Pre-Requisites
Install Docker for Desktop v2.3.0.5 for your OS
Windows:
- Docker for Desktop 2.3.0.5 https://desktop.docker.com/win/stable/48029/Docker%20Desktop%20Installer.exe
Setup Environment
MacOS:
Download kfctl for your OS:
$ wget https://github.com/kubeflow/kfctl/releases/download/v1.2.0/kfctl_v1.2.0-0-gbc038f9_darwin.tar.gz $ tar xvfz kfctl_v1.2.0-0-gbc038f9_darwin.tar.gz
Add kfctl to your path
$ mkdir ~/bin $ mv ./kfctl ~/bin/ $ export PATH=$PATH:~/bin
Windows
The easiest to have access to kubectl and kfctl on windows it to run a Linux container that has the kfctl and kubectl utilities already installed.
To start a bash shell with the two CLI’s available, just execute:
> docker run -it --rm -v C:\Users\<USER>\.kube:/root/.kube ubuntu:20.04 bash
apt-get update
apt-get install -y curl
apt-get install -y git
apt-get install -y wget
#install kubectl
curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl"
install -o root -g root -m 0755 kubectl /usr/local/bin/kubectl
#install kustomize
#curl -s "https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh" | bash
#cp /kustomize /usr/local/bin/.
#install kfctl
wget https://github.com/kubeflow/kfctl/releases/download/v1.0.2/kfctl_v1.0.2-0-ga476281_linux.tar.gz
tar xvfz kfctl_v1.0.2-0-ga476281_linux.tar.gz
cp kfctl /usr/local/bin
#install kubeflow
export KF_NAME=kubeflow
export BASE_DIR=/opt/ubuntu/
export KF_DIR=${BASE_DIR}/${KF_NAME}
export CONFIG_URI="https://raw.githubusercontent.com/kubeflow/manifests/v1.0-branch/kfdef/kfctl_k8s_istio.v1.0.2.yaml"
mkdir -p ${KF_DIR}
cd ${KF_DIR}
kfctl apply -V -f ${CONFIG_URI}
Wait for containers to all start
$ kubectl get pods --all-namespaces $ kubectl get pods --all-namespaces |grep -v Running |grep -v Completed |wc -l
Install Kubeflow
Perform the following step from terminal on the Mac and from the bash shell of the docker container on Windows.
Check Version of kfctl
$ kfctl version kfctl v1.2.0-0-gbc038f9
Install KubeFlow (Windows in bash. ie. $ bash)
$ mkdir temp $ cd temp $ kfctl apply -f https://raw.githubusercontent.com/kubeflow/manifests/v1.2-branch/kfdef/kfctl_k8s_istio.v1.2.0.yaml -V
This could take a while... up to 30 minutes.
References
| Reference | URL |
|---|---|
| Install Kubeflow on a single-node Kubernetes v1.18.2 cluster | https://illya13.github.io/RL/tutorial/2020/05/03/install-kubeflow-on-single-node-kubernetes-v1.18.2.html |
| How to use Docker Desktop for Mac or Windows to run Kubeflow | https://morioh.com/p/7c45a5df9034 |
Kubeflow: How to Install and Launch Kubeflow on your Local Machine | https://towardsdatascience.com/kubeflow-how-to-install-and-launch-kubeflow-on-your-local-machine-e0d7b4f7508f |