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Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager

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Install

Prerequisites:

  • Docker Engine >= 1.13
  • Docker Compose >= 1.11

Containers:

  • Prometheus (metrics database) http://<host-ip>:9090
  • Prometheus-Pushgateway (push acceptor for ephemeral and batch jobs) http://<host-ip>:9091
  • AlertManager (alerts management) http://<host-ip>:9093
  • Grafana (visualize metrics) http://<host-ip>:3000
  • NodeExporter (host metrics collector)
  • cAdvisor (containers metrics collector)
  • Caddy (reverse proxy and basic auth provider for prometheus and alertmanager)

Setup Grafana

Navigate to http://<host-ip>:3000 and login with user admin password admin. You can change the credentials in the compose file or by supplying the ADMIN_USER and ADMIN_PASSWORD environment variables on compose up. The config file can be added directly in grafana part like this

grafana:
  image: grafana/grafana:5.2.4
  env_file:
    - config

and the config file format should have this content

GF_SECURITY_ADMIN_USER=admin
GF_SECURITY_ADMIN_PASSWORD=changeme
GF_USERS_ALLOW_SIGN_UP=false

If you want to change the password, you have to remove this entry, otherwise the change will not take effect

- grafana_data:/var/lib/grafana

Grafana is preconfigured with dashboards and Prometheus as the default data source:

Docker Host Dashboard

The Docker Host Dashboard shows key metrics for monitoring the resource usage of your server:

  • Server uptime, CPU idle percent, number of CPU cores, available memory, swap and storage
  • System load average graph, running and blocked by IO processes graph, interrupts graph
  • CPU usage graph by mode (guest, idle, iowait, irq, nice, softirq, steal, system, user)
  • Memory usage graph by distribution (used, free, buffers, cached)
  • IO usage graph (read Bps, read Bps and IO time)
  • Network usage graph by device (inbound Bps, Outbound Bps)
  • Swap usage and activity graphs

For storage and particularly Free Storage graph, you have to specify the fstype in grafana graph request. You can find it in grafana/dashboards/docker_host.json, at line 480 :

  "expr": "sum(node_filesystem_free_bytes{fstype=\"btrfs\"})",

I work on BTRFS, so i need to change aufs to btrfs.

You can find right value for your system in Prometheus http://<host-ip>:9090 launching this request :

  node_filesystem_free_bytes

Docker Containers Dashboard

The Docker Containers Dashboard shows key metrics for monitoring running containers:

  • Total containers CPU load, memory and storage usage
  • Running containers graph, system load graph, IO usage graph
  • Container CPU usage graph
  • Container memory usage graph
  • Container cached memory usage graph
  • Container network inbound usage graph
  • Container network outbound usage graph

Note that this dashboard doesn't show the containers that are part of the monitoring stack.

Monitor Services Dashboard

The Monitor Services Dashboard shows key metrics for monitoring the containers that make up the monitoring stack:

  • Prometheus container uptime, monitoring stack total memory usage, Prometheus local storage memory chunks and series
  • Container CPU usage graph
  • Container memory usage graph
  • Prometheus chunks to persist and persistence urgency graphs
  • Prometheus chunks ops and checkpoint duration graphs
  • Prometheus samples ingested rate, target scrapes and scrape duration graphs
  • Prometheus HTTP requests graph
  • Prometheus alerts graph

Define alerts

Three alert groups have been setup within the alert.rules configuration file:

You can modify the alert rules and reload them by making a HTTP POST call to Prometheus:

curl -X POST http://admin:admin@<host-ip>:9090/-/reload

Setup alerting

The AlertManager service is responsible for handling alerts sent by Prometheus server. AlertManager can send notifications via email, Pushover, Slack, HipChat or any other system that exposes a webhook interface. A complete list of integrations can be found here.

You can view and silence notifications by accessing http://<host-ip>:9093.

The notification receivers can be configured in alertmanager/config.yml file.

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Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager

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