[openstack-dev] [sahara] About Sahara Oozie plan and Spark CDH Issues
Trevor McKay
tmckay at redhat.com
Wed Jan 28 16:57:02 UTC 2015
Daniele,
Excellent! I'll have to keep a closer eye on bigfoot activity :) I'll
pursue this.
Best,
Trevor
On Wed, 2015-01-28 at 17:40 +0100, Daniele Venzano wrote:
> Hello everyone,
>
> there is already some code in our repository:
> https://github.com/bigfootproject/savanna-image-elements
>
> I did the necessary changes to have the Spark element use the cdh5
> element. I updated also to Spark 1.2. The old cloudera HDFS-only
> element is still needed for generating cdh4 images (but probably cdh4
> support can be thrown away).
>
> Unfortunately I do not have the time to do the necessary
> testing/validation and submit for review. I also changed the CDH
> element so that it can install only HDFS, if so required.
> The changes I made are simple and all contained in the last commit on
> the master branch of that repo.
>
> The image generated with this code runs in Sahara without any further
> changes. Feel free to take the code, clean it up and submit for review.
>
> Dan
>
> On Wed, Jan 28, 2015 at 10:43:30AM -0500, Trevor McKay wrote:
> > Intel folks,
> >
> > Belated welcome to Sahara! Thank you for your recent commits.
> >
> > Moving this thread to openstack-dev so others may contribute, cc'ing
> > Daniele and Pietro who pioneered the Spark plugin.
> >
> > I'll respond with another email about Oozie work, but I want to
> > address the Spark/Swift issue in CDH since I have been working
> > on it and there is a task which still needs to be done -- that
> > is to upgrade the CDH version in the spark image and see if
> > the situation improves (see below)
> >
> > Relevant reviews are here:
> >
> > https://review.openstack.org/146659
> > https://review.openstack.org/147955
> > https://review.openstack.org/147985
> > https://review.openstack.org/146659
> >
> > In the first review, you can see that we set an extra driver
> > classpath to pull in '/usr/lib/hadoop/lib/jackson-core-asl-1.8.8.jar.
> >
> > This is because the spark-assembly JAR in CDH4 contains classes from
> > jackson-mapper-asl-1.8.8 and jackson-core-asl-1.9.x. When the
> > hadoop-swift.jar dereferences a Swift path, it calls into code
> > from jackson-mapper-asl-1.8.8 which uses JsonClass. But JsonClass
> > was removed in jackson-core-asl-1.9.x, so there is an exception.
> >
> > Therefore, we need to use the classpath to either upgrade the version of
> > jackson-mapper-asl to 1.9.x or downgrade the version of jackson-core-asl
> > to 1.8.8 (both work in my testing). However, the first of these options
> > requires us to bundle an extra jar. Since /usr/lib/hadoop already
> > contains jackson-core-asl-1.8.8, it is easier to just add that to the
> > classpath and downgrade the jackson version.
> >
> > Note, there are some references to this problem on the spark mailing list,
> > we are not the only ones to encounter it.
> >
> > However, I am not completely comfortable with mixing versions and
> > patching the classpath this way. It looks to me like the Spark assembly
> > used in CDH5 has consistent versions, and I would like to try updating
> > the CDH version in sahara-image-elments to CDH5 for Spark. If this fixes
> > the problem and removes the need for the extra classpath, that would be
> > great.
> >
> > Would someone like to take on this change? (modifying sahara-image-elements
> > to use CDH5 for Spark images) I can make a blueprint for
> > it.
> >
> > More to come about Oozie topics.
> >
> > Best regards,
> >
> > Trevor
> >
> > On Thu, 2015-01-15 at 15:34 +0000, Chen, Weiting wrote:
> > > Hi Mckay.
> > >
> > >
> > >
> > > We are Intel team and contributing OpenStack Sahara project.
> > >
> > > We are new in Sahara and would like to do more contributions in this
> > > project.
> > >
> > > So far, we are focusing on Sahara CDH Plugin.
> > >
> > > So if there is any issues related on this, please feel free to discuss
> > > with us.
> > >
> > >
> > >
> > > During IRC meeting, there are two issues you mentioned and we would
> > > like to discuss with you.
> > >
> > > 1. Oozie Workflow Support:
> > >
> > > Do you have any plan could share with us about your idea?
> > >
> > > Because in our case, we are testing to run a java action job with
> > > HBase library support and also facing some problems about Oozie
> > > support.
> > >
> > > So it should be good to share the experience with each other.
> > >
> > >
> > >
> > > 2. Spark CDH Issues:
> > >
> > > Could you provide more information about this issue? In CDH Plugin, we
> > > have used CDH 5 to finish swift test. So it should be fine to upgrade
> > > CDH 4 to 5.
> > >
> > >
> > >
> > >
> >
> >
> >
>
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