What should I do about police harassment such as this?

Just learn your rights. Cops take advantage of ignorance. Just watch the show COPS and watch how many idiots give them permission to search them, their house , their car, their purse, backpack whatever. They have no idea that the only reason cops ask is because we have the right to say no and then they can't do a damn thing except leave you alone.