Iceberg

Feb 05, 2025 Engineering

Delta Lake vs Apache Iceberg vs Apache Hudi

Data lakes promised cheap, scalable storage. They delivered chaos instead. Without transactional guarantees, teams faced corrupt reads during writes, no way to roll back bad data, and partition…

Jan 03, 2025 Data Engineering

Apache Spark - Apache Iceberg Integration

Traditional Hive tables struggle with concurrent writes, schema evolution, and partition management at scale. Iceberg solves these problems by maintaining a complete metadata layer that tracks all…