Imagine the 30,000 or so employees having to schlep out to Anacostia. There is no Metro access there. The traffic in that area already is a nightmare and the streets are inadequate. If they move the entire department out there, it will be a disaster. It is my understanding they are going to move the Coast Guard headquarters there first.
Don't worry: their very existence will warrant one.