Ultimate access to all questions.
Consider a large-scale e-commerce platform that requires real-time analytics on customer behavior. How would you design a streaming data pipeline using Delta Lake to handle high volumes of data and ensure timely and accurate analytics?
Explanation:
For real-time analytics in an e-commerce platform, leveraging Delta Lake's streaming capabilities is ideal. This involves setting up a continuous data ingestion pipeline that feeds into Delta tables, allowing for real-time updates and immediate availability of fresh data for analytics. This approach ensures that insights are based on the most current customer behavior.