plugins VS kubernetes

containernetworking-plugins will install the Container Network Interface plugins which are required by kubernetes networking solutions to operate. Now the bundled containerd config doesn't quite work well with what kubernetes requires so we'll make changes to it:

mkdir -p /opt/cni/bin/ && sudo wget https://github.com/containernetworking/plugins/releases/download/v1.1.1/cni-plugins-linux-amd64-v1.1.1.tgz && tar Cxzvf /opt/cni/bin cni-plugins-linux-amd64-v1.1.1.tgz && sed -i 's/disabled_plugins \=/#disabled_plugins \=/g' /etc/containerd/config.toml

curl -L -o cni-plugins.tgz [https://github.com/containernetworking/plugins/releases/download/v1.0.1/cni-plugins-linux-amd64-v1.0.1.tgz](https://github.com/containernetworking/plugins/releases/download/v1.0.1/cni-plugins-linux-amd64-v1.0.1.tgz)

root@localhost:~# curl -L -o cni-plugins.tgz "https://github.com/containernetworking/plugins/releases/download/v1.0.0/cni-plugins-linux-$( [$(uname -m) = aarch64] && echo arm64 || echo amd64)"-v1.0.0.tgz root@localhost:~# mkdir -p /opt/cni/bin root@localhost:~# tar -C /opt/cni/bin -xzf cni-plugins.tgz root@localhost:~# echo 1 | tee /proc/sys/net/bridge/bridge-nf-call-arptables 1 root@localhost:~# echo 1 | tee /proc/sys/net/bridge/bridge-nf-call-ip6tables 1 root@localhost:~# echo 1 | tee /proc/sys/net/bridge/bridge-nf-call-iptables 1

root@kubefire:~# kubefire install INFO[2022-11-11T11:46:13Z] downloading https://raw.githubusercontent.com/innobead/kubefire/v0.3.8/scripts/install-prerequisites.sh to save /root/.kubefire/bin/v0.3.8/install-prerequisites.sh force=false version=v0.3.8 INFO[2022-11-11T11:46:14Z] running script (install-prerequisites.sh) version=v0.3.8 INFO[2022-11-11T11:46:14Z] running /root/.kubefire/bin/v0.3.8/install-prerequisites.sh version=v0.3.8 INFO[2022-11-11T11:46:14Z] + TMP_DIR=/tmp/kubefire INFO[2022-11-11T11:46:14Z] ++ go env GOARCH INFO[2022-11-11T11:46:14Z] ++ echo amd64 INFO[2022-11-11T11:46:14Z] + GOARCH=amd64 INFO[2022-11-11T11:46:14Z] + KUBEFIRE_VERSION=v0.3.8 INFO[2022-11-11T11:46:14Z] + CONTAINERD_VERSION=v1.6.6 + IGNITE_VERION=v0.10.0 INFO[2022-11-11T11:46:14Z] + CNI_VERSION=v1.1.1 + RUNC_VERSION=v1.1.3 INFO[2022-11-11T11:46:14Z] + '[' -z v0.3.8 ']' + '[' -z v1.6.6 ']' + '[' -z v0.10.0 ']' + '[' -z v1.1.1 ']' + '[' -z v1.1.3 ']' INFO[2022-11-11T11:46:14Z] ++ sed -E 's/(v[0-9]+\.[0-9]+\.[0-9]+)[a-zA-Z0-9\-]*/\1/g' INFO[2022-11-11T11:46:14Z] +++ echo v0.3.8 INFO[2022-11-11T11:46:14Z] + STABLE_KUBEFIRE_VERSION=v0.3.8 INFO[2022-11-11T11:46:14Z] + rm -rf /tmp/kubefire INFO[2022-11-11T11:46:14Z] + mkdir -p /tmp/kubefire INFO[2022-11-11T11:46:14Z] + pushd /tmp/kubefire /tmp/kubefire /root INFO[2022-11-11T11:46:14Z] + trap cleanup EXIT ERR INT TERM INFO[2022-11-11T11:46:14Z] + check_virtualization + _is_arm_arch INFO[2022-11-11T11:46:14Z] + uname -m INFO[2022-11-11T11:46:14Z] + grep aarch64 INFO[2022-11-11T11:46:14Z] + return 1 INFO[2022-11-11T11:46:14Z] + lscpu INFO[2022-11-11T11:46:14Z] + grep 'Virtuali[s|z]ation' INFO[2022-11-11T11:46:14Z] Virtualization: VT-x Virtualization type: full INFO[2022-11-11T11:46:14Z] + lsmod INFO[2022-11-11T11:46:14Z] + grep kvm INFO[2022-11-11T11:46:14Z] kvm_intel 372736 0 kvm 1028096 1 kvm_intel INFO[2022-11-11T11:46:14Z] + install_runc + _check_version /usr/local/bin/runc -version v1.1.3 INFO[2022-11-11T11:46:14Z] + set +o pipefail + local exec_name=/usr/local/bin/runc + local exec_version_cmd=-version + local version=v1.1.3 + command -v /usr/local/bin/runc + return 1 + _is_arm_arch INFO[2022-11-11T11:46:14Z] + uname -m INFO[2022-11-11T11:46:14Z] + grep aarch64 INFO[2022-11-11T11:46:14Z] + return 1 INFO[2022-11-11T11:46:14Z] + curl -sfSL https://github.com/opencontainers/runc/releases/download/v1.1.3/runc.amd64 -o runc INFO[2022-11-11T11:46:14Z] + chmod +x runc INFO[2022-11-11T11:46:14Z] + sudo mv runc /usr/local/bin/ INFO[2022-11-11T11:46:14Z] + install_containerd + _check_version /usr/local/bin/containerd --version v1.6.6 INFO[2022-11-11T11:46:14Z] + set +o pipefail + local exec_name=/usr/local/bin/containerd + local exec_version_cmd=--version + local version=v1.6.6 + command -v /usr/local/bin/containerd + return 1 + local version=1.6.6 + local dir=containerd-1.6.6 + _is_arm_arch INFO[2022-11-11T11:46:14Z] + uname -m INFO[2022-11-11T11:46:14Z] + grep aarch64 INFO[2022-11-11T11:46:14Z] + return 1 INFO[2022-11-11T11:46:14Z] + curl -sfSLO https://github.com/containerd/containerd/releases/download/v1.6.6/containerd-1.6.6-linux-amd64.tar.gz INFO[2022-11-11T11:46:15Z] + mkdir -p containerd-1.6.6 INFO[2022-11-11T11:46:15Z] + tar -zxvf containerd-1.6.6-linux-amd64.tar.gz -C containerd-1.6.6 INFO[2022-11-11T11:46:15Z] bin/ bin/containerd-shim INFO[2022-11-11T11:46:15Z] bin/containerd INFO[2022-11-11T11:46:16Z] bin/containerd-shim-runc-v1 INFO[2022-11-11T11:46:16Z] bin/containerd-stress INFO[2022-11-11T11:46:16Z] bin/containerd-shim-runc-v2 INFO[2022-11-11T11:46:16Z] bin/ctr INFO[2022-11-11T11:46:17Z] + chmod +x containerd-1.6.6/bin/containerd containerd-1.6.6/bin/containerd-shim containerd-1.6.6/bin/containerd-shim-runc-v1 containerd-1.6.6/bin/containerd-shim-runc-v2 containerd-1.6.6/bin/containerd-stress containerd-1.6.6/bin/ctr INFO[2022-11-11T11:46:17Z] + sudo mv containerd-1.6.6/bin/containerd containerd-1.6.6/bin/containerd-shim containerd-1.6.6/bin/containerd-shim-runc-v1 containerd-1.6.6/bin/containerd-shim-runc-v2 containerd-1.6.6/bin/containerd-stress containerd-1.6.6/bin/ctr /usr/local/bin/ INFO[2022-11-11T11:46:17Z] + curl -sfSLO https://raw.githubusercontent.com/containerd/containerd/v1.6.6/containerd.service INFO[2022-11-11T11:46:17Z] + sudo groupadd containerd INFO[2022-11-11T11:46:17Z] + sudo mv containerd.service /etc/systemd/system/containerd.service INFO[2022-11-11T11:46:17Z] ++ command -v chgrp INFO[2022-11-11T11:46:17Z] ++ tr -d '\n' INFO[2022-11-11T11:46:17Z] + chgrp_path=/usr/bin/chgrp INFO[2022-11-11T11:46:17Z] + sudo sed -i -E 's#(ExecStart=/usr/local/bin/containerd)#\1\nExecStartPost=/usr/bin/chgrp containerd /run/containerd/containerd.sock#g' /etc/systemd/system/containerd.service INFO[2022-11-11T11:46:17Z] + sudo mkdir -p /etc/containerd INFO[2022-11-11T11:46:17Z] + containerd config default INFO[2022-11-11T11:46:17Z] + sudo tee /etc/containerd/config.toml INFO[2022-11-11T11:46:17Z] + sudo systemctl enable --now containerd INFO[2022-11-11T11:46:17Z] Created symlink /etc/systemd/system/multi-user.target.wants/containerd.service → /etc/systemd/system/containerd.service. INFO[2022-11-11T11:46:17Z] + install_cni + _check_version /opt/cni/bin/bridge --version v1.1.1 + set +o pipefail INFO[2022-11-11T11:46:17Z] + local exec_name=/opt/cni/bin/bridge + local exec_version_cmd=--version + local version=v1.1.1 + command -v /opt/cni/bin/bridge INFO[2022-11-11T11:46:17Z] + return 1 INFO[2022-11-11T11:46:17Z] + mkdir -p /opt/cni/bin INFO[2022-11-11T11:46:17Z] + local f=https://github.com/containernetworking/plugins/releases/download/v1.1.1/cni-plugins-linux-amd64-v1.1.1.tgz + _is_arm_arch INFO[2022-11-11T11:46:17Z] + uname -m INFO[2022-11-11T11:46:17Z] + grep aarch64 INFO[2022-11-11T11:46:17Z] + return 1 INFO[2022-11-11T11:46:17Z] + curl -sfSL https://github.com/containernetworking/plugins/releases/download/v1.1.1/cni-plugins-linux-amd64-v1.1.1.tgz INFO[2022-11-11T11:46:17Z] + tar -C /opt/cni/bin -xz INFO[2022-11-11T11:46:19Z] + install_cni_patches + _is_arm_arch INFO[2022-11-11T11:46:19Z] + uname -m INFO[2022-11-11T11:46:19Z] + grep aarch64 INFO[2022-11-11T11:46:19Z] + return 1 + curl -o host-local-rev -sfSL https://github.com/innobead/kubefire/releases/download/v0.3.8/host-local-rev-linux-amd64 INFO[2022-11-11T11:46:19Z] + chmod +x host-local-rev INFO[2022-11-11T11:46:19Z] + sudo mv host-local-rev /opt/cni/bin/ INFO[2022-11-11T11:46:19Z] + install_ignite + _check_version /usr/local/bin/ignite version v0.10.0 + set +o pipefail INFO[2022-11-11T11:46:19Z] + local exec_name=/usr/local/bin/ignite + local exec_version_cmd=version + local version=v0.10.0 + command -v /usr/local/bin/ignite + return 1 INFO[2022-11-11T11:46:19Z] + for binary in ignite ignited + echo 'Installing ignite...' INFO[2022-11-11T11:46:19Z] Installing ignite... INFO[2022-11-11T11:46:19Z] + local f=https://github.com/weaveworks/ignite/releases/download/v0.10.0/ignite-amd64 + _is_arm_arch INFO[2022-11-11T11:46:19Z] + uname -m INFO[2022-11-11T11:46:19Z] + grep aarch64 INFO[2022-11-11T11:46:19Z] + return 1 + curl -sfSLo ignite https://github.com/weaveworks/ignite/releases/download/v0.10.0/ignite-amd64 INFO[2022-11-11T11:46:20Z] + chmod +x ignite INFO[2022-11-11T11:46:20Z] + sudo mv ignite /usr/local/bin INFO[2022-11-11T11:46:20Z] + for binary in ignite ignited + echo 'Installing ignited...' Installing ignited... + local f=https://github.com/weaveworks/ignite/releases/download/v0.10.0/ignited-amd64 INFO[2022-11-11T11:46:20Z] + _is_arm_arch INFO[2022-11-11T11:46:20Z] + grep aarch64 + uname -m INFO[2022-11-11T11:46:20Z] + return 1 + curl -sfSLo ignited https://github.com/weaveworks/ignite/releases/download/v0.10.0/ignited-amd64 INFO[2022-11-11T11:46:21Z] + chmod +x ignited INFO[2022-11-11T11:46:21Z] + sudo mv ignited /usr/local/bin INFO[2022-11-11T11:46:21Z] + check_ignite + ignite version INFO[2022-11-11T11:46:21Z] Ignite version: version.Info{Major:"0", Minor:"10", GitVersion:"v0.10.0", GitCommit:"4540abeb9ba6daba32a72ef2b799095c71ebacb0", GitTreeState:"clean", BuildDate:"2021-07-19T20:52:59Z", GoVersion:"go1.16.3", Compiler:"gc", Platform:"linux/amd64", SandboxImage:version.Image{Name:"weaveworks/ignite", Tag:"v0.10.0", Delimeter:":"}, KernelImage:version.Image{Name:"weaveworks/ignite-kernel", Tag:"5.10.51", Delimeter:":"}} INFO[2022-11-11T11:46:21Z] Firecracker version: v0.22.4 INFO[2022-11-11T11:46:21Z] + create_cni_default_config INFO[2022-11-11T11:46:21Z] + mkdir -p /etc/cni/net.d/ INFO[2022-11-11T11:46:21Z] + sudo cat INFO[2022-11-11T11:46:21Z] + popd /root + cleanup INFO[2022-11-11T11:46:21Z] + rm -rf /tmp/kubefire

#! /usr/bin/bash # Update apt-get repository and install dependencies apt-get update && apt-get install -y --no-install-recommends dmsetup openssh-client git binutils # Install containerd if it's not present -- prevents breaking docker-ce installations which containerd || apt-get install -y --no-install-recommends containerd # Installing CNI # Current version from https://github.com/containernetworking/cni/releases export CNI_VERSION=v1.0.1 ARCH=$([ "$(uname -m)" = "x86_64" ] && echo amd64 || echo arm64) export ARCH sudo mkdir -p /opt/cni/bin curl -sSL "https://github.com/containernetworking/plugins/releases/download/${CNI_VERSION}/cni-plugins-linux-${ARCH}-${CNI_VERSION}.tgz" | sudo tar -xz -C /opt/cni/bin # Installing Ignite # Get the current version from https://github.com/weaveworks/ignite/releases export VERSION=v0.10.0 GOARCH=$(go env GOARCH 2>/dev/null || echo "amd64") export GOARCH for binary in ignite ignited; do echo "Installing ${binary}..." curl -sfLo ${binary} "https://github.com/weaveworks/ignite/releases/download/${VERSION}/${binary}-${GOARCH}" chmod +x ${binary} sudo mv ${binary} /usr/local/bin done # Check if the installation was successful ignite version

# wget https://github.com/kubernetes-sigs/cri-tools/releases/download/v1.21.0/crictl-v1.21.0-linux-amd64.tar.gz \ https://github.com/opencontainers/runc/releases/download/v1.0.0-rc93/runc.amd64 \ https://github.com/containernetworking/plugins/releases/download/v0.9.1/cni-plugins-linux-amd64-v0.9.1.tgz \ https://github.com/containerd/containerd/releases/download/v1.4.4/containerd-1.4.4-linux-amd64.tar.gz \ https://storage.googleapis.com/kubernetes-release/release/v1.21.0/bin/linux/amd64/kubectl \ https://storage.googleapis.com/kubernetes-release/release/v1.21.0/bin/linux/amd64/kube-proxy \ https://storage.googleapis.com/kubernetes-release/release/v1.21.0/bin/linux/amd64/kubelet

I’m not sure if there is a book on this topic specifically, but the book and RFC I referenced in my earlier post will help you better understand the fundamentals behind these protocols. You can see an example CNI plug-in here to learn about how CNIs are structured.

Also make sure that you have cri-o, crictl, containernetworking-plugins, and buildah or docker installed.

In my home lab, I don’t use (nor need) any of the fancy CNI plugins like calico, cilium or weavenet. I’m really happy with bridge, host-local and portmap from containernetworking/plugins with some static routes between the nodes. The only problem is that I can’t use NetworkPolicies.

Deploying AI models into production requires tools that can package applications and manage them at scale. Docker simplifies the deployment of AI applications by containerizing them, ensuring that the application runs smoothly in any environment. Kubernetes, an orchestration system for Docker containers, allows for the automated deployment, scaling, and management of containerized applications, essential for AI applications that need to scale across multiple servers or cloud environments.

To learn more, you can start by exploring the official Kubernetes documentation.

With the containerized Node.js/Express API, I could run multiple containers, scaling to handle more traffic. Using a tool called minikube, we can easily spin up a local Kubernetes cluster to horizontally scale Docker containers. It was possible to keep one shared instance of the database, and many APIs were routed with an internal Kubernetes load balancer.

This package is widely used for powerful CLI builds, it is used for example for Kubernetes CLI and GitHub CLI, in addition to offering some cool features such as automatic completion of shell, automatic recognition of flags (the tags) , and you can use -h or -help for example, among other facilities.

We closely monitor Kubernetes and cloud providers' updates by following official changelogsand using RSS feeds, allowing us to anticipate potential issues and adapt our infrastructure proactively.

"You are holding it wrong", huh?

From the homepage https://kubernetes.io/:

"Kubernetes, also known as K8s, is an open-source system for automating deployment, scaling, and management of containerized applications."

Do you see "not recommended for smaller-scale applications" anywhere? Including on the entire home page? Looking for "small", "big" and "large" also yields nothing.

Open Source and Cloud Computing: A Match Made in Heaven The cloud is accelerating OSS adoption. Cloud-native technologies like Kubernetes [https://kubernetes.io/] and Istio [https://istio.io/], both open-source projects, are revolutionizing how applications are built and deployed across cloud platforms.

If you do kubectl explain deployment than (surprise!) you'll get a description for extensions/v1beta1. Because kubectl explain works the same way, just like kubectl get:

Through the Fast Forward program, we give free services and support to open source projects and the nonprofits that support them. We support many of the world’s top programming languages (like Python, Rust, Ruby, and the wonderful Scratch), foundational technologies (cURL, the Linux kernel, Kubernetes, OpenStreetMap), and projects that make the internet better and more fun for everyone (Inkscape, Mastodon, Electronic Frontier Foundation, Terms of Service; Didn’t Read).

In this project, you will understand and get hands on experience around the entire concept around CI/CD from applications perspective. To fully gain real expertise around this idea, it is best to see it in action across different programming languages and from the platform perspective too. From the application perspective, we will be focusing on PHP here; there are more projects ahead that are based on Java, Node.js, .Net and Python. By the time you start working on Terraform, Docker and Kubernetes projects, you will get to see the platform perspective of CI/CD in action.