Of course it's OK. So says Cochrane Collaboration.
In Labor? Bring on the Food!
It takes a lot of energy to give birth! I encourage my clients to eat in early labor especially. Light foods are generally advisable. The great Jan Mallak says that it's a good idea not to eat anything you don't want to see again :)