Awesome
chaoskube
chaoskube
periodically kills random pods in your Kubernetes cluster.
Why
Test how your system behaves under arbitrary pod failures.
Example
Running it will kill a pod in any namespace every 10 minutes by default.
$ chaoskube
INFO[0000] starting up dryRun=true interval=10m0s version=v0.21.0
INFO[0000] connecting to cluster master="https://kube.you.me" serverVersion=v1.10.5+coreos.0
INFO[0000] setting pod filter annotations= labels= minimumAge=0s namespaces=
INFO[0000] setting quiet times daysOfYear="[]" timesOfDay="[]" weekdays="[]"
INFO[0000] setting timezone location=UTC name=UTC offset=0
INFO[0001] terminating pod name=kube-dns-v20-6ikos namespace=kube-system
INFO[0601] terminating pod name=nginx-701339712-u4fr3 namespace=chaoskube
INFO[1201] terminating pod name=kube-proxy-gke-earthcoin-pool-3-5ee87f80-n72s namespace=kube-system
INFO[1802] terminating pod name=nginx-701339712-bfh2y namespace=chaoskube
INFO[2402] terminating pod name=heapster-v1.2.0-1107848163-bhtcw namespace=kube-system
INFO[3003] terminating pod name=l7-default-backend-v1.0-o2hc9 namespace=kube-system
INFO[3603] terminating pod name=heapster-v1.2.0-1107848163-jlfcd namespace=kube-system
INFO[4203] terminating pod name=nginx-701339712-bfh2y namespace=chaoskube
INFO[4804] terminating pod name=nginx-701339712-51nt8 namespace=chaoskube
...
chaoskube
allows to filter target pods by namespaces, labels, annotations and age as well as exclude certain weekdays, times of day and days of a year from chaos.
How
Helm
You can install chaoskube
with Helm
. Follow Helm's Quickstart Guide and then install the chaoskube
chart.
$ helm repo add chaoskube https://linki.github.io/chaoskube/
$ helm install chaoskube chaoskube/chaoskube --atomic --namespace=chaoskube --create-namespace
Refer to chaoskube on kubeapps.com to learn how to configure it and to find other useful Helm charts.
Raw manifest
Refer to example manifest. Be sure to give chaoskube appropriate permissions using provided ClusterRole.
Configuration
By default chaoskube
will be friendly and not kill anything. When you validated your target cluster you may disable dry-run mode by passing the flag --no-dry-run
. You can also specify a more aggressive interval and other supported flags for your deployment.
If you're running in a Kubernetes cluster and want to target the same cluster then this is all you need to do.
If you want to target a different cluster or want to run it locally specify your cluster via the --master
flag or provide a valid kubeconfig via the --kubeconfig
flag. By default, it uses your standard kubeconfig path in your home. That means, whatever is the current context in there will be targeted.
If you want to increase or decrease the amount of chaos change the interval between killings with the --interval
flag. Alternatively, you can increase the number of replicas of your chaoskube
deployment.
Remember that chaoskube
by default kills any pod in all your namespaces, including system pods and itself.
chaoskube
provides a simple HTTP endpoint that can be used to check that it is running. This can be used for Kubernetes liveness and readiness probes. By default, this listens on port 8080. To disable, pass --metrics-address=""
to chaoskube
.
Filtering targets
However, you can limit the search space of chaoskube
by providing label, annotation, and namespace selectors, pod name include/exclude patterns, as well as a minimum age setting.
$ chaoskube --labels 'app=mate,chaos,stage!=production'
...
INFO[0000] setting pod filter labels="app=mate,chaos,stage!=production"
This selects all pods that have the label app
set to mate
, the label chaos
set to anything and the label stage
not set to production
or unset.
You can filter target pods by namespace selector as well.
$ chaoskube --namespaces 'default,testing,staging'
...
INFO[0000] setting pod filter namespaces="default,staging,testing"
This will filter for pods in the three namespaces default
, staging
and testing
.
Namespaces can additionally be filtered by a namespace label selector.
$ chaoskube --namespace-labels='!integration'
...
INFO[0000] setting pod filter namespaceLabels="!integration"
This will exclude all pods from namespaces with the label integration
.
You can filter target pods by OwnerReference's kind selector.
$ chaoskube --kinds '!DaemonSet,!StatefulSet'
...
INFO[0000] setting pod filter kinds="!DaemonSet,!StatefulSet"
This will exclude any DaemonSet
and StatefulSet
pods.
$ chaoskube --kinds 'DaemonSet'
...
INFO[0000] setting pod filter kinds="DaemonSet"
This will only include any DaemonSet
pods.
Please note: any include
filter will automatically exclude all the pods with no OwnerReference defined.
You can filter pods by name:
$ chaoskube --included-pod-names 'foo|bar' --excluded-pod-names 'prod'
...
INFO[0000] setting pod filter excludedPodNames=prod includedPodNames="foo|bar"
This will cause only pods whose name contains 'foo' or 'bar' and does not contain 'prod' to be targeted.
You can also exclude namespaces and mix and match with the label and annotation selectors.
$ chaoskube \
--labels 'app=mate,chaos,stage!=production' \
--annotations '!scheduler.alpha.kubernetes.io/critical-pod' \
--namespaces '!kube-system,!production'
...
INFO[0000] setting pod filter annotations="!scheduler.alpha.kubernetes.io/critical-pod" labels="app=mate,chaos,stage!=production" namespaces="!kube-system,!production"
This further limits the search space of the above label selector by also excluding any pods in the kube-system
and production
namespaces as well as ignore all pods that are marked as critical.
The annotation selector can also be used to run chaoskube
as a cluster addon and allow pods to opt-in to being terminated as you see fit. For example, you could run chaoskube
like this:
$ chaoskube --annotations 'chaos.alpha.kubernetes.io/enabled=true' --debug
...
INFO[0000] setting pod filter annotations="chaos.alpha.kubernetes.io/enabled=true"
DEBU[0000] found candidates count=0
DEBU[0000] no victim found
Unless you already use that annotation somewhere, this will initially ignore all of your pods (you can see the number of candidates in debug mode). You could then selectively opt-in individual deployments to chaos mode by annotating their pods with chaos.alpha.kubernetes.io/enabled=true
.
apiVersion: apps/v1
kind: Deployment
metadata:
name: my-app
spec:
replicas: 3
template:
metadata:
annotations:
chaos.alpha.kubernetes.io/enabled: "true"
spec:
...
You can exclude pods that have recently started by using the --minimum-age
flag.
$ chaoskube --minimum-age 6h
...
INFO[0000] setting pod filter minimumAge=6h0m0s
Limit the Chaos
You can limit the time when chaos is introduced by weekdays, time periods of a day, day of a year or all of them together.
Add a comma-separated list of abbreviated weekdays via the --excluded-weekdays
options, a comma-separated list of time periods via the --excluded-times-of-day
option and/or a comma-separated list of days of a year via the --excluded-days-of-year
option and specify a --timezone
by which to interpret them.
$ chaoskube \
--excluded-weekdays=Sat,Sun \
--excluded-times-of-day=22:00-08:00,11:00-13:00 \
--excluded-days-of-year=Apr1,Dec24 \
--timezone=Europe/Berlin
...
INFO[0000] setting quiet times daysOfYear="[Apr 1 Dec24]" timesOfDay="[22:00-08:00 11:00-13:00]" weekdays="[Saturday Sunday]"
INFO[0000] setting timezone location=Europe/Berlin name=CET offset=1
Use UTC
, Local
or pick a timezone name from the (IANA) tz database. If you're testing chaoskube
from your local machine then Local
makes the most sense. Once you deploy chaoskube
to your cluster you should deploy it with a specific timezone, e.g. where most of your team members are living, so that both your team and chaoskube
have a common understanding when a particular weekday begins and ends, for instance. If your team is spread across multiple time zones it's probably best to pick UTC
which is also the default. Picking the wrong timezone shifts the meaning of a particular weekday by a couple of hours between you and the server.
Flags
Option | Environment | Description | Default |
---|---|---|---|
--interval | CHAOSKUBE_INTERVAL | interval between pod terminations | 10m |
--labels | CHAOSKUBE_LABELS | label selector to filter pods by | (matches everything) |
--annotations | CHAOSKUBE_ANNOTATIONS | annotation selector to filter pods by | (matches everything) |
--kinds | CHAOSKUBE_KINDS | owner's kind selector to filter pods by | (all kinds) |
--namespaces | CHAOSKUBE_NAMESPACES | namespace selector to filter pods by | (all namespaces) |
--namespace-labels | CHAOSKUBE_NAMESPACE_LABELS | label selector to filter namespaces and its pods by | (all namespaces) |
--included-pod-names | CHAOSKUBE_INCLUDED_POD_NAMES | regular expression pattern for pod names to include | (all included) |
--excluded-pod-names | CHAOSKUBE_EXCLUDED_POD_NAMES | regular expression pattern for pod names to exclude | (none excluded) |
--excluded-weekdays | CHAOSKUBE_EXCLUDED_WEEKDAYS | weekdays when chaos is to be suspended, e.g. "Sat,Sun" | (no weekday excluded) |
--excluded-times-of-day | CHAOSKUBE_EXCLUDED_TIMES_OF_DAY | times of day when chaos is to be suspended, e.g. "22:00-08:00" | (no times of day excluded) |
--excluded-days-of-year | CHAOSKUBE_EXCLUDED_DAYS_OF_YEAR | days of a year when chaos is to be suspended, e.g. "Apr1,Dec24" | (no days of year excluded) |
--timezone | CHAOSKUBE_TIMEZONE | timezone from tz database, e.g. "America/New_York", "UTC" or "Local" | (UTC) |
--max-runtime | CHAOSKUBE_MAX_RUNTIME | Maximum runtime before chaoskube exits | -1s (infinite time) |
--max-kill | CHAOSKUBE_MAX_KILL | Specifies the maximum number of pods to be terminated per interval | 1 |
--minimum-age | CHAOSKUBE_MINIMUM_AGE | Minimum age to filter pods by | 0s (matches every pod) |
--dry-run | CHAOSKUBE_DRY_RUN | don't kill pods, only log what would have been done | true |
--log-format | CHAOSKUBE_LOG_FORMAT | specify the format of the log messages. Options are text and json | text |
--log-caller | CHAOSKUBE_LOG_CALLER | include the calling function name and location in the log messages | false |
--slack-webhook | CHAOSKUBE_SLACK_WEBHOOK | The address of the slack webhook for notifications | disabled |
--client-namespace-scope | CHAOSKUBE_CLIENT_NAMESPACE_SCOPE | Scope Kubernetes API calls to the given namespace | (all namespaces) |
Related work
There are several other projects that allow you to create some chaos in your Kubernetes cluster.
- kube-monkey is a sophisticated pod-based chaos monkey for Kubernetes. Each morning it compiles a schedule of pod terminations that should happen throughout the day. It allows to specify a mean time between failures on a per-pod basis, a feature that
chaoskube
lacks. It can also be made aware of groups of pods forming an application so that it can treat them specially, e.g. kill all pods of an application at once.kube-mokey
allows filtering targets globally via configuration options as well allows pods to opt-in to chaos via annotations,it allows individual apps to opt-in in their own unique way, as an example, app-a can request to kill him each week day one pod, while app-b which more couragues can request to kill 50% of pods. It understands a similar configuration file used by Netflix's ChaosMonkey. - PowerfulSeal is indeed a powerful tool to trouble your Kubernetes setup. Besides killing pods it can also take out your Cloud VMs or kill your Docker daemon. It has a vast number of configuration options to define what can be killed and when. It also has an interactive mode that allows you to kill pods easily.
- fabric8's chaos monkey: A chaos monkey that comes bundled as an app with fabric8's Kubernetes platform. It can be deployed via a UI and reports any actions taken as a chat message and/or desktop notification. It can be configured with an interval and a pod name pattern that possible targets must match.
- k8aos: An interactive tool that can issue a series of random pod deletions across an entire Kubernetes cluster or scoped to a namespace.
- pod-reaper kills pods based on an interval and a configurable chaos chance. It allows to specify possible target pods via a label selector and namespace. It has the ability successfully shutdown itself after a while and therefore might be suited to work well with Kubernetes Job objects. It can also be configured to kill every pod that has been running for longer than a configurable duration.
- kubernetes-pod-chaos-monkey: A very simple random pod killer using
kubectl
written in a couple lines of bash. Given a namespace and an interval it kills a random pod in that namespace at each interval. Pretty much likechaoskube
worked in the beginning. - kubeinvaders gamified chaos engineering tool for Kubernetes. It is like Space Invaders but the aliens are pods or worker nodes.
Acknowledgements
This project wouldn't be where it is with the ideas and help of several awesome contributors:
- Thanks to @twildeboer and @klautcomputing who sparked the idea of limiting chaos during certain times, such as business hours or holidays as well as the first implementations of this feature in #54 and #55.
- Thanks to @klautcomputing for the first attempt to solve the missing percentage feature as well as for providing the RBAC config files.
- Thanks to @j0sh3rs for bringing the Helm chart to the latest version.
- Thanks to @klautcomputing, @grosser, @twz123, @hchenxa and @bavarianbidi for improvements to the Dockerfile and docs in #31, #40 and #58.
- Thanks to @bakins for adding the minimum age filter in #86.
- Thanks to @bakins for adding a health check and Prometheus metrics in #94 and #97.
Contributing
Feel free to create issues or submit pull requests.