The melee happened Wednesday afternoon when Patricia Cupa says she and her daughter were waiting for another car to close their door before pulling into a parking space.
After parking, Cupa says several people exited the other vehicle and began hurling racial obscenities, which then led to a violent physical altercation.
Cupa says someone stole her purse - which included more than $3,000 - from her car during the chaos.
No arrests have been made so far.