Emergency crews were called to the Islington Avenue and Rexdale Boulevard area at around 11:17 p.m.
Police said there was an altercation in a parking lot between a group of people.
A man was shot and a woman was stabbed and both were taken to hospital in serious but non-life threatening condition, police said.
One person was arrested.
Anyone with information is asked to contact police.