Hi Emre, Have you tried adjusting these:
.set("spark.akka.frameSize", "500").set("spark.akka.askTimeout", "30").set("spark.core.connection.ack.wait.timeout", "600") -Todd On Fri, Feb 20, 2015 at 8:14 AM, Emre Sevinc <emre.sev...@gmail.com> wrote: > Hello, > > We are building a Spark Streaming application that listens to a directory > on HDFS, and uses the SolrJ library to send newly detected files to a Solr > server. When we put 10.000 files to the directory it is listening to, it > starts to process them by sending the files to our Solr server but after > about a few thousand files the Spark Streaming application dies. > > Before the application dies, It gives some TimeoutException errors related > to Akka, such as: > > util.AkkaUtils: Error sending message in 1 attempts > java.util.concurrent.TimeoutException: Futures timed out after [30 > seconds] > akka.pattern.AskTimeoutException: Timed out > > Any ideas on how to deal with this? Should we add/change/tweak some Spark > configuration parameters? > > We're using Spark 1.2.0 on a YARN cluster, and we're giving 4 cores and > 2GB of memory to that application when invoking it via spark-submit command. > > Below you can read the last few lines of the log file, showing what our > Spark Streaming application logged just before it died: > > > 15/02/20 13:28:25 INFO rdd.NewHadoopRDD: Input split: > hdfs://node01.demo.hadoop:8020/user/bjorn/spark-belga/dbpedia-translator-out/2fdf95f1-67d6-40b7-9345-fe129e38a2d9.json:0+2620 > 15/02/20 13:28:25 INFO broadcast.TorrentBroadcast: Started reading > broadcast variable 3004 > 15/02/20 13:28:32 INFO storage.MemoryStore: ensureFreeSpace(20996) called > with curMem=31171148, maxMem=1111794647 > 15/02/20 13:28:32 INFO storage.MemoryStore: Block broadcast_3004_piece0 > stored as bytes in memory (estimated size 20.5 KB, free 1030.5 MB) > 15/02/20 13:28:33 INFO storage.BlockManagerMaster: Updated info of block > broadcast_3004_piece0 > 15/02/20 13:28:33 INFO broadcast.TorrentBroadcast: Reading broadcast > variable 3004 took 7897 ms > 15/02/20 13:28:33 INFO storage.MemoryStore: ensureFreeSpace(347363) called > with curMem=31192144, maxMem=1111794647 > 15/02/20 13:28:33 INFO storage.MemoryStore: Block broadcast_3004 stored as > values in memory (estimated size 339.2 KB, free 1030.2 MB) > 15/02/20 13:28:33 INFO storage.MemoryStore: ensureFreeSpace(2627) called > with curMem=31539507, maxMem=1111794647 > 15/02/20 13:28:33 INFO storage.MemoryStore: Block rdd_3659_3 stored as > bytes in memory (estimated size 2.6 KB, free 1030.2 MB) > 15/02/20 13:28:34 INFO storage.BlockManagerMaster: Updated info of block > rdd_3659_3 > 15/02/20 13:28:34 INFO impl.HttpClientUtil: Creating new http client, > config:maxConnections=128&maxConnectionsPerHost=32&followRedirects=false > 15/02/20 13:28:36 INFO storage.MemoryStore: ensureFreeSpace(5) called with > curMem=31542134, maxMem=1111794647 > 15/02/20 13:28:36 INFO storage.MemoryStore: Block rdd_3660_3 stored as > bytes in memory (estimated size 5.0 B, free 1030.2 MB) > 15/02/20 13:28:40 INFO storage.BlockManagerMaster: Updated info of block > rdd_3660_3 > 15/02/20 13:28:40 INFO executor.Executor: Finished task 3.0 in stage 245.0 > (TID 3455). 2516 bytes result sent to driver > 15/02/20 13:29:07 WARN util.AkkaUtils: Error sending message in 1 attempts > java.util.concurrent.TimeoutException: Futures timed out after [30 seconds] > at > scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:219) > at > scala.concurrent.impl.Promise$DefaultPromise.result(Promise.scala:223) > at scala.concurrent.Await$$anonfun$result$1.apply(package.scala:107) > at > scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53) > at scala.concurrent.Await$.result(package.scala:107) > at org.apache.spark.util.AkkaUtils$.askWithReply(AkkaUtils.scala:187) > at org.apache.spark.executor.Executor$$anon$1.run(Executor.scala:398) > 15/02/20 13:29:08 ERROR executor.CoarseGrainedExecutorBackend: Driver > Disassociated [akka.tcp://sparkexecu...@node08.demo.hadoop:48042] -> > [akka.tcp://sparkdri...@node07.demo.hadoop:56535] disassociated! Shutting > down. > > LogType: stdout > LogLength: 0 > Log Contents: > > > > Container: container_1422006251277_0837_01_000004 on > node08.demo.hadoop_8041 > > ============================================================================== > LogType: stderr > LogLength: 2952 > Log Contents: > SLF4J: Class path contains multiple SLF4J bindings. > SLF4J: Found binding in > [jar:file:/mnt/disk1/cm/parcels/CDH-5.3.0-1.cdh5.3.0.p0.30/jars/slf4j-log4j12-1.7.5.jar!/org/slf4j/impl/StaticLoggerBinder.class] > SLF4J: Found binding in > [jar:file:/mnt/disk3/yarn/nm/usercache/bjorn/filecache/354/bigcontent-1.0-SNAPSHOT.jar!/org/slf4j/impl/StaticLoggerBinder.class] > SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an > explanation. > SLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory] > 15/02/20 13:29:26 INFO executor.CoarseGrainedExecutorBackend: Registered > signal handlers for [TERM, HUP, INT] > 15/02/20 13:29:27 INFO spark.SecurityManager: Changing view acls to: > yarn,bjorn > 15/02/20 13:29:27 INFO spark.SecurityManager: Changing modify acls to: > yarn,bjorn > 15/02/20 13:29:27 INFO spark.SecurityManager: SecurityManager: > authentication disabled; ui acls disabled; users with view permissions: > Set(yarn, bjorn); users with modify permissions: Set(yarn, bjorn) > 15/02/20 13:29:28 INFO slf4j.Slf4jLogger: Slf4jLogger started > 15/02/20 13:29:28 INFO Remoting: Starting remoting > 15/02/20 13:29:29 INFO Remoting: Remoting started; listening on addresses > :[akka.tcp://driverpropsfetc...@node08.demo.hadoop:60995] > 15/02/20 13:29:29 INFO Remoting: Remoting now listens on addresses: > [akka.tcp://driverpropsfetc...@node08.demo.hadoop:60995] > 15/02/20 13:29:29 INFO util.Utils: Successfully started service > 'driverPropsFetcher' on port 60995. > 15/02/20 13:29:59 WARN security.UserGroupInformation: > PriviledgedActionException as:bjorn (auth:SIMPLE) > cause:akka.pattern.AskTimeoutException: Timed out > Exception in thread "main" java.lang.reflect.UndeclaredThrowableException > at > org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1655) > at > org.apache.spark.deploy.SparkHadoopUtil.runAsSparkUser(SparkHadoopUtil.scala:59) > at > org.apache.spark.executor.CoarseGrainedExecutorBackend$.run(CoarseGrainedExecutorBackend.scala:115) > at > org.apache.spark.executor.CoarseGrainedExecutorBackend$.main(CoarseGrainedExecutorBackend.scala:161) > at > org.apache.spark.executor.CoarseGrainedExecutorBackend.main(CoarseGrainedExecutorBackend.scala) > Caused by: akka.pattern.AskTimeoutException: Timed out > at > akka.pattern.PromiseActorRef$$anonfun$1.apply$mcV$sp(AskSupport.scala:334) > at akka.actor.Scheduler$$anon$11.run(Scheduler.scala:118) > at > scala.concurrent.Future$InternalCallbackExecutor$.scala$concurrent$Future$InternalCallbackExecutor$$unbatchedExecute(Future.scala:694) > at > scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:691) > at > akka.actor.LightArrayRevolverScheduler$TaskHolder.executeTask(Scheduler.scala:455) > at > akka.actor.LightArrayRevolverScheduler$$anon$12.executeBucket$1(Scheduler.scala:407) > at > akka.actor.LightArrayRevolverScheduler$$anon$12.nextTick(Scheduler.scala:411) > at > akka.actor.LightArrayRevolverScheduler$$anon$12.run(Scheduler.scala:363) > at java.lang.Thread.run(Thread.java:745) > > > > Kind regards, > > Emre Sevinç > http://www.bigindustries.be/ > >