Old friends got together and drank and toasted late into the night.
Tips
memory
Picture the scene literally: 推杯 (push the cup over) + 换盏 (swap small wine cups). At a Chinese banquet you toast by extending your cup toward the other person — the cups visibly 'pass back and forth'. That image is the whole idiom.