People who don't use drugs are called?

"Straight-edge." The term was coined by the hardcore punk band Minor Threat (who founded the Straight-Edge movement). Not all straight-edge people have the same beliefs, but, generally speaking, most straight-edge punks are against people taking any kind of drugs -- including prescription drugs, alcohol, and cigarettes.