I think not going is definitely the smart move, and it's great that you're thinking ahead. Think how awful you will feel waking up that morning after you started drinking at the airport the day before.
Why don't you plan a lunch or dinner to celebrate your friend's upcoming wedding. I know it's not quite the same.
You've got this!!!