If someone steals my goods/harms me then is it ok to take revenge on him/her?

If someone has done some big bad thing bad to me, which can't be forgotten easily, then is it ok to take revenge on them, if that person is guilty in this matter? Will it generate any negative karmic impression in me? should it? Which is important: peace or justice?