Katy Perry's reminding Orlando Bloom what he's missing after their shocking split ... shining as bright as a "Firework" during a yacht trip -- which he was on, too!

Katy Perry and Orlando Bloom have publicly addressed their engagement split, after weeks of speculation. While the musician ...