How can I delete a regular Task or PeriodicTask in celery?
You revoke the task: See documentation:
Control.revoke(task_id, destination=None, terminate=False, signal='SIGTERM', **kwargs)
    Tell all (or specific) workers to revoke a task by id.
    If a task is revoked, the workers will ignore the task and not execute it after all.
    Parameters: 
        task_id – Id of the task to revoke.
        terminate – Also terminate the process currently working on the task (if any).
        signal – Name of signal to send to process if terminate. Default is TERM.
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