The burglary took place in Bunns Lane between 10.30pm and 10.50pm on December 3.
A number of items were stolen, including the luxury goods, which have been estimated to be worth approximately £200,000.
The force has shared CCTV footage of two men who were seen in Bunns Lane on the day of the theft.
Det Sgt Joe Halsey said: “I would ask people to look at these images and see if they recognise the two men shown.
“They were taken in Bunns Lane earlier on the day of the theft.
“The owner of the business is understandably distraught by what has happened and we need assistance to apprehend those responsible.
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“At this time we are working to establish whether this burglary is linked to any others.”
Anyone with information that could assist is asked to call police on 101 or on ‘X’ @MetCC, quoting 01/1160486/24.
You can also provide information anonymously to the independent charity Crimestoppers on 0800 555 111.