);
 }
        Parameters:
        name - Required. The name of the HyperparameterTuningJob to cancel. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelHyperparameterTuningJob

        public final void cancelHyperparameterTuningJob​(CancelHyperparameterTuningJobRequest request)
        Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a [HyperparameterTuningJob.error][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [HyperparameterTuningJob.state][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelHyperparameterTuningJobRequest request =
       CancelHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelHyperparameterTuningJob(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

      • cancelHyperparameterTuningJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CancelHyperparameterTuningJobRequest,​com.google.protobuf.Empty> cancelHyperparameterTuningJobCallable()
        Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a [HyperparameterTuningJob.error][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [HyperparameterTuningJob.state][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelHyperparameterTuningJobRequest request =
       CancelHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture<Empty> future =
       jobServiceClient.cancelHyperparameterTuningJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • createNasJob

        public final NasJob createNasJob​(LocationName parent,
                                 NasJob nasJob)
        Creates a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   NasJob nasJob = NasJob.newBuilder().build();
   NasJob response = jobServiceClient.createNasJob(parent, nasJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the NasJob in. Format: `projects/{project}/locations/{location}`
        nasJob - Required. The NasJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createNasJob

        public final NasJob createNasJob​(String parent,
                                 NasJob nasJob)
        Creates a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   NasJob nasJob = NasJob.newBuilder().build();
   NasJob response = jobServiceClient.createNasJob(parent, nasJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the NasJob in. Format: `projects/{project}/locations/{location}`
        nasJob - Required. The NasJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createNasJob

        public final NasJob createNasJob​(CreateNasJobRequest request)
        Creates a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateNasJobRequest request =
       CreateNasJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setNasJob(NasJob.newBuilder().build())
           .build();
   NasJob response = jobServiceClient.createNasJob(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

      • createNasJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateNasJobRequest,​NasJob> createNasJobCallable()
        Creates a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateNasJobRequest request =
       CreateNasJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setNasJob(NasJob.newBuilder().build())
           .build();
   ApiFuture<NasJob> future = jobServiceClient.createNasJobCallable().futureCall(request);
   // Do something.
   NasJob response = future.get();
 }

      • getNasJob

        public final NasJob getNasJob​(NasJobName name)
        Gets a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   NasJobName name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]");
   NasJob response = jobServiceClient.getNasJob(name);
 }
        Parameters:
        name - Required. The name of the NasJob resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getNasJob

        public final NasJob getNasJob​(String name)
        Gets a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString();
   NasJob response = jobServiceClient.getNasJob(name);
 }
        Parameters:
        name - Required. The name of the NasJob resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getNasJob

        public final NasJob getNasJob​(GetNasJobRequest request)
        Gets a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetNasJobRequest request =
       GetNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   NasJob response = jobServiceClient.getNasJob(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

      • getNasJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetNasJobRequest,​NasJob> getNasJobCallable()
        Gets a NasJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetNasJobRequest request =
       GetNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   ApiFuture<NasJob> future = jobServiceClient.getNasJobCallable().futureCall(request);
   // Do something.
   NasJob response = future.get();
 }

      • listNasJobs

        public final JobServiceClient.ListNasJobsPagedResponse listNasJobs​(LocationName parent)
        Lists NasJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (NasJob element : jobServiceClient.listNasJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the NasJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listNasJobs

        public final JobServiceClient.ListNasJobsPagedResponse listNasJobs​(String parent)
        Lists NasJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (NasJob element : jobServiceClient.listNasJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the NasJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listNasJobs

        public final JobServiceClient.ListNasJobsPagedResponse listNasJobs​(ListNasJobsRequest request)
        Lists NasJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasJobsRequest request =
       ListNasJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (NasJob element : jobServiceClient.listNasJobs(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

      • listNasJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListNasJobsRequest,​JobServiceClient.ListNasJobsPagedResponse> listNasJobsPagedCallable()
        Lists NasJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasJobsRequest request =
       ListNasJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<NasJob> future = jobServiceClient.listNasJobsPagedCallable().futureCall(request);
   // Do something.
   for (NasJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listNasJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListNasJobsRequest,​ListNasJobsResponse> listNasJobsCallable()
        Lists NasJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasJobsRequest request =
       ListNasJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListNasJobsResponse response = jobServiceClient.listNasJobsCallable().call(request);
     for (NasJob element : response.getNasJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • deleteNasJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteNasJobAsync​(NasJobName name)
        Deletes a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   NasJobName name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]");
   jobServiceClient.deleteNasJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the NasJob resource to be deleted. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteNasJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteNasJobAsync​(String name)
        Deletes a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString();
   jobServiceClient.deleteNasJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the NasJob resource to be deleted. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteNasJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteNasJobAsync​(DeleteNasJobRequest request)
        Deletes a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteNasJobRequest request =
       DeleteNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   jobServiceClient.deleteNasJobAsync(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

      • deleteNasJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteNasJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteNasJobOperationCallable()
        Deletes a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteNasJobRequest request =
       DeleteNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient.deleteNasJobOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteNasJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteNasJobRequest,​com.google.longrunning.Operation> deleteNasJobCallable()
        Deletes a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteNasJobRequest request =
       DeleteNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   ApiFuture<Operation> future = jobServiceClient.deleteNasJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • cancelNasJob

        public final void cancelNasJob​(NasJobName name)
        Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetNasJob][google.cloud.aiplatform.v1beta1.JobService.GetNasJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a [NasJob.error][google.cloud.aiplatform.v1beta1.NasJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [NasJob.state][google.cloud.aiplatform.v1beta1.NasJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   NasJobName name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]");
   jobServiceClient.cancelNasJob(name);
 }
        Parameters:
        name - Required. The name of the NasJob to cancel. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelNasJob

        public final void cancelNasJob​(String name)
        Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetNasJob][google.cloud.aiplatform.v1beta1.JobService.GetNasJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a [NasJob.error][google.cloud.aiplatform.v1beta1.NasJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [NasJob.state][google.cloud.aiplatform.v1beta1.NasJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString();
   jobServiceClient.cancelNasJob(name);
 }
        Parameters:
        name - Required. The name of the NasJob to cancel. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelNasJob

        public final void cancelNasJob​(CancelNasJobRequest request)
        Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetNasJob][google.cloud.aiplatform.v1beta1.JobService.GetNasJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a [NasJob.error][google.cloud.aiplatform.v1beta1.NasJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [NasJob.state][google.cloud.aiplatform.v1beta1.NasJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelNasJobRequest request =
       CancelNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   jobServiceClient.cancelNasJob(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

      • cancelNasJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CancelNasJobRequest,​com.google.protobuf.Empty> cancelNasJobCallable()
        Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetNasJob][google.cloud.aiplatform.v1beta1.JobService.GetNasJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a [NasJob.error][google.cloud.aiplatform.v1beta1.NasJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`, and [NasJob.state][google.cloud.aiplatform.v1beta1.NasJob.state] is set to `CANCELLED`.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelNasJobRequest request =
       CancelNasJobRequest.newBuilder()
           .setName(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .build();
   ApiFuture<Empty> future = jobServiceClient.cancelNasJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • getNasTrialDetail

        public final NasTrialDetail getNasTrialDetail​(NasTrialDetailName name)
        Gets a NasTrialDetail.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   NasTrialDetailName name =
       NasTrialDetailName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]", "[NAS_TRIAL_DETAIL]");
   NasTrialDetail response = jobServiceClient.getNasTrialDetail(name);
 }
        Parameters:
        name - Required. The name of the NasTrialDetail resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}/nasTrialDetails/{nas_trial_detail}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getNasTrialDetail

        public final NasTrialDetail getNasTrialDetail​(String name)
        Gets a NasTrialDetail.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       NasTrialDetailName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]", "[NAS_TRIAL_DETAIL]")
           .toString();
   NasTrialDetail response = jobServiceClient.getNasTrialDetail(name);
 }
        Parameters:
        name - Required. The name of the NasTrialDetail resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}/nasTrialDetails/{nas_trial_detail}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getNasTrialDetail

        public final NasTrialDetail getNasTrialDetail​(GetNasTrialDetailRequest request)
        Gets a NasTrialDetail.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetNasTrialDetailRequest request =
       GetNasTrialDetailRequest.newBuilder()
           .setName(
               NasTrialDetailName.of(
                       "[PROJECT]", "[LOCATION]", "[NAS_JOB]", "[NAS_TRIAL_DETAIL]")
                   .toString())
           .build();
   NasTrialDetail response = jobServiceClient.getNasTrialDetail(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

      • getNasTrialDetailCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetNasTrialDetailRequest,​NasTrialDetail> getNasTrialDetailCallable()
        Gets a NasTrialDetail.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetNasTrialDetailRequest request =
       GetNasTrialDetailRequest.newBuilder()
           .setName(
               NasTrialDetailName.of(
                       "[PROJECT]", "[LOCATION]", "[NAS_JOB]", "[NAS_TRIAL_DETAIL]")
                   .toString())
           .build();
   ApiFuture<NasTrialDetail> future =
       jobServiceClient.getNasTrialDetailCallable().futureCall(request);
   // Do something.
   NasTrialDetail response = future.get();
 }

      • listNasTrialDetails

        public final JobServiceClient.ListNasTrialDetailsPagedResponse listNasTrialDetails​(NasJobName parent)
        List top NasTrialDetails of a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   NasJobName parent = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]");
   for (NasTrialDetail element : jobServiceClient.listNasTrialDetails(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The name of the NasJob resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listNasTrialDetails

        public final JobServiceClient.ListNasTrialDetailsPagedResponse listNasTrialDetails​(String parent)
        List top NasTrialDetails of a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString();
   for (NasTrialDetail element : jobServiceClient.listNasTrialDetails(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The name of the NasJob resource. Format: `projects/{project}/locations/{location}/nasJobs/{nas_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listNasTrialDetails

        public final JobServiceClient.ListNasTrialDetailsPagedResponse listNasTrialDetails​(ListNasTrialDetailsRequest request)
        List top NasTrialDetails of a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasTrialDetailsRequest request =
       ListNasTrialDetailsRequest.newBuilder()
           .setParent(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (NasTrialDetail element : jobServiceClient.listNasTrialDetails(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

      • listNasTrialDetailsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListNasTrialDetailsRequest,​JobServiceClient.ListNasTrialDetailsPagedResponse> listNasTrialDetailsPagedCallable()
        List top NasTrialDetails of a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasTrialDetailsRequest request =
       ListNasTrialDetailsRequest.newBuilder()
           .setParent(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<NasTrialDetail> future =
       jobServiceClient.listNasTrialDetailsPagedCallable().futureCall(request);
   // Do something.
   for (NasTrialDetail element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listNasTrialDetailsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListNasTrialDetailsRequest,​ListNasTrialDetailsResponse> listNasTrialDetailsCallable()
        List top NasTrialDetails of a NasJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListNasTrialDetailsRequest request =
       ListNasTrialDetailsRequest.newBuilder()
           .setParent(NasJobName.of("[PROJECT]", "[LOCATION]", "[NAS_JOB]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListNasTrialDetailsResponse response =
         jobServiceClient.listNasTrialDetailsCallable().call(request);
     for (NasTrialDetail element : response.getNasTrialDetailsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • createBatchPredictionJob

        public final BatchPredictionJob createBatchPredictionJob​(LocationName parent,
                                                         BatchPredictionJob batchPredictionJob)
        Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   BatchPredictionJob batchPredictionJob = BatchPredictionJob.newBuilder().build();
   BatchPredictionJob response =
       jobServiceClient.createBatchPredictionJob(parent, batchPredictionJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the BatchPredictionJob in. Format: `projects/{project}/locations/{location}`
        batchPredictionJob - Required. The BatchPredictionJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createBatchPredictionJob

        public final BatchPredictionJob createBatchPredictionJob​(String parent,
                                                         BatchPredictionJob batchPredictionJob)
        Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   BatchPredictionJob batchPredictionJob = BatchPredictionJob.newBuilder().build();
   BatchPredictionJob response =
       jobServiceClient.createBatchPredictionJob(parent, batchPredictionJob);
 }
        Parameters:
        parent - Required. The resource name of the Location to create the BatchPredictionJob in. Format: `projects/{project}/locations/{location}`
        batchPredictionJob - Required. The BatchPredictionJob to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createBatchPredictionJob

        public final BatchPredictionJob createBatchPredictionJob​(CreateBatchPredictionJobRequest request)
        Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateBatchPredictionJobRequest request =
       CreateBatchPredictionJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setBatchPredictionJob(BatchPredictionJob.newBuilder().build())
           .build();
   BatchPredictionJob response = jobServiceClient.createBatchPredictionJob(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

      • createBatchPredictionJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateBatchPredictionJobRequest,​BatchPredictionJob> createBatchPredictionJobCallable()
        Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateBatchPredictionJobRequest request =
       CreateBatchPredictionJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setBatchPredictionJob(BatchPredictionJob.newBuilder().build())
           .build();
   ApiFuture<BatchPredictionJob> future =
       jobServiceClient.createBatchPredictionJobCallable().futureCall(request);
   // Do something.
   BatchPredictionJob response = future.get();
 }

      • getBatchPredictionJob

        public final BatchPredictionJob getBatchPredictionJob​(BatchPredictionJobName name)
        Gets a BatchPredictionJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(name);
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob resource. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getBatchPredictionJob

        public final BatchPredictionJob getBatchPredictionJob​(String name)
        Gets a BatchPredictionJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(name);
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob resource. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getBatchPredictionJob

        public final BatchPredictionJob getBatchPredictionJob​(GetBatchPredictionJobRequest request)
        Gets a BatchPredictionJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetBatchPredictionJobRequest request =
       GetBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(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

      • getBatchPredictionJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetBatchPredictionJobRequest,​BatchPredictionJob> getBatchPredictionJobCallable()
        Gets a BatchPredictionJob

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetBatchPredictionJobRequest request =
       GetBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture<BatchPredictionJob> future =
       jobServiceClient.getBatchPredictionJobCallable().futureCall(request);
   // Do something.
   BatchPredictionJob response = future.get();
 }

      • listBatchPredictionJobs

        public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs​(LocationName parent)
        Lists BatchPredictionJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the BatchPredictionJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listBatchPredictionJobs

        public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs​(String parent)
        Lists BatchPredictionJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the BatchPredictionJobs from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listBatchPredictionJobs

        public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs​(ListBatchPredictionJobsRequest request)
        Lists BatchPredictionJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListBatchPredictionJobsRequest request =
       ListBatchPredictionJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(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

      • listBatchPredictionJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListBatchPredictionJobsRequest,​JobServiceClient.ListBatchPredictionJobsPagedResponse> listBatchPredictionJobsPagedCallable()
        Lists BatchPredictionJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListBatchPredictionJobsRequest request =
       ListBatchPredictionJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<BatchPredictionJob> future =
       jobServiceClient.listBatchPredictionJobsPagedCallable().futureCall(request);
   // Do something.
   for (BatchPredictionJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listBatchPredictionJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListBatchPredictionJobsRequest,​ListBatchPredictionJobsResponse> listBatchPredictionJobsCallable()
        Lists BatchPredictionJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListBatchPredictionJobsRequest request =
       ListBatchPredictionJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListBatchPredictionJobsResponse response =
         jobServiceClient.listBatchPredictionJobsCallable().call(request);
     for (BatchPredictionJob element : response.getBatchPredictionJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • deleteBatchPredictionJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteBatchPredictionJobAsync​(BatchPredictionJobName name)
        Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   jobServiceClient.deleteBatchPredictionJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob resource to be deleted. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteBatchPredictionJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteBatchPredictionJobAsync​(String name)
        Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   jobServiceClient.deleteBatchPredictionJobAsync(name).get();
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob resource to be deleted. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteBatchPredictionJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteBatchPredictionJobAsync​(DeleteBatchPredictionJobRequest request)
        Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteBatchPredictionJobAsync(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

      • deleteBatchPredictionJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteBatchPredictionJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteBatchPredictionJobOperationCallable()
        Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient.deleteBatchPredictionJobOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteBatchPredictionJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteBatchPredictionJobRequest,​com.google.longrunning.Operation> deleteBatchPredictionJobCallable()
        Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture<Operation> future =
       jobServiceClient.deleteBatchPredictionJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • cancelBatchPredictionJob

        public final void cancelBatchPredictionJob​(BatchPredictionJobName name)
        Cancels a BatchPredictionJob.

        Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its [BatchPredictionJob.state][google.cloud.aiplatform.v1beta1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already outputted by the job are not deleted.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   jobServiceClient.cancelBatchPredictionJob(name);
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob to cancel. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelBatchPredictionJob

        public final void cancelBatchPredictionJob​(String name)
        Cancels a BatchPredictionJob.

        Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its [BatchPredictionJob.state][google.cloud.aiplatform.v1beta1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already outputted by the job are not deleted.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   jobServiceClient.cancelBatchPredictionJob(name);
 }
        Parameters:
        name - Required. The name of the BatchPredictionJob to cancel. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • cancelBatchPredictionJob

        public final void cancelBatchPredictionJob​(CancelBatchPredictionJobRequest request)
        Cancels a BatchPredictionJob.

        Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its [BatchPredictionJob.state][google.cloud.aiplatform.v1beta1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already outputted by the job are not deleted.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelBatchPredictionJobRequest request =
       CancelBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelBatchPredictionJob(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

      • cancelBatchPredictionJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CancelBatchPredictionJobRequest,​com.google.protobuf.Empty> cancelBatchPredictionJobCallable()
        Cancels a BatchPredictionJob.

        Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob] or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its [BatchPredictionJob.state][google.cloud.aiplatform.v1beta1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already outputted by the job are not deleted.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelBatchPredictionJobRequest request =
       CancelBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture<Empty> future =
       jobServiceClient.cancelBatchPredictionJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • createModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob​(LocationName parent,
                                                                             ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)
        Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(parent, modelDeploymentMonitoringJob);
 }
        Parameters:
        parent - Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
        modelDeploymentMonitoringJob - Required. The ModelDeploymentMonitoringJob to create
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob​(String parent,
                                                                             ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)
        Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(parent, modelDeploymentMonitoringJob);
 }
        Parameters:
        parent - Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
        modelDeploymentMonitoringJob - Required. The ModelDeploymentMonitoringJob to create
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • createModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob​(CreateModelDeploymentMonitoringJobRequest request)
        Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateModelDeploymentMonitoringJobRequest request =
       CreateModelDeploymentMonitoringJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(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

      • createModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<CreateModelDeploymentMonitoringJobRequest,​ModelDeploymentMonitoringJob> createModelDeploymentMonitoringJobCallable()
        Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateModelDeploymentMonitoringJobRequest request =
       CreateModelDeploymentMonitoringJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .build();
   ApiFuture<ModelDeploymentMonitoringJob> future =
       jobServiceClient.createModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   ModelDeploymentMonitoringJob response = future.get();
 }

      • searchModelDeploymentMonitoringStatsAnomalies

        public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies​(ModelDeploymentMonitoringJobName modelDeploymentMonitoringJob,
                                                                                                                                       String deployedModelId)
        Searches Model Monitoring Statistics generated within a given time window.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   String deployedModelId = "deployedModelId-1817547906";
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient
           .searchModelDeploymentMonitoringStatsAnomalies(
               modelDeploymentMonitoringJob, deployedModelId)
           .iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        modelDeploymentMonitoringJob - Required. ModelDeploymentMonitoring Job resource name. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        deployedModelId - Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • searchModelDeploymentMonitoringStatsAnomalies

        public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies​(String modelDeploymentMonitoringJob,
                                                                                                                                       String deployedModelId)
        Searches Model Monitoring Statistics generated within a given time window.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   String deployedModelId = "deployedModelId-1817547906";
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient
           .searchModelDeploymentMonitoringStatsAnomalies(
               modelDeploymentMonitoringJob, deployedModelId)
           .iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        modelDeploymentMonitoringJob - Required. ModelDeploymentMonitoring Job resource name. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        deployedModelId - Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • searchModelDeploymentMonitoringStatsAnomalies

        public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies​(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)
        Searches Model Monitoring Statistics generated within a given time window.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList<
                   SearchModelDeploymentMonitoringStatsAnomaliesRequest
                       .StatsAnomaliesObjective>())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient.searchModelDeploymentMonitoringStatsAnomalies(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

      • searchModelDeploymentMonitoringStatsAnomaliesPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,​JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse> searchModelDeploymentMonitoringStatsAnomaliesPagedCallable()
        Searches Model Monitoring Statistics generated within a given time window.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList<
                   SearchModelDeploymentMonitoringStatsAnomaliesRequest
                       .StatsAnomaliesObjective>())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   ApiFuture<ModelMonitoringStatsAnomalies> future =
       jobServiceClient
           .searchModelDeploymentMonitoringStatsAnomaliesPagedCallable()
           .futureCall(request);
   // Do something.
   for (ModelMonitoringStatsAnomalies element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • searchModelDeploymentMonitoringStatsAnomaliesCallable

        public final com.google.api.gax.rpc.UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,​SearchModelDeploymentMonitoringStatsAnomaliesResponse> searchModelDeploymentMonitoringStatsAnomaliesCallable()
        Searches Model Monitoring Statistics generated within a given time window.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList<
                   SearchModelDeploymentMonitoringStatsAnomaliesRequest
                       .StatsAnomaliesObjective>())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   while (true) {
     SearchModelDeploymentMonitoringStatsAnomaliesResponse response =
         jobServiceClient.searchModelDeploymentMonitoringStatsAnomaliesCallable().call(request);
     for (ModelMonitoringStatsAnomalies element : response.getMonitoringStatsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • getModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob​(ModelDeploymentMonitoringJobName name)
        Gets a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob​(String name)
        Gets a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelDeploymentMonitoringJob

        public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob​(GetModelDeploymentMonitoringJobRequest request)
        Gets a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetModelDeploymentMonitoringJobRequest request =
       GetModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(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

      • getModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetModelDeploymentMonitoringJobRequest,​ModelDeploymentMonitoringJob> getModelDeploymentMonitoringJobCallable()
        Gets a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetModelDeploymentMonitoringJobRequest request =
       GetModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<ModelDeploymentMonitoringJob> future =
       jobServiceClient.getModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   ModelDeploymentMonitoringJob response = future.get();
 }

      • listModelDeploymentMonitoringJobs

        public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs​(LocationName parent)
        Lists ModelDeploymentMonitoringJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelDeploymentMonitoringJobs

        public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs​(String parent)
        Lists ModelDeploymentMonitoringJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelDeploymentMonitoringJobs

        public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs​(ListModelDeploymentMonitoringJobsRequest request)
        Lists ModelDeploymentMonitoringJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListModelDeploymentMonitoringJobsRequest request =
       ListModelDeploymentMonitoringJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(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

      • listModelDeploymentMonitoringJobsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelDeploymentMonitoringJobsRequest,​JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse> listModelDeploymentMonitoringJobsPagedCallable()
        Lists ModelDeploymentMonitoringJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListModelDeploymentMonitoringJobsRequest request =
       ListModelDeploymentMonitoringJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ModelDeploymentMonitoringJob> future =
       jobServiceClient.listModelDeploymentMonitoringJobsPagedCallable().futureCall(request);
   // Do something.
   for (ModelDeploymentMonitoringJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listModelDeploymentMonitoringJobsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelDeploymentMonitoringJobsRequest,​ListModelDeploymentMonitoringJobsResponse> listModelDeploymentMonitoringJobsCallable()
        Lists ModelDeploymentMonitoringJobs in a Location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListModelDeploymentMonitoringJobsRequest request =
       ListModelDeploymentMonitoringJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelDeploymentMonitoringJobsResponse response =
         jobServiceClient.listModelDeploymentMonitoringJobsCallable().call(request);
     for (ModelDeploymentMonitoringJob element :
         response.getModelDeploymentMonitoringJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • updateModelDeploymentMonitoringJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<ModelDeploymentMonitoringJob,​UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobAsync​(ModelDeploymentMonitoringJob modelDeploymentMonitoringJob,
                                                                                                                                                                                            com.google.protobuf.FieldMask updateMask)
        Updates a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   FieldMask updateMask = FieldMask.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient
           .updateModelDeploymentMonitoringJobAsync(modelDeploymentMonitoringJob, updateMask)
           .get();
 }
        Parameters:
        modelDeploymentMonitoringJob - Required. The model monitoring configuration which replaces the resource on the server.
        updateMask - Required. The update mask is used to specify the fields to be overwritten in the ModelDeploymentMonitoringJob resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field will be overwritten if it is in the mask. If the user does not provide a mask then only the non-empty fields present in the request will be overwritten. Set the update_mask to `*` to override all fields. For the objective config, the user can either provide the update mask for model_deployment_monitoring_objective_configs or any combination of its nested fields, such as: model_deployment_monitoring_objective_configs.objective_config.training_dataset.

        Updatable fields:

        * `display_name` * `model_deployment_monitoring_schedule_config` * `model_monitoring_alert_config` * `logging_sampling_strategy` * `labels` * `log_ttl` * `enable_monitoring_pipeline_logs` . and * `model_deployment_monitoring_objective_configs` . or * `model_deployment_monitoring_objective_configs.objective_config.training_dataset` * `model_deployment_monitoring_objective_configs.objective_config.training_prediction_skew_detection_config` * `model_deployment_monitoring_objective_configs.objective_config.prediction_drift_detection_config`

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

      • updateModelDeploymentMonitoringJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<ModelDeploymentMonitoringJob,​UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobAsync​(UpdateModelDeploymentMonitoringJobRequest request)
        Updates a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.updateModelDeploymentMonitoringJobAsync(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

      • updateModelDeploymentMonitoringJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<UpdateModelDeploymentMonitoringJobRequest,​ModelDeploymentMonitoringJob,​UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobOperationCallable()
        Updates a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   OperationFuture<
           ModelDeploymentMonitoringJob, UpdateModelDeploymentMonitoringJobOperationMetadata>
       future =
           jobServiceClient
               .updateModelDeploymentMonitoringJobOperationCallable()
               .futureCall(request);
   // Do something.
   ModelDeploymentMonitoringJob response = future.get();
 }

      • updateModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<UpdateModelDeploymentMonitoringJobRequest,​com.google.longrunning.Operation> updateModelDeploymentMonitoringJobCallable()
        Updates a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Operation> future =
       jobServiceClient.updateModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

      • deleteModelDeploymentMonitoringJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelDeploymentMonitoringJobAsync​(ModelDeploymentMonitoringJobName name)
        Deletes a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(name).get();
 }
        Parameters:
        name - Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelDeploymentMonitoringJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelDeploymentMonitoringJobAsync​(String name)
        Deletes a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(name).get();
 }
        Parameters:
        name - Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelDeploymentMonitoringJobAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelDeploymentMonitoringJobAsync​(DeleteModelDeploymentMonitoringJobRequest request)
        Deletes a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(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

      • deleteModelDeploymentMonitoringJobOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteModelDeploymentMonitoringJobRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelDeploymentMonitoringJobOperationCallable()
        Deletes a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       jobServiceClient
           .deleteModelDeploymentMonitoringJobOperationCallable()
           .futureCall(request);
   // Do something.
   future.get();
 }

      • deleteModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteModelDeploymentMonitoringJobRequest,​com.google.longrunning.Operation> deleteModelDeploymentMonitoringJobCallable()
        Deletes a ModelDeploymentMonitoringJob.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<Operation> future =
       jobServiceClient.deleteModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • pauseModelDeploymentMonitoringJob

        public final void pauseModelDeploymentMonitoringJob​(ModelDeploymentMonitoringJobName name)
        Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.pauseModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob to pause. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • pauseModelDeploymentMonitoringJob

        public final void pauseModelDeploymentMonitoringJob​(String name)
        Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.pauseModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob to pause. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • pauseModelDeploymentMonitoringJob

        public final void pauseModelDeploymentMonitoringJob​(PauseModelDeploymentMonitoringJobRequest request)
        Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   PauseModelDeploymentMonitoringJobRequest request =
       PauseModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.pauseModelDeploymentMonitoringJob(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

      • pauseModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<PauseModelDeploymentMonitoringJobRequest,​com.google.protobuf.Empty> pauseModelDeploymentMonitoringJobCallable()
        Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   PauseModelDeploymentMonitoringJobRequest request =
       PauseModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<Empty> future =
       jobServiceClient.pauseModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • resumeModelDeploymentMonitoringJob

        public final void resumeModelDeploymentMonitoringJob​(ModelDeploymentMonitoringJobName name)
        Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.resumeModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob to resume. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • resumeModelDeploymentMonitoringJob

        public final void resumeModelDeploymentMonitoringJob​(String name)
        Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.resumeModelDeploymentMonitoringJob(name);
 }
        Parameters:
        name - Required. The resource name of the ModelDeploymentMonitoringJob to resume. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • resumeModelDeploymentMonitoringJob

        public final void resumeModelDeploymentMonitoringJob​(ResumeModelDeploymentMonitoringJobRequest request)
        Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ResumeModelDeploymentMonitoringJobRequest request =
       ResumeModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.resumeModelDeploymentMonitoringJob(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

      • resumeModelDeploymentMonitoringJobCallable

        public final com.google.api.gax.rpc.UnaryCallable<ResumeModelDeploymentMonitoringJobRequest,​com.google.protobuf.Empty> resumeModelDeploymentMonitoringJobCallable()
        Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ResumeModelDeploymentMonitoringJobRequest request =
       ResumeModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<Empty> future =
       jobServiceClient.resumeModelDeploymentMonitoringJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • listLocations

        public final JobServiceClient.ListLocationsPagedResponse listLocations​(com.google.cloud.location.ListLocationsRequest request)
        Lists information about the supported locations for this service.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Location element : jobServiceClient.listLocations(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

      • listLocationsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,​JobServiceClient.ListLocationsPagedResponse> listLocationsPagedCallable()
        Lists information about the supported locations for this service.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Location> future =
       jobServiceClient.listLocationsPagedCallable().futureCall(request);
   // Do something.
   for (Location element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listLocationsCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,​com.google.cloud.location.ListLocationsResponse> listLocationsCallable()
        Lists information about the supported locations for this service.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListLocationsResponse response = jobServiceClient.listLocationsCallable().call(request);
     for (Location element : response.getLocationsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • getLocation

        public final com.google.cloud.location.Location getLocation​(com.google.cloud.location.GetLocationRequest request)
        Gets information about a location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   Location response = jobServiceClient.getLocation(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

      • getLocationCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.GetLocationRequest,​com.google.cloud.location.Location> getLocationCallable()
        Gets information about a location.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   ApiFuture<Location> future = jobServiceClient.getLocationCallable().futureCall(request);
   // Do something.
   Location response = future.get();
 }

      • setIamPolicy

        public final com.google.iam.v1.Policy setIamPolicy​(com.google.iam.v1.SetIamPolicyRequest request)
        Sets the access control policy on the specified resource. Replacesany existing policy.

        Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Policy response = jobServiceClient.setIamPolicy(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

      • setIamPolicyCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,​com.google.iam.v1.Policy> setIamPolicyCallable()
        Sets the access control policy on the specified resource. Replacesany existing policy.

        Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Policy> future = jobServiceClient.setIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

      • getIamPolicy

        public final com.google.iam.v1.Policy getIamPolicy​(com.google.iam.v1.GetIamPolicyRequest request)
        Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   Policy response = jobServiceClient.getIamPolicy(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

      • getIamPolicyCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,​com.google.iam.v1.Policy> getIamPolicyCallable()
        Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   ApiFuture<Policy> future = jobServiceClient.getIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

      • testIamPermissions

        public final com.google.iam.v1.TestIamPermissionsResponse testIamPermissions​(com.google.iam.v1.TestIamPermissionsRequest request)
        Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

        Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   TestIamPermissionsResponse response = jobServiceClient.testIamPermissions(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

      • testIamPermissionsCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,​com.google.iam.v1.TestIamPermissionsResponse> testIamPermissionsCallable()
        Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

        Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.

        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 (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   ApiFuture<TestIamPermissionsResponse> future =
       jobServiceClient.testIamPermissionsCallable().futureCall(request);
   // Do something.
   TestIamPermissionsResponse response = future.get();
 }

      • 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