He’s grandstanding. Municipal authorities have nothing to do with enforcement. If he interferes, he can be the first NYC mayor to be federally indicted for obstructing immigration enforcement.
Unless he orders his troops to physically stop the operations. Who would stop him?
The FBI should drag him out of Gracie Mansion in manacles and chains.