A safe was also taken from the premises on Crossgar Road in Ballynahinch around 4.30am on Tuesday.
Detectives in Newry have appealed for information about the incident.
A PSNI spokesman said: “I would appeal for anyone who may have witnessed any suspicious persons or vehicles in the Crossgar Road area to contact detectives.”
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