Should work OK I think. There are no costs or licensing needs just to run Web2py so go for it.
You could review the Fedora setup script: http://code.google.com/p/web2py/source/browse/scripts/setup-web2py-fedora.sh I'm not sure it would run successfully on your setup but you can manually enter in the commands that you think you need and see how it goes.