liupc 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_r390111206
 
 

 ##########
 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:
   @cloud-fan Good question! yes, it's ok to clear all the map status, but I 
think maybe just drop the data of the current shuffle id is enough. But it 
seems that we currently bind an global epoch to the `MapOutputTracker`, if one 
stage `FetchFailed`, then the epoch will be updated, so that it will clear all 
the map statuses cache in the executor side.
   Should we change this behavior? if so may be we can put another PR for that.

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