October 2024
Intermediate to advanced
382 pages
10h 39m
English
Content preview from Delta Lake: The Definitive Guide
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Foreword by Dominique Brezinski
Delta Lake emerged from Michael and my discussions about the challenges I encountered when building a high-scale streaming ETL system using Apache Spark, EC2, and S3. We faced the same challenges at Apple in processing vast amounts of data for intrusion monitoring and threat response. We needed to build a system that could do not only streaming ingestion but also streaming detection and support performant queries over a long retention window of large datasets. From these requirements Delta Lake was created to support ACID transactions and seamless integration of batch and streaming processes, allowing us to handle petabytes of daily data efficiently.
This guide reveals Delta Lake’s architectural fundamentals, practical applications, and best practices. Whether you’re a data engineer, scientist, or business leader, you’ll find valuable insights to leverage Delta Lake effectively.
I’m excited for you to explore this guide and witness how Delta Lake can propel your own innovations. Together, we’re shaping the future of data management, enabling the construction of reliable and performant data lakehouses.
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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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.