What fruit has a red/orange color, a long stem and a bumpy outside?

Answer

Hard to say without looking at the fruit. It could be a lychee, dragon fruit, or something entirely different. Take a piece of fruit to your local grocer, University Extension office, or Master Gardner for help identifying it.