Investigations into the incident have been carried out through the night and will continue today.
"Police are as concerned as the public about the number of aggravated robberies in Canterbury of late and is working tirelessly to investigate these incidents and hold the offenders to account," said Detective Inspector Darryl Sweeney.
"We encourage bar owners to ensure they do their banking daily and remain especially vigilant around closing time."