Repository holding code for deploying a MLFlow server for storing ML models artifacts, experiments and runs.
0.1. minikube start
😄 minikube v1.32.0 on Ubuntu 19.10
✨ Using the docker driver based on existing profile
💨 For improved Docker performance, Upgrade Docker to a newer version (Minimum recommended version is 20.10.0, minimum supported version is 18.09.0, current version is 19.03.8)
👍 Starting control plane node minikube in cluster minikube
🚜 Pulling base image ...
🏃 Updating the running docker "minikube" container ...
🐳 Preparing Kubernetes v1.28.3 on Docker 24.0.7 ...
🔎 Verifying Kubernetes components...
▪ Using image gcr.io/k8s-minikube/storage-provisioner:v5
🌟 Enabled addons: storage-provisioner, default-storageclass
❗ /usr/bin/kubectl is version 1.18.0, which may have incompatibilities with Kubernetes 1.28.3.
▪ Want kubectl v1.28.3? Try 'minikube kubectl -- get pods -A'
🏄 Done! kubectl is now configured to use "minikube" cluster and "default" namespace by default
0.2. minikube dashboard
🔌 Enabling dashboard ...
▪ Using image docker.io/kubernetesui/dashboard:v2.7.0
▪ Using image docker.io/kubernetesui/metrics-scraper:v1.0.8
💡 Some dashboard features require the metrics-server addon. To enable all features please run:
minikube addons enable metrics-server
🤔 Verifying dashboard health ...
🚀 Launching proxy ...
🤔 Verifying proxy health ...
🎉 Opening http://127.0.0.1:43709/api/v1/namespaces/kubernetes-dashboard/services/http:kubernetes-dashboard:/proxy/ in your default browser...
Opening in existing browser session.
0.3 minikube addons enable ingress
💡 ingress is an addon maintained by Kubernetes. For any concerns contact minikube on GitHub.
You can view the list of minikube maintainers at: https://github.com/kubernetes/minikube/blob/master/OWNERS
▪ Using image registry.k8s.io/ingress-nginx/controller:v1.9.4
▪ Using image registry.k8s.io/ingress-nginx/kube-webhook-certgen:v20231011-8b53cabe0
▪ Using image registry.k8s.io/ingress-nginx/kube-webhook-certgen:v20231011-8b53cabe0
🔎 Verifying ingress addon...
🌟 The 'ingress' addon is enabled
helm install mlflow mlflow-helm/
# Output:
# NAME: mlflow
# LAST DEPLOYED: Sat Mar 23 20:06:43 2024
# NAMESPACE: default
# STATUS: deployed
# REVISION: 1
# TEST SUITE: None
curl --resolve "mlflow-app.f1-platform.k8s.io:80$(minikube ip)" -i http://mlflow-app.f1-platform.k8s.io
vim /etc/hosts
# add the following line:
# <minikube_ip> mlflow-app.f1-platform.k8s.io
# e.g.
# 192.168.49.2 my-hello-app.k8s.io
#
# check with browser, going to address: http://mlflow-app.f1-platform.k8s.io
