Automating Delta Lake Maintenance: OPTIMIZE and VACUUM Made Easy

Jun 16, 2025 · 3 min read · Introduction Delta Lake, a powerful storage layer built on top of Apache Spark, brings ACID transactions and scalable metadata handling to big data. But like any persistent storage system, performance can degrade over time due to file fragmentation a...