You could also try virtualenvs inside Debian packages:

https://github.com/spotify/dh-virtualenv

One reason to keep virtualenvs is that the system Python (VM or container) includes extra Python packages that your app may or may not need. If you use a virtualenv, you exclude these system-installed packages and guarantee a clean starting point.