There's more...

The topic of how to program using Spark streaming and structured streaming in Spark is out of scope for this book, but we felt it is necessary to share some programs to introduce the concepts before drilling down into ML streaming offering for Spark.

For a solid introduction to streaming, please consult the following documentation on Spark:

Get Apache Spark 2.x Machine Learning Cookbook now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.