Your question is Efficient Transaction Log Deduplication. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Given a large stream of transaction logs, how would you implement an efficient deduplication algorithm?