Return-Path: X-Original-To: apmail-giraph-user-archive@www.apache.org Delivered-To: apmail-giraph-user-archive@www.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id C773610612 for ; Thu, 26 Sep 2013 22:16:29 +0000 (UTC) Received: (qmail 98550 invoked by uid 500); 26 Sep 2013 22:16:29 -0000 Delivered-To: apmail-giraph-user-archive@giraph.apache.org Received: (qmail 98517 invoked by uid 500); 26 Sep 2013 22:16:28 -0000 Mailing-List: contact user-help@giraph.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: user@giraph.apache.org Delivered-To: mailing list user@giraph.apache.org Received: (qmail 98509 invoked by uid 99); 26 Sep 2013 22:16:28 -0000 Received: from athena.apache.org (HELO athena.apache.org) (140.211.11.136) by apache.org (qpsmtpd/0.29) with ESMTP; Thu, 26 Sep 2013 22:16:28 +0000 X-ASF-Spam-Status: No, hits=1.5 required=5.0 tests=HTML_MESSAGE,RCVD_IN_DNSWL_LOW,SPF_PASS X-Spam-Check-By: apache.org Received-SPF: pass (athena.apache.org: domain of buyingyi@gmail.com designates 209.85.219.50 as permitted sender) Received: from [209.85.219.50] (HELO mail-oa0-f50.google.com) (209.85.219.50) by apache.org (qpsmtpd/0.29) with ESMTP; Thu, 26 Sep 2013 22:16:23 +0000 Received: by mail-oa0-f50.google.com with SMTP id j1so1446208oag.23 for ; Thu, 26 Sep 2013 15:16:02 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20120113; h=mime-version:in-reply-to:references:date:message-id:subject:from:to :content-type; bh=1CQuEo0Ceb1pFoLxO/vnoU/A2JSXYprHqKrQLSqijYI=; b=hDt9Vnk1IQRf1lRdXmFDPVYsuh4henuS0L4BpsxnyyT3WPCVeRSTAk/YQSssyWHlrj f4nqLuS+nlr3R2Da2wx+jnco7VvZbapE7BpTxaS266UB+rwjhrwetDFHB/GbL5wL2Ah2 3r5U97q5r8QojPZ4CbswzQr0bG5/0z8A2OERxTXkr1BJ307deDq08tU+rU7Zm9DbYZjN bZ2nP7BcZ0UM+BDT0RIIurcfBJme4cT1RBAKcqPbxYTYvHxYeFQCh5XVvMQnIJEZVDAk Lu1ADgliXpst+0Djjwgodc4fMAq2SuG3vgwoK/njpr3bH6fFB7sZnhXVqR0ktDO+DNAI 3fXw== MIME-Version: 1.0 X-Received: by 10.60.131.41 with SMTP id oj9mr2789807oeb.40.1380233762758; Thu, 26 Sep 2013 15:16:02 -0700 (PDT) Received: by 10.182.44.161 with HTTP; Thu, 26 Sep 2013 15:16:02 -0700 (PDT) In-Reply-To: <52449451.7040002@apache.org> References: <5243ECA8.5060808@firma.seznam.cz> <5244855D.7050401@apache.org> <52449451.7040002@apache.org> Date: Thu, 26 Sep 2013 15:16:02 -0700 Message-ID: Subject: Re: Exception "Already has missing vertex on this worker" From: Yingyi Bu To: user@giraph.apache.org Content-Type: multipart/mixed; boundary=089e013c701a2317f804e750b716 X-Virus-Checked: Checked by ClamAV on apache.org --089e013c701a2317f804e750b716 Content-Type: multipart/alternative; boundary=089e013c701a2317f404e750b714 --089e013c701a2317f404e750b714 Content-Type: text/plain; charset=ISO-8859-1 I have 61 slave machines. Each slave machine has 16GB memory and 4 cores. I tried two configurations: 1. Let mapred.map.child.java.opts to be -Xmx4g, and run the job with 4 workers per machine on average (-w 240, try to use all the cores). 2. Let mapred.map.child.java.opts to be -Xmx16g, and run the job with 1 worker per machine on average (-w 60). I used the combiner. Here are the behaviors of the two configurations: 1. Configuration 1 fails with OutOfMemoryError--GC limit exceeds during superstep -1. 2. Configuration 2 can finish superstep -1 but hang at superstep 0 for a long time (more than 40 minutes). The status of each map task is "startSuperstep: WORKER_ONLY - Attempt=0, Superstep=0". I checked several slave machines -- the CPU is not used. Attached is the dumped stacktrace. Does any one have experience with similar situations? Another question is: how can I effectively use all the cores in slave machines? Does each worker do multi-threading? Thanks a lot! Yingyi On Thu, Sep 26, 2013 at 1:08 PM, Avery Ching wrote: > Hopefully you are using combiners and also re-using objects. This can > keep memory usage much lower. Also implementing your own OutEdges can make > it much more efficient. > > How much memory do you have? > > Avery > > > On 9/26/13 12:51 PM, Yingyi Bu wrote: > > >> I think you may have added the same vertex 2x? > I ran the job over roughly half of the graph and saw this. However the > input is not a connected components such that there might be target vertex > ids which do not exist. > When I ran the job over the entire graph, I cannot see this but the job > fails with exceeding GC limit (trying out-of-core now). > > Yingyi > > > > On Thu, Sep 26, 2013 at 12:05 PM, Avery Ching wrote: > >> I think you may have added the same vertex 2x? That being said, I >> don't see why the code is this way. It should be fine. We should file a >> JIRA. >> >> >> On 9/26/13 11:02 AM, Yingyi Bu wrote: >> >> Thanks, Lukas! >> I think the reason of this exception is that I run the job over part of >> the graph where some target ids do not exist. >> >> Yingyi >> >> >> On Thu, Sep 26, 2013 at 1:13 AM, Lukas Nalezenec < >> lukas.nalezenec@firma.seznam.cz> wrote: >> >>> Hi, >>> Do you use partition balancing ? >>> Lukas >>> >>> >>> >>> On 09/26/13 05:16, Yingyi Bu wrote: >>> >>> Hi, >>> >>> I got this exception when I ran a Giraph-1.0.0 PageRank job over a 60 machine cluster with 28GB input data. But I got this exception: >>> >>> java.lang.IllegalStateException: run: Caught an unrecoverable exception resolveMutations: Already has missing vertex on this worker for 20464109 >>> at org.apache.giraph.graph.GraphMapper.run(GraphMapper.java:102) >>> at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:763) >>> at org.apache.hadoop.mapred.MapTask.run(MapTask.java:369) >>> at org.apache.hadoop.mapred.Child$4.run(Child.java:259) >>> at java.security.AccessController.doPrivileged(Native Method) >>> at javax.security.auth.Subject.doAs(Subject.java:415) >>> at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1059) >>> at org.apache.hadoop.mapred.Child.main(Child.java:253) >>> Caused by: java.lang.IllegalStateException: resolveMutations: Already has missing vertex on this worker for 20464109 >>> at org.apache.giraph.comm.netty.NettyWorkerServer.resolveMutations(NettyWorkerServer.java:184) >>> at org.apache.giraph.comm.netty.NettyWorkerServer.prepareSuperstep(NettyWorkerServer.java:152) >>> at org.apache.giraph.worker.BspServiceWorker.startSuperstep(BspServiceWorker.java:677) >>> at org.apache.giraph.graph.GraphTaskManager.execute(GraphTaskManager.java:249) >>> at org.apache.giraph.graph.GraphMapper.run(GraphMapper.java:92) >>> ... 7 more >>> >>> >>> >>> Does anyone know what is the possible cause of this exception? >>> >>> Thanks! >>> >>> >>> Yingyi >>> >>> >>> >> >> > > --089e013c701a2317f404e750b714 Content-Type: text/html; charset=ISO-8859-1 Content-Transfer-Encoding: quoted-printable
I have 61 slave machines. Ea= ch slave machine has 16GB memory and 4 cores.

I tried two conf= igurations:
1.=A0=A0 Let mapred.map.child.java.opts to be -Xmx4g, = and run the job with 4 workers per machine on average (-w 240, try to use a= ll the cores).
2.=A0=A0 Let mapred.map.child.java.opts to be -Xmx16g, and run the jo= b with 1 worker per machine on average (-w 60).

I used th= e combiner.
Here are the behaviors of the two configurations:=
1. Configuration 1 fails with OutOfMemoryError--GC limit exceeds duri= ng superstep -1.
2. Configuration 2 can finish superstep -1 but hang at superstep 0 fo= r a long time (more than 40 minutes).=A0 The status of each map task is &qu= ot;startSuperstep: WORKER_ONLY - Attempt=3D0, Superstep=3D0".=A0 I che= cked several slave machines -- the CPU is not used.=A0 Attached is the dump= ed stacktrace.=A0 Does any one have experience with similar situations?

Another question is: how can I effectively use all the cores= in slave machines?=A0=A0 Does each worker do multi-threading?
Thanks a lot!

Yingyi



<= div class=3D"gmail_quote">On Thu, Sep 26, 2013 at 1:08 PM, Avery Ching <ac= hing@apache.org> wrote:
=20 =20 =20
Hopefully you are using combiners and also re-using objects.=A0 This can keep memory usage much lower.=A0 Also implementing your own OutEdges can make it much more efficient.

How much memory do you have?

Avery


On 9/26/13 12:51 PM, Yingyi Bu wrote:
>> I think you may have added the same vertex 2x?=A0
I ran the job over roughly half of the graph and saw this. =A0However the input is not a connected components such that there might be target vertex ids which do not exist.
When I ran the job over the entire graph, =A0I cannot see this but the job fails with exceeding GC limit (trying out-of-core now).

Yingyi



On Thu, Sep 26, 2013 at 12:05 PM, Avery Ching <aching@apache.org> wrote:
I think you may have added the same vertex 2x?=A0 That being said, I don't see why the code is this way.=A0 It should be fine.=A0 We should file a JIRA.


On 9/26/13 11:02 AM, Yingyi Bu wrote:
Thanks, Lukas!
I think the reason of this exception is that I run the job over part of the graph where some target ids do not exist.

Yingyi


On Thu, Sep 26, 2013 at 1:13 AM, Lukas Nalezenec <lukas.nale= zenec@firma.seznam.cz> wrote:
Hi,
Do you use partition balancing ?
Lukas



On 09/26/13 05:16, Yingyi Bu wrote:
Hi,

I got this exception when I ran a =
Giraph-1.0.0 PageRank job over a 60 machine cluster with 28GB input data.  =
But I got this exception:

java.lang.IllegalStateException: run: Caught an unrecoverable exception res=
olveMutations: Already has missing vertex on this worker for 20464109
	at org.apache.giraph.graph.GraphMapper.run(GraphMapper.java:102)
	at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:763)
	at org.apache.hadoop.mapred.MapTask.run(MapTask.java:369)
	at org.apache.hadoop.mapred.Child$4.run(Child.java:259)
	at java.security.AccessController.doPrivileged(Native Method)
	at javax.security.auth.Subject.doAs(Subject.java:415)
	at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformati=
on.java:1059)
	at org.apache.hadoop.mapred.Child.main(Child.java:253)
Caused by: java.lang.IllegalStateException: resolveMutations: Already has m=
issing vertex on this worker for 20464109
	at org.apache.giraph.comm.netty.NettyWorkerServer.resolveMutations(NettyWo=
rkerServer.java:184)
	at org.apache.giraph.comm.netty.NettyWorkerServer.prepareSuperstep(NettyWo=
rkerServer.java:152)
	at org.apache.giraph.worker.BspServiceWorker.startSuperstep(BspServiceWork=
er.java:677)
	at org.apache.giraph.graph.GraphTaskManager.execute(GraphTaskManager.java:=
249)
	at org.apache.giraph.graph.GraphMapper.run(GraphMapper.java:92)
	... 7 more



Does anyone know what is the possi=
ble cause of this exception?

Thanks!


Yingyi






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