The gunfire erupted around 11 a.m. Saturday in the 6000 block of Ogontz Avenue.
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Surveillance video shows two men running out of the store, and one of them is firing a gun into the building.
Police say a 32-year-old man was shot in the chest and right arm after an argument with both suspects.
He was taken to the hospital in stable condition.
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Anyone with information is asked to call or text Philadelphia police at 215-686-TIPS (8477) or submit a tip online.
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