Re: Hadoop / Ceph and Data locality ?

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FYI, here is the patch as it currently stands:

https://github.com/ceph/hadoop-common/compare/cephfs;branch-1.0...cephfs;branch-1.0-topo

I have not tested it recently, but it looks like it should be close to
correct. Feel free to test it out--I won't be able to get to until
tomorrow or Wednesday.

Are you running Cuttlefish? I believe it has all the dependencies.

On Mon, Jul 8, 2013 at 7:00 PM, Noah Watkins <noah.watkins@xxxxxxxxxxx> wrote:
> KC,
>
> Thanks a lot for checking that out. I just went to investigate, and
> the work we have done on the locality/topology-aware features are
> sitting in a branch, and have not been merged into the tree that is
> used to produce the JAR file you are using. I will get that cleaned up
> and merged soon, and I think that should solve your problems :)
>
> -Noah
>
> On Mon, Jul 8, 2013 at 6:22 PM, ker can <kercan74@xxxxxxxxx> wrote:
>> hi Noah, okay I think the current version may have a problem haven't figured
>> out where yet. Looking at the log messages and how the data blocks are
>> distributed among the OSDs.
>>
>> So, the job tracker log had for example this output for the map task for the
>> first split/block 0 – which it’s executing on host vega7250.
>>
>> ....
>>
>> ....
>>
>> 2013-07-08 11:19:54,836 INFO org.apache.hadoop.mapred.JobTracker: Adding
>> task (MAP) 'attempt_201307081115_0001_m_000000_0' to tip
>> task_201307081115_0001_m_000000, for tracker
>> 'tracker_vega7250:localhost/127.0.0.1:35422'
>>
>> ...
>>
>> ...
>>
>>
>> If I look at how the blocks are divided up among the OSDs, block 0 for
>> example is managed by OSD#2 – which is running on host vega7249. However our
>> map task for block 0 is running on another host.  Definitely not co-located.
>>
>>
>>
>>    FILE OFFSET                    OBJECT                    OFFSET   LENGTH
>> OSD
>>
>>                         0      10000000dbe.00000000             0
>> 67108864         2
>>
>>        67108864      10000000dbe.00000001              0      67108864
>> 13
>>
>>       134217728     10000000dbe.00000002             0      67108864
>> 5
>>
>>       201326592     10000000dbe.00000003             0      67108864
>> 4
>>
>> ….
>>
>> ….
>>
>>
>>
>> Ceph osd tree:
>>
>>  # id    weight  type name       up/down reweight
>>
>> -1      14      root default
>>
>> -3      14              rack unknownrack
>>
>> -2      7                       host vega7249
>>
>> 0       1                               osd.0   up      1
>>
>> 1       1                               osd.1   up      1
>>
>> 2       1                               osd.2   up      1
>>
>> 3       1                               osd.3   up      1
>>
>> 4       1                               osd.4   up      1
>>
>> 5       1                               osd.5   up      1
>>
>> 6       1                               osd.6   up      1
>>
>> -4      7                       host vega7250
>>
>> 10      1                               osd.10  up      1
>>
>> 11      1                               osd.11  up      1
>>
>> 12      1                               osd.12  up      1
>>
>> 13      1                               osd.13  up      1
>>
>> 7       1                               osd.7   up      1
>>
>> 8       1                               osd.8   up      1
>>
>> 9       1                               osd.9   up      1
>>
>>
>> Thanks
>> KC
>>
>>
>> On Mon, Jul 8, 2013 at 3:36 PM, Noah Watkins <noah.watkins@xxxxxxxxxxx>
>> wrote:
>>>
>>> Yes, all of the code needed to get the locality information should be
>>> present the version of the jar file you referenced. We have tested a
>>> to make sure the right data is available, but have not extensively
>>> tested that it is being used correctly by core Hadoop (e.g. that is
>>> being correctly propagated out of CephFileSystem). IIRC fixing this
>>> /should/ be pretty easy; fiddling with getFileBlockLocation.
>>>
>>> On Mon, Jul 8, 2013 at 1:25 PM, ker can <kercan74@xxxxxxxxx> wrote:
>>> > Hi Noah,
>>> >
>>> > I'm using the CephFS jar from ...
>>> > http://ceph.com/download/hadoop-cephfs.jar
>>> > I beleive this is built from hadoop-common/cephfs/branch-1.0 ?
>>> >
>>> > If thats the case, I should already be using an implementation thats got
>>> > getFileBlockLocations() ... which is here
>>> >
>>> > https://github.com/ceph/hadoop-common/blob/cephfs/branch-1.0/src/core/org/apache/hadoop/fs/ceph/CephFileSystem.java
>>> >
>>> > Is there a command line tool that I can use to verify the results from
>>> > getFileBlockLocations() ?
>>> >
>>> > thanks
>>> > KC
>>> >
>>> >
>>> >
>>> > On Mon, Jul 8, 2013 at 3:09 PM, Noah Watkins <noah.watkins@xxxxxxxxxxx>
>>> > wrote:
>>> >>
>>> >> Hi KC,
>>> >>
>>> >> The locality information is now collected and available to Hadoop
>>> >> through the CephFS API, so fixing this is certainly possible. However,
>>> >> there has not been extensive testing. I think the tasks that need to
>>> >> be completed are (1) make sure that `CephFileSystem` is encoding the
>>> >> correct block location in `getFileBlockLocations` (which I think it is
>>> >> currently completed, but does need to be verified), and (2) make sure
>>> >> rack information is available in the jobtracker, or optionally use a
>>> >> flat hierarchy (i.e. default-rack).
>>> >>
>>> >> On Mon, Jul 8, 2013 at 12:47 PM, ker can <kercan74@xxxxxxxxx> wrote:
>>> >> > Hi There,
>>> >> >
>>> >> > I'm test driving Hadoop with CephFS as the storage layer. I was
>>> >> > running
>>> >> > the
>>> >> > Terasort benchmark and  I noticed a lot of network IO activity when
>>> >> > compared
>>> >> > to a HDFS storage layer setup. (Its a half-a-terabyte sort workload
>>> >> > over
>>> >> > two
>>> >> > data nodes.)
>>> >> >
>>> >> > Digging into the job tracker logs a little, I noticed that all the
>>> >> > map
>>> >> > tasks
>>> >> > were being assigned to process a split (block)  on non-local nodes
>>> >> > (which
>>> >> > explains all the network activity during the map phase)
>>> >> >
>>> >> > With Ceph:
>>> >> >
>>> >> >
>>> >> > 2013-07-08 11:19:53,535 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Input
>>> >> > size for job job_201307081115_0001 = 500000000000. Number of splits =
>>> >> > 7452
>>> >> > 2013-07-08 11:19:53,538 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Job
>>> >> > job_201307081115_0001 initialized successfully with 7452 map tasks
>>> >> > and
>>> >> > 32
>>> >> > reduce tasks.
>>> >> >
>>> >> > 2013-07-08 11:19:54,836 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Choosing a non-local task task_201307081115_0001_m_000000
>>> >> > 2013-07-08 11:19:54,836 INFO org.apache.hadoop.mapred.JobTracker:
>>> >> > Adding
>>> >> > task (MAP) 'attempt_201307081115_0001_m_000000_0' to tip
>>> >> > task_201307081115_0001_m_000000, for tracker
>>> >> > 'tracker_vega7250:localhost/127.0.0.1:35422'
>>> >> >
>>> >> > 2013-07-08 11:19:54,990 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Choosing a non-local task task_201307081115_0001_m_000001
>>> >> > 2013-07-08 11:19:54,990 INFO org.apache.hadoop.mapred.JobTracker:
>>> >> > Adding
>>> >> > task (MAP) 'attempt_201307081115_0001_m_000001_0' to tip
>>> >> > task_201307081115_0001_m_000001, for tracker
>>> >> > 'tracker_vega7249:localhost/127.0.0.1:36725'
>>> >> >
>>> >> > ... and so on.
>>> >> >
>>> >> > In comparison with HDFS, the job tracker logs looked something like
>>> >> > this.
>>> >> > The maps tasks were being assigned to process data blocks on the
>>> >> > local
>>> >> > nodes.
>>> >> >
>>> >> > 2013-07-08 03:55:32,656 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Input
>>> >> > size for job job_201307080351_0001 = 500000000000. Number of splits =
>>> >> > 7452
>>> >> > 2013-07-08 03:55:32,657 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > tip:task_201307080351_0001_m_000000 has split on
>>> >> > node:/default-rack/vega7247
>>> >> > 2013-07-08 03:55:32,657 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > tip:task_201307080351_0001_m_000001 has split on
>>> >> > node:/default-rack/vega7247
>>> >> > 2013-07-08 03:55:34,474 INFO org.apache.hadoop.mapred.JobTracker:
>>> >> > Adding
>>> >> > task (MAP) 'attempt_201307080351_0001_m_000000_0' to tip
>>> >> > task_201307080351_0001_m_000000, for tracker
>>> >> > 'tracker_vega7247:localhost/127.0.0.1:43320'
>>> >> > 2013-07-08 03:55:34,475 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Choosing data-local task task_201307080351_0001_m_000000
>>> >> > 2013-07-08 03:55:34,475 INFO org.apache.hadoop.mapred.JobTracker:
>>> >> > Adding
>>> >> > task (MAP) 'attempt_201307080351_0001_m_000001_0' to tip
>>> >> > task_201307080351_0001_m_000001, for tracker
>>> >> > 'tracker_vega7247:localhost/127.0.0.1:43320'
>>> >> > 2013-07-08 03:55:34,475 INFO org.apache.hadoop.mapred.JobInProgress:
>>> >> > Choosing data-local task task_201307080351_0001_m_000001
>>> >> >
>>> >> > Version Info:
>>> >> > ceph version 0.61.4
>>> >> > hadoop 1.1.2
>>> >> >
>>> >> > Has anyone else run into this ?
>>> >> >
>>> >> > Thanks
>>> >> > KC
>>> >> >
>>> >> > _______________________________________________
>>> >> > ceph-users mailing list
>>> >> > ceph-users@xxxxxxxxxxxxxx
>>> >> > http://lists.ceph.com/listinfo.cgi/ceph-users-ceph.com
>>> >> >
>>> >
>>> >
>>
>>
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