Video shows angry and annoyed residents trying to stop the singing group, and at least one man called police.
Police finally caught up with Christmas carolers, but they didn't let the police damper their spirits - they went on to play for the officers.
It appeared the officers had a good sense of humor about the whole thing. Video shows them chuckling about the situation.
The carolers have also surprised shoppers at Target, Walmart, restaurants and even at the gym.