cat-and-mouse

The Cinque Ports' navy had torn up and down the Channel harassing any marauding French; smugglers had cat-and-moused with revenue men over the marshes, into the woods.

But previously it has only cat-and-moused him, trying to achieve the delicate balance of injuring him and yet not having to eat him alive, he then being too big in popularity to swallow.