├── .gitignore ├── .travis.yml ├── 726-unique-spams ├── LICENSE ├── README.md ├── spark-knn-graphs-eval ├── multitest-dblp.sh ├── multitest-remove-spam.sh ├── multitest-remove-synthetic.sh ├── multitest-spam.sh ├── multitest-synthetic.sh ├── multitest-wiki.sh ├── pom.xml ├── results │ ├── 20170730 │ │ ├── 20170730110445.dat │ │ ├── 20170730110445.html │ │ ├── 20170730121849.dat │ │ ├── 20170730121849.html │ │ ├── 20170730131537.dat │ │ ├── 20170730131537.html │ │ ├── 20170730140306.dat │ │ └── 20170730140306.html │ ├── 20170628125744.html │ ├── 20170628143259.html │ ├── 20170628151017.html │ ├── 20170628163524.html │ ├── 20170628165539.html │ ├── 20170628201430.html │ ├── 20170628202043.html │ ├── 20170628203647.html │ ├── 20170629094312.html │ ├── 20170629120623.html │ ├── 20170629120745.html │ ├── 20170629132149.html │ ├── 20170629142340.html │ ├── 20170629142710.html │ ├── 20170629142721.html │ ├── 20170629142733.html │ ├── 20170629142748.html │ ├── 20170629142758.html │ ├── 20170629155829.html │ ├── 20170629155955.html │ ├── 20170629160047.html │ ├── 20170629160132.html │ ├── 20170629160150.html │ ├── 20170629160545.html │ ├── 20170629160703.html │ ├── 20170629185612.html │ ├── 20170629185841.html │ ├── 20170630074832.html │ ├── 20170630074854.html │ ├── 20170630074941.html │ ├── 20170630074952.html │ ├── 20170630075210.html │ ├── 20170714140421.html │ ├── 20170714142104.html │ ├── 20170714142320.html │ ├── 20170716092605.html │ ├── 20170716115320.dat │ ├── 20170716115320.html │ ├── 20170716120152.dat │ ├── 20170716120152.html │ ├── 20170716122002.dat │ ├── 20170716122002.html │ ├── 20170716140101.html │ ├── 20170716142506.html │ ├── 20170716142954.dat │ ├── 20170716142954.html │ ├── 20170716155105.dat │ ├── 20170716155105.html │ ├── 20170716155151.dat │ ├── 20170716155151.html │ ├── 20170716161439.dat │ ├── 20170716161439.html │ ├── 20170716164448.dat │ ├── 20170716164448.html │ ├── 20170716164452.dat │ ├── 20170716164452.html │ ├── 20170717120810.html │ ├── 20170719170213.dat │ ├── 20170719170213.html │ ├── 20170719201838.dat │ ├── 20170719201838.html │ ├── 20170719202003.dat │ ├── 20170719202003.html │ ├── 20170719202114.dat │ ├── 20170719202114.html │ ├── 20170719202139.html │ ├── 20170719202207.dat │ ├── 20170719202207.html │ ├── 20170719202327.dat │ ├── 20170719202327.html │ ├── 20170719202422.dat │ ├── 20170719202422.html │ ├── 20170720110816.html │ ├── 20170720110909.html │ ├── 20170720123657.html │ ├── 20170720164151.html │ ├── 20170720164537.html │ ├── 20170720164819.html │ ├── 20170720165825.html │ ├── 20170720173609.html │ ├── 20170720181234.html │ ├── 20170720181358.html │ ├── 20170721075052.html │ ├── 20170721075149.html │ ├── 20170721075318.html │ ├── 20170724202027.html │ ├── 20170724211933.dat │ ├── 20170724211933.html │ ├── 20170725080259.dat │ ├── 20170725080259.html │ ├── 20170725080348.dat │ ├── 20170725080348.html │ ├── 20170725080514.dat │ ├── 20170725080514.html │ ├── 20170725080537.dat │ ├── 20170725080537.html │ ├── 20170725100624.dat │ ├── 20170725100624.html │ ├── 20170725102446.dat │ ├── 20170725102446.html │ ├── 20170725102714.dat │ ├── 20170725102714.html │ ├── 20170725104201.dat │ ├── 20170725104201.html │ ├── 20170725104628.dat │ ├── 20170725104628.html │ ├── 20170725111852.dat │ ├── 20170725111852.html │ ├── 20170725114056.dat │ ├── 20170725114056.html │ ├── 20170725114319.dat │ ├── 20170725114319.html │ ├── 20170725114329.dat │ ├── 20170725114329.html │ ├── 20170725114754.dat │ ├── 20170725114754.html │ ├── 20170725120342.dat │ ├── 20170725120342.html │ ├── 20170725120353.dat │ ├── 20170725120353.html │ ├── 20170725120410.dat │ ├── 20170725120410.html │ ├── 20170725120423.dat │ ├── 20170725120423.html │ ├── 20170725120456.dat │ ├── 20170725120456.html │ ├── 20170725130934.dat │ ├── 20170725130934.html │ ├── 20170725131202.dat │ ├── 20170725131202.html │ ├── 20170725131207.dat │ ├── 20170725131207.html │ ├── 20170725131744.dat │ ├── 20170725131744.html │ ├── 20170725180942.html │ ├── 20170725181216.html │ ├── 20170725181344.html │ ├── 20170725181903.html │ ├── 20170726071619.html │ ├── 20170726071753.html │ ├── 20170726071842.html │ ├── 20170726071925.html │ ├── 20170726072025.html │ ├── 20170726092151.html │ ├── 20170726100125.dat │ ├── 20170726100125.html │ ├── 20170726193821.dat │ ├── 20170726193821.html │ ├── 20170726194524.dat │ ├── 20170726194524.html │ ├── 20170726203115.dat │ ├── 20170726203115.html │ ├── 20170726203202.dat │ ├── 20170726203202.html │ ├── 20170726203219.dat │ ├── 20170726203219.html │ ├── 20170726203235.dat │ ├── 20170726203235.html │ ├── 20170727064307.dat │ ├── 20170727064307.html │ ├── 20170727071658.dat │ ├── 20170727071658.html │ ├── 20170727071809.dat │ ├── 20170727071809.html │ ├── 20170727071820.dat │ ├── 20170727071820.html │ ├── 20170727071835.dat │ ├── 20170727071835.html │ ├── 20170727071857.dat │ ├── 20170727071857.html │ ├── 20170727071927.dat │ ├── 20170727071927.html │ ├── 20170727190638.dat │ ├── 20170727190638.html │ ├── 20170727190647.dat │ ├── 20170727190647.html │ ├── 20170727190658.dat │ ├── 20170727190658.html │ ├── 20170727190709.dat │ ├── 20170727190709.html │ ├── 20170728110332.html │ ├── 20170728110640.html │ ├── 20170728110724.html │ ├── 20170728121724.html │ ├── 20170728121811.html │ ├── 20170728121838.html │ ├── 20170728142908.html │ ├── 20170728143232.html │ ├── 20170728151923.html │ ├── 20170728151956.html │ ├── 20170728152825.html │ ├── 20170728153934.dat │ ├── 20170728153934.html │ ├── 20170728154002.dat │ ├── 20170728154002.html │ ├── 20170728162425.html │ ├── 20170728182550.dat │ ├── 20170728182550.html │ ├── 20170728182555.dat │ ├── 20170728182555.html │ ├── 20170729082336.dat │ ├── 20170729082336.html │ ├── 20170729114346.dat │ ├── 20170729114346.html │ ├── 20170729152628.dat │ ├── 20170729152628.html │ ├── 20170729153556.dat │ ├── 20170729153556.html │ ├── 20170816085621.html │ ├── 20170816090030.html │ ├── 20170816090034.html │ ├── 20170816090117.html │ ├── 20170816093658.html │ ├── 20170816093824.dat │ ├── 20170816093824.html │ ├── 20170816094446.dat │ ├── 20170816094446.html │ ├── 20170816164936.dat │ ├── 20170816164936.html │ ├── 20170817105841.dat │ ├── 20170817105841.html │ ├── 20170817110344.dat │ ├── 20170817110344.html │ ├── 20170817110616.dat │ ├── 20170817110616.html │ ├── 20170817110637.dat │ ├── 20170817110637.html │ ├── 20170817201537.dat │ ├── 20170817201537.html │ ├── 20170817202322.dat │ ├── 20170817202322.html │ ├── 20170817202350.dat │ ├── 20170817202350.html │ ├── 20170817202416.dat │ ├── 20170817202416.html │ ├── 20170817202427.dat │ ├── 20170817202427.html │ ├── 20170817202829.dat │ └── 20170817202829.html ├── src │ └── main │ │ └── java │ │ ├── info │ │ └── debatty │ │ │ └── spark │ │ │ └── knngraphs │ │ │ └── eval │ │ │ ├── AbstractTest.java │ │ │ ├── Batch.java │ │ │ ├── JWSimilarity.java │ │ │ ├── L2Similarity.java │ │ │ ├── MultiDBLP.java │ │ │ ├── MultiSpam.java │ │ │ ├── MultiSynthetic.java │ │ │ ├── MultiTest.java │ │ │ ├── MultiWiki.java │ │ │ ├── PageSimilarity.java │ │ │ ├── PublicationSimilarity.java │ │ │ ├── Spam.java │ │ │ ├── Synthetic.java │ │ │ ├── Wiki.java │ │ │ └── remove │ │ │ ├── MultiSpam.java │ │ │ ├── MultiSynthetic.java │ │ │ └── MultiTest.java │ │ ├── jbj │ │ ├── commercials │ │ │ ├── JaBeJaTest.java │ │ │ └── TestCase.java │ │ ├── spam │ │ │ ├── JaBeJaTest.java │ │ │ └── TestCase.java │ │ └── synthetic │ │ │ ├── JaBeJaTest.java │ │ │ └── TestCase.java │ │ ├── naivesearch │ │ ├── AbstractTest.java │ │ ├── FastSearch.java │ │ ├── NaiveSearch.java │ │ ├── SparkCase.java │ │ └── TestCase.java │ │ ├── partitioning │ │ ├── commercials │ │ │ ├── BuildGraph.java │ │ │ ├── Edg1DTest.java │ │ │ ├── JaBeJaTest.java │ │ │ ├── KMedoidsTest.java │ │ │ ├── ParseSequenceFunction.java │ │ │ ├── SequenceSimilarity.java │ │ │ └── TestCase.java │ │ ├── fish │ │ │ ├── BuildGraph.java │ │ │ ├── Edg1DTest.java │ │ │ ├── JaBeJaTest.java │ │ │ ├── KMedoidsTest.java │ │ │ ├── TestCase.java │ │ │ └── TimeSerieSimilarity.java │ │ ├── spam │ │ │ ├── BuildGraph.java │ │ │ ├── Edg1DTest.java │ │ │ ├── JaBeJaTest.java │ │ │ ├── KMedoidsTest.java │ │ │ └── TestCase.java │ │ └── synthetic │ │ │ ├── BuildGraph.java │ │ │ ├── Edg1DTest.java │ │ │ ├── JaBeJaTest.java │ │ │ ├── KMedoidsTest.java │ │ │ ├── L2Similarity.java │ │ │ └── TestCase.java │ │ └── search │ │ ├── commercials │ │ ├── AbstractTest.java │ │ ├── Edge1DTest.java │ │ ├── JaBeJaTest.java │ │ ├── KMedoidsTest.java │ │ └── TestCase.java │ │ ├── spam │ │ ├── AbstractTest.java │ │ ├── Edge1DTest.java │ │ ├── JaBeJaTest.java │ │ ├── KMedoidsTest.java │ │ └── TestCase.java │ │ └── synthetic │ │ ├── AbstractTest.java │ │ ├── Edge1DTest.java │ │ ├── JaBeJaTest.java │ │ ├── KMedoidsTest.java │ │ └── TestCase.java ├── test-spam.sh ├── test-synthetic.sh └── test-wiki.sh └── spark-knn-graphs ├── checkstyle.xml ├── nbactions.xml ├── pom.xml └── src ├── main └── java │ └── info │ └── debatty │ └── spark │ └── knngraphs │ ├── ApproximateSearch.java │ ├── DistributedFastSearchResult.java │ ├── DistributedGraph.java │ ├── ExhaustiveSearch.java │ ├── NaiveSearch.java │ ├── Node.java │ ├── builder │ ├── AbstractPartitioningBuilder.java │ ├── Brute.java │ ├── DistributedGraphBuilder.java │ ├── LSHSuperBit.java │ ├── LSHSuperBitDoubleArray.java │ ├── LSHSuperBitSparseDoubleVector.java │ ├── LSHSuperBitSparseIntegerVector.java │ ├── NNCTPH.java │ ├── NNDescent.java │ ├── NodeSimilarityAdapter.java │ ├── Online.java │ └── StatisticsAccumulator.java │ ├── example │ ├── BruteExample.java │ ├── LSHSuperBitExample.java │ ├── LSHSuperBitNNDescentTextExample.java │ ├── LSHSuperBitSparseIntegerVectorExample.java │ ├── LSHSuperBitTextExample.java │ ├── NNCTPHExample.java │ ├── NNDescentExample.java │ ├── README.md │ └── Search.java │ └── partitioner │ ├── Edge1D.java │ ├── Helper.java │ ├── JaBeJa.java │ ├── KMedoids.java │ ├── KMedoidsPartitioning.java │ ├── NodePartitioner.java │ ├── Partitioner.java │ ├── Partitioning.java │ ├── RandomizeFunction.java │ └── jabeja │ ├── Budget.java │ ├── TimeBudget.java │ └── UnlimitedBudget.java └── test ├── java └── info │ └── debatty │ └── spark │ ├── GraphXTest.java │ ├── SparkCase.java │ ├── SparkTest.java │ └── knngraphs │ ├── ApproximateSearchTest.java │ ├── ExamplesTest.java │ ├── JWSimilarity.java │ ├── KNNGraphCase.java │ ├── L2Similarity.java │ ├── builder │ ├── BruteTest.java │ ├── NNCTPHTest.java │ ├── NNDescentTest.java │ └── OnlineTest.java │ └── partitioner │ ├── Edge1DTest.java │ ├── JaBeJaTest.java │ └── KMedoidsTest.java └── resources ├── 726-unique-spams ├── graph-spam └── graph-synthetic-10K /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tdebatty/spark-knn-graphs/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 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