Introduction for KubeFlow

Introduction

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https://youtu.be/cTZArDgbIWw

Install docker

for pkg in docker.io docker-doc docker-compose podman-docker containerd runc; do sudo apt-get remove $pkg; done
sudo apt-get update
sudo apt-get install ca-certificates curl gnupg
sudo install -m 0755 -d /etc/apt/keyrings
curl -fsSL <https://download.docker.com/linux/ubuntu/gpg> | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
sudo chmod a+r /etc/apt/keyrings/docker.gpg
echo \\
  "deb [arch="$(dpkg --print-architecture)" signed-by=/etc/apt/keyrings/docker.gpg] <https://download.docker.com/linux/ubuntu> \\
  "$(. /etc/os-release && echo "$VERSION_CODENAME")" stable" | \\
  sudo tee /etc/apt/sources.list.d/docker.list > /dev/null

sudo apt-get update
sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin

Install Kubenetes v1.21.7

sudo swapoff -a
sudo sed -i '2s/^/#/' /etc/fstab

sudo mkdir -p /etc/apt/keyrings

sudo curl -fsSLo /usr/share/keyrings/kubernetes-archive-keyring.gpg <https://dl.k8s.io/apt/doc/apt-key.gpg>
echo "deb [signed-by=/usr/share/keyrings/kubernetes-archive-keyring.gpg] <https://apt.kubernetes.io/> kubernetes-xenial main" | sudo tee /etc/apt/sources.list.d/kubernetes.list
sudo apt-get -y update
sudo apt-get install -y kubelet=1.21.7-00 kubeadm=1.21.7-00 kubectl=1.21.7-00 &&
sudo apt-mark hold kubelet kubeadm kubectl

sudo sysctl fs.inotify.max_user_watches=524288
sudo sysctl fs.inotify.max_user_instances=512

Initialize kubenetes

kubeadm config images list
kubeadm config images pull

sudo kubeadm init --pod-network-cidr=10.244.0.0/16


mkdir -p $HOME/.kube
sudo cp /etc/kubernetes/admin.conf $HOME/.kube/config
sudo chown $(id -u):$(id -g) $HOME/.kube/config

Apply additional apps

kubectl apply -f <https://raw.githubusercontent.com/flannel-io/flannel/v0.13.0/Documentation/kube-flannel.yml>
kubectl apply -f <https://github.com/kubernetes-sigs/metrics-server/releases/download/v0.3.7/components.yaml>


kubectl taint nodes --all node-role.kubernetes.io/master-
kubectl apply -f <https://raw.githubusercontent.com/rancher/local-path-provisioner/v0.0.20/deploy/local-path-storage.yaml>
kubectl patch storageclass local-path  -p '{"metadata": {"annotations":{"storageclass.kubernetes.io/is-default-class":"true"}}}'

Install Kubeflow

git clone -b v1.7.0 <https://github.com/kubeflow/manifests.git>
cd manifests

auto.sh