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The document introduces Enzyme, an incremental view maintenance (IVM) engine developed by Databricks to enhance Spark Declarative Pipelines by automating refresh planning for materialized views. Enzyme aims to optimize the maintenance of view consistency as data evolves, addressing challenges in high-throughput and real-time environments while reducing the total cost of ownership for users. The paper discusses the architecture, design decisions, and performance improvements of Enzyme, highlighting its modul

Author

Albert Tsou

Language

EN