Spark SQL's Catalyst optimizer is a query optimization framework that provides a way to transform and optimize Spark SQL queries for improved performance. The optimizer uses a rule-based approach to analyze and optimize queries, and includes support for common optimizations such as pushdown predicates, reordering operations, and partition pruning.
