Your question is DW vs DL and Spark Laziness. 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 the difference between a data warehouse and a data lake, and what it means for Spark to be lazy.