Pipe
huey
Pipe | huey | |
---|---|---|
6 | 10 | |
1,854 | 4,897 | |
- | - | |
5.6 | 6.6 | |
28 days ago | 30 days ago | |
Python | Python | |
MIT License | 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.
Pipe
- Pipe: A Python library to use infix notation in Python
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Lets-Plot: An open-source plotting library by JetBrains
The Apache Beam SDK for Python is another example. It has its own pipe expressions (|, >>, |>, etc.).
[1] https://github.com/JulienPalard/Pipe
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Are we looking at the same python?
For example, you can't do something like array.map(). You have to do map(array), which is really unergonomic in many cases. That's why there are things like Pipe for Python, or pipe-like operators in other languages.
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This Week in Python
Pipe – A Python library to use infix notation in Python
- A Python library to use infix notation in Python
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Easy, readable data processing in functional manner using pypely
Yes it works with MPP engines as the package is not used for orchestration purposes. It is meant to encourage a coding paradigm: functional programming. The benefit of the package is that it provides functions that make it easy to apply functional programming to data processing tasks. Similar projects with a different focus are: fluentpy and Pipe
huey
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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
What are some alternatives?
fluent - Python wrapper for stdlib (and other) objects to give them a fluent interface.
celery - Distributed Task Queue (development branch)
plotly.rs - Plotly for Rust
rq - Simple job queues for Python
datashader - Quickly and accurately render even the largest data.
dramatiq - A fast and reliable background task processing library for Python 3.
DeepFaceLive - Real-time face swap for PC streaming or video calls
RabbitMQ - Open source RabbitMQ: core server and tier 1 (built-in) plugins
pygg - ggplot2 syntax in python. Actually wrapper around Wickham's ggplot2 in R
mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent
candygraph - Fast by default, flexible 2D plotting library.
KQ - Kafka-based Job Queue for Python