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From "Brock Noland (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (HIVE-9127) Cache Map/Reduce works in RSC [Spark Branch]
Date Tue, 16 Dec 2014 19:42:14 GMT

     [ https://issues.apache.org/jira/browse/HIVE-9127?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Brock Noland updated HIVE-9127:
-------------------------------
    Description: 
In HIVE-7431 we disabled caching of Map/Reduce works because some tasks would fail. However,
we should be able to cache these objects in RSC for split generation. See: https://issues.apache.org/jira/browse/HIVE-9124?focusedCommentId=14248622&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-14248622
how this impacts performance.

Caller ST:

{noformat}
....
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileInputFormatShim.getSplits(HadoopShimsSecure.java:328)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getCombineSplits(CombineHiveInputFormat.java:421)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getSplits(CombineHiveInputFormat.java:510)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.HadoopRDD.getPartitions(HadoopRDD.scala:201)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:205)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:203)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.partitions(RDD.scala:203)
2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:32)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:205)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:203)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.partitions(RDD.scala:203)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.ShuffleDependency.<init>(Dependency.scala:79)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.ShuffledRDD.getDependencies(ShuffledRDD.scala:80)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:192)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:190)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.dependencies(RDD.scala:190)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.visit$1(DAGScheduler.scala:301)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.getParentStages(DAGScheduler.scala:313)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.newStage(DAGScheduler.scala:247)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.handleJobSubmitted(DAGScheduler.scala:735)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGSchedulerEventProcessActor$$anonfun$receive$2.applyOrElse(DAGScheduler.scala:1382)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.Actor$class.aroundReceive(Actor.scala:465)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGSchedulerEventProcessActor.aroundReceive(DAGScheduler.scala:1368)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.ActorCell.receiveMessage(ActorCell.scala:516)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.ActorCell.invoke(ActorCell.scala:487)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:238)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.Mailbox.run(Mailbox.scala:220)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.ForkJoinExecutorConfigurator$AkkaForkJoinTask.exec(AbstractDispatcher.scala:393)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
2014-12-16 14:36:22,204 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
{noformat}

  was:In HIVE-7431 we disabled caching of Map/Reduce works because some tasks would fail.
However, we should be able to cache these objects in RSC for split generation. See: https://issues.apache.org/jira/browse/HIVE-9124?focusedCommentId=14248622&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-14248622
how this impacts performance.


> Cache Map/Reduce works in RSC [Spark Branch]
> --------------------------------------------
>
>                 Key: HIVE-9127
>                 URL: https://issues.apache.org/jira/browse/HIVE-9127
>             Project: Hive
>          Issue Type: Sub-task
>          Components: Spark
>            Reporter: Brock Noland
>            Assignee: Brock Noland
>
> In HIVE-7431 we disabled caching of Map/Reduce works because some tasks would fail. However,
we should be able to cache these objects in RSC for split generation. See: https://issues.apache.org/jira/browse/HIVE-9124?focusedCommentId=14248622&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-14248622
how this impacts performance.
> Caller ST:
> {noformat}
> ....
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileInputFormatShim.getSplits(HadoopShimsSecure.java:328)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getCombineSplits(CombineHiveInputFormat.java:421)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getSplits(CombineHiveInputFormat.java:510)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.HadoopRDD.getPartitions(HadoopRDD.scala:201)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:205)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:203)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.partitions(RDD.scala:203)
> 2014-12-16 14:36:22,202 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:32)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:205)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:203)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.partitions(RDD.scala:203)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.ShuffleDependency.<init>(Dependency.scala:79)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.ShuffledRDD.getDependencies(ShuffledRDD.scala:80)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:192)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:190)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.Option.getOrElse(Option.scala:120)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.rdd.RDD.dependencies(RDD.scala:190)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.visit$1(DAGScheduler.scala:301)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.getParentStages(DAGScheduler.scala:313)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.newStage(DAGScheduler.scala:247)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGScheduler.handleJobSubmitted(DAGScheduler.scala:735)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGSchedulerEventProcessActor$$anonfun$receive$2.applyOrElse(DAGScheduler.scala:1382)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.Actor$class.aroundReceive(Actor.scala:465)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at org.apache.spark.scheduler.DAGSchedulerEventProcessActor.aroundReceive(DAGScheduler.scala:1368)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.ActorCell.receiveMessage(ActorCell.scala:516)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.actor.ActorCell.invoke(ActorCell.scala:487)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:238)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.Mailbox.run(Mailbox.scala:220)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at akka.dispatch.ForkJoinExecutorConfigurator$AkkaForkJoinTask.exec(AbstractDispatcher.scala:393)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
> 2014-12-16 14:36:22,203 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
> 2014-12-16 14:36:22,204 INFO  [stdout-redir-1]: client.SparkClientImpl (SparkClientImpl.java:run(435))
-        at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
> {noformat}



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