huey
a little task queue for python (by coleifer)
mrq
Mr. Queue - A distributed worker task queue in Python using Redis & gevent (by pricingassistant)
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| huey | mrq | |
|---|---|---|
| 10 | - | |
| 4,877 | 876 | |
| - | -0.1% | |
| 6.6 | 0.0 | |
| 19 days ago | 10 months ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
huey
Posts with mentions or reviews of huey.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-10.
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Nextflow: Data-Driven Computational Pipelines
I've considered using Nextflow for bioinformatics pipelines but have yet to take the plunge. At work, I develop a proteomics pipeline that is composed of huey¹ tasks (Python library; simple alternative to Celery) which either use subprocess to call out to some external tool, or are just pure python. It runs in a worker container which is created by docker swarm, and all containers pull jobs from redis. For our scale, it works great. However, I don't have control over the resource utilization of individual steps, and in the past I've had issues with the pipeline blocking as a result of how I was chaining tasks together. I think something like Nextflow would remove these limitations, but one thing I think I would miss is the ability to debug individual pipeline steps locally with an interactive debugger. As far as I can tell, Nextflow has logging/tracing facilities but nothing quite like an interactive debugger. I'd be happy to be told I'm wrong, or even that I'm doing it wrong.
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¹ https://github.com/coleifer/huey/
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Background jobs with Django
Other options are DjangoQ and Huey, which tend to work ok. Of the two I prefer DjangoQ. Database backed, don't require the Redis/Celery rigmarole.
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What's the best thing you've learned about Django this year?
Funny, just this moment i finally switched from Celery to huey. And so far I don't regret. huey looks very promising, has good documentation and is well integrated into DJango. You should give it a try: https://github.com/coleifer/huey
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This Week in Python
huey – a little task queue for python
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What is your favourite task queuing framework?
Huey -> Same again?
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5 background scheduling libraries in Python you must know
Huey: https://github.com/coleifer/huey
- Celery in production: Three more years of fixing bugs
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Not sure if I should use celery or asyncio
I just want to add that a couple celery alternatives worth looking at include huey and dramatiq.
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What is the best option for a (Python 3) task queue on Windows now that Celery 4 has dropped Windows support?
huey
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Django 4.0 released
same, I ran into an issue cos of django-background-tasks. I am thinking to replace it with huey
mrq
Posts with mentions or reviews of mrq.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning mrq yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
When comparing huey and mrq you can also consider the following projects:
celery - Distributed Task Queue (development branch)
rq - Simple job queues for Python
dramatiq - A fast and reliable background task processing library for Python 3.
KQ - Kafka-based Job Queue for Python
RabbitMQ - Open source RabbitMQ: core server and tier 1 (built-in) plugins
kombu - Messaging library for Python.
simpleq - A simple, infinitely scalable, SQS based queue.
django-background-tasks - A database-backed work queue for Django
Streamz - Real-time stream processing for python