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Spark 3.0: Python and R Performance
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Classroom Contents
Introducing Apache Spark 3.0 - A Decade of Progress and Future Outlook
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- 1 This is a Special Year for Apache Spark
- 2 2008: Datacenter-scale computing
- 3 2009: Back to Berkeley
- 4 2010: Open Source Spark
- 5 2012-15: Expand Access to Spark
- 6 Apache Spark Today: Python
- 7 Apache Spark Today: SOL
- 8 Major Lessons
- 9 Apache Spark 3.0
- 10 Spark 3.0: SOL Engine
- 11 Spark 3.0: Python Usability Python type hints for Pandas UDFs
- 12 Spark 3.0: Python and R Performance
- 13 Spark 3.0: Other Features
- 14 Other Apache Spark Ecosystem Projects
- 15 Announcing Koalas 1.0!
- 16 Learning Spark 2nd Edition
- 17 OSS Spark Development Initiatives at Databricks
