The yarn is an uneven weave, it gets slightly smaller and larger as it goes and is not shiny at all. If you want the look that this gives the garment then you should try to find a yarn that is like that.house_kitty said:
A smooth yarn will make it look very different, which might be just fine for you. It just depends on what you want.