Infrastructure as Code. Photo courtesy:@Bass Emmen
Originally published athttps://pbnj.dev
Table of Contents
Overview
The era of Infrastructure-as-Code (IaC) has unlocked tremendous developer
productivity and agility features. Now, as an Engineer, we can declare our
infrastructure and environments as structured data in configuration files, such
as Terraform templates, Dockerfiles, and Kubernetes manifests.
However, this agility and speed of provisioning and configuring infrastructure
comes with a high risk of bugs in the form of misconfigurations.
Fortunately, we can solve this problem just as we can solve for other bugs in
our products, by writingunit tests.
One such tool that can help us unit test our configuration files isconftest
. What is unique aboutconftest
is that it uses
Open-Policy-Agent (OPA) and a policy
language, called
Rego to
accomplish this.
This might appear difficult at first, but it will start to make sense.
Let's explore 2 use-cases where we can test our configurations!
Getting Started
First, some prerequisites:
Dockerfile
Let's say we want to prevent some images and/or tags (e.g.latest
).
We need to create a simple Dockerfile:
FROM kalilinux/kali-linux-docker:latestENTRYPOINT ["echo"]
Now, we need to create our first unit test file, let's call ittest.rego
, and
place it in a directory, let's call itpolicy
(this is configurable).
packagemaindisallowed_tags:=["latest"]disallowed_images:=["kalilinux/kali-linux-docker"]deny[msg]{input[i].Cmd=="from"val:=input[i].Valuetag:=split(val[i],":")[1]contains(tag,disallowed_tags[_])msg=sprintf("[%s] tag is not allowed",[tag])}deny[msg]{input[i].Cmd=="from"val:=input[i].Valueimage:=split(val[i],":")[0]contains(image,disallowed_images[_])msg=sprintf("[%s] image is not allowed",[image])}
Assuming we are in the right directory, we can test our Dockerfile:
$lsDockerfile policy/$conftesttest-i Dockerfile ./DockerfileFAIL - ./Dockerfile -[latest] tag is not allowedFAIL - ./Dockerfile -[kalilinux/kali-linux-docker] image is not allowed
Just to be sure, let's change this Dockerfile to pass the test:
# FROM kalilinux/kali-linux-docker:latestFROM debian:busterENTRYPOINT ["echo"]
$lsDockerfile policy/$conftesttest-i Dockerfile ./DockerfilePASS - ./Dockerfile - data.main.deny
"It works! But I don't understand how," I hear you thinking to yourself.
Let's break the Rego syntax down:
package main
is a way for us to put some rules that belong together in anamespace. In this case, we named itmain
becauseconftest
defaults to it,but we can easily do something likepackage docker
and then runconftest test -i Dockerfile --namespace docker ./Dockerfile
disallowed_tags
&disallowed_images
are just simple variables that hold anarray of stringsdeny[msg] { ... }
is the start of the deny rule and it means that theDockerfile should be rejected and the user should be given an error messagemsg
if the conditions in the body (i.e.{ ... }
) are true- Expressions in the body of the deny rule are treated as logical AND. Forexample:
1==1# IF 1 is equal to 1contains("foobar","foo")# AND "foobar" contains "foo"# This would trigger the deny rule
input[i].Cmd == "from"
checks if the Docker command isFROM
.input[i]
means we can have multiple Dockerfiles being tested at once. This will iterateover them- The next 2 lines are assignments just to split a string and store some data invariables
contains(tag, disallowed_tags[_])
will return true if thetag
we obtainedfrom the Dockerfile contains one of thedisallowed_tags
.array[_]
syntaxmeans iterate over valuesmsg := sprinf(...)
creates the message we want to tell our user if this denyrule is triggered- The second
deny[msg]
rule checks that the image itself is not on theblocklist.
Kubernetes
Let's say we want to ensure that all pods are running as a non-root user.
We need to create our deployment
$mkdir-p kubernetes$cat<<EOF >./kubernetes/deployment.yamlapiVersion: apps/v1kind: Deploymentmetadata: name: nginx-deployment labels: app: nginxspec: replicas: 3 selector: matchLabels: app: nginx template: metadata: labels: app: nginx spec: containers: - name: nginx image: nginx:1.7.9 ports: - containerPort: 80EOF
Now, we need to create our unit test:
$mkdir-p ./kubernetes/policy$cat<<EOF >./kubernetes/policy/test.regopackage mainname := input.metadata.namedeny[msg] { input.kind == "Deployment" not input.spec.template.spec.securityContext.runAsNonRoot msg = sprintf("Containers must run as non root in Deployment %s. See: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/", [name])}EOF
And, let's run it:
conftesttest-i yaml ./kubernetes/deployment.yamlFAIL - ./kubernetes/deployment.yaml - Containers must run as non rootinDeployment nginx-deployment. See: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/
This is a bit more straightforward:
- Get the
metadata.name
from theinput
(which is the Kubernetes Deploymentyaml file) - Create a deny rule that is triggered if:
input.kind
isDeployment
andsecurityContext.runAsNonRoot
is not set
- Return an error message to the user that containers must run as non-root andpoint them to the docs.
Next Steps
So, where to go from here?
The Rego language is vast and it can take a bit to wrap your head around how it
works. You can even send and receive HTTP requests inside Rego.
I recommend reading the docs to learn more about Rego's capabilities:
I also barely scratched the surface withconftest
in this blog post. The
repository has a nice list of
examples that you should
peruse at your leisure.conftest
even supports sharing policies via uploading
OPA bundles to OCI-compliant registries, e.g.conftest push ...
,conftest pull ...
.
Lastly, if you have any questions, the OPA community is friendly and welcoming.
Feel free to join the#conftest
channel in
OPA Slack.
Happy coding!
Top comments(5)

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Hi Phil,
That's a great question.
I don't know of many tools or testing frameworks that are general enough to be applied to any structured data. One such tool that falls under this category isterratest, which requires you to write your tests in Go (I haven't had a chance to explore it).
On the other hand, there are a number of specialized testing frameworks/tools for specific types of configuration files, like:
- chefspec for Chef recipes
- serverspec for ensuring servers conform to a baseline
- goss which is like serverspec but in YAML
- this for Ansible
- tfsec for terraform
So, it depends on your use-case.

Great article Peter, thank you!
I've been looking for further information (and bending my mind to OPA) on what you explained for...
input[i].Cmd == "from"
... I understandinput is an OPA reserved construct but how did you come to understand.Cmd in relation to Dockerfiles (or is it more OPA generic)? I've seen several docker examples that all leverageinput[i].Cmd == but always assumed this was some Conftest special-sauce as an iterator for the commands within a Dockerfile.
Have you found a Conftest or OPA explaination that explains this?
Thanks again,
Ian
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