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From the celery guide to periodic tasks and the celery management guide.
inspect active: List active tasks
$ celery -A proj inspect active
inspect scheduled: List scheduled ETA tasks
$ celery -A proj inspect scheduled
control disable_events: Disable events
$ celery -A proj control disable_events
Alternatively, try the GUI management systems available in the management guide.
EDIT: Purge will only remove the messages, not the task itself.
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