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The Dark Art of Container
Monitoring
Loris Degioanni
Me
Loris Degioanni
sysdig’s creator and CEO
Past: WinPcap, Wireshark
@ldegio
Containers Are Great…
• less overhead
• faster deployments
• reproducibility of environments
• cost optimizations
• Isolation
• flexibility
…But Monitoring Them Is Not Easy
Containers are:
• Isolated
• Self-Contained
• Simple
• Lightweight
• Disposable
…But Monitoring Them Is Not Easy
Containers are:
• Isolated
• Self-Contained
• Simple
• Lightweight
• Disposable
Is it possible to respect these properties and
also have great monitoring?
• Containers
• Overview of monitoring/troubleshooting options
• command line
• cAdvisor
• Docker stats
• sysdig
• Examples and demos
In This Talk
• Containers
• Overview of monitoring/troubleshooting options
• command line
• cAdvisor
• Docker stats
• sysdig
• Examples and demos
In This Talk
In This Talk
• Overview of container monitoring/troubleshooting
options
• command line
• cAdvisor
• Docker stats
• sysdig
• Examples and demos
In This Talk
Some Things We Want to Monitor
• Resource usage (CPU/Memory/Disk)
• Network activity
• Application activity
• File I/O activity
• Errors/faults
• Topology
Resource Usage (CPU/Memory/Disk)
• ps/top/htop from the host
• Pro: always there
• Cons: Very limited container context (full cgroup string only), only work from
the host
• docker ps / docker top
• cAdvisor
• docker stats
• sysdig
Installing cAdvisor
sudo docker run 
--volume=/:/rootfs:ro 
--volume=/var/run:/var/run:rw 
--volume=/sys:/sys:ro 
--volume=/var/lib/docker/:/var/lib/docker:ro 
--publish=8080:8080 
--detach=true 
--name=cadvisor 
google/cadvisor:latest
cAdvisor Pros and Cons
Pros
• easy to install
• works from a container
• Nice local UI
• API
• Integrations (e.g. InfluxDB, Prometheus, Heapster)
Cons:
• (very) Limited set of metrics
• Containers are black boxes
Docker Stats + API
• docker stats mysql
• echo -e "GET /containers/mysql/stats HTTP/1.1rn" |
nc -U /var/run/docker.sock
Docker Stats + API
• cpu_stats
• network
• memory_stats
• blkio_stats
http://docs.docker.com/reference/api/docker_remote_api_v1.17/#get-
container-stats-based-on-resource-usage
Docker Stats Pros and Cons
Pros
• Part of Docker
• Richer than cAdvisor
• REST API
• Integrations
• docker-collectd-plugin github.com/cloudwatt/docker-collectd-plugin
• commercial vendors
Cons:
• Docker only
• Containers are black boxes
sysdig
• Capture system events, filter them, run useful scripts
• strace + tcpdump + lsof + Lua
• Open Source
csysdig
• Capture system events, filter them, run useful scripts
• strace + tcpdump + lsof + htop + iftop + Lua
• Open Source
• Nice curses UI
Design Goals
• Production-ready
• Simple
• lightweight
• Rich data
• Native support for containers
• Runs in a container
• Natural workflow
sysdig Architecture
Kernel
Container1
Docker
Container2
Docker
Container3
LXCAppApp
sysdig Architecture
Kernel
Container1
Docker
Container2
Docker
Container3
LXCAppApp
Instrumentation
through kernel
module
sysdig Architecture
Kernel
Container1
Docker
Container2
Docker
Container3
LXCAppApp
sysdig
Docker
Capture and
analysis
sysdig Architecture
Kernel
Container1
Docker
Container2
Docker
Container3
LXCAppApp
sysdig
Docker
(optionally)
Save to a
trace file
foo.scap
Viewing Network/App Activity
•cAdvisor
•docker stats
•iftop/tcpdump/tshark in the container
•sysdig
Viewing File I/O Activity and Errors
•iotop/lsof in the container
•sysdig
Topology
•Sysdig cloud
Thank You!
www.sysdig.com
@sysdig

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Sysdig Monitorama Slides

Editor's Notes

  1. Top ‘f’ Cgroups Docker docker ps docker top mysql aux
  2. Resource usage with sysdig: sysdig –n1000 ./sysdig -pc fd.port=80 and evt.buffer contains GET ./sysdig –c topcontainers_net Top processes Show cpu, network and disk I/O Show internal pid Show etcd and flannel Go inside the Ubuntu container Top containers
  3. Select haproxy Ports F5 Connections F5 tcpdump docker exec -i -t frontend1 /bin/bash apt-get install tcpdump Top ports in the machine Top users for these ports All connections in the machine Traffic by container Connections in the container
  4. Select wordpress4 Top directories /etc F5 Errors ENOENT F6 Top files for the whole host Top directories for the whole host Top files and top directories for cadvisor Container errors Drill down into the Ubuntu container Show error with sysdig
  5. Select wordpress4 Top directories /etc F5 Errors ENOENT F6 Top files for the whole host Top directories for the whole host Top files and top directories for cadvisor Container errors Drill down into the Ubuntu container Show error with sysdig