Because when someone is rushing at you with a deadly weapon, you may only get one shot, and not all ‘less lethal’ options are effective, especially on someone in a mental health crisis.
I agree that the cops never should have entered the premises in the first place, but in this instance they did and the victim had already been a direct threat to others. This one instance really isn’t a case of cops murdering an innocent person for absolutely no reason.