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Top 23 Python Redi Projects
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Project mention: Streaming responses to websockets with multiple LLMs, am I going about this wrong? | /r/LangChain | 2023-06-20
So this might be my understanding, but stuff like celery is more like an orchestrator that chunks up workloads (think Hadoop with multiple nodes).
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https://github.com/rq/rq is to the rescue.
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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dev-setup
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
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Use flower to monitor workers and tasks.
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Stream-Framework
Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a cloud service for feed technology:
I have looked into a getstream.io integration, however it seems that the Ruby SDK is really treated as a second class citizen. There's bugs with the documented API (I'm having issues even creating users and querying users), the usage of the gem is low and there is an open issue since May that no one has even looked at, which doesn't give me hope for long term support.
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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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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Project mention: Inngest raises $3M seed to build the reliable workflow platform for every dev | news.ycombinator.com | 2023-07-12
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.
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For simple stuff, I tend to use https://github.com/rq/django-rq. Although scheduling tasks there does not work well in my experience. If I need something to run by schedule, than better just plain cron.
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We have many similar ideas and paradigms, as one would expect from modern frameworks tackling the same problem. However, Faust has been deprecated and no longer managed or supported (there is a fork being maintained by the community at https://github.com/faust-streaming/faust). I guess Robinhood at some point decided not to spend any more resources on it, an often destiny of such side projects by large corporations. On the other hand, we hope to stay around for a long time and build to a framework and a community that loves it. This initial version was built using many libraries in order to have a working system and to gather feedback from the large community. We plan to replace eventually all, or at least most of dependancies, and replace then with Rust lib with Python bindings.
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Project mention: [Guide] Do a full setup of WordPress using Nginx, Redis and WP CLI | /r/selfhosted | 2023-03-24
https://wordops.net is also nice to automate parts, if you don't mind that it's all running under the same user.
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nagios-plugins
450+ AWS, Hadoop, Cloud, Kafka, Docker, Elasticsearch, RabbitMQ, Redis, HBase, Solr, Cassandra, ZooKeeper, HDFS, Yarn, Hive, Presto, Drill, Impala, Consul, Spark, Jenkins, Travis CI, Git, MySQL, Linux, DNS, Whois, SSL Certs, Yum Security Updates, Kubernetes, Cloudera etc...
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Congrats on the release to the Django community!
If anyone is curious, I updated my Django / Docker starter kit app to use Django 5.0 at: https://github.com/nickjj/docker-django-example
It pulls together gunicorn, Celery, Redis, Postgres, esbuild and Tailwind with Docker Compose. It's set up to run in both development and production.
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Python Redis related posts
- Monitoring your logs is mostly a tarpit
- Working with Docker Containers Made Easy with the Dexec Bash Script
- How to make scrapy run multiple times on the same URLs?
- Ask HN: Who has a smaller Redis DB with lots of reads and writes?
- What's the correct way to install or version up packages when using Docker and Poetry?
- Background jobs with Django
- The Many Problems with Celery
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Index
What are some of the best open-source Redi projects in Python? This list will help you:
Project | Stars | |
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1 | celery | 22,615 |
2 | rq | 9,232 |
3 | dev-setup | 5,999 |
4 | flower | 5,959 |
5 | scrapy-redis | 5,380 |
6 | Stream-Framework | 4,705 |
7 | huey | 4,700 |
8 | dramatiq | 3,843 |
9 | flask-base | 2,934 |
10 | kombu | 2,649 |
11 | Gopherus | 2,508 |
12 | iredis | 2,395 |
13 | arq | 1,729 |
14 | django-rq | 1,707 |
15 | rq-scheduler | 1,358 |
16 | faust | 1,289 |
17 | requests-cache | 1,186 |
18 | WordOps | 1,167 |
19 | walrus | 1,114 |
20 | nagios-plugins | 1,110 |
21 | redis-py-cluster | 1,093 |
22 | docker-django-example | 1,009 |
23 | aiocache | 953 |