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Discuss the challenges and solutions in implementing a real-time data processing system using Delta Lake in a high-traffic e-commerce platform. How can Delta Lake's features be optimized to handle the dynamic nature of e-commerce data and ensure real-time analytics are always based on the most current data?
A
Use traditional batch processing for data ingestion and transformation to handle high traffic.
B
Leverage Delta Lake's streaming capabilities and optimize performance through efficient schema design and data partitioning.
C
Store all data in a single large table to simplify real-time querying.
D
Ignore the need for real-time analytics as it is too complex to achieve with Delta Lake.