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Posted to issues@spark.apache.org by "Wenchen Fan (Jira)" <ji...@apache.org> on 2019/10/14 16:23:00 UTC
[jira] [Resolved] (SPARK-29435) Spark 3 doesnt work with older
shuffle service
[ https://issues.apache.org/jira/browse/SPARK-29435?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Wenchen Fan resolved SPARK-29435.
---------------------------------
Fix Version/s: 3.0.0
Resolution: Fixed
Issue resolved by pull request 26095
[https://github.com/apache/spark/pull/26095]
> Spark 3 doesnt work with older shuffle service
> ----------------------------------------------
>
> Key: SPARK-29435
> URL: https://issues.apache.org/jira/browse/SPARK-29435
> Project: Spark
> Issue Type: Bug
> Components: Shuffle
> Affects Versions: 3.0.0
> Environment: Spark 3 from Sept 26, commit 8beb736a00b004f97de7fcdf9ff09388d80fc548
> Spark 2.4.1 shuffle service in yarn
> Reporter: koert kuipers
> Assignee: Sandeep Katta
> Priority: Major
> Fix For: 3.0.0
>
>
> SPARK-27665 introduced a change to the shuffle protocol. It also introduced a setting spark.shuffle.useOldFetchProtocol which would allow spark 3 to run with old shuffle service.
> However i have not gotten that to work. I have been testing with Spark 3 master (from Sept 26) and shuffle service from Spark 2.4.1 in yarn.
> The errors i see are for example on EMR:
> {code}
> Error occurred while fetching local blocks
> java.nio.file.NoSuchFileException: /mnt1/yarn/usercache/hadoop/appcache/application_1570697024032_0058/blockmgr-d1d009b1-1c95-4e2a-9a71-0ff20078b9a8/38/shuffle_0_0_0.index
> {code}
> And on CDH5:
> {code}
> org.apache.spark.shuffle.FetchFailedException: /data/9/hadoop/nm/usercache/koert/appcache/application_1568061697664_8250/blockmgr-57f28014-cdf2-431e-8e11-447ba5c2b2f2/0b/shuffle_0_0_0.index
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.throwFetchFailedException(ShuffleBlockFetcherIterator.scala:596)
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.next(ShuffleBlockFetcherIterator.scala:511)
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.next(ShuffleBlockFetcherIterator.scala:67)
> at org.apache.spark.util.CompletionIterator.next(CompletionIterator.scala:29)
> at scala.collection.Iterator$$anon$11.nextCur(Iterator.scala:484)
> at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:490)
> at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:458)
> at org.apache.spark.util.CompletionIterator.hasNext(CompletionIterator.scala:31)
> at org.apache.spark.InterruptibleIterator.hasNext(InterruptibleIterator.scala:37)
> at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:458)
> at scala.collection.Iterator$SliceIterator.hasNext(Iterator.scala:266)
> at org.apache.spark.sql.execution.SparkPlan.$anonfun$getByteArrayRdd$1(SparkPlan.scala:337)
> at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:850)
> at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:850)
> at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
> at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:327)
> at org.apache.spark.rdd.RDD.iterator(RDD.scala:291)
> at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
> at org.apache.spark.scheduler.Task.run(Task.scala:127)
> at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:455)
> at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1377)
> at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:458)
> at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
> at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
> at java.lang.Thread.run(Thread.java:748)
> Caused by: java.nio.file.NoSuchFileException: /data/9/hadoop/nm/usercache/koert/appcache/application_1568061697664_8250/blockmgr-57f28014-cdf2-431e-8e11-447ba5c2b2f2/0b/shuffle_0_0_0.index
> at sun.nio.fs.UnixException.translateToIOException(UnixException.java:86)
> at sun.nio.fs.UnixException.rethrowAsIOException(UnixException.java:102)
> at sun.nio.fs.UnixException.rethrowAsIOException(UnixException.java:107)
> at sun.nio.fs.UnixFileSystemProvider.newByteChannel(UnixFileSystemProvider.java:214)
> at java.nio.file.Files.newByteChannel(Files.java:361)
> at java.nio.file.Files.newByteChannel(Files.java:407)
> at org.apache.spark.shuffle.IndexShuffleBlockResolver.getBlockData(IndexShuffleBlockResolver.scala:204)
> at org.apache.spark.storage.BlockManager.getBlockData(BlockManager.scala:551)
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.fetchLocalBlocks(ShuffleBlockFetcherIterator.scala:349)
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.initialize(ShuffleBlockFetcherIterator.scala:391)
> at org.apache.spark.storage.ShuffleBlockFetcherIterator.<init>(ShuffleBlockFetcherIterator.scala:161)
> at org.apache.spark.shuffle.BlockStoreShuffleReader.read(BlockStoreShuffleReader.scala:60)
> at org.apache.spark.sql.execution.ShuffledRowRDD.compute(ShuffledRowRDD.scala:172)
> at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:327)
> at org.apache.spark.rdd.RDD.iterator(RDD.scala:291)
> at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
> at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:327)
> at org.apache.spark.rdd.RDD.iterator(RDD.scala:291)
> ... 11 more
> {code}
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