Can a 21 speed Shimano Tourney groupset get converted into a 7-speed?
Yes - note that some bikes will still need the front derailleur to help prevent the chain from falling off, which defeats the lightness goal, and only makes the bike slightly simpler.

You'd use the upper and lower limit screws to force the FD cage to an appropriate place, and then can remove the cable and shifter.