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Classroom Contents
Deep Dive into New Features of Apache Spark 3.1
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- 1 Intro
- 2 ANSI SOL Compliance
- 3 Fail Earlier for Invalid Data
- 4 Forbid Confusing CAST
- 5 ANSI Mode GA in Spark 3.2
- 6 Unified CREATE TABLE SOL Syntax
- 7 CHAR/VARCHAR Support
- 8 More ANSI Features Coming in Spark 3.2!
- 9 Node Decommissioning
- 10 Summary
- 11 SOL Performance
- 12 Shuffle Hash Join Improvement
- 13 Partition Pruning Improvement
- 14 Predicate Pushdown Improvement
- 15 Reduce Query Compiling Latency (3.2)
- 16 Stream-stream Join
- 17 State Store for Structured Streaming
- 18 Rocks DB State Store
- 19 Add the type hints PEP 484 to PySpark!
- 20 Static Error Detection
- 21 Python Dependency Management
- 22 Visualization and Plotting
- 23 Usability Enhancements
- 24 New Utility Functions for Unix Time
- 25 New Utility Functions for Time Zone
- 26 EXPLAIN FORMMATTED
- 27 Ignore Hints
- 28 Documentation and Environments
- 29 New Doc for PySpark
- 30 Deprecations and Removals
