从任务中恢复失败超出max_retries

Question

我试图异步使用Web服务,因为它需要45秒才能返回.不幸的是,这个Web服务也有些不可靠,可能会出错.我已经设置django-celery并执行了我的任务,这些工作正常,直到任务失败max_retries.

这是我到目前为止:

@task(default_retry_delay=5, max_retries=10)
def request(xml):
    try:
        server = Client('https://www.whatever.net/RealTimeService.asmx?wsdl')
        xml = server.service.RunRealTimeXML(
            username=settings.WS_USERNAME,
            password=settings.WS_PASSWORD,
            xml=xml
        )
    except Exception, e:
        result = Result(celery_id=request.request.id, details=e.reason, status="i")
        result.save()
        try:
            return request.retry(exc=e)
        except MaxRetriesExceededError, e:
            result = Result(celery_id=request.request.id, details="Max Retries Exceeded", status="f")
            result.save()
            raise
    result = Result(celery_id=request.request.id, details=xml, status="s")
    result.save()
    return result

不幸的是,MaxRetriesExceededError没有被抛出retry(),所以我不知道如何处理这项任务的失败.Django已经将HTML返回给客户端,我正在检查Result通过AJAX 的内容,它永远不会达到完全失败f状态.

所以问题是:当Celery任务超过时,如何更新我的数据库max_retries？

Answer 1

问题是芹菜正在尝试重新提升你在达到重试限制时传入的异常.进行此重新提升的代码如下:https://github.com/celery/celery/blob/v3.1.20/celery/app/task.py#L673-L681

最简单的方法就是不要让芹菜管理你的例外:

@task(max_retries=10)
def mytask():
    try:
        do_the_thing()
    except Exception as e:
        try:
            mytask.retry()
        except MaxRetriesExceededError:
            do_something_to_handle_the_error()
            logger.exception(e)

Answer 2

你可以覆盖celery任务类的after_return方法,在执行任务之后调用此方法,无论是ret状态(SUCCESS,FAILED,RETRY)

class MyTask(celery.task.Task)

    def run(self, xml, **kwargs)
        #Your stuffs here

    def after_return(self, status, retval, task_id, args, kwargs, einfo=None):
        if self.max_retries == int(kwargs['task_retries']):
            #If max retries are equals to task retries do something
        if status == "FAILURE":
            #You can do also something if the tasks fail instead of check the retries

http://readthedocs.org/docs/celery/en/latest/reference/celery.task.base.html#celery.task.base.BaseTask.after_return

http://celery.readthedocs.org/en/latest/reference/celery.app.task.html?highlight=after_return#celery.app.task.Task.after_return

Answer 3

使用Celery版本2.3.2,这种方法对我来说效果很好:

class MyTask(celery.task.Task):
    abstract = True

    def after_return(self, status, retval, task_id, args, kwargs, einfo):
        if self.max_retries == self.request.retries:
            #If max retries is equal to task retries do something

@task(base=MyTask, default_retry_delay=5, max_retries=10)
def request(xml):
    #Your stuff here

Answer 4

我现在就开始使用它,让我免除了子类化Task的工作,并且很容易理解.

# auto-retry with delay as defined below. After that, hook is disabled.
@celery.shared_task(bind=True, max_retries=5, default_retry_delay=300)
def post_data(self, hook_object_id, url, event, payload):
    headers = {'Content-type': 'application/json'}
    try:
        r = requests.post(url, data=payload, headers=headers)
        r.raise_for_status()
    except requests.exceptions.RequestException as e:
        if self.request.retries >= self.max_retries:
            log.warning("Auto-deactivating webhook %s for event %s", hook_object_id, event)
            Webhook.objects.filter(object_id=hook_object_id).update(active=False)
            return False
        raise self.retry(exc=e)
    return True