Test if a celery task is still being processed

2019-03-18 19:03发布

问题:

How can I test if a task (task_id) is still processed in celery? I have the following scenario:

  1. Start a task in a Django view
  2. Store the BaseAsyncResult in the session
  3. Shutdown the celery daemon (hard) so the task is not processed anymore
  4. Check if the task is 'dead'

Any ideas? Can a lookup all task being processed by celery and check if mine is still there?

回答1:

define a field (PickledObjectField) in your model to store the celery task:

class YourModel(models.Model):
    .
    .
    celery_task = PickledObjectField()
    .
    .

    def task():
        self.celery_task = SubmitTask.apply_async(args = self.task_detail())
        self.save()

In case your task is not specific on any model you should create one specifically for the celery tasks.

or else I suggest using django-celery. It has a nice monitoring feature:
http://ask.github.com/celery/userguide/monitoring.html#django-admin-monitor, saves the tasks details in a django model in a nice graphical way.



回答2:

I think there is a better way than to store a task object in the model. For example, in case you wanted to check if a group of task (parallel) have completed:

# in the script you launch the task
from celery import group

job = group(
    task1.s(param1, param2),
    task2.s(param3, param4)
)
result = job.apply_async()
result.save()

# save the result ID in your model
your_obj_model = YourModel.objects.get(id='1234')
your_obj_model.task_id = result.id
your_obj_model.save()

Then in your view

from celery.result import GroupResult
# ...
task_result = GroupResult.restore(your_obj_model.task_id)
task_finished = task_result.ready()
# will be True or False