distribution-spec
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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.
distribution-spec
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The transitory nature of MLOps: Advocating for DevOps/MLOps coalescence
Back in 2013, a little company called Docker made it really easy to start using containers to package up applications. A big key to their success was the OCI (you can learn about that here), an industry wide initiative to have standards around how we package up our applications. Because of OCI standards, we have hundreds (maybe thousands?) of tools that can be combined to manage and deploy applications. So why aren’t we using this for packaging up Notebooks and AI models as well? It would make deploying, sharing, and managing our models easier for everyone involved.
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The Road To Kubernetes: How Older Technologies Add Up
Kubernetes on the backend used to utilize docker for much of its container runtime solutions. One of the modular features of Kubernetes is the ability to utilize a Container Runtime Interface or CRI. The problem was that Docker didn't really meet the spec properly and they had to maintain a shim to translate properly. Instead users could utilize the popular containerd or cri-o runtimes. These follow the Open Container Initiative or OCI's guidelines on container formats.
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Coexistence of containers and Helm charts - OCI based registries
OCI stands for Open Container Initiative, and its goal as an organization is to define a specification for container formats and runtime.
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Bazzite – a Steam0S-like OCI image for desktop, living room, and handheld PCs
https://opencontainers.org/
Here is Containerfile from the repo: https://github.com/ublue-os/bazzite/blob/main/Containerfile
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Distroless images using melange and apko
apko allows us to build OCI container images from .apk packages.
- OCI image from dockerfile
- Fat OCI images are a cultural problem
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Progressive Delivery on AKS: A Step-by-Step Guide using Flagger with Istio and FluxCD
Flagger's load testing service can be installed via a Kustomization resource based on manifests packaged as an artifact in an Open Container Initiative (OCI) registry
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Creating Kubernetes Cluster With CRI-O
CRI-O is a lightweight container runtime for Kubernetes. It is an implementation of Kubernetes CRI to use Open Container Initiative (OCI) compatible runtimes for running pods. It supports runc and Kata Containers as the container runtimes, but any OCI-compatible runtime can be integrated.
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What is the current status of Docker and how far is it from getting ported?
So somebody else created runj (runj is an experimental, proof-of-concept OCI-compatible runtime for FreeBSD jails.) https://github.com/samuelkarp/runj
lima
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Ask HN: Startup Devs -What's your biggest pain while managing cloud deployments?
for others similarly curious, here's an example of the thing: https://github.com/noop-inc/template-java-spring-boot/blob/m...
they seem to be using the excellent lima <https://github.com/lima-vm/lima#readme> for booting on macOS; I run colima for its containerd and k8s support but strongly recommend both projects $(brew install lima colima)
- macOS 14.4 causes JVM crashes
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Simulate an Ubuntu-like VM inside macOS
I tend to use https://lima-vm.io/ these days when I need a quick VM environment locally on my laptop.
Lima is what I use as well. It's quick and easy to just fire up a VM with default settings, but also very easy to configure with different file sharing options, port forwarding, different linux distributions, etc. (their examples are also pretty good IMO [1]).
In particular I use it to run an amd64 VM, which I need to run a stubborn service for work that doesn't run on arm CPUs.
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Why are Apple Silicon VMs so different?
For Linux, and if you only need to run CLI tools, I've been very happy with Lima [0]. It runs x86-64 and ARM VMs using QEMU, but can also run ARM VMs using vz [1] (Apple virtualization framework[2]) that is very performant. Also, along with the project colima [3] you can easily start Docker/Podman/Kubernetes instances, totally substituting Docker Desktop for me.
For desktop environments (Linux/Windows) I've used UTM [4] with mixed success. Although it's been almost a year since last time I used it, so maybe it runs better now
There's also Parallels, and people say it's a good product, but it's around USD/EUR 100, and I haven't tested it as I don't have that need.
And there's VMWare Fusion but... who likes VMWare? ;)
[0] - https://lima-vm.io
Lima (1) is a project that packages Linux distros for MacOS and executes them via qemu in the backend. Maybe you could solve your problem by launching one of their vms and inspecting the command line it generates. You might find an option you were missing.
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The beginning of my eBPF Journey - Kprobe Adventures with BCC
If you wish to delve into all the configuration possibilities for Lima VM, you can visit this resource.
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UTM – Virtual Machines for iOS and macOS
I'd say Lima and Colima should be enough for most use cases:
Someone pointed me to Lima which is a bit like wsl2 for macos: https://lima-vm.io
Not sure what is used underneath but it worked great for me.
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Lima: Linux Virtual Machines on macOS
Github: https://github.com/lima-vm/lima
Lima wraps QEMU in a simple CLI, with neat features for container users, such as filesystem sharing and automatic localhost port forwarding, as well as DNS and proxy propagation for enterprise networks. Rancher Desktop wraps Lima with k3s integration and GUI.
Talks: https://github.com/lima-vm/lima/blob/master/docs/talks.md
What are some alternatives?
colima - Container runtimes on macOS (and Linux) with minimal setup
multipass - Multipass orchestrates virtual Ubuntu instances
podman - Podman: A tool for managing OCI containers and pods.
Docker-OSX - Run macOS VM in a Docker! Run near native OSX-KVM in Docker! X11 Forwarding! CI/CD for OS X Security Research! Docker mac Containers.
UTM - Virtual machines for iOS and macOS
minikube - Run Kubernetes locally
nerdctl - contaiNERD CTL - Docker-compatible CLI for containerd, with support for Compose, Rootless, eStargz, OCIcrypt, IPFS, ...
rancher - Complete container management platform
Podman Desktop - Podman Desktop - A graphical tool for developing on containers and Kubernetes
podman-desktop - launch and setup vms for podman
macos-virtualbox - Push-button installer of macOS Catalina, Mojave, and High Sierra guests in Virtualbox on x86 CPUs for Windows, Linux, and macOS
kind - Kubernetes IN Docker - local clusters for testing Kubernetes