We run some machine learning systems on Ubuntu server, and it's really easy to accidentily install the full desktop environment while installing random graphics

We run some machine learning systems on Ubuntu server, and it's really easy to accidentily install the full desktop environment while installing random graphics driver related packages. While figuring out how to set things up (before I formalized in an ansible script) one of the servers ended up with the desktop packages installed. Weird to look at the IPMI overview and between all the white on black kernel log outputs suddenly seeing a full Ubuntu desktop boot screen.