rq
dramatiq
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| rq | dramatiq | |
|---|---|---|
| 27 | 15 | |
| 9,518 | 4,061 | |
| 1.2% | - | |
| 8.3 | 7.3 | |
| 5 days ago | 1 day ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU Lesser General Public License v3.0 or later |
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.
rq
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Redis Re-Implemented with SQLite
That's pretty cool. Reckon it would work with existing code that calls Redis over the wire for RQ?
https://python-rq.org -
The Many Problems with Celery
https://github.com/rq/rq is to the rescue.
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Keep the Monolith, but Split the Workloads
We use RQ[0], it has Redis as a dependency. It’s pretty straightforward and we’re very happy with it. If you are using Django you may want to look at Django RQ[1] as well. RQ has built in scheduling capabilities these days, but historically it did not so we used (and still use) RQ Scheduler[2] which I think still has some advantages over the built in stuff.
[0] https://python-rq.org/
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SQL Maxis: Why We Ditched RabbitMQ and Replaced It with a Postgres Queue
Also had a similar experience using RabbitMQ with Django+Celery. Extremely complicated and workers/queues would just stop for no reason.
Moved to Python-RQ [1] + Redis and been rock solid for years now.
[1] https://python-rq.org/
- Ask HN: Redis Queue Hacks and Questions
- What libraries do you use the most alongside django?
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Recommendations other than celery to send an API processing in background, which would only take 5 mins to process and API usage would be once a month or so.
Yep, rq is simple and good: https://python-rq.org/ It also has a Django wrapper: https://github.com/rq/django-rq
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GPU instance crashes when two python processes use the same pt file
We have a GPU (G5) instance that uses Python RQ (https://python-rq.org/).
- Dynamically update periodic tasks in Celery and Django
- Celery + RabbitMQ alternatives
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
What are some alternatives?
celery - Distributed Task Queue (development branch)
huey - a little task queue for python
RabbitMQ - Open source RabbitMQ: core server and tier 1 (built-in) plugins
Cython - The most widely used Python to C compiler
mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent
Pyston - A faster and highly-compatible implementation of the Python programming language.
procrastinate - PostgreSQL-based Task Queue for Python
Stackless Python
Apache Kafka - Mirror of Apache Kafka
PyPy