Usage flow

  • Batch processing involves creating a batch job, adding operations, running the job, and then polling its status and listing the results.

  • To create a batch job resource, call MutateBatchJob, which initially sets the job's status to PENDING.

  • Add operations to the batch job by calling AddBatchJobOperations and use the returned sequence token for subsequent calls to add more operations.

  • After adding all operations, request the Google Ads API to execute the batch job by calling RunBatchJob, which returns a long-running Operation.

  • Poll the status of the batch job using the LRO's GetOperation until its done value is true, then use ListBatchJobResults to retrieve and examine the outcome of each operation.

The steps for using batch processing are as follows:

Create a new batch job

To create a BatchJob resource, call MutateBatchJob. When you construct the BatchJob object, you can optionally set metadata.execution_limit_seconds to a positive integer to configure an approximate upper bound, in seconds, on how long the job can run before being automatically canceled (see Additional usage guidance).

Java

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: BatchJobServiceClient,
    customer_id: str,
    batch_job_operation: BatchJobOperation,
) -> str:
    """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: MutateBatchJobResponse = batch_job_service.mutate_batch_job(
            customer_id=customer_id, operation=batch_job_operation
        )
        resource_name: str = 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)
        # This line will likely not be reached due to sys.exit(1) in handle_googleads_exception
        # but to satisfy the type checker, we add a return statement.
        return ""  # Or raise an 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::V26::Services::BatchJobService::BatchJobOperation->
    new({create => Google::Ads::GoogleAds::V26::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,
#   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 "login-customer-id: ${MANAGER_CUSTOMER_ID}" \
--header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \
--data @- <<EOF
{
  "operation": {
    "create": {}
  }
}
EOF

At this point in the process, the status of the job is PENDING.

Add mutate operations to the batch job

Add one or more MutateOperation objects to the batch job created in the previous step by calling AddBatchJobOperations. The response then contains the following:

The first AddBatchJobOperations request for a batch job must omit sequence_token. When you call AddBatchJobOperations again to add more operations, specify the previously obtained sequence token in the sequence_token field of the request. Calling the method with an empty mutate_operations list returns a BatchJobError.EMPTY_OPERATIONS error, calling it with any sequence token other than the previously obtained one returns a BatchJobError.INVALID_SEQUENCE_TOKEN error, and attempting to add operations after the job starts running returns a BatchJobError.CANNOT_MODIFY_JOB_AFTER_JOB_STARTS_RUNNING error.

While the batch job's status is PENDING, sequence_token is also available as next_add_sequence_token on the BatchJob resource, which you can retrieve later.

If you're creating dependent objects such as a complete campaign consisting of a new campaign and corresponding ad groups, ads, and keywords, you can use temporary IDs to specify a resource name.

Java

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: BatchJobServiceClient,
    operations: List[MutateOperation],
    resource_name: str,
) -> None:
    """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: AddBatchJobOperationsResponse = (
            batch_job_service.add_batch_job_operations(
                resource_name=resource_name,
                sequence_token=None,  # type: ignore
                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,
#   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 "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

Click to see the content of the build operations function in GitHub for your client library:

Run the batch job

After you add all your operations, you can request the Google Ads API to run the batch job by calling RunBatchJob on the uploaded operations. Calling RunBatchJob after the job has already started running returns a BatchJobError.CANNOT_MODIFY_JOB_AFTER_JOB_STARTS_RUNNING error.

Java

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: BatchJobServiceClient, resource_name: str
) -> Operation:
    """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: Operation = 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)
        # This line will likely not be reached due to sys.exit(1) in handle_googleads_exception
        # but to satisfy the type checker, we add a return statement.
        # In a real application, you might want to return a dummy Operation or raise an error.
        return Operation(
            op_type_name="type.googleapis.com/google.protobuf.Empty",
            complete=True,
            done_callbacks=[],
            metadata_type=None,
            result_type=None,
        )  # type: ignore

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,
#   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/v${API_VERSION}/${BATCH_JOB_RESOURCE_NAME}:run" \
--header "Content-Type: application/json" \
--header "login-customer-id: ${MANAGER_CUSTOMER_ID}" \
--header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \
--data @- <<EOF
{}
EOF

The returned response is a long-running Operation object that contains the metadata of your batch job and information about the job status.

Poll the status of the batch job until it's done

Poll the batch job status with the Operations.GetOperation method on the google.longrunning.Operations service (separate from BatchJobService) until the Operation.done field is true. In the Google Ads API, Operations.GetOperation is the only supported method on google.longrunning.Operations (WaitOperation, ListOperations, CancelOperation, and DeleteOperation return UNIMPLEMENTED):

  • Client libraries: Call the polling or wait helper on the long-running operation wrapper returned by RunBatchJob (or pass the operation name to OperationService::poll_until_done in the REST-based Perl client library), which polls Operations.GetOperation until the operation completes (or until the configured poll timeout expires; in Perl, verify that done is true on the returned hash before listing results). In Java, keep BatchJobServiceClient open until OperationFuture finishes.
  • REST: Send an HTTP GET request to https://googleads.googleapis.com/v26/OPERATION_NAME (where OPERATION_NAME is the Operation.name resource name, formatted as customers/CUSTOMER_ID/operations/OPERATION_ID) with exponential backoff until the Operation.done field is true.

Java

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: Operation, event: asyncio.Event
) -> None:
    """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.AbstractEventLoop = asyncio.get_event_loop()

    def done_callback(future: Coroutine[Any, Any, Any]) -> None:
        # 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)  # type: ignore

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,
#   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 "login-customer-id: ${MANAGER_CUSTOMER_ID}" \
--header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}" \

Alternatively, query the batch_job resource with the GoogleAdsService.Search or GoogleAdsService.SearchStream method, selecting batch_job.status and specific BatchJobMetadata subfields (such as batch_job.metadata.estimated_completion_ratio and batch_job.metadata.executed_operation_count) until batch_job.status is DONE. Each Operations.GetOperation or non-paginated GAQL request counts as one operation toward your daily API quota; when you monitor multiple concurrent batch jobs, a single GAQL query (WHERE batch_job.id IN (...) or WHERE batch_job.status = 'RUNNING') checks all of them in one request instead of polling each long-running operation individually.

When Operation.done is true, the long-running operation returns an empty response without per-operation errors—call ListBatchJobResults to inspect individual operation outcomes.

Retrieve an existing long-running operation

If your application polls batch jobs from a separate process or needs to resume polling after a restart, you can retrieve the long-running operation name using GoogleAdsService.Search or GoogleAdsService.SearchStream:

  1. Query the batch_job resource to read its long_running_operation field:

    SELECT
  batch_job.id,
  batch_job.status,
  batch_job.long_running_operation
FROM batch_job
WHERE batch_job.id = BATCH_JOB_ID

    Replace BATCH_JOB_ID with the numeric ID of the batch job.

  2. Verify that batch_job.status is RUNNING or DONE (long_running_operation is unset while the job is PENDING because no long-running operation exists until RunBatchJob is called), and read the long_running_operation string from the returned BatchJob object.

  3. Poll or inspect the operation by using that operation name string:

    • Client libraries: Obtain the operations client from your BatchJobService client (getOperationsClient() in Java and PHP, RunBatchJobOperationsClient in C#, transport.operations_client in Python, operations_client in Ruby, or $api_client->OperationService() in Perl) so that Google Ads authentication and login-customer-id headers are configured automatically, instead of instantiating a standalone OperationsClient. Call Operations.GetOperation (or OperationService::get in Perl) for a single status check, or use the operation name to resume a long-running operation wrapper and poll until completion (runBatchJobOperationCallable().resumeFutureCall in Java, PollOnceRunBatchJob in C#, resumeOperation in PHP, google.api_core.operation.from_gapic on the Operation returned by get_operation in Python, wait_until_done! on the Gapic::Operation returned by get_operation in Ruby, or name in OperationService::poll_until_done in Perl).
    • REST: Send an HTTP GET request to https://googleads.googleapis.com/v26/OPERATION_NAME.

    Because OPERATION_NAME encodes the API major version in which the BatchJob was created, Operations.GetOperation (even through the active v26 REST endpoint) fails with a RequestError.UNSUPPORTED_VERSION error if that version has since sunset. Query batch_job.status directly with GoogleAdsService instead.

Understand operation metadata

When you poll the long-running operation or query the batch_job resource, BatchJobMetadata provides details about the batch job's progress:

These fields, especially estimated_completion_ratio and the operation counts, can help you gauge the job's progress, estimate remaining time, and adjust your polling frequency. For example, you might poll less frequently when the estimated_completion_ratio is low, and more frequently as it approaches 1.0.

List all batch job results

When the batch job finishes, call ListBatchJobResults to retrieve the status and response for each operation in the job:

Java

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: GoogleAdsClient,
    batch_job_service: BatchJobServiceClient,
    resource_name: str,
) -> None:
    """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: ListBatchJobResultsRequest = 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: ListBatchJobResultsResponse = (
        batch_job_service.list_batch_job_results(request=list_results_request)
    )

    for batch_job_result in batch_job_results:
        status: str = batch_job_result.status.message
        status = status if status else "N/A"
        result: Any = 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,
#   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 "login-customer-id: ${MANAGER_CUSTOMER_ID}" \
--header "Authorization: Bearer ${OAUTH2_ACCESS_TOKEN}"

In ListBatchJobResultsRequest, the page_size field defaults to the maximum value of 1000 if omitted or set to 0. Setting page_size to a value greater than 1000 or less than 0 returns a BatchJobError.INVALID_PAGE_SIZE error.

Each BatchJobResult identifies the corresponding operation using operation_index, the 0-based index of the uploaded MutateOperation in the batch job.

Cancel or remove a batch job

How you stop or discard a batch job depends on whether RunBatchJob has been called:

Error handling

BatchJobService executes standard operations with partial failure enabled (successful operations commit even if other operations in the same job fail, except within atomic sub-batches) and automatically retries operations that fail due to transient errors. However, not all failure scenarios can be avoided. Operations that failed due to validation errors can be fixed and resubmitted in a new batch job. Likewise, when a batch job is canceled or aborts before it completes all operations, you can resubmit the unexecuted operations (operation_index >= executed_operation_count) along with any failed operations from the executed prefix in a new batch job.

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