I would imagine Aikido in street clothes wouldn't be too difficult, compared to lets say Taekwondo in street clothes
Its definately very good idea to train like that, in various clothes, maybe carrying something, like a holdall, or shopping bags etc.
Thanks, best wishes
Stefan