Your question is Optimize Tick Processing in Python. 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).
Optimize a memory-intensive Python script to process large datasets of historical trading ticks.