일괄 처리를 사용하는 단계는 다음과 같습니다.
새 일괄 작업 만들기
BatchJob
리소스를 만들려면 MutateBatchJob
를 호출합니다.
자바
private String createBatchJob(BatchJobServiceClient batchJobServiceClient, long customerId) { BatchJobOperation operation = BatchJobOperation.newBuilder().setCreate(BatchJob.newBuilder().build()).build(); String batchJobResourceName = batchJobServiceClient .mutateBatchJob(Long.toString(customerId), operation) .getResult() .getResourceName(); System.out.printf("Created a mutate job with resource name: '%s'.%n", batchJobResourceName); return batchJobResourceName; }
C#
private static string CreateBatchJob(BatchJobServiceClient batchJobService, long customerId) { BatchJobOperation operation = new BatchJobOperation() { Create = new BatchJob() { } }; string batchJobResourceName = batchJobService.MutateBatchJob(customerId.ToString(), operation) .Result.ResourceName; Console.WriteLine($"Created a batch job with resource name: " + $"'{batchJobResourceName}'."); return batchJobResourceName; }
PHP
private static function createBatchJob( BatchJobServiceClient $batchJobServiceClient, int $customerId ): string { // Creates a batch job operation to create a new batch job. $batchJobOperation = new BatchJobOperation(); $batchJobOperation->setCreate(new BatchJob()); // Issues a request to the API and get the batch job's resource name. $batchJobResourceName = $batchJobServiceClient->mutateBatchJob( MutateBatchJobRequest::build($customerId, $batchJobOperation) )->getResult()->getResourceName(); printf( "Created a batch job with resource name: '%s'.%s", $batchJobResourceName, PHP_EOL ); return $batchJobResourceName; }
Python
def create_batch_job(batch_job_service, customer_id, batch_job_operation): """Creates a batch job for the specified customer ID. Args: batch_job_service: an instance of the BatchJobService message class. customer_id: a str of a customer ID. batch_job_operation: a BatchJobOperation instance set to "create" Returns: a str of a resource name for a batch job. """ try: response = batch_job_service.mutate_batch_job( customer_id=customer_id, operation=batch_job_operation ) resource_name = response.result.resource_name print(f'Created a batch job with resource name "{resource_name}"') return resource_name except GoogleAdsException as exception: handle_googleads_exception(exception)
Ruby
def create_batch_job(client, batch_job_service, customer_id) # Creates a batch job operation to create a new batch job. operation = client.operation.create_resource.batch_job # Issues a request to the API and get the batch job's resource name. response = batch_job_service.mutate_batch_job( customer_id: customer_id, operation: operation ) batch_job_resource_name = response.result.resource_name puts "Created a batch job with resource name: '#{batch_job_resource_name}'" batch_job_resource_name end
Perl
sub create_batch_job { my ($batch_job_service, $customer_id) = @_; # Create a batch job operation. my $batch_job_operation = Google::Ads::GoogleAds::V19::Services::BatchJobService::BatchJobOperation-> new({create => Google::Ads::GoogleAds::V19::Resources::BatchJob->new({})}); my $batch_job_resource_name = $batch_job_service->mutate({ customerId => $customer_id, operation => $batch_job_operation })->{result}{resourceName}; printf "Created a batch job with resource name: '%s'.\n", $batch_job_resource_name; return $batch_job_resource_name; }
cURL
# Creates a batch job. # # Variables: # API_VERSION, # CUSTOMER_ID, # DEVELOPER_TOKEN, # MANAGER_CUSTOMER_ID, # OAUTH2_ACCESS_TOKEN: # See https://developers.google.com/google-ads/api/rest/auth#request_headers # for details. curl -f --request POST \ "https://googleads.googleapis.com/v${API_VERSION}/customers/${CUSTOMER_ID}/batchJobs:mutate" \ --header "Content-Type: application/json" \ --header "developer-token: ${DEVELOPER_TOKEN}" \ --header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \ --header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \ --data @- <<EOF { "operation": { "create": {} } } EOF
이 절차의 시점에서 작업의 status
는 PENDING
입니다.
일괄 작업에 하나 이상의 변형 작업 추가
AddBatchJobOperations
를 호출하여 이전 단계에서 만든 일괄 작업에 MutateOperation
를 하나 이상 추가합니다.
그러면 응답에 다음이 포함됩니다.
- 이 작업에 지금까지 추가된 총 작업 수
- 이 메서드를 호출하여 더 많은 작업을 추가할 때 사용할 시퀀스 토큰
AddBatchJobOperations
를 다시 호출하여 더 많은 작업을 추가할 때는 요청의 sequence_token
필드에 이전에 가져온 시퀀스 토큰을 지정해야 합니다. 이전에 가져온 토큰이 아닌 시퀀스 토큰을 사용하여 메서드를 호출하면 오류가 발생합니다.
sequence_token
는 나중에 검색할 수 있는 BatchJob
의 next_add_sequence_token
로도 사용할 수 있습니다.
새 캠페인과 해당 광고 그룹, 광고, 키워드로 구성된 전체 캠페인과 같은 종속 객체를 만드는 경우 임시 ID를 사용하여 리소스 이름을 지정할 수 있습니다.
자바
private void addAllBatchJobOperations( BatchJobServiceClient batchJobServiceClient, long customerId, String batchJobResourceName) { AddBatchJobOperationsResponse response = batchJobServiceClient.addBatchJobOperations( AddBatchJobOperationsRequest.newBuilder() .setResourceName(batchJobResourceName) .addAllMutateOperations(buildAllOperations(customerId)) .build()); System.out.printf( "%d mutate operations have been added so far.%n", response.getTotalOperations()); // You can use this next sequence token for calling addBatchJobOperations() next time. System.out.printf( "Next sequence token for adding next operations is '%s'.%n", response.getNextSequenceToken()); }
C#
private static void AddAllBatchJobOperations(BatchJobServiceClient batchJobService, long customerId, string batchJobResourceName) { AddBatchJobOperationsResponse response = batchJobService.AddBatchJobOperations( new AddBatchJobOperationsRequest() { ResourceName = batchJobResourceName, MutateOperations = { BuildAllOperations(customerId) } }); Console.WriteLine($"{response.TotalOperations} mutate operations have been added" + $" so far."); // You can use this next sequence token for calling AddBatchJobOperations() next time. Console.WriteLine($"Next sequence token for adding next operations is " + $"'{response.NextSequenceToken}'."); }
PHP
private static function addAllBatchJobOperations( BatchJobServiceClient $batchJobServiceClient, int $customerId, string $batchJobResourceName ): void { $response = $batchJobServiceClient->addBatchJobOperations( AddBatchJobOperationsRequest::build( $batchJobResourceName, '', self::buildAllOperations($customerId) ) ); printf( "%d mutate operations have been added so far.%s", $response->getTotalOperations(), PHP_EOL ); // You can use this next sequence token for calling addBatchJobOperations() next time. printf( "Next sequence token for adding next operations is '%s'.%s", $response->getNextSequenceToken(), PHP_EOL ); }
Python
def add_all_batch_job_operations(batch_job_service, operations, resource_name): """Adds all mutate operations to the batch job. As this is the first time for this batch job, we pass null as a sequence token. The response will contain the next sequence token that we can use to upload more operations in the future. Args: batch_job_service: an instance of the BatchJobService message class. operations: a list of a mutate operations. resource_name: a str of a resource name for a batch job. """ try: response = batch_job_service.add_batch_job_operations( resource_name=resource_name, sequence_token=None, mutate_operations=operations, ) print( f"{response.total_operations} mutate operations have been " "added so far." ) # You can use this next sequence token for calling # add_batch_job_operations() next time. print( "Next sequence token for adding next operations is " f"{response.next_sequence_token}" ) except GoogleAdsException as exception: handle_googleads_exception(exception)
Ruby
def add_all_batch_job_operations( client, batch_job_service, customer_id, batch_job_resource_name) response = batch_job_service.add_batch_job_operations( resource_name: batch_job_resource_name, mutate_operations: build_all_operations(client, customer_id), ) puts "#{response.total_operations} mutate operations have been added so far." # You can use this next sequence token for calling # add_all_batch_job_operations() next time puts "Next sequence token for adding next operations is " \ "'#{response.next_sequence_token}'" end
Perl
sub add_all_batch_job_operations { my ($batch_job_service, $customer_id, $batch_job_resource_name) = @_; my $add_batch_job_operations_response = $batch_job_service->add_operations({ resourceName => $batch_job_resource_name, sequenceToken => undef, mutateOperations => build_all_operations($customer_id)}); printf "%d batch operations have been added so far.\n", $add_batch_job_operations_response->{totalOperations}; # You can use this next sequence token for calling add_operations() next time. printf "Next sequence token for adding next operations is '%s'.\n", $add_batch_job_operations_response->{nextSequenceToken}; }
cURL
# Adds operations to a batch job. # # Variables: # API_VERSION, # CUSTOMER_ID, # DEVELOPER_TOKEN, # MANAGER_CUSTOMER_ID, # OAUTH2_ACCESS_TOKEN: # See https://developers.google.com/google-ads/api/rest/auth#request_headers # for details. # BATCH_JOB_RESOURCE_NAME: # The resource name of the batch job to which the operations should be added # as returned by the previous step. curl -f --request POST \ "https://googleads.googleapis.com/v${API_VERSION}/${BATCH_JOB_RESOURCE_NAME}:addOperations" \ --header "Content-Type: application/json" \ --header "developer-token: ${DEVELOPER_TOKEN}" \ --header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \ --header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \ --data @- <<EOF { "mutateOperations": [ { "campaignBudgetOperation": { "create": { "resourceName": "customers/${CUSTOMER_ID}/campaignBudgets/-1", "name": "batch job budget #${RANDOM}", "deliveryMethod": "STANDARD", "amountMicros": 5000000 } } }, { "campaignOperation": { "create": { "advertisingChannelType": "SEARCH", "status": "PAUSED", "name": "batch job campaign #${RANDOM}", "campaignBudget": "customers/${CUSTOMER_ID}/campaignBudgets/-1", "resourceName": "customers/${CUSTOMER_ID}/campaigns/-2", "manualCpc": { } } }, } ] } EOF
클라이언트 라이브러리의 GitHub에서 빌드 작업 함수의 콘텐츠를 보려면 클릭하세요.
자바
buildAllOperations()
C#
BuildAllOperations()
PHP
buildAllOperations()
Python
build_all_operations()
Ruby
build_all_operations()
Perl
build_all_operations
일괄 작업 실행
모든 작업을 추가한 후 업로드된 작업에서 RunBatchJob
를 호출하여 Google Ads API에 일괄 작업을 실행하도록 요청할 수 있습니다.
자바
private OperationFuture runBatchJob( BatchJobServiceClient batchJobServiceClient, String batchJobResourceName) { OperationFuture operationResponse = batchJobServiceClient.runBatchJobAsync(batchJobResourceName); // BEWARE! The above call returns an OperationFuture. The execution of that future depends on // the thread pool which is owned by batchJobServiceClient. If you use this future, you *must* // keep the service client in scope too. // See https://developers.google.com/google-ads/api/docs/client-libs/java/lro for more detail. System.out.printf( "Mutate job with resource name '%s' has been executed.%n", batchJobResourceName); return operationResponse; }
C#
private Operation<Empty, BatchJobMetadata> RunBatchJob( BatchJobServiceClient batchJobService, string batchJobResourceName) { Operation<Empty, BatchJobMetadata> operationResponse = batchJobService.RunBatchJob(batchJobResourceName); Console.WriteLine($"Batch job with resource name '{batchJobResourceName}' has been " + $"executed."); return operationResponse; }
PHP
private static function runBatchJob( BatchJobServiceClient $batchJobServiceClient, string $batchJobResourceName ): OperationResponse { $operationResponse = $batchJobServiceClient->runBatchJob(RunBatchJobRequest::build($batchJobResourceName)); printf( "Batch job with resource name '%s' has been executed.%s", $batchJobResourceName, PHP_EOL ); return $operationResponse; }
Python
def run_batch_job(batch_job_service, resource_name): """Runs the batch job for executing all uploaded mutate operations. Args: batch_job_service: an instance of the BatchJobService message class. resource_name: a str of a resource name for a batch job. Returns: a google.api_core.operation.Operation instance. """ try: response = batch_job_service.run_batch_job(resource_name=resource_name) print( f'Batch job with resource name "{resource_name}" has been ' "executed." ) return response except GoogleAdsException as exception: handle_googleads_exception(exception)
Ruby
def run_batch_job(batch_job_service, batch_job_resource_name) operation_response = batch_job_service.run_batch_job( resource_name: batch_job_resource_name, ) puts "Batch job with resource name '#{batch_job_resource_name}' " \ "has been executed." operation_response end
Perl
sub run_batch_job { my ($batch_job_service, $batch_job_resource_name) = @_; my $batch_job_lro = $batch_job_service->run({resourceName => $batch_job_resource_name}); printf "Batch job with resource name '%s' has been executed.\n", $batch_job_resource_name; return $batch_job_lro; }
cURL
# Runs a batch job. # # Variables: # API_VERSION, # CUSTOMER_ID, # DEVELOPER_TOKEN, # MANAGER_CUSTOMER_ID, # OAUTH2_ACCESS_TOKEN: # See https://developers.google.com/google-ads/api/rest/auth#request_headers # for details. # BATCH_JOB_RESOURCE_NAME: # The resource name of the batch job to run as returned by the previous step. curl -f --request POST \ "https://googleads.googleapis.com/v19/${BATCH_JOB_RESOURCE_NAME}:run" \ --header "Content-Type: application/json" \ --header "developer-token: ${DEVELOPER_TOKEN}" \ --header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \ --header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \ --data @- <<EOF {} EOF
반환된 응답은 장기 실행 Operation
(LRO)의 객체입니다. LRO에는 작업 상태에 관한 정보와 함께 일괄 작업의 메타데이터가 포함됩니다.
일괄 작업이 완료될 때까지 일괄 작업의 상태를 폴링합니다.
다음 단계는 LRO의 done
값이 true
이 될 때까지 LRO의 GetOperation
를 사용하여 일괄 작업의 상태를 폴링하는 것입니다.
자바
private void pollBatchJob(OperationFuture operationResponse) { try { operationResponse.get(MAX_TOTAL_POLL_INTERVAL_SECONDS, TimeUnit.SECONDS); } catch (InterruptedException | ExecutionException | TimeoutException e) { System.err.printf("Failed polling the mutate job. Exception: %s%n", e); System.exit(1); } }
C#
private static void PollBatchJob(Operation<Empty, BatchJobMetadata> operationResponse) { PollSettings pollSettings = new PollSettings( Expiration.FromTimeout(TimeSpan.FromSeconds(MAX_TOTAL_POLL_INTERVAL_SECONDS)), TimeSpan.FromSeconds(1)); operationResponse.PollUntilCompleted(pollSettings); }
PHP
private static function pollBatchJob(OperationResponse $operationResponse): void { $operationResponse->pollUntilComplete([ 'initialPollDelayMillis' => self::POLL_FREQUENCY_SECONDS * 1000, 'totalPollTimeoutMillis' => self::MAX_TOTAL_POLL_INTERVAL_SECONDS * 1000 ]); }
Python
def poll_batch_job(operations_response, event): """Polls the server until the batch job execution finishes. Sets the initial poll delay time and the total time to wait before time-out. Args: operations_response: a google.api_core.operation.Operation instance. event: an instance of asyncio.Event to invoke once the operations have completed, alerting the awaiting calling code that it can proceed. """ loop = asyncio.get_event_loop() def done_callback(future): # The operations_response object will call callbacks from a daemon # thread so we must use a threadsafe method of setting the event here # otherwise it will not trigger the awaiting code. loop.call_soon_threadsafe(event.set) # operations_response represents a Long-Running Operation or LRO. The class # provides an interface for polling the API to check when the operation is # complete. Below we use the asynchronous interface, but there's also a # synchronous interface that uses the Operation.result method. # See: https://googleapis.dev/python/google-api-core/latest/operation.html operations_response.add_done_callback(done_callback)
Ruby
def poll_batch_job(operation_response) operation_response.wait_until_done! end
Perl
sub poll_batch_job { my ($operation_service, $batch_job_lro) = @_; $operation_service->poll_until_done({ name => $batch_job_lro->{name}, pollFrequencySeconds => POLL_FREQUENCY_SECONDS, pollTimeoutSeconds => POLL_TIMEOUT_SECONDS }); }
cURL
# Gets the status of a batch job. # # Variables: # API_VERSION, # CUSTOMER_ID, # DEVELOPER_TOKEN, # MANAGER_CUSTOMER_ID, # OAUTH2_ACCESS_TOKEN: # See https://developers.google.com/google-ads/api/rest/auth#request_headers # for details. # BATCH_JOB_OPERATION_NAME: # The operation name of the running batch job as returned by the previous # step. curl -f --request GET \ "https://googleads.googleapis.com/v${API_VERSION}/${BATCH_JOB_OPERATION_NAME}" \ --header "Content-Type: application/json" \ --header "developer-token: ${DEVELOPER_TOKEN}" \ --header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \ --header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \
모든 일괄 작업 결과 나열
모든 일괄 작업이 완료되면 ListBatchJobResults
를 사용하여 결과를 나열하고 상태와 응답을 출력합니다.
자바
private void fetchAndPrintResults( BatchJobServiceClient batchJobServiceClient, String batchJobResourceName) { System.out.printf( "Mutate job with resource name '%s' has finished. Now, printing its results...%n", batchJobResourceName); // Gets all the results from running mutate job and prints their information. ListBatchJobResultsPagedResponse batchJobResults = batchJobServiceClient.listBatchJobResults( ListBatchJobResultsRequest.newBuilder() .setResourceName(batchJobResourceName) .setPageSize(PAGE_SIZE) .build()); for (BatchJobResult batchJobResult : batchJobResults.iterateAll()) { System.out.printf( "Mutate job #%d has a status '%s' and response of type '%s'.%n", batchJobResult.getOperationIndex(), batchJobResult.getStatus().getMessage().isEmpty() ? "N/A" : batchJobResult.getStatus().getMessage(), batchJobResult .getMutateOperationResponse() .getResponseCase() .equals(ResponseCase.RESPONSE_NOT_SET) ? "N/A" : batchJobResult.getMutateOperationResponse().getResponseCase()); } }
C#
private static void FetchAndPrintResults(BatchJobServiceClient batchJobService, string batchJobResourceName) { Console.WriteLine($"batch job with resource name '{batchJobResourceName}' has " + $"finished. Now, printing its results..."); ListBatchJobResultsRequest request = new ListBatchJobResultsRequest() { ResourceName = batchJobResourceName, PageSize = PAGE_SIZE, }; ListBatchJobResultsResponse resp = new ListBatchJobResultsResponse(); // Gets all the results from running batch job and prints their information. foreach (BatchJobResult batchJobResult in batchJobService.ListBatchJobResults(request)) { if (!batchJobResult.IsFailed) { Console.WriteLine($"batch job result #{batchJobResult.OperationIndex} is " + $"successful and response is of type " + $"'{batchJobResult.MutateOperationResponse.ResponseCase}'."); } else { Console.WriteLine($"batch job result #{batchJobResult.OperationIndex} " + $"failed with error message {batchJobResult.Status.Message}."); foreach (GoogleAdsError error in batchJobResult.Failure.Errors) { Console.WriteLine($"Error found: {error}."); } } } }
PHP
private static function fetchAndPrintResults( BatchJobServiceClient $batchJobServiceClient, string $batchJobResourceName ): void { printf( "Batch job with resource name '%s' has finished. Now, printing its results...%s", $batchJobResourceName, PHP_EOL ); // Gets all the results from running batch job and print their information. $batchJobResults = $batchJobServiceClient->listBatchJobResults( ListBatchJobResultsRequest::build($batchJobResourceName)->setPageSize(self::PAGE_SIZE) ); foreach ($batchJobResults->iterateAllElements() as $batchJobResult) { /** @var BatchJobResult $batchJobResult */ printf( "Batch job #%d has a status '%s' and response of type '%s'.%s", $batchJobResult->getOperationIndex(), $batchJobResult->getStatus() ? $batchJobResult->getStatus()->getMessage() : 'N/A', $batchJobResult->getMutateOperationResponse() ? $batchJobResult->getMutateOperationResponse()->getResponse() : 'N/A', PHP_EOL ); } }
Python
def fetch_and_print_results(client, batch_job_service, resource_name): """Prints all the results from running the batch job. Args: client: an initialized GoogleAdsClient instance. batch_job_service: an instance of the BatchJobService message class. resource_name: a str of a resource name for a batch job. """ print( f'Batch job with resource name "{resource_name}" has finished. ' "Now, printing its results..." ) list_results_request = client.get_type("ListBatchJobResultsRequest") list_results_request.resource_name = resource_name list_results_request.page_size = 1000 # Gets all the results from running batch job and prints their information. batch_job_results = batch_job_service.list_batch_job_results( request=list_results_request ) for batch_job_result in batch_job_results: status = batch_job_result.status.message status = status if status else "N/A" result = batch_job_result.mutate_operation_response result = result or "N/A" print( f"Batch job #{batch_job_result.operation_index} " f'has a status "{status}" and response type "{result}"' )
Ruby
def fetch_and_print_results(batch_job_service, batch_job_resource_name) puts "Batch job with resource name '#{batch_job_resource_name}' has " \ "finished. Now, printing its results..." \ # Gets all the results from running batch job and print their information. batch_job_results = batch_job_service.list_batch_job_results( resource_name: batch_job_resource_name, page_size: PAGE_SIZE, ) batch_job_results.each do |result| puts "Batch job ##{result.operation_index} has a status " \ "#{result.status ? result.status.message : 'N/A'} and response of type " \ "#{result.mutate_operation_response ? result.mutate_operation_response.response : 'N/A'}" end end
Perl
sub fetch_and_print_results { my ($batch_job_service, $batch_job_resource_name) = @_; printf "Batch job with resource name '%s' has finished. " . "Now, printing its results...\n", $batch_job_resource_name; # Get all the results from running batch job and print their information. my $list_batch_job_results_response = $batch_job_service->list_results({ resourceName => $batch_job_resource_name, pageSize => PAGE_SIZE }); foreach my $batch_job_result (@{$list_batch_job_results_response->{results}}) { printf "Batch job #%d has a status '%s' and response of type '%s'.\n", $batch_job_result->{operationIndex}, $batch_job_result->{status} ? $batch_job_result->{status}{message} : "N/A", $batch_job_result->{mutateOperationResponse} ? [keys %{$batch_job_result->{mutateOperationResponse}}]->[0] : "N/A"; } }
cURL
# Gets the results of a batch job. # # Variables: # API_VERSION, # CUSTOMER_ID, # DEVELOPER_TOKEN, # MANAGER_CUSTOMER_ID, # OAUTH2_ACCESS_TOKEN: # See https://developers.google.com/google-ads/api/rest/auth#request_headers # for details. # BATCH_JOB_RESOURCE_NAME: # The operation name of the running batch job as returned by the previous # step. curl -f --request GET \ "https://googleads.googleapis.com/v${API_VERSION}/${BATCH_JOB_RESOURCE_NAME}:listResults?pageSize=1000" \ --header "Content-Type: application/json" \ --header "developer-token: ${DEVELOPER_TOKEN}" \ --header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \ --header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}"
상응하는 작업이 성공하면 mutate_operation_response
의 response
에 resource_name
가 포함된 결과가 포함됩니다. 또한 결과의 리소스에는 response_content_type
가 MUTABLE_RESOURCE
로 설정된 경우 변경 가능한 모든 필드가 채워진 수정된 리소스가 포함됩니다.
상응하는 작업에서 오류가 발생하여 완료할 수 없는 경우 mutate_operation_response
필드는 null
입니다.
BatchJobResult
의 status
필드에는 실패한 각 작업의 오류 세부정보가 포함됩니다.
일괄 작업 취소
필요한 경우 일괄 작업을 취소할 수 있습니다. customers.operations.cancel
을 참고하세요.
오류 처리
BatchJobService
는 일시적인 오류로 인해 실패한 작업을 자동으로 재시도합니다. 하지만 모든 실패 시나리오는 피할 수 없습니다. 유효성 검사 오류로 인해 실패한 작업은 수정하여 새 일괄 작업으로 다시 제출할 수 있습니다. 취소된 작업은 새 일괄 작업에 추가하여 다시 시도할 수 있습니다.