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typhoon/docs/addons/prometheus.md

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Prometheus

Prometheus collects metrics (e.g. node_memory_usage_bytes) from targets by scraping their HTTP metrics endpoints. Targets are organized into jobs, defined in the Prometheus config. Targets may expose counter, gauge, histogram, or summary metrics.

Here's a simple config from the Prometheus tutorial.

global:
  scrape_interval: 15s
scrape_configs:
  - job_name: 'prometheus'
    scrape_interval: 5s
    static_configs:
      - targets: ['localhost:9090']

On Kubernetes clusters, Prometheus is run as a Deployment, configured with a ConfigMap, and accessed via a Service or Ingress.

kubectl apply -f addons/prometheus -R

The ConfigMap configures Prometheus to target apiserver endpoints, node metrics, cAdvisor metrics, and exporters. By default, data is kept in an emptyDir so it is persisted until the pod is rescheduled.

Exporters

Exporters expose metrics for 3rd-party systems that don't natively expose Prometheus metrics.

  • node_exporter - DaemonSet that exposes a machine's hardware and OS metrics
  • kube-state-metrics - Deployment that exposes Kubernetes object metrics
  • blackbox_exporter - Scrapes HTTP, HTTPS, DNS, TCP, or ICMP endpoints and exposes availability as metrics

Queries and Graphs

Prometheus provides a simplistic UI for querying and graphing metrics. Use kubectl to authenticate to the apiserver and create a local port-forward to the Prometheus pod.

kubectl get pods -n monitoring
kubectl port-forward prometheus-POD-ID 9090 -n monitoring

Visit 127.0.0.1:9090 to query expressions, view targets, or check alerts.

Prometheus Graph
Prometheus Targets

Grafana

Grafana can be used to build dashboards and rich visualizations that use Prometheus as the datasource. Create the grafana deployment and service.

kubectl apply -f addons/grafana -R

Use kubectl to authenticate to the apiserver and create a local port-forward to the Grafana pod.

kubectl port-forward grafana-POD-ID 8080 -n monitoring

Visit 127.0.0.1:8080, add the prometheus data-source (http://prometheus.monitoring.svc.cluster.local), and import your desired dashboard (e.g. 315).

Grafana Dashboard