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Top 23 Python Kubernete Projects
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview QuestionsProject mention: 10 𝐆𝐢𝐭𝐇𝐮𝐛 𝐫𝐞𝐩𝐨𝐬𝐢𝐭𝐨𝐫𝐢𝐞𝐬 𝐭𝐨 𝐚𝐝𝐯𝐚𝐧𝐜𝐞 𝐲𝐨𝐮𝐫 𝐜𝐚𝐫𝐞𝐞𝐫 as a Developer 📚 | dev.to | 2023-01-28
3. SRE Interview Preparation Guide
🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud NativeProject 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
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.
Best Practices on Recommendation SystemsProject mention: There is framework for everything. | reddit.com/r/ProgrammerHumor | 2022-08-04
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 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 examples.
: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).
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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
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/
A template for PostgreSQL High Availability with Etcd, Consul, ZooKeeper, or KubernetesProject mention: Patroni Version 3.0.0 Released | news.ycombinator.com | 2023-01-30
Unified Model Serving Framework 🍱Project mention: Ask HN: Who is hiring? (November 2022) | news.ycombinator.com | 2022-11-01
open source Kubernetes-native API gateway for microservices built on the Envoy ProxyProject 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.
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
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.
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycleProject 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
⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it.
Machine Learning Pipelines for Kubeflow
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.
🛡️ 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.
Kubernetes shell: An integrated shell for working with the KubernetesProject mention: GitHub - cloudnativelabs/kube-shell: Kubernetes shell: An integrated shell for working with the Kubernetes | reddit.com/r/u_Venehsoftw | 2022-10-13
Testinfra test your infrastructuresProject mention: Help creating a custom TestInfra module | reddit.com/r/learnpython | 2022-10-24
GitHub: pytest-dev/pytest-testinfra - Issue #660
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: Deep Learning Training PlatformProject 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.
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Python Kubernetes related posts
Is it possible to self-host a lambda or lamda-like service
5 projects | reddit.com/r/aws | 3 Feb 2023
Broke the Kubernetes cluster, and asked ChatGPT to write me a poem about it in Shakespear style
1 project | reddit.com/r/devops | 3 Feb 2023
From local development to Kubernetes — Cluster, Helm, HTTPS, CI/CD, GitOps, Kustomize, ArgoCD — Part
5 projects | dev.to | 2 Feb 2023
MicroStack on a machine with less than the official requirements?
1 project | reddit.com/r/openstack | 1 Feb 2023
Show HN: Permit Elements- UIs to let your customers manage their own damn RBAC
1 project | news.ycombinator.com | 26 Jan 2023
Any self hostable postgres clustering, replication and fail over system?
3 projects | reddit.com/r/PostgreSQL | 25 Jan 2023
100 stars !
1 project | reddit.com/r/ryax | 20 Jan 2023
A note from our sponsor - Sonar
www.sonarsource.com | 4 Feb 2023
What are some of the best open-source Kubernete projects in Python? This list will help you: