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Top 23 Python Kubernete Projects
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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
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https://github.com/canonical/microk8s/issues/4462
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Ansible for DevOps - Free examples
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metaflow
Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems
Project mention: Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG | news.ycombinator.com | 2024-12-02Interesting! I feel like this is a cross between https://github.com/dagworks-inc/burr (switch state for context) and https://github.com/Netflix/metaflow because the output of the "task" declares its next hop...
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BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Project mention: Recapping the AI, Machine Learning and Computer Meetup — August 15, 2024 | dev.to | 2024-08-15As a data scientist/ML practitioner, how would you feel if you can independently iterate on your data science projects without ever worrying about operational overheads like deployment or containerization? Let’s find out by walking you through a sample project that helps you do so! We’ll combine Python, AWS, Metaflow and BentoML into a template/scaffolding project with sample code to train, serve, and deploy ML models…while making it easy to swap in other ML models.
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checkov
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
Prior to deploying kubernetes manifest files to EKS Cluster, supplementary steps need to be added to prevent security and misconfiguration issue by using both *Checkov *and Trivy . Also, we will use seperate ArgoCD account from admin user that we’ve used in the previous lab. This will follow ArgoCD RBAC rule to secure ArgoCD and EKS cluster ultimately.
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Project mention: Ask HN: Best Tools for High Availability PostgreSQL? | news.ycombinator.com | 2024-11-01
Do you need HA, or do you want to minimize downtime? At work we have something like an "error budget", were we accept downtime but try to minimize it. As such we have two nodes with one floating ip and a shared disk. The switch over takes as long as stopping the database on the first node, starting up the database on the second one and switching over the ip. Stuff like kernel updates takes us <1 minute of scheduled downtime, which is good enough for us.
If you want more, I think Patroni (by Zalando) is the current best option for you. Patroni handles automatic leader election if the master goes down, and it is open source. Read here more:
https://github.com/patroni/patroni
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Link: BunkerWeb on GitHub
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OPAL
Policy and data administration, distribution, and real-time updates on top of Policy Agents (OPA, Cedar, ...) (by permitio)
OPAL - https://opal.ac/
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kubernetes-workshop
⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it.
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The installation is pretty straight-forward. You can install the binary directly from their releases. To install the CLI, depending upon your operating system, you can install the KRR cli and use it for optimising the resources. You can use brew for installing on mac:
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Project mention: Show HN: Vince – A self hosted alternative to Google Analytics | news.ycombinator.com | 2024-11-28
can we compare it with Shynet? https://github.com/milesmcc/shynet
Shynet is similarly self hostable, and has a tiny footprint..
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robusta
Better Prometheus alerts for Kubernetes - smart grouping, AI enrichment, and automatic remediation
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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).
Python Kubernetes discussion
Python Kubernetes related posts
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Linux connection tracking and (Slow) DNS
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Show HN: We released an AI Agent for Prometheus alerts and on-call
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10 MLOps Tools That Comply With the EU AI Act
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How I manage multiple kubernetes clusters w/ kubectx & kubens
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Show HN: Venator – open-source Threat Detection Platform
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Building Microservices Using Knative
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Migrating CI/CD from Jenkins to Argo
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A note from our sponsor - SaaSHub
www.saashub.com | 4 Dec 2024
Index
What are some of the best open-source Kubernete projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | devops-exercises | 66,834 |
| 2 | serve | 21,141 |
| 3 | recommenders | 19,353 |
| 4 | docker-android | 9,908 |
| 5 | microk8s | 8,547 |
| 6 | ansible-for-devops | 8,522 |
| 7 | metaflow | 8,313 |
| 8 | homelab | 8,250 |
| 9 | BentoML | 7,186 |
| 10 | checkov | 7,173 |
| 11 | patroni | 6,878 |
| 12 | python | 6,820 |
| 13 | BunkerWeb | 6,655 |
| 14 | OPAL | 5,147 |
| 15 | emissary | 4,386 |
| 16 | kserve | 3,691 |
| 17 | pipelines | 3,626 |
| 18 | polyaxon | 3,574 |
| 19 | kubernetes-workshop | 3,231 |
| 20 | krr | 3,073 |
| 21 | Shynet | 2,936 |
| 22 | robusta | 2,621 |
| 23 | pytest-testinfra | 2,382 |
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