As Katy continues her record setting run for a 6th number 1, she's throwing a little extra fuel into the fire. She's already tied Michael Jackson for. Directed by Floria Sigismondi. With Katy Perry, Diego Luna. A music video for Katy Perry's song 'The One That Got Away'. "The One That Got Away" is a song by American singer Katy Perry for her third studio album, .. Consequence of Sound's Chris Coplan called the video a "little more somber" than the videos Perry made for "E.T." and "Last Friday Night ( T.G.I.F.)".