사용량 흐름

일괄 처리를 사용하는 단계는 다음과 같습니다.

새 일괄 작업 만들기

MutateBatchJob를 호출하여 BatchJob 리소스를 만들어야 합니다.

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;
}
AddCompleteCampaignsUsingBatchJob.java

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;
}
AddCompleteCampaignsUsingBatchJob.cs

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;
}
AddCompleteCampaignsUsingBatchJob.php

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)
add_complete_campaigns_using_batch_job.py

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
add_complete_campaigns_using_batch_job.rb

Perl

sub create_batch_job {
  my ($batch_job_service, $customer_id) = @_;

  # Create a batch job operation.
  my $batch_job_operation =
    Google::Ads::GoogleAds::V18::Services::BatchJobService::BatchJobOperation->
    new({create => Google::Ads::GoogleAds::V18::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;
}
add_complete_campaigns_using_batch_job.pl

이 절차의 시점에서 작업의 status는 PENDING입니다.

일괄 작업에 하나 이상의 변형 작업 추가

AddBatchJobOperations를 호출하여 이전 단계에서 만든 일괄 작업에 MutateOperation를 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

AddBatchJobOperations를 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_token는 나중에 검색할 수 있는 BatchJob의 next_add_sequence_token로도 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());
}
AddCompleteCampaignsUsingBatchJob.java

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}'.");
}
AddCompleteCampaignsUsingBatchJob.cs

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
    );
}
AddCompleteCampaignsUsingBatchJob.php

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)
add_complete_campaigns_using_batch_job.py

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
add_complete_campaigns_using_batch_job.rb

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};
}
add_complete_campaigns_using_batch_job.pl

클라이언트 라이브러리의 GitHub에서 빌드 작업 함수의 콘텐츠를 보려면 클릭하세요.

일괄 작업 실행

모든 작업을 추가한 후 업로드된 작업에서 RunBatchJob를 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;
}
AddCompleteCampaignsUsingBatchJob.java

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;
}
AddCompleteCampaignsUsingBatchJob.cs

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;
}
AddCompleteCampaignsUsingBatchJob.php

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)
add_complete_campaigns_using_batch_job.py

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
add_complete_campaigns_using_batch_job.rb

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;
}
add_complete_campaigns_using_batch_job.pl

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 GetOperation를 사용하여 LRO의 done가 true이 될 때까지 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);
  }
}
AddCompleteCampaignsUsingBatchJob.java

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);
}
AddCompleteCampaignsUsingBatchJob.cs

PHP

private static function pollBatchJob(OperationResponse $operationResponse): void
{
    $operationResponse->pollUntilComplete([
        'initialPollDelayMillis' => self::POLL_FREQUENCY_SECONDS * 1000,
        'totalPollTimeoutMillis' => self::MAX_TOTAL_POLL_INTERVAL_SECONDS * 1000
    ]);
}
AddCompleteCampaignsUsingBatchJob.php

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)
add_complete_campaigns_using_batch_job.py

Ruby

def poll_batch_job(operation_response)
  operation_response.wait_until_done!
end
add_complete_campaigns_using_batch_job.rb

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
  });
}
add_complete_campaigns_using_batch_job.pl

모든 일괄 작업 결과 나열

모든 일괄 작업이 완료되면 ListBatchJobResults를 사용하여 결과를 나열하고 상태와 응답을 출력할 수 있습니다.

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());
  }
}
AddCompleteCampaignsUsingBatchJob.java

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}.");
            }
        }
    }
}
AddCompleteCampaignsUsingBatchJob.cs

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
        );
    }
}
AddCompleteCampaignsUsingBatchJob.php

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}"'
        )
add_complete_campaigns_using_batch_job.py

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
add_complete_campaigns_using_batch_job.rb

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";
  }
}
add_complete_campaigns_using_batch_job.pl

상응하는 작업이 성공하면 mutate_operation_response의 response에 resource_name가 포함된 결과가 포함됩니다. 또한 결과의 리소스에는 response_content_type가 MUTABLE_RESOURCE로 설정된 경우 변경 가능한 모든 필드가 채워진 수정된 리소스가 포함됩니다.

상응하는 작업에서 오류가 발생하여 완료할 수 없는 경우 mutate_operation_response 필드는 null입니다.

BatchJobResult의 status 필드에는 실패한 각 작업의 오류 세부정보가 포함됩니다.

오류 처리

BatchJobService는 일시적인 오류로 인해 실패한 작업을 자동으로 재시도하지만 일부 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.

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