References:
- https://www.kubeflow.org/docs/started/installing-kubeflow/
- https://dagshub.com/blog/how-to-install-kubeflow-locally/
# Start Minikube
# At least you need CPUS=8 MEMORY=16g DISK=40000mb (for example using a laptop)
# These are my settings using a desktop with 64Gb of ram
minikube start \
--kubernetes-version="v1.28.0-rc.1" \
--memory="20g" \
--cpus="8" \
--disk-size="60000mb" \
--bootstrapper=kubeadm \
--extra-config=kubelet.authentication-token-webhook=true \
--extra-config=kubelet.authorization-mode=Webhook \
--extra-config=scheduler.bind-address=0.0.0.0 \
--extra-config=controller-manager.bind-address=0.0.0.0 \
--extra-config=kubelet.housekeeping-interval=10s
# Clone Kubeflow manifest repo
git clone https://github.com/kubeflow/manifests.git kubeflow-manifests
cd kubeflow-manifests
# Deploy Kubeflow manifests
while ! kustomize build example | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done
# Wait for all pods to be running
kubectl get pods -A
# If you see containers with this error:
# "too many open files"
# You may need to increase the number of files a process can open on the host system
sudo sysctl fs.inotify.max_user_instances=1280
sudo sysctl fs.inotify.max_user_watches=655360
# see:
# * https://www.deploykf.org/guides/troubleshooting/
# * https://github.com/kubeflow/manifests/issues/2087
# You can do it while Minikube is running, and wait for pods to restart successfully
# When all pods are running, log in
kubectl port-forward svc/istio-ingressgateway -n istio-system 8080:80
# Open: http://localhost:8080
# Username is user@example.com and the password is 12341234