September 2016
Beginner to intermediate
344 pages
7h 44m
English
Content preview from Spark for Data ScienceBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Structured Streaming
Streaming is a seemingly broad topic! If you take a closer look at the real-world problems, businesses do not just want a streaming engine to make decisions in real time. There has always been a need to integrate both batch stack and streaming stack, and integrate with external storage systems and applications. Also, the solution should be such that it should adapt to dynamic changes in business logic to address new and changing business requirements.
Apache Spark 2.0 has the first version of the higher level stream processing API called the Structured Streaming engine. This scalable and fault-tolerant engine leans on the Spark SQL API to simplify the development of real-time, continuous big data applications. It is probably ...
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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.