Aurora PostgreSQL now enables direct querying of Apache Iceberg and Parquet data stored in data lakes without ETL pipelines, using DuckDB's query engine embedded in PostgreSQL. Users can create foreign tables referencing data in Amazon S3 or AWS Glue Data Catalog, allowing existing PostgreSQL applications to access data lake information while optionally materializing it into native Aurora tables.