July 2024
Intermediate to advanced
286 pages
7h 53m
English
Content preview from Practical Lakehouse Architecture
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.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.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.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.
Chapter 9. Lakehouse of the Future
Congratulations! You’ve reached the last chapter of this book. I hope you now understand lakehouse architecture, its core concepts, and the different technology options available for implementing a lakehouse.
In the previous chapter, we discussed how to build a lakehouse in the real-world. In this chapter, I will discuss some of the alternative, unconventional, and futuristic approaches to building a lakehouse. I’ve handpicked a few technologies, products, and design approaches that I think will shape the future of lakehouse design and its adoption by the data community. While some have already become mainstream, some are still in experimental mode.
In this chapter, we will explore:
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Different approaches like data mesh, HTAP, and Zero ETL, in combination with lakehouse architecture, to implement data platforms
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Interoperability features and upcoming file and table formats
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Managed platforms that can simplify lakehouse implementations in public and private clouds
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Use of AI in a lakehouse
As the data world changes rapidly, some of these design patterns and methodologies might become the standard approach for implementing data platforms, while others might not attract many takers. In either case, I felt it a good idea to conclude this book by exploring the endless future possibilities that technological advancements can offer.
Warehouse to Lakehouse: What’s Next?
Like modern technologies, modern architectures also evolve with time. In the ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.