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  1. Epic SPARK-39145
    CLONE - SPIP: Public APIs for extended Columnar Processing Support
  2. Sub-task SPARK-37166
    SPIP: Storage Partitioned Join
  3. Umbrella SPARK-34849
    SPIP: Support pandas API layer on PySpark
  4. Improvement SPARK-30602
    SPIP: Support push-based shuffle to improve shuffle efficiency
  5. New Feature SPARK-29059
    [SPIP] Support for Hive Materialized Views in Spark SQL.
  6. Epic SPARK-27495
    SPIP: Support Stage level resource configuration and scheduling
  7. Epic SPARK-27396
    SPIP: Public APIs for extended Columnar Processing Support
  8. Improvement SPARK-27067
    SPIP: Catalog API for table metadata
  9. Improvement SPARK-27066
    SPIP: Identifiers for multi-catalog support
  10. Story SPARK-27005
    Design sketch for SPIP discussion: Accelerator-aware scheduling
  11. Improvement SPARK-26247
    SPIP - ML Model Extension for no-Spark MLLib Online Serving
  12. New Feature SPARK-26028
    Design sketch for SPIP: Property Graphs, Cypher Queries, and Algorithms
  13. New Feature SPARK-25728
    SPIP: Structured Intermediate Representation (Tungsten IR) for generating Java code
  14. New Feature SPARK-25678
    SPIP: Adding support in Spark for HPC cluster manager (PBS Professional)
  15. Improvement SPARK-25501
    Kafka delegation token support
  16. New Feature SPARK-24918
    Executor Plugin API
  17. Improvement SPARK-24630
    SPIP: Support SQLStreaming in Spark
  18. Epic SPARK-24615
    SPIP: Accelerator-aware task scheduling for Spark
  19. Epic SPARK-24374
    SPIP: Support Barrier Execution Mode in Apache Spark
  20. New Feature SPARK-24258
    SPIP: Improve PySpark support for ML Matrix and Vector types
  21. Sub-task SPARK-23521
    SPIP: Standardize SQL logical plans with DataSourceV2
  22. Improvement SPARK-22947
    SPIP: as-of join in Spark SQL
  23. New Feature SPARK-22658
    SPIP: TeansorFlowOnSpark as a Scalable Deep Learning Lib of Apache Spark
  24. Improvement SPARK-21866
    SPIP: Image support in Spark
  25. Sub-task SPARK-21190
    SPIP: Vectorized UDFs in Python
  26. Improvement SPARK-20928
    SPIP: Continuous Processing Mode for Structured Streaming
  27. Improvement SPARK-19904
    SPIP Add Spark Project Improvement Proposal doc to website
  28. Umbrella SPARK-18278
    SPIP: Support native submission of spark jobs to a kubernetes cluster
  29. Umbrella SPARK-18085
    SPIP: Better History Server scalability for many / large applications
  30. New Feature SPARK-15689
    Data source API v2
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