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High Performance Spark
High Performance Spark
Preface
1. Introduction to High Performance Spark
2. How Spark Works
3. DataFrames, Datasets, and Spark SQL
4. Joins (SQL and Core)
5. Effective Transformations
6. Working with Key/Value Data
7. Going Beyond Scala
8. Testing and Validation
9. Spark MLlib and ML
10. Spark Components and Packages
A. Tuning, Debugging, and Other Things Developers Like to Pretend Don’t Exist
Index
About the Authors
Colophon
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