Just went to replace mine -- dang, don't have Torx (female) sockets!

There's the big silver heat shield, and a small black heat shield that make it difficult to reach the electrical plug on the CPS, but it was fairly easy to press the harness release tab and lightly pull it off with my left hand.

Ditto on something you really don't want to do when the engine is hot.