Cameras showed the suspect on the 800 block of Perkiomen Street back on July 18.
Police say the suspect fired several shots at the 30-year-old man before fleeing the scene.
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No one was hit, but several cars were struck by gunfire, officials say.
Anyone who recognizes the gunman is asked to call police at 215-686-TIPS.