- Lab
- A Cloud Guru
Kubernetes Monitoring with Prometheus
Prometheus is capable of monitoring a wide variety of environments, including Kubernetes. In this lab, you will have the opportunity to work with both Prometheus and Kubernetes as you configure Prometheus monitoring for a Kubernetes cluster. You will use `kube-state-metrics` to provide Kubernetes metric data, and you will configure Prometheus to pull in those metrics.
Path Info
Table of Contents
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Challenge
Set Up `kube-state-metrics` to Expose Metrics for Your Kubernetes Cluster
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Log in to the Kubernetes server.
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Install
kube-state-metrics
:git clone https://github.com/kubernetes/kube-state-metrics.git
cd kube-state-metrics/
git checkout v1.8.0
kubectl apply -f kubernetes
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Create a NodePort service to expose the metrics service outside the cluster, making it accessible to the Prometheus server:
cd ..
vi kube-state-metrics-nodeport-svc.yml
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Define the NodePort service in a YAML file:
kind: Service apiVersion: v1 metadata: namespace: kube-system name: kube-state-nodeport spec: selector: k8s-app: kube-state-metrics ports: - protocol: TCP port: 8080 nodePort: 30000 type: NodePort
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Create the NodePort service and test it:
kubectl apply -f kube-state-metrics-nodeport-svc.yml
curl localhost:30000/metrics
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Challenge
Configure Prometheus to Scrape Metrics from `kube-state-metrics`
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Log in to the Prometheus server.
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Edit the Prometheus config:
sudo vi /etc/prometheus/prometheus.yml
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Under the
scrape_configs
section, add a scrape configuration for Kubernetes:- job_name: 'Kubernetes' static_configs: - targets: ['limedrop-kube:30000']
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Restart Prometheus to load the new configuration:
sudo systemctl restart prometheus
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Use the expression browser to verify you can see Kubernetes metrics in Prometheus. You can access the expression browser in a web browser at
http://<PROMETHEUS_SERVER_PUBLIC_IP>:9090
. -
Run a query to view some Kubernetes metric data:
kube_pod_status_ready{namespace="default",condition="true"}
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What's a lab?
Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.
Provided environment for hands-on practice
We will provide the credentials and environment necessary for you to practice right within your browser.
Guided walkthrough
Follow along with the author’s guided walkthrough and build something new in your provided environment!
Did you know?
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