On July 15, officers responded to a break-in at the location on 8th and Tuolumne streets.
Investigators say the thieves got away with a couple of bags of cigarettes.
Fowler officers eventually arrested two men. They are not being identified but police say the men are no strangers to theft.
Investigators also recovered the stolen property.
However, they are still looking for a third person who they say was wearing dark clothing, a hood and a mask that partially covered their face.
If you have any information that can help, please call the Fowler Police Department.