When asking for a raise, how do you guys know, how much to ask for / how much are you worth?

I've been working as a programmer for the last year and a half, and it's my first real gig in the sector. Without getting into much details, I've currently the opportunity to ask for a raise, but I don't know what would be an appropriate amount or how to research or calculate it.
Any input would be very much appreciated.