As data lakes grow in size and complexity, tools like Amazon Athena combined with table formats like Apache Iceberg become essential for scalability, data governance, and performance. In this post, we’ll explore: Athena + S3: How far does the classic approach go? The typical pattern when querying data in S3 using Athena is: This approach