Create QA dashboards with Grafana (Part 1)

Since I have my new role (Head of QA), many employees constantly want metrics from me. That means a lot of work for me. But since I do not always want to deal with such things, I have searched for a simpler way. So the question was – how can I deliver this data at any time and possibly from different sources (eq. JIRA, pipelines, test results, Salesforce, etc.)? Hmmm … Grafana is awesome – not only for DevOps! So in this tutorial series, I’d like to show you how to create nice and meaningful dashboards for your QA metrics in Grafana.

What you need?

  • Docker installed (latest version)
  • Bash (min. 3.2.x)

Prepare the project

In order to create dashboards in Grafana, you need a small environment (Grafana/InfluxDB) as well as some data. The next steps will help you to create them. The environment/services are simulated by docker containers. For the fictitious data, just use the bash script which I created for this tutorial.

Now copy/paste the content of the two files with your favorite editor. The content of docker-compose.yml.

And here the content of

Start environment and create data

Once the project and the files have been created, you can build and start the environment. For this you use Docker Compose.

In next step you create the InfluxDB databases (incl. fictitious measurements, series and data) via Bash script.

Note: You could use influx command to administrate InfluxDB directly.

Okay the environment preparation is done. Now start Grafana in browser.

New Grafana Login

The default username and password is “admin:admin“. Note, if you use docker-compose down you have to repeat most of steps like data creation. Better use docker-compose stop! … See you in 2nd part – where we add data sources and create dashboards.

CURL visualization via httpstat

CURL is awesome … but sometimes the feature for visualization of statistics is missing. Exactly here helps httpstat as an wrapper.

httpstat is available for different languages:

Prepare project

Since I am a Python lover I will also work with my favorite language provided by Xiao Meng. It’s a single file with no dependencies and compatible to Python 2.7 and 3.

Usage examples

Note: httpstat has a bunch of environment variables, please use help!

Automate Bash testing with Bats

With Bats (Bash Automated Testing System) it is easy to automate Bash and command line testing. It is an awesome open source framework written in Bash by Sam Stephenson. In combination with Jenkins you are able to use it via build.



Example Bats file

Note: There is much more! Read documentation and have a look on projects which are using it!