July 2022
Beginner to intermediate
334 pages
7h 33m
English
Content preview from Simplifying Data Engineering and Analytics with Delta
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Chapter 4: Unifying Batch and Streaming with Delta
In the last chapter, we examined Delta's capabilities and how it solves the challenges of traditional data lakes to give you curated data that is the foundation for sound insights without having to solve common operational problems over and over again. In this chapter, we will look at the two patterns of ingestion in data systems, namely, batch and streaming. Traditionally, they would have required two separate pipelines and the associated cost and effort to create, maintain, and reconcile data between the two pipelines. Thanks to protocols such as Delta, these two pipelines ...
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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.