Malaga is a working class Spanish city. You need to take the A7 and head towards Marbella and Puerto Banus if you want the nightlife.
http://www.nikkibeach.com/marbella/
http://www.salabeach.com/
http://www.nikkibeach.com/marbella/
http://www.salabeach.com/