Github user chenghao-intel commented on a diff in the pull request:

    https://github.com/apache/spark/pull/11249#discussion_r53417873
  
    --- Diff: 
streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala ---
    @@ -269,6 +270,39 @@ class StreamingContext private[streaming] (
         RDDOperationScope.withScope(sc, name, allowNesting = false, 
ignoreParent = false)(body)
       }
     
    +  private[streaming] val recoverableAccuNameToId: mutable.Map[String, 
Long] = {
    --- End diff --
    
    I don't think the memory space is the problem, as in Java collection always 
stores object references, not the real duplicated objects.
    
    The reason I suggested to do that is to simplify the code at 
https://github.com/apache/spark/pull/11249/files#diff-f0064bc8820551c338276e29d922e459R47
 , which mean we don't need to get the Accumulator again by accumulator ids, 
particularly the `Accumulators.originals` stores the `WeakReference` object, it 
can return null.
    



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