The story
From dry (“impotent; harmless”) + run. First attested in print in 1941, but apparently much older in spoken English.
Etymology from Wiktionary, CC BY-SA 4.0.
dry run
Today it means: A practice or rehearsal; especially, one that goes through all the motions of a physical process but without the raw material or workpiece present. Full definition →