CHANGELOG

Mahout Change Log

Release 1.0 - unreleased

  MAHOUT-1606 - Add rowSums, rowMeans and diagonal extraction operations to distributed matrices (dlyubimov)

  MAHOUT-1603: Tweaks for Spark 1.0.x (dlyubimov & pferrel)

  MAHOUT-1596: implement rbind() operator (Anand Avati and dlyubimov)

  MAHOUT-1597: A + 1.0 (element-wise scala operation) gives wrong result if rdd is missing rows, Spark side (dlyubimov)

  MAHOUT-1595: MatrixVectorView - implement a proper iterateNonZero() (Anand Avati via dlyubimov)

  MAHOUT-1529(e): Move dense/sparse matrix test in mapBlock into spark (Anand Avati via dlyubimov)

  MAHOUT-1583: cbind() operator for Scala DRMs (dlyubimov)

  MAHOUT-1541, MAHOUT-1568, MAHOUT-1569: Created text-delimited file I/O traits and classes on spark, a MahoutDriver for a CLI and a ItemSimilairtyDriver using the CLI

  MAHOUT-1573: More explicit parallelism adjustments in math-scala DRM apis; elements of automatic parallelism management (dlyubimov)

  MAHOUT-1580: Optimize getNumNonZeroElements() (ssc)
  
  MAHOUT-1464: Cooccurrence Analysis on Spark (pat)

  MAHOUT-1578: Optimizations in matrix serialization (ssc)

  MAHOUT-1572: blockify() to detect (naively) the data sparsity in the loaded data (dlyubimov)

  MAHOUT-1571: Functional Views are not serialized as dense/sparse correctly (dlyubimov)

  MAHOUT-1566: (Experimental) Regular ALS factorizer with conversion tests, optimizer enhancements and bug fixes (dlyubimov)

  MAHOUT-1537: Minor fixes to spark-shell (Anand Avati via dlyubimov)

  MAHOUT-1529: Finalize abstraction of distributed logical plans from backend operations (dlyubimov)

  MAHOUT-1489: Interactive Scala & Spark Bindings Shell & Script processor (dlyubimov)

  MAHOUT-1346: Spark Bindings (DRM) (dlyubimov)

  MAHOUT-1555: Exception thrown when a test example has the label not present in training examples (Karol Grzegorczyk via smarthi)

  MAHOUT-1446: Create an intro for matrix factorization (Jian Wang via ssc)

  MAHOUT-1480: Clean up website on 20 newsgroups (Andrew Palumbo via ssc)
  
  MAHOUT-1561: cluster-syntheticcontrol.sh not running locally with MAHOUT_LOCAL=true (Andrew Palumbo via ssc)

  MAHOUT-1558: Clean up classify-wiki.sh and add in a binary classification problem (Andrew Palumbo via ssc)

  MAHOUT-1560: Last batch is not filled correctly in MultithreadedBatchItemSimilarities (Jarosław Bojar)

  MAHOUT-1554: Provide more comprehensive classification statistics (Karol Grzegorczyk via ssc)

  MAHOUT-1548: Fix broken links in quickstart webpage (Andrew Palumbo via ssc)

  MAHOUT-1542: Tutorial for playing with Mahout's Spark shell (ssc)

  MAHOUT-1533: Remove Frequent Pattern Mining (ssc)

  MAHOUT-1532: Add solve() function to the Scala DSL (ssc)

  MAHOUT-1530: Custom prompt and welcome message for the Spark Shell (ssc)

  MAHOUT-1527: Fix wikipedia classifier example (Andrew Palumbo via ssc)

  MAHOUT-1526: Ant file in examples (ssc)

  MAHOUT-1523: Remove @author tags in sparkbindings (ssc)

  MAHOUT-1521: lucene2seq - Error trying to load data from stored field (when non-indexed) (Terry Blankers via frankscholten)

  MAHOUT-1520: Fix links in Mahout website documentation (Saleem Ansari via smarthi)

  MAHOUT-1519: Remove StandardThetaTrainer (Andrew Palumbo via ssc)

  MAHOUT-1517: Remove casts to int in ALSWRFactorizer (ssc)
  
  MAHOUT-1513: Deprecate Canopy Clustering (ssc)

  MAHOUT-1511: Renaming core to mrlegacy (frankscholten)

  MAHOUT-1510: Goodbye MapReduce (ssc)

  MAHOUT-1509: Invalid URL in link from "quick start/basics" page (Nick Martin, smarthi)

  MAHOUT-1508: Performance problems with sparse matrices (ssc)

  MAHOUT-1505: structure of clusterdump's JSON output (akm)

  MAHOUT-1504: Enable/fix thetaSummer job in TrainNaiveBayesJob (Andrew Palumbo, smarthi)

  MAHOUT-1503: TestNaiveBayesDriver fails in sequential mode (Andrew Palumbo, smarthi)

  MAHOUT-1502: Update Naive Bayes Webpage to Current Implementation (Andrew Palumbo via ssc)

  MAHOUT-1501: ClusterOutputPostProcessorDriver has private default constructor (ssc)

  MAHOUT-1498: DistributedCache.setCacheFiles in DictionaryVectorizer overwrites jars pushed using oozie (Sergey via ssc)

  MAHOUT-1497: mahout resplit not producing splited files (ssc)

  MAHOUT-1496: Create a website describing the distributed ALS recommender (Jian Wang via ssc)

  MAHOUT-1491: Spectral KMeans Clustering doesn't clean its /tmp dir and fails when seeing it again (smarthi)

  MAHOUT-1488: DisplaySpectralKMeans fails: examples/output/clusteredPoints/part-m-00000 does not exist (Saleem Ansari via smarthi)

  MAHOUT-1483: Organize links in web site navigation bar (akm)

  MAHOUT-1482: Rework quickstart website (Jian Wang via ssc)

  MAHOUT-1476: Cleanup website on Hidden Markov Models (akm)

  MAHOUT-1475: Cleanup website on Naive Bayes (smarthi)

  MAHOUT-1472: Cleanup website on fuzzy kmeans (smarthi)

  MAHOUT-1471: Cleanup website for Canopy clustering (smarthi)

  MAHOUT-1468: Creating a new page for StreamingKMeans documentation on mahout website (Maxim Arap and Pavan Kumar via akm)

  MAHOUT-1467: ClusterClassifier readPolicy leaks file handles (Avi Shinnar, smarthi)

  MAHOUT-1466: Cluster visualization fails to execute (ssc)
  
  MAHOUT-1465: Clean up README (akm)

  MAHOUT-1463: Modify OnlineSummarizers to use the TDigest dependency from Maven Central (tdunning, smarthi)

  MAHOUT-1460: Remove reference to Dirichlet in ClusterIterator (frankscholten)

  MAHOUT-1459: Move Hadoop related code out of CanopyClusterer (frankscholten)

  MAHOUT-1458: Remove KMeansConfigKeys and FuzzyKMeansConfigKeys (frankscholten)

  MAHOUT-1457: Move EigenSeedGenerator into spectral kmeans package (frankscholten)

  MAHOUT-1455: Forkcount config causes JVM crashes during build (frankscholten)

  MAHOUT-1451: Cleaning up the examples for clustering on the website (Gaurav Misra via ssc)

  MAHOUT-1450: Cleaning up clustering documentation on mahout website (Pavan Kumar)

  MAHOUT-1449: Update the Known Issues in Random Forests Page (Manoj Awasthi via ssc)

  MAHOUT-1448: In Random Forest, the training does not support multiple input files. The input dataset must be one single file. (Manoj Awasthi via ssc)

  MAHOUT-1447: ImplicitFeedbackAlternatingLeastSquaresSolver tests and features (Adam Ilardi via ssc)

  MAHOUT-1445: Create an intro for item based recommender (Nick Martin via ssc)

  MAHOUT-1440: Add option to set the RNG seed for inital cluster generation in Kmeans/fKmeans (Andrew Palumbo via ssc)

  MAHOUT-1438: "quickstart" tutorial for building a simple recommender (Maciej Mazur and Steve Cook via ssc)

  MAHOUT-1434: Dead links on the web ste (Kevin Moulart, smarthi)

  MAHOUT-1433: Make SVDRecommender look at all unknown items of a user per default (ssc)

  MAHOUT-1429: Parallelize YtransposeY in ImplicitFeedbackAlternatingLeastSquaresSolver (Adam Ilardi via ssc)

  MAHOUT-1428: Recommending already consumed items (Dodi Hakim via ssc)

  MAHOUT-1425: SGD classifier example with bank marketing dataset. (frankscholten)

  MAHOUT-1420: Add solr-recommender to examples (Pat Ferrel via akm)

  MAHOUT-1419: Random decision forest is excessively slow on numeric features (srowen)

  MAHOUT-1417: Random decision forest implementation fails in Hadoop 2 (srowen)

  MAHOUT-1416: Make access of DecisionForest.read(dataInput) less restricted (Manoj Awasthi via smarthi)
  
  MAHOUT-1415: Clone method on sparse matrices fails if there is an empty row which has not been set explicitly (till.rohrmann via ssc)

  MAHOUT-1413: Rework Algorithms page (ssc)

  MAHOUT-1388: Add command line support and logging for MLP (Yexi Jiang via ssc)

  MAHOUT-1385: Caching Encoders don't cache (Johannes Schulte, Manoj Awasthi via ssc)

  MAHOUT-1356: Ensure unit tests fail fast when writing outside mvn target directory (isabel, smarthi, dweiss, frankscholten, akm)

  MAHOUT-1329: Mahout for hadoop 2 (gcapan, Sergey Svinarchuk)

  MAHOUT-1310: Mahout support windows (Sergey Svinarchuk via ssc)

Release 0.9 - 2014-02-01

  MAHOUT-1387: Create page for release notes (ssc)

  MAHOUT-1411: Random test failures from TDigestTest (smarthi)

  MAHOUT-1410: clusteredPoints do not contain a vector id (smarthi, Andrew Musselman)

  MAHOUT-1409: MatrixVectorView has index check error (tdunning)

  MAHOUT-1402: Zero clusters using streaming k-means option in cluster-reuters.sh (smarthi)

  MAHOUT-1401: Resurrect Frequent Pattern mining (smarthi)

  MAHOUT-1400: Remove references to deprecated and removed algorithms from examples scripts (ssc)

  MAHOUT-1399: Fixed multiple slf4j bindings when running Mahout examples issue (sslavic)

  MAHOUT-1398: FileDataModel should provide a constructor with a delimiterPattern (Roy Guo via ssc)

  MAHOUT-1396: Accidental use of commons-math won't work with next Hadoop 2 release (srowen)

  MAHOUT-1394: Undeprecate Lanczos (ssc)

  MAHOUT-1393: Remove duplicated code from getTopTerms and getTopFeatures in AbstractClusterWriter (Diego Carrion via smarthi)

  MAHOUT-1392: Streaming KMeans should write centroid output to a 'part-r-xxxx' file when executed in sequential mode (smarthi)

  MAHOUT-1390: SVD hangs for certain inputs (tdunning)

  MAHOUT-1389: Complementary Naive Bayes Classifier not getting called when "-c" option is activated (Gouri Shankar Majumdar via smarthi)

  MAHOUT-1384: Executing the MR version of Naive Bayes/CNB of classify_20newgroups.sh fails in seqdirectory step (smarthi)

  MAHOUT-1382: Upgrade Mahout third party jars for 0.9 Release (smarthi)

  MAHOUT-1380: Streaming KMeans fails when executed in Sequential Mode (smarthi)

  MAHOUT-1379: ClusterQualitySummarizer fails with the new T-Digest for clusters with 1 data point (smarthi)

  MAHOUT-1378: Running Random Forest with Ignored features fails when loading feature descriptor from JSON file (Sam Wu via smarthi)

  MAHOUT-1377: Exclude JUnit.jar from tarball (Sergey Svinarchuk via smarthi)

  MAHOUT-1374: Ability to provide input file with userid, itemid pair (Aliaksei Litouka via ssc)

  MAHOUT-1371: Arff loader can misinterpret nominals with integer, real or string (Mansur Iqbal via smarthi)

  MAHOUT-1370: Vectordump doesn't write to output file in MapReduce Mode (smarthi)

  MAHOUT-1368: Convert OnlineSummarizer to use the new TDigest (tdunning)

  MAHOUT-1367: WikipediaXmlSplitter --> Exception in thread "main" java.lang.NullPointerException (smarthi)

  MAHOUT-1364: Upgrade Mahout codebase to Lucene 4.6 (Frank Scholten)

  MAHOUT-1363: Rebase packages in mahout-scala (dlyubimov)

  MAHOUT-1362: Remove examples/bin/build-reuters.sh (smarthi)

  MAHOUT-1361: Online algorithm for computing accurate Quantiles using 1-D clustering (tdunning)

  MAHOUT-1358: StreamingKMeansThread throws IllegalArgumentException when REDUCE_STREAMING_KMEANS is set to true (smarthi)

  MAHOUT-1355: InteractionValueEncoder produces wrong traceDictionary entries (Johannes Schulte via smarthi)

  MAHOUT-1353: Visibility of preparePreferenceMatrix directory location (Pat Ferrel, ssc)

  MAHOUT-1352: Option to change RecommenderJob output format (Pat Ferrel, ssc)

  MAHOUT-1351: Adding DenseVector support to AbstractCluster (David DeBarr via smarthi)

  MAHOUT-1349: Clusterdumper/loadTermDictionary crashes when highest index in (sparse) dictionary vector is larger than dictionary vector size (Andrew Musselman via smarthi)

  MAHOUT-1347: Add Streaming K-Means clustering algorithm to examples/bin/cluster-reuters.sh (smarthi)

  MAHOUT-1345: Enable randomised testing for all Mahout modules (Dawid Weiss, Isabel, sslavic, Frank Scholten, smarthi)

  MAHOUT-1343: JSON output format support in cluster dumper (Telvis Calhoun via sslavic)

  MAHOUT-1333: Fixed examples bin directory permissions in distribution archives (Mike Percy via sslavic)

  MAHOUT-1319: seqdirectory -filter argument silently ignored when run as MR (smarthi)

  MAHOUT-1317: Clarify some of the messages in Preconditions.checkArgument (Nikolai Grinko, smarthi)

  MAHOUT-1314: StreamingKMeansReducer throws NullPointerException when REDUCE_STREAMING_KMEANS is set to true (smarthi)

  MAHOUT-1313: Fixed unwanted integral division bug in RowSimilarityJob downsampling code where precision should have been retained (sslavic)

  MAHOUT-1312: LocalitySensitiveHashSearch does not limit search results (sslavic)

  MAHOUT-1308: Cannot extend CandidateItemsStrategy due to restricted visibility (David Geiger, smarthi)

  MAHOUT-1301: toString() method of SequentialAccessSparseVector has excess comma at the end (Alexander Senov, smarthi)

  MAHOUT-1297: New module for linear algebra scala DSL (dlyubimov)

  MAHOUT-1296: Remove deprecated algorithms (ssc)

  MAHOUT-1295: Excluded all Maven's target directories from distribution archives (sslavic)

  MAHOUT-1294: Cleanup previously installed artifacts from CI server local repository (sslavic)

  MAHOUT-1293: Source distribution tar.gz archive cannot be unpacked on Linux (sslavic)

  MAHOUT-1292: lucene2seq should validate the 'id' field (Frank Scholten via smarthi)

  MAHOUT-1291: MahoutDriver yields cosmetically suboptimal exception when bin/mahout runs without args, on some Hadoop versions (srowen)

  MAHOUT-1290: Issue when running Mahout Recommender Demo (Helder Garay Martins via smarthi)

  MAHOUT-1289: Move downsampling code into RowSimilarityJob (ssc)

  MAHOUT-1287: classifier.sgd.CsvRecordFactory incorrectly parses CSV format (Alex Franchuk via smarthi)

  MAHOUT-1285: Arff loader can misparse string data as double (smarthi)

  MAHOUT-1284: DummyRecordWriter's bug with reused Writables (Maysam Yabandeh via smarthi)

  MAHOUT-1275: Dropped bz2 distribution format for source and binaries (sslavic)

  MAHOUT-1265: Multilayer Perceptron (Yexi Jiang via smarthi)

  MAHOUT-1261: TasteHadoopUtils.idToIndex can return an int that has size Integer.MAX_VALUE (Carl Clark, smarthi)

  MAHOUT-1242: No key redistribution function for associative maps (Tharindu Rusira via smarthi)

  MAHOUT-1030: Regression: Clustered Points Should be WeightedPropertyVectorWritable not WeightedVectorWritable (Andrew Musselman, Pat Ferrel, Jeff Eastman, Lars Norskog, smarthi)

Release 0.8 - 2013-07-25

  MAHOUT-1272: Parallel SGD matrix factorizer for SVDrecommender (Peng Cheng via ssc)

  MAHOUT-1271: classify-20newsgroups.sh fails during the seqdirectory step (smarthi)
  
  MAHOUT-1269: Cleanup deprecated Lucene 3.x API calls in lucene2seq utility unit tests (smarthi)

  MAHOUT-833: Make conversion to sequence files map-reduce (Josh Patterson, smarthi)

  MAHOUT-1268: Wrong output directory for CVB (Mark Wicks via ssc)

  MAHOUT-1264: Performance optimizations in RecommenderJob (ssc)

  MAHOUT-1262: Cleanup LDA code (ssc)

  MAHOUT-1255: Fix for weights in Multinomial sometimes overflowing in BallKMeans (dfilimon)

  MAHOUT-1254: Final round of cleanup for StreamingKMeans (dfilimon)

  MAHOUT-1263: Serialise/Deserialise Lambda value for OnlineLogisticRegression (Mike Davy via smarthi)  

  MAHOUT-1258: Another shot at findbugs and checkstyle (ssc)

  MAHOUT-1253: Add experiment tools for StreamingKMeans, part 1 (dfilimon)

  MAHOUT-884:  Matrix Concatenate Utility (Lance Norskog via smarthi)

  MAHOUT-1250: Deprecate unused algorithms (ssc)

  MAHOUT-1251: Optimize MinHashMapper (ssc)

  MAHOUT-1211: Disabled swallowing of IOExceptions is Closeables.close for writers (dfilimon)

  MAHOUT-1164: Make ARFF integration generate meta-data in JSON format (Marty Kube via ssc)

  MAHOUT-1164: Make ARFF integration generate meta-data in JSON format (Marty Kube via ssc)

  MAHOUT-1163: Make random forest classifier meta-data file human readable (Marty Kube via ssc)

  MAHOUT-1243: Dictionary file format in Lucene-Mahout integration is not in SequenceFileFormat (ssc)

  MAHOUT-974:  org.apache.mahout.cf.taste.hadoop.als.ParallelALSFactorizationJob use integer as userId and itemId (ssc)

  MAHOUT-1052: Add an option to MinHashDriver that specifies the dimension of vector to hash (indexes or values) (Elena Smirnova via smarthi)

  MAHOUT-1237: Total cluster cost isn't computed properly (dfilimon)

  MAHOUT-1196: LogisticModelParameters uses csv.getTargetCategories() even if csv is not used. (Vineet Krishnan via ssc)

  MAHOUT-1224: Add the option of running a StreamingKMeans pass in the Reducer before BallKMeans (dfilimon)

  MAHOUT-993:  Some vector dumper flags are expecting arguments. (Andrew Look via robinanil)

  MAHOUT-1228: Cleanup .gitignore (Stevo Slavic via ssc)

  MAHOUT-1047: CVB hangs after completion (Angel Martinez Gonzalez via smarthi)
  
  MAHOUT-1235: ParallelALSFactorizationJob does not use VectorSumCombiner (ssc)

  MAHOUT-1230: SparceMatrix.clone() is not deep copy (Maysam Yabandeh via tdunning)
  
  MAHOUT-1232: VectorHelper.topEntries() throws a NPE when number of NonZero elements in vector < maxEntries (smarthi)

  MAHOUT-1229: Conf directory content from Mahout distribution archives cannot be unpacked (Stevo Slavic via smarthi)
  
  MAHOUT-1213: SSVD job doesn't clean it's temp dir, and fails when seeing it again (smarthi)

  MAHOUT-1223: Fixed point skipped in StreamingKMeans when iterating through centroids from a reducer (dfilimon)

  MAHOUT-1222: Fix total weight in FastProjectionSearch (dfilimon)

  MAHOUT-1219: Remove LSHSearcher from StreamingKMeansTest. It causes it to sometimes fail (dfilimon)

  MAHOUT-1221: SparseMatrix.viewRow is sometimes readonly. (Maysam Yabandeh via smarthi)

  MAHOUT-1219: Remove LSHSearcher from SearchQualityTest. It causes it to fail, but the failure is not very meaningful (dfilimon)

  MAHOUT-1217: Nearest neighbor searchers sometimes fail to remove points: fix in FastProjectionSearch's searchFirst (dfilimon)

  MAHOUT-1216: Add locality sensitive hashing and a LocalitySensitiveHash searcher (dfilimon)

  MAHOUT-1181: Adding StreamingKMeans MapReduce classes (dfilimon)

  MAHOUT-1212: Incorrect classify-20newsgroups.sh file description (Julian Ortega via smarthi)
   
  MAHOUT-1209: DRY out maven-compiler-plugin configuration (Stevo Slavic via smarthi) 

  MAHOUT-1207: Fix typos in description in parent pom (Stevo Slavic via smarthi)  

  MAHOUT-1199: Improve javadoc comments of mahout-integration (Angel Martinez Gonzalez via smarthi)  

  MAHOUT-1162: Adding BallKMeans and StreamingKMeans clustering algorithms (dfilimon)

  MAHOUT-1205: ParallelALSFactorizationJob should leverage the distributed cache (ssc)

  MAHOUT-1156: Adding nearest neighbor Searchers (dfilimon)

  MAHOUT-1202: Speed up Vector operations (dfilimon)

  MAHOUT-1155: Make MatrixSlice a Vector (and fix Centroid cloning; MAHOUT-1202) (dfilimon)

  MAHOUT-1189: CosineDistanceMeasure doesn't return 0 for two 0 vectors (dfilimon)

  MAHOUT-1180: Multinomial<T> throws ConcurrentModificationException when iterating and setting probabilities (dfilimon)

  MAHOUT-1192: Speed up Vector Operations (robinanil)

  MAHOUT-1191: Cleanup Vector Benchmarks make it less variable (robinanil)

  MAHOUT-1190: SequentialAccessSparseVector function assignment is very slow and other iterator woes (robinanil)

  MAHOUT-1188: Inconsistent reference to Lucene versions in code and POM (smarthi)

  MAHOUT-1161: Unable to run CJKAnalyzer for conversion of a sequence file to sparse vector due to instantiation exception (ssc)

  MAHOUT-1187: Update Commons Lang to Commons Lang3 (smarthi)

  MAHOUT-1184 Another take at pmd, findbugs and checkstyle (ssc)

  MAHOUT-1182: Remove useless append (Dave Brosius via tdunning)

  MAHOUT-1176: Introduce a changelog file to raise contributors attribution (ssc)

  MAHOUT-1108: Allows cluster-reuters.sh example to be executed on a cluster (elmer.garduno via gsingers) 

  MAHOUT-961: Fix issue in decision forest tree visualizer to properly show stems of tree (Ikumasa Mukai via gsingers)

  MAHOUT-944: Create SequenceFiles out of Lucene document storage (no term vectors required) (Frank Scholten, gsingers)

  MAHOUT-958: Fix issue with globs in RepresentativePointsDriver (Adam Baron, Vikram Dixit K, ehgjr via gsingers)

  MAHOUT-1084: Fixed issue with too many clusters in synthetic control example (liutengfei, gsingers)

  MAHOUT-1103: Fixed issue with splitting clusters on Hadoop (Matt Molek, gsingers)

  MAHOUT-1126: Filter out bad META-INF files in job packaging (Pat Ferrel, gsingers)

  MAHOUT-1211: Change deprecated Closeables.closeQuietly calls (smarthi, gsingers, srowen, dlyubimov)