Officers say 38-year-old Daniel Correa walked into the store at Walnut and Court just before midnight.
He started arguing with employees and then pulled out a screwdriver and threatened the workers.
One of the employees armed themselves with a baseball bat and fought Correa off until officers arrived and made an arrest.
Correa is now facing assault with a deadly weapon charge.