The note on the door says the feast will be available until sunrise. It appeared as if by magic (and maybe it was), so it may disappear just as suddenly.
Still, it wouldn't hurt to try. I'm also going to see if there are any viable seeds (from raw peppers, tomatoes, etc, if any) and try to save some.