Your question is Beam vs Spark Trade-offs. 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).
Can you explain the trade-offs between different distributed processing frameworks like Apache Beam versus Spark?