For me, if I was going to leave all that stuff on, I'd probably leave the derailleurs too, unless there was something wrong with them. You can convert a cassette to single speed with some 1 1/8th plastic pipe, and you can convert the cranks with a set of single ring bolts. It's not hard, it dumps some weight, and it looks far better.