I have mild asthma, and have / had no problems obtaining / retaining my medical.
I was asked to run round the building a couple of times when down at the CAA, and my peak flow taken before and after.
If you're well controlled with the usual medication, and don't suffer from sudden attacks, then it shouldn't be a problem. Out of interest, when do you find yourself needing to use the reliever?
ATB