Secession is unconstitutional. Splitting up an existing state is consitutional.
Would the federal government carpet bomb a state that tried? No. But there are other means to exert force and stop secession. Besides, the U.S. Government has no reason to ever willingly let California (or Texas, or really any state) leave the union, so why would they ever sit down at the negotiating table?