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Eyal Farago commented on SPARK-19870: ------------------------------------- [~irashid], wenth through executors' logs and found no errors. did find some decent GC pauses and warnings like this: {quote}WARN Executor: 1 block locks were not released by TID = 5413: [rdd_53_42] {quote} this aligns with my findings of tasks cleaning after themselves, theoretically in case of failure as well. since both distros we're using do not offer any of the relevant versions including your fix, I can't test this scenario with your patch (aside from other practical constraints :-)) so I can't really verify my assumption about the link between SPARK-19870 and SPARK-22083. [~stevenruppert], [~gdanov], can you guys try running with one of the relevant versions? > Repeatable deadlock on BlockInfoManager and TorrentBroadcast > ------------------------------------------------------------ > > Key: SPARK-19870 > URL: https://issues.apache.org/jira/browse/SPARK-19870 > Project: Spark > Issue Type: Bug > Components: Block Manager, Shuffle > Affects Versions: 2.0.2, 2.1.0 > Environment: ubuntu linux 14.04 x86_64 on ec2, hadoop cdh 5.10.0, > yarn coarse-grained. > Reporter: Steven Ruppert > Priority: Major > Attachments: stack.txt > > > Running what I believe to be a fairly vanilla spark job, using the RDD api, > with several shuffles, a cached RDD, and finally a conversion to DataFrame to > save to parquet. I get a repeatable deadlock at the very last reducers of one > of the stages. > Roughly: > {noformat} > "Executor task launch worker-6" #56 daemon prio=5 os_prio=0 > tid=0x00007fffd88d3000 nid=0x1022b9 waiting for monitor entry > [0x00007fffb95f3000] > java.lang.Thread.State: BLOCKED (on object monitor) > at > org.apache.spark.broadcast.TorrentBroadcast$$anonfun$readBroadcastBlock$1.apply(TorrentBroadcast.scala:207) > - waiting to lock <0x00000005445cfc00> (a > org.apache.spark.broadcast.TorrentBroadcast$) > at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1269) > at > org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock(TorrentBroadcast.scala:206) > at > org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute(TorrentBroadcast.scala:66) > - locked <0x00000005b12f2290> (a > org.apache.spark.broadcast.TorrentBroadcast) > at > org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast.scala:66) > at > org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast.scala:96) > at org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70) > at > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:86) > at > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53) > at org.apache.spark.scheduler.Task.run(Task.scala:99) > at > org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:282) > at > java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) > at > java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) > at java.lang.Thread.run(Thread.java:745) > {noformat} > and > {noformat} > "Executor task launch worker-5" #55 daemon prio=5 os_prio=0 > tid=0x00007fffd88d0000 nid=0x1022b8 in Object.wait() [0x00007fffb96f4000] > java.lang.Thread.State: WAITING (on object monitor) > at java.lang.Object.wait(Native Method) > at java.lang.Object.wait(Object.java:502) > at > org.apache.spark.storage.BlockInfoManager.lockForReading(BlockInfoManager.scala:202) > - locked <0x0000000545736b58> (a > org.apache.spark.storage.BlockInfoManager) > at > org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:444) > at > org.apache.spark.broadcast.TorrentBroadcast$$anonfun$readBroadcastBlock$1.apply(TorrentBroadcast.scala:210) > - locked <0x00000005445cfc00> (a > org.apache.spark.broadcast.TorrentBroadcast$) > at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1269) > at > org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock(TorrentBroadcast.scala:206) > at > org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute(TorrentBroadcast.scala:66) > - locked <0x000000059711eb10> (a > org.apache.spark.broadcast.TorrentBroadcast) > at > org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast.scala:66) > at > org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast.scala:96) > at org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70) > at > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:86) > at > org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53) > at org.apache.spark.scheduler.Task.run(Task.scala:99) > at > org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:282) > at > java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) > at > java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) > at java.lang.Thread.run(Thread.java:745) > {noformat} > A full stack trace is attached, but those seem to be the offending threads. > This happens across several different executors, and has persisted through > several runs of the same job across spark 2.1.0 and 2.0.2. I also tried > killing individual executors to "unstick" the job, to no avail. > I haven't yet narrowed down the job itself to something publicly repeatable, > but hopefully the stacktraces are enough to start debugging. -- This message was sent by Atlassian JIRA (v7.6.3#76005) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org