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

    https://github.com/apache/spark/pull/8090#discussion_r36708799
  
    --- Diff: core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala 
---
    @@ -787,9 +787,10 @@ class DAGScheduler(
           }
         }
     
    +    // Create internal accumulators if the stage has no accumulators 
initialized.
         // Reset internal accumulators only if this stage is not partially 
submitted
         // Otherwise, we may override existing accumulator values from some 
tasks
    -    if (allPartitions == partitionsToCompute) {
    +    if (stage.internalAccumulators.isEmpty || allPartitions == 
partitionsToCompute) {
    --- End diff --
    
    @andrewor14 we don't actually care about clearing the values, right?  Can 
we simplify this to just `if (stage.internalAccumulators.isEmpty)`? Or just 
initialize them when a `Stage` is constructed?


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