Python Kubernetes

Open-source Python projects categorized as Kubernetes

Top 23 Python Kubernete Projects

  • devops-exercises

    Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

    Project mention: 10 𝐆𝐢𝐭𝐇𝐮𝐛 𝐫𝐞𝐩𝐨𝐬𝐢𝐭𝐨𝐫𝐢𝐞𝐬 𝐭𝐨 𝐚𝐝𝐯𝐚𝐧𝐜𝐞 𝐲𝐨𝐮𝐫 𝐜𝐚𝐫𝐞𝐞𝐫 as a Developer 📚 | dev.to | 2023-01-28

    3. SRE Interview Preparation Guide

  • jina

    🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native

    Project mention: Image matching within database? [P] | reddit.com/r/MachineLearning | 2023-01-05

    You should check out https://github.com/jina-ai/jina and https://github.com/jina-ai/finetuner

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • recommenders

    Best Practices on Recommendation Systems

    Project mention: There is framework for everything. | reddit.com/r/ProgrammerHumor | 2022-08-04
  • microservices-demo

    Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC.

    Project mention: [P] Machine Learning Threat Detection in k8s | reddit.com/r/MachineLearning | 2023-01-24

    Well, what is considered "real" data here? Why couldn't you simply set up a managed k8s cluster with some prometheus monitoring and run the microservices-demo on it. There is even a synthetic load generator. You could purposefully add in specific kinds of faults into the working system, ones that are supported in metasploit so you can automate intrusions. Consider some goals for gaining access like: exfiltration, denial of service, ransomware. Then consider how you might detect such attacks purely from what you can read out of the prometheus time series data (eg. high egress traffic plus high req/s to redis might mean an exfiltration).

  • microk8s

    MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge.

    Project mention: MicroStack on a machine with less than the official requirements? | reddit.com/r/openstack | 2023-02-01
  • ansible-for-devops

    Ansible for DevOps examples.

  • metaflow

    :rocket: Build and manage real-life data science projects with ease!

    Project mention: [OC] Gender diversity in Tech companies | reddit.com/r/dataisbeautiful | 2023-01-16

    They had to figure out video compression that worked at the volume that they wanted to deliver. They had to build and maintain their own CDN to be able to have a always available and consistent viewing experience. Don’t even get me started on the resiliency tools like hystrix that they were kind enough to open source. I mean, they have their own fucking data science framework and they’re looking into using neural networks to downscale video.. Sound familiar? That’s cause that’s practically the same thing as Nvidia’s DLSS (which upscales instead of downscales).

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • python

    Official Python client library for kubernetes (by kubernetes-client)

    Project mention: Leader Election In Kubernetes | reddit.com/r/kubernetes | 2023-01-15

    One way is to use configmap lock https://github.com/kubernetes-client/python/tree/master/kubernetes/base/leaderelection

  • checkov

    Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.

    Project mention: What are the best static analysis security testing tools for Terraform and infrastructure as code? | reddit.com/r/devops | 2023-01-31

    I just had a brief chat with one of the developers of Checkov and it sounds nice (and open source). I haven't had a chance to play with it, but if you want to it's at https://www.checkov.io/

  • patroni

    A template for PostgreSQL High Availability with Etcd, Consul, ZooKeeper, or Kubernetes

    Project mention: Patroni Version 3.0.0 Released | news.ycombinator.com | 2023-01-30
  • BentoML

    Unified Model Serving Framework 🍱

    Project mention: Ask HN: Who is hiring? (November 2022) | news.ycombinator.com | 2022-11-01
  • emissary

    open source Kubernetes-native API gateway for microservices built on the Envoy Proxy

    Project mention: Building event-driven API services using CQRS, API Gateway and Serverless | dev.to | 2022-09-27

    Command and Query services APIs can be managed via lightweight, independently deployable, and scalable API gateways that can run anywhere that allow developers to manage API endpoints. They can handle extremely large volumes, as they run on highly scalable platforms, for example, Apache APISIX, Kong, Tyk, and Ambassador to name a few.

  • orchest

    Build data pipelines, the easy way 🛠️

    Project mention: Decent low code options for orchestration and building data flows? | reddit.com/r/dataengineering | 2022-12-23

    You can check out our OSS https://github.com/orchest/orchest

  • microservices-demo

    Deployment scripts & config for Sock Shop (by microservices-demo)

    Project mention: How to create a django microservices monorepo? | reddit.com/r/django | 2022-09-21

    As an inbetween beginner and advanced you can look at this project - https://microservices-demo.github.io/ its more practical and again uses Python.

  • polyaxon

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    Project mention: [D] Kubernetes for ML - how are y'all doing it? | reddit.com/r/MachineLearning | 2022-04-14

    We use Polyaxon and it’s pretty good

  • kubernetes-workshop

    ⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it.

  • pipelines

    Machine Learning Pipelines for Kubeflow

  • flyte

    Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

    Project mention: Github alternative for ML? | reddit.com/r/mlops | 2023-01-26

    Have you looked at flyte.org. It aims to bring "versioning", "compute" and "reproducibility" together in one package.

  • bunkerweb

    🛡️ Make your web services secure by default !

    Project mention: NGINX or Caddy? | reddit.com/r/selfhosted | 2022-09-26

    I know you asked about Nginx vs Caddy but to throw another one into the mix have a look at BunkerWeb. I only started using it within the last couple of months but it's based on Nginx with a tonne of usability and security improvements. I now use BunkerWeb to expose services externally and Traefik internally.

  • kube-shell

    Kubernetes shell: An integrated shell for working with the Kubernetes

    Project mention: GitHub - cloudnativelabs/kube-shell: Kubernetes shell: An integrated shell for working with the Kubernetes | reddit.com/r/u_Venehsoftw | 2022-10-13
  • pytest-testinfra

    Testinfra test your infrastructures

    Project mention: Help creating a custom TestInfra module | reddit.com/r/learnpython | 2022-10-24

    GitHub: pytest-dev/pytest-testinfra - Issue #660

  • Shynet

    Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.

    Project mention: Why you should remove Google Analytics from your website | reddit.com/r/degoogle | 2022-07-07

    There's also Shynet.

  • determined

    Determined: Deep Learning Training Platform

    Project mention: Queueing/Resource Management Solutions for Self Hosted Workstation? | reddit.com/r/mlops | 2023-01-23

    I looked up and found [Determined Platform](determined.ai), tho it looks a very young project that I don't know if it's reliable enough.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-02-01.

Python Kubernetes related posts

Index

What are some of the best open-source Kubernete projects in Python? This list will help you:

Project Stars
1 devops-exercises 39,329
2 jina 17,237
3 recommenders 14,889
4 microservices-demo 13,624
5 microk8s 7,153
6 ansible-for-devops 6,611
7 metaflow 6,352
8 python 5,431
9 checkov 5,213
10 patroni 5,172
11 BentoML 4,490
12 emissary 3,983
13 orchest 3,688
14 microservices-demo 3,309
15 polyaxon 3,239
16 kubernetes-workshop 3,174
17 pipelines 3,091
18 flyte 3,058
19 bunkerweb 2,833
20 kube-shell 2,215
21 pytest-testinfra 2,156
22 Shynet 2,129
23 determined 2,028
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com