Good luck with that. Not saying it can't be done though. The best non violent way is to not comply or assist it it any way.
The movie 'Tombstone' had a lot of great lines in it. In this situation the line "I don't think I'll let you arrest us today, Behan." comes to mind.
“Oh. Merrick, I apologize; I forgot you were there. You may go now.”