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Pumba: Chaos testing tool for Docker

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Demo

TODO : need to record a new video here ...

Usage

You can download Pumba binary for your OS from release page.

$ pumba help

Pumba version v0.2.9
NAME:
   Pumba - Pumba is a resilience testing tool, that helps applications tolerate random Docker container failures: process, network and performance.

USAGE:
   pumba [global options] command [command options] containers (name, list of names, RE2 regex)

VERSION:
   v0.2.9

COMMANDS:
     kill     kill specified containers
     netem    emulate the properties of wide area networks
     pause    pause all processes
     stop     stop containers
     rm       remove containers
     help, h  Shows a list of commands or help for one command

GLOBAL OPTIONS:
   --host value, -H value      daemon socket to connect to (default: "unix:///var/run/docker.sock") [$DOCKER_HOST]
   --tls                       use TLS; implied by --tlsverify
   --tlsverify                 use TLS and verify the remote [$DOCKER_TLS_VERIFY]
   --tlscacert value           trust certs signed only by this CA (default: "/etc/ssl/docker/ca.pem")
   --tlscert value             client certificate for TLS authentication (default: "/etc/ssl/docker/cert.pem")
   --tlskey value              client key for TLS authentication (default: "/etc/ssl/docker/key.pem")
   --debug                     enable debug mode with verbose logging
   --json                      produce log in JSON format: Logstash and Splunk friendly
   --slackhook value           web hook url; send Pumba log events to Slack
   --slackchannel value        Slack channel (default #pumba) (default: "#pumba")
   --interval value, -i value  recurrent interval for chaos command; use with optional unit suffix: 'ms/s/m/h'
   --random, -r                randomly select single matching container from list of target containers
   --dry                       dry runl does not create chaos, only logs planned chaos commands
   --help, -h                  show help
   --version, -v               print the version

Kill Container command

$ pumba kill -h

NAME:
   pumba kill - kill specified containers

USAGE:
   pumba kill [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   send termination signal to the main process inside target container(s)

OPTIONS:
   --signal value, -s value  termination signal, that will be sent by Pumba to the main process inside target container(s) (default: "SIGKILL")

Pause Container command

$ pumba pause -h

NAME:
   pumba pause - pause all processes

USAGE:
   pumba pause [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   pause all running processes within target containers

OPTIONS:
   --duration value, -d value  pause duration: should be smaller than recurrent interval; use with optional unit suffix: 'ms/s/m/h'

Stop Container command

$ pumba stop -h
NAME:
   pumba stop - stop containers

USAGE:
   pumba stop [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   stop the main process inside target containers, sending  SIGTERM, and then SIGKILL after a grace period

OPTIONS:
   --time value, -t value  seconds to wait for stop before killing container (default 10) (default: 10)

Remove (rm) Container command

$ pumba rm -h

NAME:
   pumba rm - remove containers

USAGE:
   pumba rm [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   remove target containers, with links and voluems

OPTIONS:
   --force, -f    force the removal of a running container (with SIGKILL)
   --links, -l    remove container links
   --volumes, -v  remove volumes associated with the container

Network Emulation (netem) command

$ pumba netem -h

NAME:
   Pumba netem - delay, loss, duplicate and re-order (run 'netem') packets, to emulate different network problems

USAGE:
   Pumba netem command [command options] [arguments...]

COMMANDS:
     delay      delay egress traffic
     loss
     duplicate
     corrupt

OPTIONS:
   --duration value, -d value   network emulation duration; should be smaller than recurrent interval; use with optional unit suffix: 'ms/s/m/h'
   --interface value, -i value  network interface to apply delay on (default: "eth0")
   --target value, -t value     target IP filter; netem will impact only on traffic to target IP
   --tc-image value             Docker image with tc (iproute2 package); try 'gaiadocker/iproute2'
   --help, -h                   show help

Network Emulation Delay sub-command

$ pumba netem delay -h

NAME:
   Pumba netem delay - delay egress traffic

USAGE:
   Pumba netem delay [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   delay egress traffic for specified containers; networks show variability so it is possible to add random variation; delay variation isn't purely random, so to emulate that there is a correlation

OPTIONS:
   --time value, -t value          delay time; in milliseconds (default: 100)
   --jitter value, -j value        random delay variation (jitter); in milliseconds; example: 100ms ± 10ms (default: 10)
   --correlation value, -c value   delay correlation; in percentage (default: 20)
   --distribution value, -d value  delay distribution, can be one of {<empty> | uniform | normal | pareto |  paretonormal}

Network Emulation Loss sub-commands

$ pumba netem loss -h

NAME:
   Pumba netem loss - adds packet losses

USAGE:
   Pumba netem loss [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   adds packet losses, based on independent (Bernoulli) probability model
   see:  http://www.voiptroubleshooter.com/indepth/burstloss.html

OPTIONS:
   --percent value, -p value      packet loss percentage (default: 0)
   --correlation value, -c value  loss correlation; in percentage (default: 0)
$ pumba netem loss-state -h

NAME:
   Pumba netem loss-state - adds packet losses, based on 4-state Markov probability model

USAGE:
   Pumba netem loss-state [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   adds a packet losses, based on 4-state Markov probability model
     state (1) – packet received successfully
     state (2) – packet received within a burst
     state (3) – packet lost within a burst
     state (4) – isolated packet lost within a gap
   see: http://www.voiptroubleshooter.com/indepth/burstloss.html

OPTIONS:
   --p13 value  probability to go from state (1) to state (3) (default: 0)
   --p31 value  probability to go from state (3) to state (1) (default: 100)
   --p32 value  probability to go from state (3) to state (2) (default: 0)
   --p23 value  probability to go from state (2) to state (3) (default: 100)
   --p14 value  probability to go from state (1) to state (4) (default: 0)
$ pumba netem loss-gemodel -h

NAME:
   Pumba netem loss-gemodel - adds packet losses, according to the Gilbert-Elliot loss model

USAGE:
   Pumba netem loss-gemodel [command options] containers (name, list of names, RE2 regex)

DESCRIPTION:
   adds packet losses, according to the Gilbert-Elliot loss model
   see: http://www.voiptroubleshooter.com/indepth/burstloss.html

OPTIONS:
   --pg value, -p value  transition probability into the bad state (default: 0)
   --pb value, -r value  transition probability into the good state (default: 100)
   --one-h value         loss probability in the bad state (default: 100)
   --one-k value         loss probability in the good state (default: 0)
Examples
# add 3 seconds delay for all outgoing packets on device `eth0` (default) of `mydb` Docker container for 5 minutes

$ pumba netem --duration 5m delay --time 3000 mydb
# add a delay of 3000ms ± 30ms, with the next random element depending 20% on the last one,
# for all outgoing packets on device `eth1` of all Docker container, with name start with `hp`
# for 10 minutes

$ pumba netem --duration 5m --interface eth1 delay \
      --time 3000 \
      --jitter 30 \
      --correlation 20 \
    re2:^hp
# add a delay of 3000ms ± 40ms, where variation in delay is described by `normal` distribution,
# for all outgoing packets on device `eth0` of randomly chosen Docker container from the list
# for 10 minutes

$ pumba --random netem --duration 5m \
    delay \
      --time 3000 \
      --jitter 40 \
      --distribution normal \
    container1 container2 container3
tc tool

Pumba uses tc Linux tool for network emulation. You have two options:

  1. Make sure that container, you want to disturb, has tc tool available and properly installed (install iproute2 package)
  2. Use --tc-image option, with any netem command, to specify external Docker image with tc tool available. Pubma will create a new container from this image, adding NET_ADMIN capability to it and reusing target container network stack. You can try to use gaiadocker/iproute2 image (it's just Alpine Linux 3.3 with iproute2 package installed)

Note: For Alpine Linux based image, you need to install iproute2 package and also to create a symlink pointing to distribution files ln -s /usr/lib/tc /lib/tc.

Running inside Docker container

If you choose to use Pumba Docker image on Linux, use the following command:

# once in a 10 seconds, try to kill (with `SIGTERM` signal) all containers named **hp(something)**
# on same Docker host, where Pumba container is running

$ docker run -d -v /var/run/docker.sock:/var/run/docker.sock gaiaadm/pumba pumba --interval 10s kill --signal SIGTERM ^hp

Note: For Windows and OS X you will need to use --host argument, since there is no unix socket /var/run/docker.sock to mount.

Running Pumba on Kubernetes cluster

If you are running Kubernetes >= 1.1.0. You can take advantage of DaemonSets to automatically deploy the Pumba on all your nodes. On 1.1.x you'll need to explicitly enable the DaemonSets extension, see http://kubernetes.io/v1.1/docs/admin/daemons.html#caveats.

You'll then be able to deploy the DaemonSet with the command

$ kubectl create -f pumba_kube.yml

If you are not running Kubernetes >= 1.1.0 or do not want to use DaemonSets, you can also run the Pumba as a regular docker container on each node you want to make chaos (see above)

Running Pumba on CoreOS cluster

If you are running CoreOS cluster. You can use fleetctl command to deploy Pumba service file on every CoreOS cluster node. You'll then be able to deploy the Pumba service with the command

$ fleetctl start pumba_coreos.service

Build instructions

You can build Pumba with or without Go installed on your machine.

Build using local Go environment

In order to build Pumba, you need to have Go 1.6+ setup on your machine.

Here is the approximate list of commands you will need to run:

cd $GOPATH
mkdir github.com/gaia-adm && cd github.com/gaia-adm
git clone [email protected]:gaia-adm/pumba.git
cd pumba
glide install
go build -v

Build using Docker builder image

You do not have to install and configure Go in order to build and test Pumba project. Pubma builder Docker image contains Go 1.6 and all tools required to build and test Pumba.

First of all clone Pumba git repository:

git clone [email protected]:gaia-adm/pumba.git
cd pumba

Now create a Pumba builder Docker image.

docker build -t pumba/builder -f Build.Dockerfile .

Now you can use pumba/builder to build, test (with coverage) and deploy Pumba.

To build a new Pumba binary run the following command:

docker run --rm -v "$PWD":/go/src/github.com/gaia-adm/pumba -w /go/src/github.com/gaia-adm/pumba pumba/builder script/go_build.sh

To build new Pumba binaries for multiple platforms run the following command (using gox tool):

docker run --rm -v "$PWD":/go/src/github.com/gaia-adm/pumba -w /go/src/github.com/gaia-adm/pumba pumba/builder script/gox_build.sh

To run all Pumba tests and generate coverage report run the following command:

docker run --rm -v "$PWD":/go/src/github.com/gaia-adm/pumba -w /go/src/github.com/gaia-adm/pumba pumba/builder script/coverage.sh --html

Used Libraries and Code

I've also borrowed some code from very good CenturyLinkLabs/watchtower project.

License

Code is under the Apache License v2.

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Chaos testing tool for Docker

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