Last modified February 10, 2017
Monitoring with Prometheus and Grafana
Prometheus is an open-source monitoring solution that includes the gathering of metrics, their storage in an internal time series database as well as querying and alerting based on that data.
It offers a lot of integrations incl. Docker, Kubernetes, etc.
Prometheus can also visualize your data. However, in this recipe we include another open-source tool, Grafana, for the visualization part, as it offers a more powerful and flexible way to generate visuals and dashboards.
Deploying Prometheus and Grafana
The following command will set you up with all neccesary components and some first dashboards to check out.
kubectl apply --filename https://raw.githubusercontent.com/giantswarm/kubernetes-prometheus/master/manifests-all.yaml
Wait a bit for all the pods to come up. Then Prometheus should be ready and running. We can check the Prometheus targets at
Note: The above URL uses your Kubernetes API to proxy to the service. As the API is guarded with your credentials, you need to set them up in your system (and/or browser). We do not recommend to set up an Ingress for Prometheus at this time, as it currently does not support any kind of authentication and thus your cluster would be open to everyone.
Now that we know Prometheus is up and running we can check for Grafana.
There’s an Ingress set up for Grafana, however, you need to set it to your desired domain. You can do this by editing the ingress:
kubectl --namespace monitoring edit ingress grafana
This will open the ingress YAML in your standard editor. In the
host field replace
yourchoice with a subdomain of your choice and
clusterid with your cluster ID. After saving and exiting your editor, wait a while and Grafana should be available at
You can use the default admin (
admin:admin) user for your first login. You should change this admin user to reflect your desired username, your email, and a secure password ASAP!
Note: If persistent storage is not set up in your cluster, changes like the above will be reset to defaults if the Grafana Pod gets rescheduled. You would need to set them again after that.
Changing the admin
You can change the default admin user at http://grafana.monitoring.
Please note, that you need to update the password and the user data (username, email, etc.) separately with the respective update buttons below each section.
Check out your dashboards
You can now checkout the included dashboards, e.g. the Cluster Monitoring Overview.
Note: If persistent storage is not set up in your cluster, the preset datasource and dashboards will vanish if the Grafana Pod gets rescheduled. To get them back run:
kubectl --namespace=monitoring delete job grafana-import-dashboards kubectl --namespace=monitoring create --filename https://raw.githubusercontent.com/giantswarm/kubernetes-prometheus/master/manifests/grafana/import-dashboards/job.yaml
You might also want to set up some alerting.
You can collaborate on this recipe on GitHub.