User-defined aggregation functions in Spark

Learn about user-defined aggregation functions (UDAF) using `org.apache.spark.sql.expressions.Aggregator` in Spark SQL. Understand the benefits of using Aggregator in Spark SQL for custom aggregation logic, performance optimization, and code reusability. Compare Aggregator with standard functions in Spark SQL.