Well..I really didn't pay that much attention to their relationship cuz we all know on how it could be like good or abusive((older shows)) and manipulative
I mean seriously,wouldn't you think that it would have been a better movie if the joker was the main villain of the movie and they all had to attempt to go against him instead of a cliche witch that's about to blow up the city cliche