Install Kubeflow Pipelines for Local Deployment
Install Kubeflow Pipelines for Local Deployment#
Install kubectl
[source]
sudo apt-get install -y apt-transport-https
curl -fsSL https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo gpg --dearmor -o /etc/apt/keyrings/kubernetes-archive-keyring.gpg
echo "deb [signed-by=/etc/apt/keyrings/kubernetes-archive-keyring.gpg] https://apt.kubernetes.io/ kubernetes-xenial main" | sudo tee /etc/apt/sources.list.d/kubernetes.list
sudo apt-get update && sudo apt-get install -y kubectl
Creating a cluster on K3s [source]
wget https://github.com/k3s-io/k3s/releases/latest/download/k3s
chmod +x k3s
sudo ./k3s server
In other tab
mkdir ~/.kube
sudo cp /etc/rancher/k3s/k3s.yaml ~/.kube/config
sudo chown -f -R $USER ~/.kube
Get and copy IP and replace it in ~/.kube/config
file
ip addr show dev eth0
nano ~/.kube/config
Next time Kubeflow Pipelines
will be deploy automatically
kubectl port-forward -n kubeflow svc/ml-pipeline-ui 8080:80