Who is he to tell a co-equal branch of the government to do? Seems to me, the Congress could spend their days discussing tiddlywinks and the weather and he has no power to do anything about it.
Besides, it is the Dems in the Senate who stand in the way of passing said budget. Tell Harry Reid to get off his ass and start working on one of the dozens of budget plans that have passed the House.