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A scheduler for Django projects

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Urd

Urd is a scheduler for Django projects. Some features:

  • schedule < 1m time slots
  • single concurrent execution [1]
  • fast enable/disable [2]
  • simple deployment
  • no extra dependencies beyond Django
[1]If tasks take longer to execute than the time to the next execution slot, you get a warning on the next execution. But not simultaneous execution or wild buildup of queues. There is no queue.
[2]It's vitally important to be able to stop a runaway process. With the heartbeat, and with the worker reading the database state before executing, it's easy and fast to disable a job.

Setup

  • Install urd pip install urd
  • Add urd to INSTALLED_APPS
  • Run manage.py migrate
  • Start the scheduler with manage.py monitor

Usage

  • Define a tasks.py module in the app that should have tasks.
  • Create a function like this:
@schedulable_task
def my_task(heartbeat):
    for foo in bar:
        heartbeat()
        do_some_task()

Calling heartbeat() regularly is important to make the task cancellable in a timely manner.

Now define a task in the iommi admin. It will be enabled pretty much as soon as you save.

Memory

The monitor imports every app's tasks module, freezes it with gc.freeze(), and forks the workers from itself, so the workers share those modules instead of each having its own copy. What a task loads only when it runs, like a library imported inside a function or a cache filled on first use, each worker loads again after the fork. Load those in the monitor instead, with the dotted path of a function in your settings:

URD_BEFORE_FORK = 'myproject.preload.load_before_fork'

The monitor calls it once, before it freezes and forks. It must not start threads, as forking a process with threads is unsafe.

Administration

Urd ships with integration for the iommi admin.

Why not cron/celery/django-q

  • Cron didn't work for me because I need to execute a function more often than once a minute
  • Cron also doesn't work for me because if you do once per minute, and the task takes two minutes, you get TWO executing processes of that task for a while. This can be disastrous for a few reasons, and can cause things to spiral out of control.
  • Celery/django-q are task queues, not schedulers. They have scheduler components, but they don't have a way to ensure only one process at a time runs a specific task.
  • Django-q doesn't allow schedules that execute more often than once per minute
  • Django-q caused me a lot of problems where the schedule seemed to put future items in the queue, and I couldn't make it stop trying to execute them.

What does urd mean?

Urd (or Urðr, or Wyrd) is one of the Norns, the goddesses who weave the destiny of gods and humans.

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