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

    https://github.com/apache/spark/pull/21369#discussion_r189451809
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/ExternalAppendOnlyMap.scala
 ---
    @@ -585,17 +592,15 @@ class ExternalAppendOnlyMap[K, V, C](
           } else {
             logInfo(s"Task ${context.taskAttemptId} force spilling in-memory 
map to disk and " +
               s"it will release 
${org.apache.spark.util.Utils.bytesToString(getUsed())} memory")
    -        nextUpstream = spillMemoryIteratorToDisk(upstream)
    +        val nextUpstream = spillMemoryIteratorToDisk(upstream)
    +        assert(!upstream.hasNext)
             hasSpilled = true
    +        upstream = nextUpstream
    --- End diff --
    
    Thanks for fixing this issues. I think the potential solution is to change 
the `upstream` reference, but I have not tested if this change is sufficient 
and safe.


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