jin xing created SPARK-20288:
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             Summary: ImproveĀ BasicSchedulerIntegrationSuite "multi-stage job"
                 Key: SPARK-20288
                 URL: https://issues.apache.org/jira/browse/SPARK-20288
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 2.1.0
            Reporter: jin xing
            Priority: Minor


ShuffleId is determined before job submitted. But it's hard to predict stageId 
by shuffleId.
Stage is created in DAGScheduler(
https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala#L381),
 but the order is n
ot determined.
I added a log after 
(https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala#L331),
 when testing BasicSchedulerIntegrationSuite:"multi-stage job". It will print:
Creating ShufflMapStage-0 on shuffle-0
Creating ShufflMapStage-1 on shuffle-2
Creating ShufflMapStage-2 on shuffle-1
Creating ShufflMapStage-3 on shuffle-3
or
Creating ShufflMapStage-0 on shuffle-1
Creating ShufflMapStage-1 on shuffle-3
Creating ShufflMapStage-2 on shuffle-0
Creating ShufflMapStage-3 on shuffle-2

So It might be better to avoid generating the MapStatus by stageId.



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