Github user JoshRosen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/10835#discussion_r50778902
  
    --- Diff: core/src/main/scala/org/apache/spark/Accumulator.scala ---
    @@ -75,43 +84,65 @@ private[spark] object Accumulators extends Logging {
        * This global map holds the original accumulator objects that are 
created on the driver.
        * It keeps weak references to these objects so that accumulators can be 
garbage-collected
        * once the RDDs and user-code that reference them are cleaned up.
    +   * TODO: Don't use a global map; these should be tied to a SparkContext 
at the very least.
        */
    +  @GuardedBy("Accumulators")
    --- End diff --
    
    +1 on this style of explicit documentation of locking / synchronization 
requirements. This is a good practice and we should do this more often.


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