Well, I'll be. Before producers of The Andy Griffith Show decided that whistling set the tone for the show, Sheriff Taylor himself recorded a version of the song with lyrics. That's not him whistling, by the way - that was composer Earle H. Hagen. Here's Andy singing "The Fishing Hole."
Rest in Peace, Andy.