Your question is PySpark Performance Bottlenecks. 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).
What are the common performance bottlenecks in a PySpark job, and how do you mitigate them?