In my previous post I covered how to setup an AWS EC2 instance with a bare bones Flask project. At the end of the post we automated this by using Ansible. In this post, we take it one step further and let Github use Ansible to provision and configure our EC2 instance. If you haven’t read the last post, I recommend at least skimming through it to get an idea of what we’re setting up here.

Tip: You can actually use this Github Workflow and Action with any cloud provider or your own personal Linux server. You just need to ensure ports 80 and 443 are open and copy the public key to the remote server. Additionally you may need to change the ansible user.

We want to use an Ansible playbook via Github Actions to provision and configure everything in our EC2 instance automatically so that whenever we push the master branch to Github it updates our deployment. The Ansible playbook, found here, installs the Ubuntu packages we need (pip, gunicorn, nginx); clones our Github repository and installs anything in requirements.txt; creates a systemd unit to run gunicorn and starts it; and creates an nginx configuration and starts it. The nginx configuration is just a reverse proxy from http://localhost:8080—where gunicorn is serving our Flask server—to port 80, the standard web server port.

This is not intended as a large-scale solution, but if you’re running a small website or REST API that you would like to demo to people, this streamlines some of the process of continuously deploying.


Generate repository

First, generate a new repository based on my template by clicking here. The contents of the flask repository are discussed in the previous post here.

Go ahead and clone your repository to your local machine so you can make changes to the Flask server later.

To run the gunicorn server locally for testing, in it’s current state you need at least the gunicorn and flask packages. At the top level of the repository run:

gunicorn --chdir application -b :8080 app:app

The Flask application only has one route at / that simply prints “It works!”. If running locally you can go to localhost:8080 to see the default route.

Tip: After you generate a new repository from the template, a pull request will be opened in the new repository also outlining these steps.

Generate SSH key pair

Create an SSH key pair to be used between Github and AWS. Personally I prefer to do this locally on my machine using ssh-keypair, but you can use any third party tool. Don’t include a passphrase.

Copy private key to Github

Next you will need to copy and paste the private key into the secrets for your new repository that you generated. To do that, go to the settings for your repository and then go to “Secrets” on the left hand menu. Click “New Secret” and name your new secrets AWS_EC2_KEY. It must be named this since the value will be used in our Github Actions. Paste in the private key and save. The private key should begin with (OPENSSH might be SSH or RSA in your implementation):

Note: Your private key is encrypted before it reaches Github and not decrypted until it is used in a workflow according to Github. Still, understand the security implications of sharing your private key with a third-party.

Copy public key to AWS EC2

Next, copy the public key and import it into AWS. Go here and select the white “Actions” dropdown box. Click import key, name your key, and then either browse for the public key or paste it in. It doesn’t matter what you name your key here as long as you know it’s associated with your Github.

Create EC2 instance and associate Elastic IP

After this create an EC2 instance and associate an Elastic IP address with this. If you don’t know how to do this, you can follow the section in my previous post here. Return here after you have created an instance and associated an Elastic IP with it.

Warning: If you're just testing this out and not wanting to run your Flask site yet, be sure to stop your EC2 instance when you are finished testing.

Create an A record for domain

Create an A record for your domain or subdomain for the IP address. I personally use To add an A record for your domain or subdomain, follow this article. It may take a few minutes for DNS servers to be updated.

Update Ansible configuration

Lastly, in your repository update ansible/deploy/hosts for your own domain. In the file replace the instance of with your domain name (you could actually list several domain names if you wanted to deploy to several different servers). Note that although Ansible allows IP addresses, the templates for this project expect this to be a domain name. You can also change the app_name from flask-project to whatever you desire, but it is not necessary. This is used as the systemd unit name that runs gunicorn as well as the directory of where the repository will be cloned.



Commit the change and push to your Github repository. You should now be able to visit your domain and see the text “It works!”.


This step is optional for those who want to serve using HTTPS. Ensure that your site is served over HTTP before proceeding.

Note: Although it is very simple to enable HTTPS, you can run into problems if trying to switch back to HTTP-only later. Specifically, web browsers that had been accessing the site via HTTPS will possibly now see the site as insecure and may not be able to access content. In other words, if choosing to serve over HTTPS, stick with it.

To enable SSL for your site, ensure that port 443 is open in your EC2 security group for inbound connections. Then SSH into your EC2 instance and follow the instructions to use Let’s Encrypt’s certbot found here.

After this is complete, simply change SSL=True in ansible/deploy/hosts and push. This sets a boolean variable such that the nginx configuration for your domain is changed to serve using HTTPS. Additionally all HTTP traffic will be redirected to HTTPS. This is an important step, because if you do not change this variable the nginx configuration will be overwritten with one that only serves over HTTP the next time you push.

Next steps

Now that you have everything working, simply make updates to your code and push. It’s recommended you create another branch for development and only merge to master when it is ready for production. Anything pushed to the master branch will be automatically deployed to your EC2 instance, so be sure to test locally! When confident with the changes, merge with master and push.

If you make updates to the directory structure, like moving to another location, you may break the Github action from working. It expects to be under application/app. If you want it elsewhere, you’ll need to modify the Ansible templates yourself. Other than that, there shouldn’t be any restrictions on what you can change or add to your flask server (templates, static files, etc.).

You can add additional Python packages to the top-level requirements.txt and they will be installed automatically as part of the Ansible provisioning.

To learn more about how this repository is setup, see this section.

Lastly, you can always check how the Github action performed by going to the “Actions” tab in your new repository. Additionally you can still ssh into your EC2 instance and check the status of both the gunicorn service (flask-project.service by default) and nginx service (nginx.service) using systemd. Note that if you make any changes to flask-project.service or the nginx configuration you should do that in the ansible template in your repository, not in your instance directly; otherwise, any changes you make to those files will be overwritten by your ansible playbook when you push later.