[ 
https://issues.apache.org/jira/browse/MAHOUT-1346?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13923585#comment-13923585
 ] 

Hudson commented on MAHOUT-1346:
--------------------------------

SUCCESS: Integrated in Mahout-Quality #2506 (See 
[https://builds.apache.org/job/Mahout-Quality/2506/])
MAHOUT-1346

Squashed commit of the following:

(...too long to list... ) (dlyubimov: rev 1575169)
* /mahout/trunk/bin/mahout
* /mahout/trunk/math-scala/pom.xml
* 
/mahout/trunk/math-scala/src/main/scala/org/apache/mahout/math/scalabindings/MatrixOps.scala
* 
/mahout/trunk/math-scala/src/main/scala/org/apache/mahout/math/scalabindings/RLikeMatrixOps.scala
* 
/mahout/trunk/math-scala/src/main/scala/org/apache/mahout/math/scalabindings/SSVD.scala
* 
/mahout/trunk/math-scala/src/main/scala/org/apache/mahout/math/scalabindings/package.scala
* 
/mahout/trunk/math-scala/src/test/scala/org/apache/mahout/math/scalabindings/MathSuite.scala
* 
/mahout/trunk/math/src/main/java/org/apache/mahout/math/CholeskyDecomposition.java
* /mahout/trunk/pom.xml
* /mahout/trunk/spark
* /mahout/trunk/spark/pom.xml
* /mahout/trunk/spark/src
* /mahout/trunk/spark/src/main
* /mahout/trunk/spark/src/main/scala
* /mahout/trunk/spark/src/main/scala/org
* /mahout/trunk/spark/src/main/scala/org/apache
* /mahout/trunk/spark/src/main/scala/org/apache/mahout
* /mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings
* /mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/ABt.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/AewB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/AinCoreB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/At.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/AtA.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/AtB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/DrmRddOps.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/Slicing.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/blas/package.scala
* /mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/CheckpointedDrm.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/CheckpointedDrmBase.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/CheckpointedOps.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/DrmLike.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/DrmLikeOps.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/DrmRddInput.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/RLikeDrmOps.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/decompositions
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/decompositions/DQR.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/decompositions/DSSVD.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/package.scala
* /mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/AbstractBinaryOp.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/AbstractUnaryOp.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/CheckpointAction.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpABAnyKey.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpABt.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAewB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAewScalar.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAt.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAtA.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAtAnyKey.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpAtB.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpMapBlock.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpRowRange.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpTimesLeftMatrix.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/OpTimesRightMatrix.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/drm/plan/package.scala
* /mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/io
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/io/MahoutKryoRegistrator.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/io/WritableKryoSerializer.scala
* 
/mahout/trunk/spark/src/main/scala/org/apache/mahout/sparkbindings/package.scala
* /mahout/trunk/spark/src/test
* /mahout/trunk/spark/src/test/scala
* /mahout/trunk/spark/src/test/scala/org
* /mahout/trunk/spark/src/test/scala/org/apache
* /mahout/trunk/spark/src/test/scala/org/apache/mahout
* /mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings
* /mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/blas
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/blas/ABtSuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/blas/AewBSuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/blas/AtASuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/blas/AtSuite.scala
* /mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm/DrmLikeOpsSuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm/DrmLikeSuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm/RLikeDrmOpsSuite.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm/decompositions
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/drm/decompositions/MathSuite.scala
* /mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/test
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/test/LoggerConfiguration.scala
* 
/mahout/trunk/spark/src/test/scala/org/apache/mahout/sparkbindings/test/MahoutLocalContext.scala


> Spark Bindings (DRM)
> --------------------
>
>                 Key: MAHOUT-1346
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1346
>             Project: Mahout
>          Issue Type: Improvement
>    Affects Versions: 0.8
>            Reporter: Dmitriy Lyubimov
>            Assignee: Dmitriy Lyubimov
>             Fix For: 1.0
>
>         Attachments: ScalaSparkBindings.pdf
>
>
> Spark bindings for Mahout DRM. 
> DRM DSL. 
> Disclaimer. This will all be experimental at this point.
> The idea is to wrap DRM by Spark RDD with support of some basic 
> functionality, perhaps some humble beginning of Cost-based optimizer 
> (0) Spark serialization support for Vector, Matrix 
> (1) Bagel transposition 
> (2) slim X'X
> (2a) not-so-slim X'X
> (3) blockify() (compose RDD containing vertical blocks of original input)
> (4) read/write Mahout DRM off HDFS
> (5) A'B
> ...



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