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  1. Improvement SPARK-4060
    MLlib, exposing special rdd functions to the public
  2. Improvement SPARK-4057
    Use -agentlib instead of -Xdebug in sbt-launch-lib.bash for debugging
  3. Bug SPARK-4055
    Inconsistent spelling 'MLlib' and 'MLLib'
  4. Improvement SPARK-3716
    Change partitionStrategy to utilize PartitionStrategy.fromString(_) to match edgeStorageLevel and vertexStorageLevel syntax in Analytics.scala
  5. Bug SPARK-3635
    Find Strongly Connected Components with Graphx has a small bug
  6. Bug SPARK-4153
    All columns of the application table in the history page are sorted in alphabetical order
  7. Improvement SPARK-4150
    rdd.setName returns None in PySpark
  8. Bug SPARK-3329
    HiveQuerySuite SET tests depend on map orderings
  9. Improvement SPARK-3010
    fix redundant conditional
  10. Bug SPARK-4701
    Typo in sbt/sbt
  11. Documentation SPARK-4711
    MLlib optimization: docs should suggest how to choose optimizer
  12. Improvement SPARK-4710
    Fix MLlib compilation warnings
  13. Sub-task SPARK-3838
    Python code example for Word2Vec in user guide
  14. Improvement SPARK-3844
    Truncate appName in WebUI if it is too long
  15. Bug SPARK-3843
    Cleanup scalastyle.txt at the end of running dev/scalastyle
  16. Improvement SPARK-3775
    Not suitable error message in spark-shell.cmd
  17. Improvement SPARK-3774
    typo comment in bin/utils.sh
  18. Bug SPARK-3763
    The example of building with sbt should be "sbt assembly" instead of "sbt compile"
  19. Bug SPARK-4254
    MovieLensALS example fails from including Params in closure
  20. Improvement SPARK-4262
    Add .schemaRDD to JavaSchemaRDD
  21. Improvement SPARK-4470
    SparkContext accepts local[0] as a master URL
  22. Improvement SPARK-2735
    Remove deprecation in jekyll for pygment in _config.yml
  23. Documentation SPARK-2558
    Mention --queue argument in YARN documentation
  24. Bug SPARK-4089
    The version number of Spark in _config.yaml is wrong.
  25. Improvement SPARK-4096
    let ApplicationMaster accept executor memory argument in same format as JVM memory strings
  26. Improvement SPARK-4058
    Log file name is hard coded even though there is a variable '$LOG_FILE '
  27. Bug SPARK-4053
    Block generator throttling in NetworkReceiverSuite is flaky
  28. Bug SPARK-4052
    Use scala.collection.Map for pattern matching instead of using Predef.Map (it is scala.collection.immutable.Map)
  29. Bug SPARK-3979
    Yarn backend's default file replication should match HDFS's default one
  30. Bug SPARK-3701
    Some clean-up work after the refactoring of MLlib's SerDe for PySpark
  31. Bug SPARK-3639
    Kinesis examples set master as local
  32. Bug SPARK-4426
    The symbol of BitwiseOr is wrong, should not be '&'
  33. Bug SPARK-4422
    In some cases, Vectors.fromBreeze get wrong results.
  34. Bug SPARK-4155
    Consolidate usages of <driver>
  35. Improvement SPARK-3566
    .gitignore and .rat-excludes should consider Windows cmd file and Emacs' backup files
  36. Bug SPARK-3690
    Closing shuffle writers we swallow more important exception
  37. Improvement SPARK-3696
    Do not override user-defined conf_dir in spark-config.sh
  38. Bug SPARK-3501
    Hive SimpleUDF will create duplicated type cast which cause exception in constant folding
  39. Improvement SPARK-4583
    GradientBoostedTrees error logging should use loss being minimized
  40. New Feature SPARK-4582
    Add getVectors to Word2VecModel
  41. Bug SPARK-4558
    History Server waits ~10s before starting up
  42. Improvement SPARK-4807
    Add support for hadoop-2.5 + bump jets3t version
  43. Bug SPARK-4530
    GradientDescent get a wrong gradient value according to the gradient formula, which is caused by the miniBatchSize parameter.
  44. New Feature SPARK-3507
    Create RegressionLearner trait and make some currect code implement it
  45. Improvement SPARK-3411
    Improve load-balancing of concurrently-submitted drivers across workers
  46. Improvement SPARK-3410
    The priority of shutdownhook for ApplicationMaster should not be integer literal
  47. Bug SPARK-3345
    Do correct parameters for ShuffleFileGroup
  48. Improvement SPARK-3176
    Implement 'ABS' and 'LAST' for sql
  49. Improvement SPARK-3111
    Implement the LAST analytic function for sql
  50. Bug SPARK-3061
    Maven build fails in Windows OS
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