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Sebastian Schelter commented on MAHOUT-1181:
Dan, the code looks very
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Sebastian Schelter commented on MAHOUT-1161:
I modified the code to al
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Sebastian Schelter updated MAHOUT-1161:
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Attachment: MAHOUT-1161.patch
Ajit,
this patch in trunk should fix the issue, can
Hm, we could also have a look at this, but I thought a simple text file
might be the most easy to use solution.
On 28.03.2013 02:26, Benson Margulies wrote:
> Why don't we just use the maven changes plugin?
>
>
> On Wed, Mar 27, 2013 at 2:11 AM, wrote:
>
>> Author: ssc
>> Date: Wed Mar 27 06:1
Totally agree on that. The impact of making Mahout more usable is much
higher than that of adding a new algorithm.
On 27.03.2013 05:41, Ted Dunning wrote:
> It is critically important.
>
> On Wed, Mar 27, 2013 at 2:14 AM, Marty Kube <
> martyk...@beavercreekconsulting.com> wrote:
>
>> IMHO usabi
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Sebastian Schelter resolved MAHOUT-1176.
Resolution: Fixed
Fix Version/s: 0.8
Assignee: Sebastian Schelter
Sebastian Schelter created MAHOUT-1176:
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Summary: Introduce an Changelog file to raise contributors
attribution
Key: MAHOUT-1176
URL: https://issues.apache.org/jira/browse/MAHOUT-1176
Project
In response to the current discussion about raising attribution for
contributors, I suggest we introduce a CHANGELOG file similar to the one
used in Giraph [1]. For every commit, we add a single line with the id
and name of the jira, the name of the committer and potentially the name
of the contrib
Hi Gokhan,
I like the idea, but I'm not sure whether its completely feasible for
all parts of Mahout. A lot of jobs need a little more than a matrix, for
example an additional dictionary for text-based stuff
In the collaborative filtering code, we already have a common input
format: All recommend
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Sebastian Schelter resolved MAHOUT-1173.
Resolution: Fixed
Reworked the sources and committed the changes, only 3
Hi Mike,
> Regarding attribution, I saw it mentioned elsewhere in this thread and I
> noticed it myself so I thought I'd throw in my 2 cents. While it seems like
> a small thing, I wonder whether instituting the Hadoopish "Contributed by
> so-and-so" in commit messages to assign credit for patches
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Sebastian Schelter commented on MAHOUT-1173:
Agreed. I would commit
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Sebastian Schelter updated MAHOUT-1173:
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Attachment: mahout-checkstyle.xml
I recreated the checkstyle file. I started with
Sebastian Schelter created MAHOUT-1173:
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Summary: Reactivate checkstyle
Key: MAHOUT-1173
URL: https://issues.apache.org/jira/browse/MAHOUT-1173
Project: Mahout
Issue Type: Improvement
I guess this refers to the cleanups I've done in the last days. In the
future, I will create a Jira for each and attach a patch.
On 25.03.2013 16:31, Ted Dunning wrote:
> I would like it if all changes to the code be accompanied by a JIRA that
> describes the problem being solved and that the comm
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Sebastian Schelter updated MAHOUT-1172:
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Issue Type: Improvement (was: Bug)
> Repl
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Sebastian Schelter updated MAHOUT-1172:
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Fix Version/s: 0.8
> Replace org.apache.mahout.cf.taste.common.TopK w
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Sebastian Schelter resolved MAHOUT-1172.
Resolution: Fixed
> Replace org.apache.mahout.cf.taste.common.TopK w
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Sebastian Schelter commented on MAHOUT-1025:
The issue here is that
h
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Sebastian Schelter updated MAHOUT-1172:
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Attachment: MAHOUT-1172.patch
> Replace org.apache.mahout.cf.taste.common.T
Sebastian Schelter created MAHOUT-1172:
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Summary: Replace org.apache.mahout.cf.taste.common.TopK with
Lucene's PriorityQueue
Key: MAHOUT-1172
URL: https://issues.apache.org/jira/browse/MAHOUT
Hi,
throwing in my 2 cents here:
I think that you mentioned a very good point with stating that it is not
clear whether Mahout is a library, a standalone program to interact with
via the command line. IMO, its first and foremost a library (similar to
Lucene), and this should also be reflected in
Hi Grant,
how would/could such a scale back look like?
Best,
Sebastian
On 24.03.2013 18:30, Grant Ingersoll wrote:
> Personally, I think the bigger issue is that most of the committers (me
> included) are not very active, so we either need to identify other committers
> sooner rather than lat
Why is checkstyle removed from our pom? Is there a particular reason for
that?
I would suggest to reintroduce it and make the build fail on violations
to increase code quality.
Best,
Sebastian
Guess I'm responsible for those warnings, let me have a look.
On 24.03.2013 12:07, Ted Dunning wrote:
> Build #1920 [1] showed a sharply increased number of PMD warnings recently.
>
>
> The report that shows the new warnings [2] indicates that the new warnings
> seem to be primarily unused impor
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Sebastian Schelter resolved MAHOUT-1169.
Resolution: Fixed
> Multithreaded recommendation computation fro
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Sebastian Schelter updated MAHOUT-1169:
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Fix Version/s: 0.8
> Multithreaded recommendation computation fro
Hi Benson,
I concur with what you say, CTR is just fine for these kind of changes.
On 21.03.2013 08:39, Benson Margulies wrote:
> So, I'm going to adopt the following increment on this little effort, and
> see if anyone objects.
>
> My view is that CTR is plenty good for plumbing like this; it i
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Sebastian Schelter updated MAHOUT-1169:
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Attachment: MAHOUT-1169.patch
> Multithreaded recommendation computation fro
Sebastian Schelter created MAHOUT-1169:
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Summary: Multithreaded recommendation computation from a
factorization
Key: MAHOUT-1169
URL: https://issues.apache.org/jira/browse/MAHOUT-1169
Project
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Sebastian Schelter updated MAHOUT-1167:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
> Paral
aka regularization rate?
> On Mar 19, 2013 8:10 AM, "Sebastian Schelter" wrote:
>
>> Played a little more with the code, it works astonishingly well. I was
>> totally off in my expectations.
>>
>> I was able to run an iteration of ALS (two map-onl
at 7:41 PM, Sebastian Schelter wrote:
>
>> Hadoop has to reschedule every iteration as separate job, reread the
>> input data from disk and write the iterations result to HDFS. In fact an
>> ALS iteration always includes twice of these things as it needs two M/R
>> jobs
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Sebastian Schelter commented on MAHOUT-1166:
It's not dense unfo
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Sebastian Schelter updated MAHOUT-1167:
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Status: Patch Available (was: Open)
> Parallel item similarity precomputat
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Sebastian Schelter updated MAHOUT-1167:
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Attachment: MAHOUT-1167.patch
Patch for the parallel precomputation. Also
Sebastian Schelter created MAHOUT-1167:
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Summary: Parallel item similarity precomputation on a single
machine
Key: MAHOUT-1167
URL: https://issues.apache.org/jira/browse/MAHOUT-1167
Project
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Sebastian Schelter resolved MAHOUT-1166.
Resolution: Fixed
> Multithreaded version of distributed
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Work on MAHOUT-1166 started by Sebastian Schelter.
> Multithreaded version of distributed ALS
>
>
>
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Sebastian Schelter updated MAHOUT-1166:
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Attachment: MAHOUT-1166.patch
> Multithreaded version of distributed
Sebastian Schelter created MAHOUT-1166:
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Summary: Multithreaded version of distributed ALS
Key: MAHOUT-1166
URL: https://issues.apache.org/jira/browse/MAHOUT-1166
Project: Mahout
Issue
matrix
of Netflix in ~40 seconds using 23 machines (Netflix consists of 23 64MB
blocks). Indeed it follows that ALS is fast enough on Hadoop.
On 14.03.2013 17:02, Sean Owen wrote:
> On Wed, Mar 13, 2013 at 7:41 PM, Sebastian Schelter wrote:
>
>> Hadoop has to reschedule every ite
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Sebastian Schelter updated MAHOUT-1165:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
Thank you for
Adding to the .props file should be enough, afaik. You should debug the
first lines of MahoutDriver.
Best,
Sebastian
On 14.03.2013 21:39, Ted Dunning wrote:
> I was unable to answer this off the cuff in direct email.
>
> Anybody else remember the answer?
>
> On Wed, Mar 13, 2013 at 12:44 PM, D
I have run the current ALS code on netflix some month ago, but not done
a thorough benchmark. I can do this next week, when I have access to a
cluster again and give some numbers, so we can compare them to GraphLab
(and to your implementation, if you want). I have done lots of
experiments using gra
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Sebastian Schelter updated MAHOUT-1074:
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Resolution: Fixed
Status: Resolved (was: Patch Available
s[n] * x.getQuick(n);
}
return sum;
}
}
On 12.03.2013 23:18, Jake Mannix wrote:
> Ok now that's even weirder than I thought! You're still calling vector
> methods, you're not doing direct array access or anything...
>
> On Tuesday, March 12, 2013, Sebastian Schelte
s that their programming and
execution model is a much better fit for the problem.
>
> I'm still skeptical that it's unsuitable for many things, even if you can
> surely imagine a better ideal framework for any given problem.
>
>
>
> On Mon, Mar 11, 2013 at
ually unsurprisingly fast.
>
>
> On Tue, Mar 12, 2013 at 9:56 PM, Jake Mannix wrote:
>
>> But then where does it slow down? It just wraps a double[]
>>
>> On Tuesday, March 12, 2013, Sebastian Schelter wrote:
>>
>>> I looked into DenseVector and it doesn
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Sebastian Schelter resolved MAHOUT-1064.
Resolution: Fixed
> Weird behavior of vector dum
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Sebastian Schelter resolved MAHOUT-1082.
Resolution: Fixed
> driver seqdirectory fails with param -filter
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Sebastian Schelter updated MAHOUT-1140:
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Resolution: Duplicate
Status: Resolved (was: Patch Available)
this has
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Sebastian Schelter resolved MAHOUT-1123.
Resolution: Won't Fix
Mahout's Lucene version has been updated to 4
I looked into DenseVector and it doesn't use any primitive collections,
so ignore my last mail :)
On 12.03.2013 22:16, Sebastian Schelter wrote:
> As a sidenote: I was kinda shocked recently, that switching from
> DenseVector's dot() method to a direct dot product computation gave
As a sidenote: I was kinda shocked recently, that switching from
DenseVector's dot() method to a direct dot product computation gave a 3x
increase in performance in
org.apache.mahout.cf.taste.hadoop.als.RecommenderJob.
It seems like we really have a performance problem for some usecases.
On 12.03
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Sebastian Schelter resolved MAHOUT-1141.
Resolution: Fixed
Problem was a failing cast, switched to parsing the args from
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Sebastian Schelter resolved MAHOUT-934.
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Resolution: Invalid
Please ask such questions on the mailing list
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Sebastian Schelter commented on MAHOUT-998:
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any details available on this
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Sebastian Schelter commented on MAHOUT-668:
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Moving this to the bac
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Sebastian Schelter updated MAHOUT-668:
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Fix Version/s: Backlog
> Adding knn support to Mahout classifi
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Sebastian Schelter updated MAHOUT-1075:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
Thank you for
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Sebastian Schelter resolved MAHOUT-1131.
Resolution: Fixed
Thank you for your contribution!
> Ca
Do you mean separate project as sub-project of Mahout or as an
incubating Apache project or external project?
On 12.03.2013 11:25, Sean Owen wrote:
> YARN + Spark sounds interesting indeed. Could I suggest this sounds like
> definitely a separate project vs yet another experiment in this code bas
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Ship it!
Ship It!
- Sebastian Schelter
On March 12, 2013, 4:40
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Sebastian Schelter resolved MAHOUT-1130.
Resolution: Fixed
Assignee: Sebastian Schelter
> Wrong logic
experiment that will will
> cut away if it leads to a mess.
>
> On Mon, Mar 11, 2013 at 2:39 PM, Sebastian Schelter wrote:
>
>> That's a tough question. I'd say we should only consider a) or c) as I
>> makes no sense to depend on some research prototype system that
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Sebastian Schelter updated MAHOUT-1104:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
Thank you very
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Sebastian Schelter resolved MAHOUT-1081.
Resolution: Invalid
There is no loss of precision. You are only talking about the
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Sebastian Schelter updated MAHOUT-1130:
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Attachment: MAHOUT-1130.patch
Patch that makes the RandomSeedGenerator use
feel a) is not really
> an option and in a way is equivalent to c) since it involves unspecified
> amount of waiting for unspecified things.
>
>
>
> On Mon, Mar 11, 2013 at 1:54 PM, Sebastian Schelter wrote:
>
>> I spent the last months working on the Stratosphere sy
43, Dmitriy Lyubimov wrote:
> On Mon, Mar 11, 2013 at 1:24 PM, Sebastian Schelter wrote:
>
>> Ideally, as implementor of a machine learning library wouldn't want to
>> think about how to most efficiently execute joins. It's data dependent
>> anyway in most cas
The GraphLab guys benchmark their ALS implementation against an old
version of ours and in detail describe why they can achieve a 40x to 60x
performance improvement. Most of the overhead is attributed to Hadoop
and its programming model.
Its on the left column of Page 724 in
http://vldb.org/pvldb/
> Anyway, what i am
> saying, isn't it more or less truthful to say that in pragmatic ways ALS
> stuff in Mahout is lagging for the very reason of Mahout being constrained
> to MR?
Definitely.
Ideally, as implementor of a machine learning library wouldn't want to
think about how to most efficiently execute joins. It's data dependent
anyway in most cases. You would want to have an optimizer similar to the
ones used in databases that takes your map reduce data flow and figures
out the best
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Sebastian Schelter commented on MAHOUT-1130:
This thing is really, re
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Sebastian Schelter updated MAHOUT-1041:
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Affects Version/s: (was: Backlog)
> Support for P
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Sebastian Schelter updated MAHOUT-1041:
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Fix Version/s: Backlog
> Support for P
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Sebastian Schelter updated MAHOUT-1041:
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Affects Version/s: (was: 1.0)
Backlog
> Support
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Sebastian Schelter resolved MAHOUT-1085.
Resolution: Duplicate
work on this has already been started in MAHOUT-1130
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Sebastian Schelter resolved MAHOUT-1150.
Resolution: Fixed
thank you for the contribution
> A
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Sebastian Schelter commented on MAHOUT-1158:
Hi Adam,
I suggest to op
Hi Shannon,
I think most jobs don't delete their temporary files. Having a
command-line flag should be fine.
On 11.03.2013 18:11, Shannon Quinn wrote:
> I have a load of fixes in the pipeline for the spectral clustering
> algorithms. The work on Eigencuts is extensive and still ongoing, so
> whi
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Sebastian Schelter closed MAHOUT-1144.
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Assignee: Sebastian Schelter (was: Sean Owen)
> Wrong normalization in
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Sebastian Schelter commented on MAHOUT-1144:
It's a typo, Zeno&
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Sebastian Schelter updated MAHOUT-1093:
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Resolution: Fixed
Assignee: Sebastian Schelter
Status: Resolved (was
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Sebastian Schelter resolved MAHOUT-1066.
Resolution: Invalid
This should be asked as a question on the mailinglist
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Sebastian Schelter updated MAHOUT-1069:
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Affects Version/s: (was: 0.8)
Backlog
> Multi-tar
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Sebastian Schelter resolved MAHOUT-1119.
Resolution: Fixed
Assignee: Sebastian Schelter
thank you for pointing us to
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Sebastian Schelter resolved MAHOUT-1095.
Resolution: Cannot Reproduce
> using mahout(0.7) mo
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Sebastian Schelter resolved MAHOUT-1000.
Resolution: Fixed
Closing this as it hasn't been picked up for several m
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Sebastian Schelter updated MAHOUT-1031:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
> Drop em
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https://issues.apache.org/jira/browse/MAHOUT-1098?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13598883#comment-13598883
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Sebastian Schelter commented on MAHOUT-1098:
Why is this issue still
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https://issues.apache.org/jira/browse/MAHOUT-1102?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-1102:
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Resolution: Won't Fix
Status: Resolved (was: Patch Available)
M
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https://issues.apache.org/jira/browse/MAHOUT-1018?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-1018:
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Resolution: Won't Fix
Status: Resolved (was: Patch Available)
M
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https://issues.apache.org/jira/browse/MAHOUT-?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-:
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Resolution: Fixed
Assignee: Sebastian Schelter
Status: Resolved (was
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https://issues.apache.org/jira/browse/MAHOUT-1061?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter resolved MAHOUT-1061.
Resolution: Fixed
Assignee: Sebastian Schelter
thank you very much for your
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https://issues.apache.org/jira/browse/MAHOUT-1076?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-1076:
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Resolution: Fixed
Status: Resolved (was: Patch Available)
thank you for
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https://issues.apache.org/jira/browse/MAHOUT-1146?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter resolved MAHOUT-1146.
Resolution: Fixed
Assignee: Sebastian Schelter
thank you very much for
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https://issues.apache.org/jira/browse/MAHOUT-1019?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-1019:
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Resolution: Fixed
Status: Resolved (was: Patch Available
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https://issues.apache.org/jira/browse/MAHOUT-1157?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sebastian Schelter updated MAHOUT-1157:
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Resolution: Fixed
Status: Resolved (was: Patch Available
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