Disclaimer: The analytics and data lakehouse ecosystem is evolving rapidly, with tools like Apache Iceberg, Spark, and Trino continuously introducing optimizations to address performance and scalability challenges. There are often multiple valid approaches to solving these problems, each with its own trade-offs. What's essential to understand is...