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https://issues.apache.org/jira/browse/SPARK-2202?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Patrick Wendell updated SPARK-2202:
-----------------------------------
Priority: Major (was: Blocker)
> saveAsTextFile hangs on final 2 tasks
> -------------------------------------
>
> Key: SPARK-2202
> URL: https://issues.apache.org/jira/browse/SPARK-2202
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 1.0.0
> Environment: CentOS 5.7
> 16 nodes, 24 cores per node, 14g RAM per executor
> Reporter: Suren Hiraman
>
> I have a flow that takes in about 10 GB of data and writes out about 10 GB of
> data.
> The final step is saveAsTextFile() to HDFS. This seems to hang on 2 remaining
> tasks, always on the same node.
> It seems that the 2 tasks are waiting for data from a remote task/RDD
> partition.
> After about 2 hours or so, the stuck tasks get a closed connection exception
> and you can see the remote side logging that as well. Log lines are below.
> My custom settings are:
> conf.set("spark.executor.memory", "14g") // TODO make this
> configurable
>
> // shuffle configs
> conf.set("spark.default.parallelism", "320")
> conf.set("spark.shuffle.file.buffer.kb", "200")
> conf.set("spark.reducer.maxMbInFlight", "96")
>
> conf.set("spark.rdd.compress","true")
>
> conf.set("spark.worker.timeout","180")
>
> // akka settings
> conf.set("spark.akka.threads", "300")
> conf.set("spark.akka.timeout", "180")
> conf.set("spark.akka.frameSize", "100")
> conf.set("spark.akka.batchSize", "30")
> conf.set("spark.akka.askTimeout", "30")
>
> // block manager
> conf.set("spark.storage.blockManagerTimeoutIntervalMs", "180000")
> conf.set("spark.blockManagerHeartBeatMs", "80000")
> "STUCK" WORKER
> 14/06/18 19:41:18 WARN network.ReceivingConnection: Error reading from
> connection to ConnectionManagerId(172.16.25.103,57626)
> java.io.IOException: Connection reset by peer
> at sun.nio.ch.FileDispatcher.read0(Native Method)
> at sun.nio.ch.SocketDispatcher.read(SocketDispatcher.java:39)
> at sun.nio.ch.IOUtil.readIntoNativeBuffer(IOUtil.java:251)
> at sun.nio.ch.IOUtil.read(IOUtil.java:224)
> at sun.nio.ch.SocketChannelImpl.read(SocketChannelImpl.java:254)
> at org.apache.spark.network.ReceivingConnection.read(Connection.scala:496)
> REMOTE WORKER
> 14/06/18 19:41:18 INFO network.ConnectionManager: Removing
> ReceivingConnection to ConnectionManagerId(172.16.25.124,55610)
> 14/06/18 19:41:18 ERROR network.ConnectionManager: Corresponding
> SendingConnectionManagerId not found
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