Your question is Spark Broadcast Join Strategy. 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 is a broadcast join in Spark, and under what conditions should you use it to optimize your jobs?