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

    https://github.com/apache/spark/pull/22001#discussion_r209276818
  
    --- Diff: core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala 
---
    @@ -929,6 +955,28 @@ class DAGScheduler(
           // HadoopRDD whose underlying HDFS files have been deleted.
           finalStage = createResultStage(finalRDD, func, partitions, jobId, 
callSite)
         } catch {
    +      case e: Exception if e.getMessage ==
    +          
DAGScheduler.ERROR_MESSAGE_BARRIER_REQUIRE_MORE_SLOTS_THAN_CURRENT_TOTAL_NUMBER 
=>
    +        logWarning("The job requires to run a barrier stage that requires 
more slots than the " +
    +          "total number of slots in the cluster currently.")
    +        jobIdToNumTasksCheckFailures.putIfAbsent(jobId, 0)
    +        val numCheckFailures = jobIdToNumTasksCheckFailures.get(jobId) + 1
    --- End diff --
    
    +1. Use atomic updates from ConcurrentHashMap. Update the counter and then 
check max failures.


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