Your question is Optimize Retrieval With Data Structures. 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).
Explain how you utilize data structures to optimize data retrieval in a complex reporting pipeline.