As long as they can keep the booster pumps fired up for their system it should last. NG doesn't just supply its own pressure, it has to be pumped to wherever its going.
My biggest concern is with an outage of a regional or the nationwide power grid. There are multiple possible causes for an outage on a grid and some of them could take a long time to repair.