April 2026
Beginner to intermediate
408 pages
13h 26m
English
Content preview from Architecting an Apache Iceberg Lakehouse
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1 The world of the data lakehouse
This chapter covers
- What a data lakehouse is and how it differs from traditional data architectures
- How Apache Iceberg shapes the lakehouse paradigm
- When and why to implement an Apache Iceberg lakehouse
Data architecture has evolved less through innovation for its own sake and more through persistent failure. Organizations have long struggled to deliver analytics that are fast, affordable, and trustworthy at scale. Systems that performed well tended to be expensive and rigid. Systems that were flexible and cheap were often slow, fragile, and hard to govern. Each new generation of architecture promised to fix these tradeoffs but introduced new technical and business constraints that limited how the data ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.