> providing analytics and a database type experience over a data lake. It's interesting how the modern data lake is developing in this way, recreating many pat

> providing analytics and a database type experience over a data lake. It's interesting how the modern data lake is developing in this way, recreating many patterns from the traditional database for distributed systems and massive scale: SQL and query optimization, transactions and time travel, schema evolution and data constraints... Having started out as a database developer / DBA many years ago, working with data lakes today reminds me in many ways of that early part of my career. I wrote a post tracing a common interface from the typical relational database to the modern data lake. https://nchammas.com/writing/modern-data-lake-database https://nchammas.com/writing/modern-data-lake-database