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Integrate Flink with S3 on EMR cluster

Posted by Timur Fayruzov on
URL: http://deprecated-apache-flink-user-mailing-list-archive.369.s1.nabble.com/Integrate-Flink-with-S3-on-EMR-cluster-tp5894.html

Hello,

I'm trying to run a Flink WordCount job on an AWS EMR cluster. I succeeded with a three-step procedure: load data from S3 to cluster's HDFS, run Flink Job, unload outputs from HDFS to S3.

However, ideally I'd like to read/write data directly from/to S3. I followed the instructions here: https://ci.apache.org/projects/flink/flink-docs-release-1.0/apis/batch/connectors.html, more specifically I:
  1. Modified flink-conf to point to /etc/hadoop/conf
  2. Modified core-site.xml per link above (not clear why why it is not using IAM, I had to provide AWS keys explicitly).

Run the following command:
HADOOP_CONF_DIR=/etc/hadoop/conf flink-1.0.0/bin/flink run -m yarn-cluster -yn 1 -yjm 768 -ytm 768 flink-1.0.0/examples/batch/WordCount.jar --input s3://<my key> --output hdfs:///flink-output  

First, I see messages like that:
2016-04-04 21:37:10,418 INFO  org.apache.hadoop.fs.s3native.NativeS3FileSystem              - Opening key '<my key>' for reading at position '333000'
 
Then, it fails with the following error:

------------------------------------------------------------

 The program finished with the following exception:


org.apache.flink.client.program.ProgramInvocationException: The program execution failed: Failed to submit job fc13373d993539e647f164e12d82bf90 (WordCount Example)

at org.apache.flink.client.program.Client.runBlocking(Client.java:381)

at org.apache.flink.client.program.Client.runBlocking(Client.java:355)

at org.apache.flink.client.program.Client.runBlocking(Client.java:315)

at org.apache.flink.client.program.ContextEnvironment.execute(ContextEnvironment.java:60)

at org.apache.flink.examples.java.wordcount.WordCount.main(WordCount.java:90)

at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)

at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)

at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)

at java.lang.reflect.Method.invoke(Method.java:606)

at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:505)

at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:403)

at org.apache.flink.client.program.Client.runBlocking(Client.java:248)

at org.apache.flink.client.CliFrontend.executeProgramBlocking(CliFrontend.java:866)

at org.apache.flink.client.CliFrontend.run(CliFrontend.java:333)

at org.apache.flink.client.CliFrontend.parseParameters(CliFrontend.java:1189)

at org.apache.flink.client.CliFrontend.main(CliFrontend.java:1239)

Caused by: org.apache.flink.runtime.client.JobExecutionException: Failed to submit job fc13373d993539e647f164e12d82bf90 (WordCount Example)

at org.apache.flink.runtime.jobmanager.JobManager.org$apache$flink$runtime$jobmanager$JobManager$$submitJob(JobManager.scala:1100)

at org.apache.flink.runtime.jobmanager.JobManager$$anonfun$handleMessage$1.applyOrElse(JobManager.scala:380)

at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:36)

at org.apache.flink.yarn.YarnJobManager$$anonfun$handleYarnMessage$1.applyOrElse(YarnJobManager.scala:153)

at scala.PartialFunction$OrElse.apply(PartialFunction.scala:167)

at org.apache.flink.runtime.LeaderSessionMessageFilter$$anonfun$receive$1.applyOrElse(LeaderSessionMessageFilter.scala:36)

at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:36)

at org.apache.flink.runtime.LogMessages$$anon$1.apply(LogMessages.scala:33)

at org.apache.flink.runtime.LogMessages$$anon$1.apply(LogMessages.scala:28)

at scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123)

at org.apache.flink.runtime.LogMessages$$anon$1.applyOrElse(LogMessages.scala:28)

at akka.actor.Actor$class.aroundReceive(Actor.scala:465)

at org.apache.flink.runtime.jobmanager.JobManager.aroundReceive(JobManager.scala:106)

at akka.actor.ActorCell.receiveMessage(ActorCell.scala:516)

at akka.actor.ActorCell.invoke(ActorCell.scala:487)

at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:254)

at akka.dispatch.Mailbox.run(Mailbox.scala:221)

at akka.dispatch.Mailbox.exec(Mailbox.scala:231)

at scala.concurrent.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)

at scala.concurrent.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)

at scala.concurrent.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)

at scala.concurrent.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)

Caused by: org.apache.flink.runtime.JobException: Creating the input splits caused an error: org.apache.hadoop.conf.Configuration.addResource(Lorg/apache/hadoop/conf/Configuration;)V

at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.<init>(ExecutionJobVertex.java:172)

at org.apache.flink.runtime.executiongraph.ExecutionGraph.attachJobGraph(ExecutionGraph.java:696)

at org.apache.flink.runtime.jobmanager.JobManager.org$apache$flink$runtime$jobmanager$JobManager$$submitJob(JobManager.scala:1023)

... 21 more

Caused by: java.lang.NoSuchMethodError: org.apache.hadoop.conf.Configuration.addResource(Lorg/apache/hadoop/conf/Configuration;)V

at com.amazon.ws.emr.hadoop.fs.EmrFileSystem.initialize(EmrFileSystem.java:96)

at org.apache.flink.runtime.fs.hdfs.HadoopFileSystem.initialize(HadoopFileSystem.java:321)

at org.apache.flink.core.fs.FileSystem.get(FileSystem.java:291)

at org.apache.flink.core.fs.Path.getFileSystem(Path.java:311)

at org.apache.flink.api.common.io.FileInputFormat.createInputSplits(FileInputFormat.java:450)

at org.apache.flink.api.common.io.FileInputFormat.createInputSplits(FileInputFormat.java:57)

at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.<init>(ExecutionJobVertex.java:156)

... 23 more 


Somehow, it's still tries to use EMRFS (which may be a valid thing?), but it is failing to initialize. I don't know enough about EMRFS/S3 interop so don't know how diagnose it further.

I run Flink 1.0.0 compiled for Scala 2.11.

Any advice on how to make it work is highly appreciated.


Thanks,

Timur

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