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Posted to commits@mahout.apache.org by ak...@apache.org on 2019/01/11 19:35:39 UTC

[mahout] 01/01: Merge pull request #365 from apache/branch-0.14.0

This is an automated email from the ASF dual-hosted git repository.

akm pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/mahout.git

commit 758cfada62556d679c445416dff9d9fb2a3c4e59
Merge: 62297da 025efff
Author: Andrew Musselman <an...@gmail.com>
AuthorDate: Fri Jan 11 11:35:33 2019 -0800

    Merge pull request #365 from apache/branch-0.14.0
    
    Branch 0.14.0

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 .../clustering/canopy/TestCanopyCreation.java      |    0
 .../classify/ClusterClassificationDriverTest.java  |    0
 .../fuzzykmeans/TestFuzzyKmeansClustering.java     |    0
 .../clustering/iterator/TestClusterClassifier.java |    0
 .../clustering/kmeans/TestKmeansClustering.java    |    0
 .../clustering/kmeans/TestRandomSeedGenerator.java |    0
 .../clustering/lda/cvb/TestCVBModelTrainer.java    |    0
 .../spectral/TestAffinityMatrixInputJob.java       |    0
 .../spectral/TestMatrixDiagonalizeJob.java         |    0
 .../clustering/spectral/TestUnitVectorizerJob.java |    0
 .../clustering/spectral/TestVectorCache.java       |    0
 .../TestVectorMatrixMultiplicationJob.java         |    0
 .../spectral/kmeans/TestEigenSeedGenerator.java    |    0
 .../streaming/cluster/BallKMeansTest.java          |    0
 .../clustering/streaming/cluster/DataUtils.java    |    0
 .../streaming/cluster/StreamingKMeansTest.java     |    0
 .../streaming/mapreduce/StreamingKMeansTestMR.java |    0
 .../streaming/tools/ResplitSequenceFilesTest.java  |    0
 .../clustering/topdown/PathDirectoryTest.java      |    0
 .../postprocessor/ClusterCountReaderTest.java      |    0
 .../ClusterOutputPostProcessorTest.java            |    0
 .../org/apache/mahout/common/AbstractJobTest.java  |    0
 .../common/DistributedCacheFileLocationTest.java   |    0
 .../apache/mahout/common/DummyOutputCollector.java |    0
 .../apache/mahout/common/DummyRecordWriter.java    |    0
 .../mahout/common/DummyRecordWriterTest.java       |    0
 .../apache/mahout/common/DummyStatusReporter.java  |    0
 .../apache/mahout/common/IntPairWritableTest.java  |    0
 .../org/apache/mahout/common/MahoutTestCase.java   |    0
 .../org/apache/mahout/common/MockIterator.java     |    0
 .../org/apache/mahout/common/StringUtilsTest.java  |    0
 .../common/distance/CosineDistanceMeasureTest.java |    0
 .../distance/DefaultDistanceMeasureTest.java       |    0
 .../DefaultWeightedDistanceMeasureTest.java        |    0
 .../common/distance/TestChebyshevMeasure.java      |    0
 .../distance/TestEuclideanDistanceMeasure.java     |    0
 .../distance/TestMahalanobisDistanceMeasure.java   |    0
 .../distance/TestManhattanDistanceMeasure.java     |    0
 .../common/distance/TestMinkowskiMeasure.java      |    0
 .../distance/TestTanimotoDistanceMeasure.java      |    0
 .../TestWeightedEuclideanDistanceMeasureTest.java  |    0
 .../TestWeightedManhattanDistanceMeasure.java      |    0
 .../common/iterator/CountingIteratorTest.java      |    0
 .../apache/mahout/common/iterator/SamplerCase.java |    0
 .../common/iterator/TestFixedSizeSampler.java      |    0
 .../common/iterator/TestSamplingIterator.java      |    0
 .../iterator/TestStableFixedSizeSampler.java       |    0
 .../mahout/common/lucene/AnalyzerUtilsTest.java    |    0
 .../org/apache/mahout/driver/MahoutDriverTest.java |    0
 .../apache/mahout/ep/EvolutionaryProcessTest.java  |    0
 .../org/apache/mahout/math/MatrixWritableTest.java |    0
 .../java/org/apache/mahout/math/VarintTest.java    |    0
 .../org/apache/mahout/math/VectorWritableTest.java |    0
 .../org/apache/mahout/math/hadoop/MathHelper.java  |    0
 .../math/hadoop/TestDistributedRowMatrix.java      |    0
 .../decomposer/TestDistributedLanczosSolver.java   |    0
 .../TestDistributedLanczosSolverCLI.java           |    0
 .../TestVectorDistanceSimilarityJob.java           |    0
 .../cooccurrence/RowSimilarityJobTest.java         |    0
 .../measures/VectorSimilarityMeasuresTest.java     |    0
 .../TestDistributedConjugateGradientSolver.java    |    0
 .../TestDistributedConjugateGradientSolverCLI.java |    0
 .../mahout/math/hadoop/stats/BasicStatsTest.java   |    0
 .../stochasticsvd/LocalSSVDPCASparseTest.java      |    0
 .../stochasticsvd/LocalSSVDSolverDenseTest.java    |    0
 .../LocalSSVDSolverSparseSequentialTest.java       |    0
 .../math/hadoop/stochasticsvd/SSVDCommonTest.java  |    0
 .../math/hadoop/stochasticsvd/SSVDTestsHelper.java |    0
 .../LocalitySensitiveHashSearchTest.java           |    0
 .../apache/mahout/math/neighborhood/LumpyData.java |    0
 .../math/neighborhood/SearchQualityTest.java       |    0
 .../mahout/math/neighborhood/SearchSanityTest.java |    0
 .../math/ssvd/SequentialOutOfCoreSvdTest.java      |    0
 .../apache/mahout/math/stats/OnlineAucTest.java    |    0
 .../org/apache/mahout/math/stats/SamplerTest.java  |    0
 .../vectorizer/DictionaryVectorizerTest.java       |    0
 .../mahout/vectorizer/DocumentProcessorTest.java   |    0
 .../EncodedVectorsFromSequenceFilesTest.java       |    0
 .../mahout/vectorizer/HighDFWordsPrunerTest.java   |    0
 .../mahout/vectorizer/RandomDocumentGenerator.java |    0
 .../SparseVectorsFromSequenceFilesTest.java        |    0
 .../collocations/llr/CollocMapperTest.java         |    0
 .../collocations/llr/CollocReducerTest.java        |    0
 .../llr/GramKeyGroupComparatorTest.java            |    0
 .../collocations/llr/GramKeyPartitionerTest.java   |    0
 .../vectorizer/collocations/llr/GramKeyTest.java   |    0
 .../vectorizer/collocations/llr/GramTest.java      |    0
 .../collocations/llr/LLRReducerTest.java           |    0
 .../vectorizer/encoders/CachingEncoderTest.java    |    0
 .../encoders/ConstantValueEncoderTest.java         |    0
 .../encoders/ContinuousValueEncoderTest.java       |    0
 .../encoders/InteractionValueEncoderTest.java      |    0
 .../vectorizer/encoders/TextValueEncoderTest.java  |    0
 .../encoders/WordLikeValueEncoderTest.java         |    0
 .../mahout-mr/mr}/src/test/resources/FPGsynth.dat  |    0
 .../mahout-mr/mr}/src/test/resources/cancer.csv    |    0
 .../mahout-mr/mr}/src/test/resources/iris.csv      |    0
 .../mahout-mr/mr}/src/test/resources/retail.dat    |    0
 .../resources/retail_results_with_min_sup_100.dat  |    0
 .../mahout-mr/mr}/src/test/resources/sgd.csv       |    0
 .../mahout-mr/mr}/src/test/resources/word-list.txt |    0
 community/mahout-mr/pom.xml                        |  154 ++
 community/pom.xml                                  |   82 +
 .../spark-cli-drivers}/pom.xml                     |  247 ++-
 .../src/main/assembly/dependency-reduced.xml       |   22 +-
 .../mahout/drivers/ItemSimilarityDriver.scala      |    0
 .../org/apache/mahout/drivers/MahoutDriver.scala   |    0
 .../apache/mahout/drivers/MahoutOptionParser.scala |    0
 .../apache/mahout/drivers/MahoutSparkDriver.scala  |    0
 .../mahout/drivers/MahoutSparkOptionParser.scala   |    0
 .../mahout/drivers/RowSimilarityDriver.scala       |    0
 .../org/apache/mahout/drivers/TestNBDriver.scala   |    0
 .../org/apache/mahout/drivers/TrainNBDriver.scala  |    0
 .../mahout/drivers/ItemSimilarityDriverSuite.scala |    0
 .../mahout/drivers/RowSimilarityDriverSuite.scala  |    0
 .../drivers/TextDelimitedReaderWriterSuite.scala   |    0
 {math => core}/pom.xml                             |  304 ++--
 .../math/buffer/ValueTypeBufferConsumer.java.t     |    0
 .../math/function/KeyTypeObjectProcedure.java.t    |    0
 .../mahout/math/function/KeyTypeProcedure.java.t   |    0
 .../math/function/KeyTypeValueTypeProcedure.java.t |    0
 .../math/function/ObjectValueTypeProcedure.java.t  |    0
 .../math/function/ValueTypeComparator.java.t       |    0
 .../mahout/math/list/AbstractValueTypeList.java.t  |    0
 .../mahout/math/list/ValueTypeArrayList.java.t     |    0
 .../math/map/AbstractKeyTypeObjectMap.java.t       |    0
 .../math/map/AbstractKeyTypeValueTypeMap.java.t    |    0
 .../math/map/AbstractObjectValueTypeMap.java.t     |    0
 .../math/map/OpenKeyTypeObjectHashMap.java.t       |    0
 .../math/map/OpenKeyTypeValueTypeHashMap.java.t    |    0
 .../math/map/OpenObjectValueTypeHashMap.java.t     |    0
 .../mahout/math/set/AbstractKeyTypeSet.java.t      |    0
 .../mahout/math/set/OpenKeyTypeHashSet.java.t      |    0
 .../org/apache/mahout/collections/Arithmetic.java  |    0
 .../org/apache/mahout/collections/Constants.java   |    0
 .../java/org/apache/mahout/common/RandomUtils.java |    0
 .../org/apache/mahout/common/RandomWrapper.java    |    0
 .../org/apache/mahout/math/AbstractMatrix.java     |    0
 .../org/apache/mahout/math/AbstractVector.java     |    0
 .../main/java/org/apache/mahout/math/Algebra.java  |    0
 .../main/java/org/apache/mahout/math/Arrays.java   |    0
 .../java/org/apache/mahout/math/BinarySearch.java  |    0
 .../apache/mahout/math/CardinalityException.java   |    0
 .../main/java/org/apache/mahout/math/Centroid.java |    0
 .../apache/mahout/math/CholeskyDecomposition.java  |    0
 .../org/apache/mahout/math/ConstantVector.java     |    0
 .../org/apache/mahout/math/DelegatingVector.java   |    0
 .../java/org/apache/mahout/math/DenseMatrix.java   |    0
 .../apache/mahout/math/DenseSymmetricMatrix.java   |    0
 .../java/org/apache/mahout/math/DenseVector.java   |    0
 .../org/apache/mahout/math/DiagonalMatrix.java     |    0
 .../org/apache/mahout/math/FileBasedMatrix.java    |    0
 .../mahout/math/FileBasedSparseBinaryMatrix.java   |    0
 .../apache/mahout/math/FunctionalMatrixView.java   |    0
 .../org/apache/mahout/math/IndexException.java     |    0
 .../apache/mahout/math/LengthCachingVector.java    |    0
 .../main/java/org/apache/mahout/math/Matrices.java |    0
 .../main/java/org/apache/mahout/math/Matrix.java   |    0
 .../java/org/apache/mahout/math/MatrixSlice.java   |    0
 .../org/apache/mahout/math/MatrixTimesOps.java     |    0
 .../org/apache/mahout/math/MatrixVectorView.java   |    0
 .../java/org/apache/mahout/math/MatrixView.java    |    0
 .../java/org/apache/mahout/math/MurmurHash.java    |    0
 .../java/org/apache/mahout/math/MurmurHash3.java   |    0
 .../java/org/apache/mahout/math/NamedVector.java   |    0
 .../org/apache/mahout/math/OldQRDecomposition.java |    0
 .../mahout/math/OrderedIntDoubleMapping.java       |    0
 .../apache/mahout/math/OrthonormalityVerifier.java |    0
 .../org/apache/mahout/math/PermutedVectorView.java |    0
 .../org/apache/mahout/math/PersistentObject.java   |    0
 .../java/org/apache/mahout/math/PivotedMatrix.java |    0
 .../src/main/java/org/apache/mahout/math/QR.java   |    0
 .../org/apache/mahout/math/QRDecomposition.java    |    0
 .../mahout/math/RandomAccessSparseVector.java      |    0
 .../apache/mahout/math/RandomTrinaryMatrix.java    |    0
 .../mahout/math/SequentialAccessSparseVector.java  |    0
 .../mahout/math/SingularValueDecomposition.java    |    0
 .../main/java/org/apache/mahout/math/Sorting.java  |    0
 .../org/apache/mahout/math/SparseColumnMatrix.java |    0
 .../java/org/apache/mahout/math/SparseMatrix.java  |    0
 .../org/apache/mahout/math/SparseRowMatrix.java    |    0
 .../main/java/org/apache/mahout/math/Swapper.java  |    0
 .../apache/mahout/math/TransposedMatrixView.java   |    0
 .../org/apache/mahout/math/UpperTriangular.java    |    0
 .../main/java/org/apache/mahout/math/Vector.java   |    0
 .../apache/mahout/math/VectorBinaryAggregate.java  |    0
 .../org/apache/mahout/math/VectorBinaryAssign.java |    0
 .../org/apache/mahout/math/VectorIterable.java     |    0
 .../java/org/apache/mahout/math/VectorView.java    |    0
 .../org/apache/mahout/math/WeightedVector.java     |    0
 .../mahout/math/WeightedVectorComparator.java      |    0
 .../math/als/AlternatingLeastSquaresSolver.java    |    0
 ...licitFeedbackAlternatingLeastSquaresSolver.java |    0
 .../mahout/math/decomposer/AsyncEigenVerifier.java |    0
 .../apache/mahout/math/decomposer/EigenStatus.java |    0
 .../math/decomposer/SimpleEigenVerifier.java       |    0
 .../math/decomposer/SingularVectorVerifier.java    |    0
 .../math/decomposer/hebbian/EigenUpdater.java      |    0
 .../math/decomposer/hebbian/HebbianSolver.java     |    0
 .../math/decomposer/hebbian/HebbianUpdater.java    |    0
 .../math/decomposer/hebbian/TrainingState.java     |    0
 .../math/decomposer/lanczos/LanczosSolver.java     |    0
 .../math/decomposer/lanczos/LanczosState.java      |    0
 .../org/apache/mahout/math/flavor/BackEnum.java    |    0
 .../apache/mahout/math/flavor/MatrixFlavor.java    |    0
 .../math/flavor/TraversingStructureEnum.java       |    0
 .../mahout/math/function/DoubleDoubleFunction.java |    0
 .../mahout/math/function/DoubleFunction.java       |    0
 .../apache/mahout/math/function/FloatFunction.java |    0
 .../org/apache/mahout/math/function/Functions.java |    0
 .../apache/mahout/math/function/IntFunction.java   |    0
 .../mahout/math/function/IntIntDoubleFunction.java |    0
 .../mahout/math/function/IntIntFunction.java       |    0
 .../java/org/apache/mahout/math/function/Mult.java |    0
 .../math/function/ObjectObjectProcedure.java       |    0
 .../mahout/math/function/ObjectProcedure.java      |    0
 .../org/apache/mahout/math/function/PlusMult.java  |    0
 .../mahout/math/function/SquareRootFunction.java   |    0
 .../apache/mahout/math/function/TimesFunction.java |    0
 .../mahout/math/function/VectorFunction.java       |    0
 .../apache/mahout/math/function/package-info.java  |    0
 .../apache/mahout/math/jet/math/Arithmetic.java    |    0
 .../org/apache/mahout/math/jet/math/Constants.java |    0
 .../apache/mahout/math/jet/math/Polynomial.java    |    0
 .../apache/mahout/math/jet/math/package-info.java  |    0
 .../jet/random/AbstractContinousDistribution.java  |    0
 .../jet/random/AbstractDiscreteDistribution.java   |    0
 .../math/jet/random/AbstractDistribution.java      |    0
 .../apache/mahout/math/jet/random/Exponential.java |    0
 .../org/apache/mahout/math/jet/random/Gamma.java   |    0
 .../mahout/math/jet/random/NegativeBinomial.java   |    0
 .../org/apache/mahout/math/jet/random/Normal.java  |    0
 .../org/apache/mahout/math/jet/random/Poisson.java |    0
 .../org/apache/mahout/math/jet/random/Uniform.java |    0
 .../math/jet/random/engine/MersenneTwister.java    |    0
 .../math/jet/random/engine/RandomEngine.java       |    0
 .../math/jet/random/engine/package-info.java       |    0
 .../math/jet/random/sampling/RandomSampler.java    |    0
 .../org/apache/mahout/math/jet/stat/Gamma.java     |    0
 .../apache/mahout/math/jet/stat/Probability.java   |    0
 .../apache/mahout/math/jet/stat/package-info.java  |    0
 .../org/apache/mahout/math/list/AbstractList.java  |    0
 .../mahout/math/list/AbstractObjectList.java       |    0
 .../apache/mahout/math/list/ObjectArrayList.java   |    0
 .../mahout/math/list/SimpleLongArrayList.java      |    0
 .../org/apache/mahout/math/list/package-info.java  |    0
 .../org/apache/mahout/math/map/HashFunctions.java  |    0
 .../org/apache/mahout/math/map/OpenHashMap.java    |    0
 .../org/apache/mahout/math/map/PrimeFinder.java    |    0
 .../mahout/math/map/QuickOpenIntIntHashMap.java    |    0
 .../org/apache/mahout/math/map/package-info.java   |    0
 .../java/org/apache/mahout/math/package-info.java  |    0
 .../math/random/AbstractSamplerFunction.java       |    0
 .../mahout/math/random/ChineseRestaurant.java      |    0
 .../org/apache/mahout/math/random/Empirical.java   |    0
 .../apache/mahout/math/random/IndianBuffet.java    |    0
 .../org/apache/mahout/math/random/Missing.java     |    0
 .../org/apache/mahout/math/random/MultiNormal.java |    0
 .../org/apache/mahout/math/random/Multinomial.java |    0
 .../java/org/apache/mahout/math/random/Normal.java |    0
 .../apache/mahout/math/random/PoissonSampler.java  |    0
 .../org/apache/mahout/math/random/Sampler.java     |    0
 .../apache/mahout/math/random/WeightedThing.java   |    0
 .../org/apache/mahout/math/set/AbstractSet.java    |    0
 .../java/org/apache/mahout/math/set/HashUtils.java |    0
 .../org/apache/mahout/math/set/OpenHashSet.java    |    0
 .../math/solver/ConjugateGradientSolver.java       |    0
 .../mahout/math/solver/EigenDecomposition.java     |    0
 .../mahout/math/solver/JacobiConditioner.java      |    0
 .../java/org/apache/mahout/math/solver/LSMR.java   |    0
 .../apache/mahout/math/solver/Preconditioner.java  |    0
 .../apache/mahout/math/ssvd/SequentialBigSvd.java  |    0
 .../apache/mahout/math/stats/LogLikelihood.java    |    0
 .../math/stats/OnlineExponentialAverage.java       |    0
 .../apache/mahout/math/stats/OnlineSummarizer.java |   44 +-
 .../classifier/naivebayes/NBClassifier.scala       |    0
 .../mahout/classifier/naivebayes/NBModel.scala     |    0
 .../mahout/classifier/naivebayes/NaiveBayes.scala  |    0
 .../mahout/classifier/stats/ClassifierStats.scala  |   36 +-
 .../mahout/classifier/stats/ConfusionMatrix.scala  |    0
 .../common/io/GenericMatrixKryoSerializer.scala    |    0
 .../mahout/common/io/VectorKryoSerializer.scala    |    0
 .../scala/org/apache/mahout/logging/package.scala  |    0
 .../org/apache/mahout/math/algorithms/Fitter.scala |    0
 .../org/apache/mahout/math/algorithms/Model.scala  |    0
 .../mahout/math/algorithms/SupervisedFitter.scala  |    0
 .../mahout/math/algorithms/SupervisedModel.scala   |    0
 .../math/algorithms/UnsupervisedFitter.scala       |    0
 .../mahout/math/algorithms/UnsupervisedModel.scala |    0
 .../mahout/math/algorithms/clustering/Canopy.scala |    2 -
 .../algorithms/clustering/ClusteringModel.scala    |    0
 .../common/distance/DistanceMetrics.scala          |    0
 .../math/algorithms/preprocessing/AsFactor.scala   |    2 -
 .../math/algorithms/preprocessing/MeanCenter.scala |    0
 .../preprocessing/PreprocessorModel.scala          |    0
 .../algorithms/preprocessing/StandardScaler.scala  |    0
 .../regression/CochraneOrcuttModel.scala           |    0
 .../regression/LinearRegressorModel.scala          |    0
 .../regression/OrdinaryLeastSquaresModel.scala     |    0
 .../algorithms/regression/RegressorModel.scala     |    0
 .../regression/tests/AutocorrelationTests.scala    |    0
 .../regression/tests/FittnessTests.scala           |    4 -
 .../org/apache/mahout/math/backend/Backend.scala   |   16 +
 .../mahout/math/backend/RootSolverFactory.scala    |    0
 .../apache/mahout/math/backend/SolverFactory.scala |   16 +
 .../mahout/math/backend/incore/package.scala       |   19 +-
 .../mahout/math/backend/jvm/JvmBackend.scala       |   16 +
 .../apache/mahout/math/cf/SimilarityAnalysis.scala |    0
 .../apache/mahout/math/decompositions/ALS.scala    |    0
 .../apache/mahout/math/decompositions/DQR.scala    |    0
 .../apache/mahout/math/decompositions/DSPCA.scala  |    0
 .../apache/mahout/math/decompositions/DSSVD.scala  |   16 +
 .../apache/mahout/math/decompositions/SSVD.scala   |    0
 .../mahout/math/decompositions/package.scala       |    0
 .../scala/org/apache/mahout/math/drm/BCast.scala   |    0
 .../org/apache/mahout/math/drm/CacheHint.scala     |    0
 .../apache/mahout/math/drm/CheckpointedDrm.scala   |    0
 .../apache/mahout/math/drm/CheckpointedOps.scala   |    0
 .../mahout/math/drm/DistributedContext.scala       |    0
 .../apache/mahout/math/drm/DistributedEngine.scala |    0
 .../mahout/math/drm/DrmDoubleScalarOps.scala       |    0
 .../scala/org/apache/mahout/math/drm/DrmLike.scala |    0
 .../org/apache/mahout/math/drm/DrmLikeOps.scala    |    0
 .../org/apache/mahout/math/drm/RLikeDrmOps.scala   |    0
 .../mahout/math/drm/logical/AbstractBinaryOp.scala |    0
 .../mahout/math/drm/logical/AbstractUnaryOp.scala  |    0
 .../mahout/math/drm/logical/CheckpointAction.scala |    0
 .../org/apache/mahout/math/drm/logical/OpAB.scala  |    0
 .../mahout/math/drm/logical/OpABAnyKey.scala       |    0
 .../org/apache/mahout/math/drm/logical/OpABt.scala |    0
 .../apache/mahout/math/drm/logical/OpAewB.scala    |    0
 .../mahout/math/drm/logical/OpAewScalar.scala      |    0
 .../mahout/math/drm/logical/OpAewUnaryFunc.scala   |    0
 .../math/drm/logical/OpAewUnaryFuncFusion.scala    |    0
 .../org/apache/mahout/math/drm/logical/OpAt.scala  |    0
 .../org/apache/mahout/math/drm/logical/OpAtA.scala |    0
 .../mahout/math/drm/logical/OpAtAnyKey.scala       |    0
 .../org/apache/mahout/math/drm/logical/OpAtB.scala |    0
 .../org/apache/mahout/math/drm/logical/OpAtx.scala |    0
 .../org/apache/mahout/math/drm/logical/OpAx.scala  |    0
 .../apache/mahout/math/drm/logical/OpCbind.scala   |    0
 .../mahout/math/drm/logical/OpCbindScalar.scala    |    0
 .../mahout/math/drm/logical/OpMapBlock.scala       |    0
 .../org/apache/mahout/math/drm/logical/OpPar.scala |   19 +-
 .../apache/mahout/math/drm/logical/OpRbind.scala   |    0
 .../mahout/math/drm/logical/OpRowRange.scala       |    0
 .../math/drm/logical/OpTimesLeftMatrix.scala       |    0
 .../math/drm/logical/OpTimesRightMatrix.scala      |    0
 .../apache/mahout/math/drm/logical/TEwFunc.scala   |    0
 .../scala/org/apache/mahout/math/drm/package.scala |    0
 .../apache/mahout/math/indexeddataset/BiMap.scala  |    0
 .../math/indexeddataset/IndexedDataset.scala       |    0
 .../mahout/math/indexeddataset/ReaderWriter.scala  |    0
 .../apache/mahout/math/indexeddataset/Schema.scala |    0
 .../scala/org/apache/mahout/math/package.scala     |    9 +-
 .../apache/mahout/math/scalabindings/MMul.scala    |    0
 .../math/scalabindings/MahoutCollections.scala     |    0
 .../math/scalabindings/MatlabLikeMatrixOps.scala   |    0
 .../mahout/math/scalabindings/MatlabLikeOps.scala  |    0
 .../math/scalabindings/MatlabLikeTimesOps.scala    |    0
 .../math/scalabindings/MatlabLikeVectorOps.scala   |    0
 .../mahout/math/scalabindings/MatrixOps.scala      |    0
 .../math/scalabindings/RLikeDoubleScalarOps.scala  |    0
 .../mahout/math/scalabindings/RLikeMatrixOps.scala |    0
 .../mahout/math/scalabindings/RLikeOps.scala       |    0
 .../mahout/math/scalabindings/RLikeVectorOps.scala |    0
 .../mahout/math/scalabindings/VectorOps.scala      |    0
 .../apache/mahout/math/scalabindings/package.scala |    0
 .../scala/org/apache/mahout/nlp/tfidf/TFIDF.scala  |    0
 .../org/apache/mahout/util/IOUtilsScala.scala      |    0
 .../mahout/math/list/ValueTypeArrayListTest.java.t |    0
 .../math/map/OpenKeyTypeObjectHashMapTest.java.t   |    0
 .../map/OpenKeyTypeValueTypeHashMapTest.java.t     |    0
 .../math/map/OpenObjectValueTypeHashMapTest.java.t |    0
 .../mahout/math/set/OpenKeyTypeHashSetTest.java.t  |    0
 .../org/apache/mahout/common/RandomUtilsTest.java  |    0
 .../org/apache/mahout/math/AbstractVectorTest.java |    0
 .../java/org/apache/mahout/math/CentroidTest.java  |    0
 .../mahout/math/CholeskyDecompositionTest.java     |    0
 .../org/apache/mahout/math/DenseSymmetricTest.java |    0
 .../org/apache/mahout/math/DiagonalMatrixTest.java |    0
 .../apache/mahout/math/FileBasedMatrixTest.java    |    0
 .../math/FileBasedSparseBinaryMatrixTest.java      |    0
 .../java/org/apache/mahout/math/FunctionTest.java  |    0
 .../org/apache/mahout/math/MahoutTestCase.java     |    0
 .../java/org/apache/mahout/math/MatricesTest.java  |    0
 .../java/org/apache/mahout/math/MatrixTest.java    |    0
 .../apache/mahout/math/MatrixVectorViewTest.java   |    0
 .../org/apache/mahout/math/MurmurHash3Test.java    |    0
 .../org/apache/mahout/math/MurmurHashTest.java     |    0
 .../apache/mahout/math/OldQRDecompositionTest.java |    0
 .../apache/mahout/math/PermutedVectorViewTest.java |    0
 .../org/apache/mahout/math/PivotedMatrixTest.java  |    0
 .../apache/mahout/math/QRDecompositionTest.java    |    6 +-
 .../org/apache/mahout/math/TestDenseMatrix.java    |    0
 .../org/apache/mahout/math/TestDenseVector.java    |    0
 .../org/apache/mahout/math/TestMatrixView.java     |    0
 .../mahout/math/TestOrderedIntDoubleMapping.java   |    0
 .../mahout/math/TestRandomAccessSparseVector.java  |    0
 .../math/TestSequentialAccessSparseVector.java     |    0
 .../math/TestSingularValueDecomposition.java       |    0
 .../apache/mahout/math/TestSparseColumnMatrix.java |    0
 .../org/apache/mahout/math/TestSparseMatrix.java   |    0
 .../apache/mahout/math/TestSparseRowMatrix.java    |    0
 .../org/apache/mahout/math/TestVectorView.java     |    0
 .../apache/mahout/math/UpperTriangularTest.java    |    0
 .../mahout/math/VectorBinaryAggregateCostTest.java |    0
 .../mahout/math/VectorBinaryAggregateTest.java     |    0
 .../mahout/math/VectorBinaryAssignCostTest.java    |    0
 .../apache/mahout/math/VectorBinaryAssignTest.java |    0
 .../java/org/apache/mahout/math/VectorTest.java    |    0
 .../org/apache/mahout/math/WeightedVectorTest.java |    0
 .../als/AlternatingLeastSquaresSolverTest.java     |    0
 .../apache/mahout/math/decomposer/SolverTest.java  |    0
 .../math/decomposer/hebbian/TestHebbianSolver.java |    0
 .../math/decomposer/lanczos/TestLanczosSolver.java |    0
 .../mahout/math/jet/random/DistributionChecks.java |    0
 .../mahout/math/jet/random/ExponentialTest.java    |    0
 .../apache/mahout/math/jet/random/GammaTest.java   |    0
 .../math/jet/random/NegativeBinomialTest.java      |    0
 .../apache/mahout/math/jet/random/NormalTest.java  |    0
 .../jet/random/engine/MersenneTwisterTest.java     |    0
 .../org/apache/mahout/math/jet/stat/GammaTest.java |    0
 .../mahout/math/jet/stat/ProbabilityTest.java      |    0
 .../mahout/math/list/ObjectArrayListTest.java      |    0
 .../mahout/math/random/ChineseRestaurantTest.java  |    0
 .../apache/mahout/math/random/EmpiricalTest.java   |    0
 .../mahout/math/random/IndianBuffetTest.java       |    0
 .../apache/mahout/math/random/MultiNormalTest.java |    0
 .../apache/mahout/math/random/MultinomialTest.java |    0
 .../org/apache/mahout/math/random/NormalTest.java  |    0
 .../mahout/math/random/PoissonSamplerTest.java     |    0
 .../mahout/math/randomized/RandomBlasting.java     |    0
 .../org/apache/mahout/math/set/HashUtilsTest.java  |    0
 .../mahout/math/solver/EigenDecompositionTest.java |    0
 .../org/apache/mahout/math/solver/LSMRTest.java    |    0
 .../math/solver/TestConjugateGradientSolver.java   |    0
 .../mahout/math/ssvd/SequentialBigSvdTest.java     |    0
 .../mahout/math/stats/LogLikelihoodTest.java       |    0
 .../math/stats/OnlineExponentialAverageTest.java   |    0
 .../mahout/math/stats/OnlineSummarizerTest.java    |   10 +-
 .../src/test/resources/beta-test-data.csv          |    0
 {math => core}/src/test/resources/hanging-svd.tsv  |    0
 .../test/resources/negative-binomial-test-data.csv |    0
 {math => core}/src/test/resources/words.txt        |    0
 .../mahout/classifier/naivebayes/NBTestBase.scala  |    0
 .../classifier/stats/ClassifierStatsTestBase.scala |    0
 .../math/algorithms/ClusteringSuiteBase.scala      |    0
 .../math/algorithms/PreprocessorSuiteBase.scala    |    0
 .../math/algorithms/RegressionSuiteBase.scala      |    0
 .../math/algorithms/RegressionTestsSuiteBase.scala |    0
 .../apache/mahout/math/backend/BackendSuite.scala  |   16 +
 .../math/decompositions/DecompositionsSuite.scala  |    0
 .../DistributedDecompositionsSuiteBase.scala       |    0
 .../mahout/math/drm/DrmLikeOpsSuiteBase.scala      |    0
 .../apache/mahout/math/drm/DrmLikeSuiteBase.scala  |    0
 .../mahout/math/drm/RLikeDrmOpsSuiteBase.scala     |    0
 .../scalabindings/MahoutCollectionsSuite.scala     |    0
 .../mahout/math/scalabindings/MathSuite.scala      |    0
 .../scalabindings/MatlabLikeMatrixOpsSuite.scala   |    0
 .../mahout/math/scalabindings/MatrixOpsSuite.scala |    0
 .../math/scalabindings/RLikeMatrixOpsSuite.scala   |    0
 .../math/scalabindings/RLikeVectorOpsSuite.scala   |    0
 .../mahout/math/scalabindings/VectorOpsSuite.scala |    0
 .../apache/mahout/nlp/tfidf/TFIDFtestBase.scala    |    0
 .../mahout/test/DistributedMahoutSuite.scala       |    0
 .../apache/mahout}/test/LoggerConfiguration.scala  |   12 +-
 .../scala/org/apache/mahout/test/MahoutSuite.scala |    0
 distribution/pom.xml                               |  407 -----
 .../src/main/assembly/scala-2.10_spark-1.6.xml     |  249 ---
 .../src/main/assembly/scala-2.11_spark-2.0.xml     |  249 ---
 .../src/main/assembly/scala-2.11_spark-2.1.xml     |  249 ---
 engine/hdfs/pom.xml                                |  293 ++++
 .../java/org/apache/mahout/common/IOUtils.java     |    0
 .../org/apache/mahout/math/MatrixWritable.java     |    0
 .../org/apache/mahout/math/VarIntWritable.java     |    0
 .../org/apache/mahout/math/VarLongWritable.java    |    0
 .../main/java/org/apache/mahout/math/Varint.java   |    0
 .../org/apache/mahout/math/VectorWritable.java     |    0
 .../org/apache/mahout/math/MatrixWritableTest.java |    4 +
 .../java/org/apache/mahout/math/VarintTest.java    |    0
 .../org/apache/mahout/math/VectorWritableTest.java |    0
 engine/pom.xml                                     |   56 +
 {spark => engine/spark}/pom.xml                    |   97 +-
 .../src/main/assembly/dependency-reduced.xml       |    2 +-
 .../classifier/naivebayes/SparkNaiveBayes.scala    |    0
 .../org/apache/mahout/common/DrmMetadata.scala     |    0
 .../org/apache/mahout/common/HDFSPathSearch.scala  |    0
 .../scala/org/apache/mahout/common/HDFSUtil.scala  |    0
 .../org/apache/mahout/common/Hadoop2HDFSUtil.scala |    0
 .../sparkbindings/SparkDistributedContext.scala    |    0
 .../apache/mahout/sparkbindings/SparkEngine.scala  |    2 +-
 .../org/apache/mahout/sparkbindings/blas/ABt.scala |    0
 .../apache/mahout/sparkbindings/blas/AewB.scala    |    0
 .../mahout/sparkbindings/blas/AinCoreB.scala       |   16 +
 .../org/apache/mahout/sparkbindings/blas/At.scala  |    0
 .../org/apache/mahout/sparkbindings/blas/AtA.scala |    0
 .../org/apache/mahout/sparkbindings/blas/AtB.scala |    0
 .../org/apache/mahout/sparkbindings/blas/Ax.scala  |   16 +
 .../apache/mahout/sparkbindings/blas/CbindAB.scala |    0
 .../mahout/sparkbindings/blas/DrmRddOps.scala      |    0
 .../mahout/sparkbindings/blas/MapBlock.scala       |    0
 .../org/apache/mahout/sparkbindings/blas/Par.scala |   16 +
 .../apache/mahout/sparkbindings/blas/RbindAB.scala |    0
 .../apache/mahout/sparkbindings/blas/Slicing.scala |   34 +-
 .../apache/mahout/sparkbindings/blas/package.scala |    0
 .../sparkbindings/drm/CheckpointedDrmSpark.scala   |    0
 .../drm/CheckpointedDrmSparkOps.scala              |   17 +-
 .../mahout/sparkbindings/drm/DrmRddInput.scala     |    0
 .../mahout/sparkbindings/drm/SparkBCast.scala      |    0
 .../apache/mahout/sparkbindings/drm/package.scala  |    0
 .../indexeddataset/IndexedDatasetSpark.scala       |   10 +-
 .../TextDelimitedReaderWriter.scala                |    2 +-
 .../sparkbindings/io/MahoutKryoRegistrator.scala   |    0
 .../sparkbindings/io/UnsupportedSerializer.scala   |    0
 .../sparkbindings/io/WritableKryoSerializer.scala  |    0
 .../org/apache/mahout/sparkbindings/package.scala  |    0
 .../apache/mahout/cf/SimilarityAnalysisSuite.scala |    0
 .../classifier/naivebayes/NBSparkTestSuite.scala   |    0
 .../stats/ClassifierStatsSparkTestSuite.scala      |    0
 .../mahout/math/algorithms/ClusteringSuite.scala   |    0
 .../mahout/math/algorithms/PreprocessorSuite.scala |    0
 .../mahout/math/algorithms/RegressionSuite.scala   |    0
 .../math/algorithms/RegressionTestsSuite.scala     |    0
 .../DistributedDecompositionsSuite.scala           |    0
 .../mahout/nlp/tfidf/TFIDFSparkTestSuite.scala     |    0
 .../mahout/sparkbindings/SparkBindingsSuite.scala  |    0
 .../mahout/sparkbindings/blas/BlasSuite.scala      |    0
 .../mahout/sparkbindings/drm/DrmLikeOpsSuite.scala |    0
 .../mahout/sparkbindings/drm/DrmLikeSuite.scala    |    0
 .../sparkbindings/drm/RLikeDrmOpsSuite.scala       |    0
 .../apache/mahout/sparkbindings/io/IOSuite.scala   |    0
 .../sparkbindings/test/DistributedSparkSuite.scala |    0
 .../sparkbindings/test/LoggerConfiguration.scala   |    0
 examples/bin/basicOLS.scala                        |   61 +
 examples/bin/cco-lastfm.scala                      |  112 ++
 examples/bin/run-item-sim.sh                       |    6 +-
 examples/pom.xml                                   |  173 +-
 experimental/pom.xml                               |   65 +
 .../viennacl-omp}/linux-haswell.properties         |    0
 .../viennacl-omp}/linux-x86_64-viennacl.properties |    0
 .../viennacl-omp}/pom.xml                          |   22 +-
 .../mahout/viennacl/openmp/javacpp/Functions.java  |    0
 .../viennacl/openmp/javacpp/LinalgFunctions.java   |    0
 .../openmp/javacpp/MatrixTransExpression.scala     |    0
 .../apache/mahout/viennacl/openmp/OMPMMul.scala    |    0
 .../viennacl/openmp/javacpp/CompressedMatrix.scala |    0
 .../mahout/viennacl/openmp/javacpp/Context.scala   |   16 +
 .../openmp/javacpp/DenseColumnMatrix.scala         |    0
 .../viennacl/openmp/javacpp/DenseRowMatrix.scala   |   16 +
 .../openmp/javacpp/MatMatProdExpression.scala      |    0
 .../openmp/javacpp/MatVecProdExpression.scala      |    0
 .../viennacl/openmp/javacpp/MatrixBase.scala       |    0
 .../mahout/viennacl/openmp/javacpp/MemHandle.scala |    0
 .../viennacl/openmp/javacpp/ProdExpression.scala   |    0
 .../openmp/javacpp/SrMatDnMatProdExpression.scala  |    0
 .../mahout/viennacl/openmp/javacpp/VCLVector.scala |   16 +
 .../openmp/javacpp/VecMultExpression.scala         |    0
 .../viennacl/openmp/javacpp/VectorBase.scala       |    0
 .../apache/mahout/viennacl/openmp/package.scala    |   16 +
 .../mahout/viennacl/omp/ViennaCLSuiteOMP.scala     |   16 +
 .../viennacl}/linux-haswell.properties             |    0
 .../viennacl}/linux-x86_64-viennacl.properties     |    0
 {viennacl => experimental/viennacl}/pom.xml        |   24 +-
 .../mahout/viennacl/opencl/javacpp/Functions.java  |    0
 .../viennacl/opencl/javacpp/LinalgFunctions.java   |    0
 .../opencl/javacpp/MatrixTransExpression.scala     |    0
 .../apache/mahout/viennacl/opencl/GPUMMul.scala    |    0
 .../viennacl/opencl/javacpp/CompressedMatrix.scala |    0
 .../mahout/viennacl/opencl/javacpp/Context.scala   |    0
 .../opencl/javacpp/DenseColumnMatrix.scala         |    0
 .../viennacl/opencl/javacpp/DenseRowMatrix.scala   |    0
 .../opencl/javacpp/MatMatProdExpression.scala      |    0
 .../opencl/javacpp/MatVecProdExpression.scala      |    0
 .../viennacl/opencl/javacpp/MatrixBase.scala       |    0
 .../mahout/viennacl/opencl/javacpp/MemHandle.scala |    0
 .../viennacl/opencl/javacpp/ProdExpression.scala   |    0
 .../opencl/javacpp/SrMatDnMatProdExpression.scala  |    0
 .../mahout/viennacl/opencl/javacpp/VCLVector.scala |    0
 .../opencl/javacpp/VecMultExpression.scala         |    0
 .../viennacl/opencl/javacpp/VectorBase.scala       |    0
 .../apache/mahout/viennacl/opencl/package.scala    |   16 +
 .../mahout/viennacl/opencl/ViennaCLSuiteVCL.scala  |    0
 .../h2obindings/test/LoggerConfiguration.scala     |   13 -
 hdfs/pom.xml                                       |  246 ---
 .../mahout/math/backend/incore/package.scala       |   17 -
 .../org/apache/mahout/math/drm/logical/OpPar.scala |   23 -
 .../apache/mahout/test/LoggerConfiguration.scala   |   16 -
 pom.xml                                            | 1644 +++++++++++---------
 .../apache/mahout/sparkbindings/blas/Slicing.scala |   27 -
 .../drm/CheckpointedDrmSparkOps.scala              |   16 -
 src/conf/log4j.xml                                 |   15 -
 viennacl-omp/runs                                  |   32 -
 website/_includes/navbar.html                      |    2 +-
 website/developers/buildingmahout.md               |  114 +-
 website/developers/how-to-release.md               |   18 +-
 1700 files changed, 3418 insertions(+), 3280 deletions(-)