Chyler commented on a change in pull request #37: TEZ-4042: Speculative 
attempts should avoid running on the same node
URL: https://github.com/apache/tez/pull/37#discussion_r258313359
 
 

 ##########
 File path: tez-dag/src/main/java/org/apache/tez/dag/app/dag/impl/TaskImpl.java
 ##########
 @@ -1009,14 +1014,18 @@ public TaskStateInternal transition(TaskImpl task, 
TaskEvent event) {
     public void transition(TaskImpl task, TaskEvent event) {
       LOG.info("Scheduling a redundant attempt for task " + task.taskId);
       task.counters.findCounter(TaskCounter.NUM_SPECULATIONS).increment(1);
-      TezTaskAttemptID earliestUnfinishedAttempt = null;
+      TaskAttempt earliestUnfinishedAttempt = null;
       for (TaskAttempt ta : task.attempts.values()) {
         // find the oldest running attempt
         if (!ta.isFinished()) {
-          earliestUnfinishedAttempt = ta.getID();
+          earliestUnfinishedAttempt = ta;
         }
       }
-      task.addAndScheduleAttempt(earliestUnfinishedAttempt);
+      NodeId nodeId = earliestUnfinishedAttempt.getNodeId();
+      task.unhealthyNodesHistory.add(nodeId);
 
 Review comment:
   for now there would be only one speculative attempt for one task, so maybe 
putting the node ids of all running attempts is unnecessary?

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