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Table Of Contents
Engineering Lakehouses with Open Table Formats
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In this chapter, we explored the critical considerations for evaluating and selecting open table formats in a modern lakehouse architecture. By analyzing core design trade-offs such as read versus write optimization, ecosystem compatibility, and operational tooling, we’ve seen how Apache Iceberg, Apache Hudi, and Delta Lake each cater to distinct workload patterns and organizational needs. These choices have downstream implications across the data stack, influencing ingestion pipelines, query performance, governance, and long-term maintainability.
While format selection remains a foundational architectural decision, it’s important to note the emergence of technologies such as Apache XTable (discussed in Chapter 7), which enable cross-format interoperability. Projects such as XTable allow organizations to embrace the unique strengths of each format while minimizing fragmentation and improving flexibility in multi-engine, multi-tool environments. However, you...