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Table Of Contents
Engineering Lakehouses with Open Table Formats
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Interoperability is emerging as a cornerstone of modern lakehouse architecture as organizations adopt multiple open table formats, each optimized for specific use cases. This chapter introduced how solutions such as Delta UniForm and Apache XTable are bridging the gaps between formats by enabling cross-engine reads, schema sync, and format translation.
We explored the architectural trade-offs, real-world use cases (such as CDC ingestion and cross-format ML pipelines), and current limitations, offering a practical lens into the evolving landscape of format interoperability in lakehouse systems.
In the next chapter, we will look at performance optimization techniques and how they help us in data analysis.
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