celery – Tasks that need to run in priority

Celery does not support task priority. (v3.0)

http://docs.celeryproject.org/en/master/faq.html#does-celery-support-task-priorities

You may solve this problem by routing tasks.

http://docs.celeryproject.org/en/latest/userguide/routing.html

Prepare default and priority_high Queue.

from kombu import Queue
CELERY_DEFAULT_QUEUE = 'default'
CELERY_QUEUES = (
    Queue('default'),
    Queue('priority_high'),
)

Run two daemon.

user@x:/$ celery worker -Q priority_high
user@y:/$ celery worker -Q default,priority_high

And route task.

your_task.apply_async(args=['...'], queue="priority_high")

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