Ngone51 commented on a change in pull request #27604: 
[SPARK-30849][CORE][SHUFFLE]Fix application failed due to failed to get 
MapStatuses broadcast block
URL: https://github.com/apache/spark/pull/27604#discussion_r390191608
 
 

 ##########
 File path: core/src/main/scala/org/apache/spark/MapOutputTracker.scala
 ##########
 @@ -851,8 +852,16 @@ private[spark] class MapOutputTrackerWorker(conf: 
SparkConf) extends MapOutputTr
         var fetchedStatuses = mapStatuses.get(shuffleId).orNull
         if (fetchedStatuses == null) {
           logInfo("Doing the fetch; tracker endpoint = " + trackerEndpoint)
-          val fetchedBytes = 
askTracker[Array[Byte]](GetMapOutputStatuses(shuffleId))
-          fetchedStatuses = 
MapOutputTracker.deserializeMapStatuses(fetchedBytes, conf)
+          try {
+            val fetchedBytes = 
askTracker[Array[Byte]](GetMapOutputStatuses(shuffleId))
+            fetchedStatuses = 
MapOutputTracker.deserializeMapStatuses(fetchedBytes, conf)
+          } catch {
+            case e: IOException if
+            
Throwables.getCausalChain(e).asScala.exists(_.isInstanceOf[BlockNotFoundException])
 =>
+              mapStatuses.clear()
 
 Review comment:
   I think there's a potential assuming that *shuffle data are aways randomly 
and evenly placed on nodes*. That means, any shuffle fetch failure can imply 
the potential fetch failure for other shuffles in future. So, currently, we 
aways clear `mapStatuses` when fetch failure happens.

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