You don't have to take it out, it's just going to require that extra pressure to depress the pedal, in stop and go traffic it can be quite the workout.
Taking the spring out is not that hard either, get someone or something to hold the pedal down, then stuff washer or what have you in the springs opening, so that when you release the pedal the spring will remain somewhat stretched open.
All the best,
