dramatiq
APScheduler
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| dramatiq | APScheduler | |
|---|---|---|
| 15 | 5 | |
| 4,061 | 5,708 | |
| - | - | |
| 7.3 | 9.1 | |
| 1 day ago | about 22 hours ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
dramatiq
- Dramatiq: A fast and reliable distributed task processing library for Python
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Inngest raises $3M seed to build the reliable workflow platform for every dev
Using something like Dramatiq [1] with Redis, writing a background job takes minutes, and can be deployed alongside an existing Python web app. There are probably JS equivalents.
I think Inngest could be a useful service, but the comparison felt off for me - it made me feel like this wasn't solving a real problem.
[1] https://dramatiq.io/
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Arq vs Dramatiq vs Taskiq vs Repid
Dramatiq documentation
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Taskiq: async celery alternative
Hello everyone. We want to present you Taskiq: our new project that allows sending tasks using distributed queues. Conceptually it's similar to Celery or Dramatiq but with full asyncio and type hints support. Taskiq can send and execute async functions and has many integrations with different queue implementations.
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Django Styleguide
I spent 3 years building a high scale crawler on top of Celery.
I can't recommend it. We found many bugs in the more advanced features of Celery (like Canvas) we also ran into some really weird issues like tasks getting duplicated for no reason [1].
The most concerning problem is that the project was abandoned. The original creator is not working on it anymore and all issues that we raised were ignored. We had to fork the project and apply our own fixes to it. This was 4 years ago so maybe things improved since them.
Celery is also extremely complex.
I would recommend https://dramatiq.io/ instead.
[1]: https://github.com/celery/celery/issues/4426
- Simple Task Queue system that works with Django 4 / Python 3.9?
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Writing a book about Django, what’s your suggestion for the theme?
I have been using dramatiq lately (celery alternative) and so far I'm happy with it.
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A new simple background job processing framework
this is a more robust solution. https://dramatiq.io/
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What is your favourite task queuing framework?
Dramatiq -> Just another celery?
- 5 background scheduling libraries in Python you must know
APScheduler
- Libs or advice on how to handle time in Django
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Question About Django Scheduled Tasks with APScheduler
Turns out I needed to use Background Scheduler (example) rather than BlockingScheduler. Also had to wrap the code to handle() method (required for subclasses of 'BaseCommand')...
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In the context of Python what is a Bob Job?
Maybe if your use case is “smallish” and doesn’t require the whole studio suite you could check out apscheduler for doing python “tasks” on a schedule and luigi to build pipelines.
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5 background scheduling libraries in Python you must know
APScheduler: https://github.com/agronholm/apscheduler
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Scheduling All Kinds of Recurring Jobs with Python
The most feature rich and powerful library for scheduling jobs of any kind in Python is definitely APScheduler, which stands for Advanced Python Scheduler.
What are some alternatives?
celery - Distributed Task Queue (development branch)
schedule - Python job scheduling for humans.
huey - a little task queue for python
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
Cython - The most widely used Python to C compiler
django-schedule - A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
Pyston - A faster and highly-compatible implementation of the Python programming language.
TaskFlow - A library to complete workflows/tasks in HA manner. Mirror of code maintained at opendev.org.
Stackless Python
Joblib - Computing with Python functions.
PyPy
Spiff - A powerful workflow engine implemented in pure Python