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Show HN: FastScheduler – Decorator-first Python task scheduler, async support

Hi! I've built this because I kept reaching for Celery for simple scheduled tasks and it felt like overkill. I just needed "run this function every hour" or "daily at 9am", not distributed workers.

So it's decorators for scheduling (@scheduler.every(5).minutes, @scheduler.daily.at("09:00")), state saves to JSON so jobs survive restarts, and there's an optional FastAPI dashboard if you want to see what's running.

No Redis, no message broker, runs in-process with your app. Trade-off is it's single process only — if you need distributed workers, stick with Celery.

Looks interesting. Wondering how this is different from the more established https://github.com/agronholm/apscheduler ?

1 day agoby antonbassyk

If Celery seems like overkill for your process, and you're really just looking to execute basic cron functioanlity, then why not just use crontab to invoke your Python script?

I can think of two major ways to operationalize a Python script that needs to run continuously. One is with containerization, which usually means Kubernetes, which already has a perfectly fine resource definition for cronjobs. The other approach is to run the script in a bare metal or VM, which would mean defining a service to ensure that the process can be managed appropriately, restarted if it dies, and the like. In other words, defining a service is about just as much effort as defining a cronjob, and there's no escape from some amount of "ops work" that isn't encapsulated in a Python script.

So why not just use the tried-and-true prior art than worry about building and supporting your own secret third thing that others would need to learn, support, maintain, and keep in mind when debugging a problem?

1 day agoby languagehacker

This is really cool, and I could see myself using this. Sometimes I need functionality like this, but can't be bothered to build up the infrastructure around it. This is perfect for that use case.

1 day agoby techjamie

This looks great OP. Do you have anything on the roadmap that you’d be open to receiving PRs for? I noticed there weren’t any issues in the repo and would be keen to lend a hand!

1 day agoby fucalost

I would deploy this today to run my backups if jobs could be defined in the UI as well.

1 day agoby bityard