ChangeLog.html

myui Mon, 05 Mar 2018 00:17:28 -0800

Author: myui
Date: Mon Mar  5 08:17:11 2018
New Revision: 25406

Log:
Added ChangeLog of Hivemall 0.5.0-incubating


Added:
    release/incubator/hivemall/0.5.0-incubating/ChangeLog.html

Added: release/incubator/hivemall/0.5.0-incubating/ChangeLog.html
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+<body>
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+<h1>        Release Notes - Hivemall - Version 0.5.0</h1>
+    
+<h2>        Sub-task
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-1'>HIVEMALL-1</a>] -       
  Host a brand web site of Hivemall
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-4'>HIVEMALL-4</a>] -       
  Implement contribution guideline
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-6'>HIVEMALL-6</a>] -       
  Move master repository from github to apache git repository
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-9'>HIVEMALL-9</a>] -       
  IP-clearance (collect I-CLA and SGA)
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-10'>HIVEMALL-10</a>] -     
    Setup the ASF jira
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-12'>HIVEMALL-12</a>] -     
    Update License headers and LICENSE/NOTICE files
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-17'>HIVEMALL-17</a>] -     
    Support SLIM for Top-K Recommendation of Implicit Feedback Dataset
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-18'>HIVEMALL-18</a>] -     
    Support approx_distinct_count UDAF using HyperLogLog
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-19'>HIVEMALL-19</a>] -     
    Support DIMSUM for approx all-pairs similarity computation
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-41'>HIVEMALL-41</a>] -     
    Add documentation about ChangeFinder and SST
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-50'>HIVEMALL-50</a>] -     
    Add a description about Polynomial Feature Expansion
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-59'>HIVEMALL-59</a>] -     
    Add documentation about l2_normalize function
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-101'>HIVEMALL-101</a>] -   
      Separate optimizer implementation
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-113'>HIVEMALL-113</a>] -   
      Write DIMSUM + MovieLens tutorial
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-116'>HIVEMALL-116</a>] -   
      Add documentation about SQL in Spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-155'>HIVEMALL-155</a>] -   
      [DOC] Release guide for Apache release
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-156'>HIVEMALL-156</a>] -   
      Use mvn versions plugin to update Hivemall versions
+</li>
+</ul>
+        
+<h2>        Bug
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-13'>HIVEMALL-13</a>] -     
    Fail to building xgboost due to unbound variable HIVEMALL_HOME
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-28'>HIVEMALL-28</a>] -     
    Failed to copying ./lib/libxgboost4j.*  due to unbound variable 
HIVEMALL_HOME
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-32'>HIVEMALL-32</a>] -     
    Print explicit error messages in building xgboost with clang
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-34'>HIVEMALL-34</a>] -     
    Fix a bug to wrongly use mllib vectors in some functions
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-42'>HIVEMALL-42</a>] -     
    [DOC] Fix the link to license file in README.md
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-52'>HIVEMALL-52</a>] -     
    Support spark-sql to execute source define-all.hive, 
define-additional.hive, define-all.deprecated.hive
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-53'>HIVEMALL-53</a>] -     
    Unnecessary exception for ChangeFinder2D
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-65'>HIVEMALL-65</a>] -     
    Update define-all.spark and import-packages.spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-72'>HIVEMALL-72</a>] -     
    Fix rescale UDF behavior to return range [0.0,1.0]
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-76'>HIVEMALL-76</a>] -     
    [SPARK] each_top_k behavior on Spark is wrong
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-80'>HIVEMALL-80</a>] -     
    Fix evaluation UDAFs incorrect lines
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-83'>HIVEMALL-83</a>] -     
    Wrong getV() argument on ffm_predict
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-90'>HIVEMALL-90</a>] -     
    Refine incomplete AUC (classification) implementation
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-93'>HIVEMALL-93</a>] -     
    Fix typo which creates an incorrect logger
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-94'>HIVEMALL-94</a>] -     
    Fail to exec several build scripts
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-100'>HIVEMALL-100</a>] -   
      Fail to build by bin/build.sh
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-109'>HIVEMALL-109</a>] -   
      Fix multi-byte chars &amp; encoding related issue on LDA/pLSA UDFs
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-112'>HIVEMALL-112</a>] -   
      Handle NULL input for TokenizeUDF
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-115'>HIVEMALL-115</a>] -   
      Fix ranking AUC for all TP/FP recommendation
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-119'>HIVEMALL-119</a>] -   
      Fail to use xgboost on Hive
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-140'>HIVEMALL-140</a>] -   
      Rename precision UDAF because it is reserved keyword of Hive
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-157'>HIVEMALL-157</a>] -   
      Null Pointer Exception in to_ordered_list UDAF for empty (partial) result
+</li>
+</ul>
+            
+<h2>        New Feature
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-22'>HIVEMALL-22</a>] -     
    Review and merge pending Pull Requests before entering Incubator
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-44'>HIVEMALL-44</a>] -     
    Support Top-K joins for DataFrame/Spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-61'>HIVEMALL-61</a>] -     
    Support a function to convert a comma-separated string into typed data and 
vice versa
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-64'>HIVEMALL-64</a>] -     
    Add rownum() UDF
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-74'>HIVEMALL-74</a>] -     
    Implement pLSA algorithm
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-78'>HIVEMALL-78</a>] -     
    AUC UDAF for BinaryClassificationMetrics
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-91'>HIVEMALL-91</a>] -     
    Implement Online LDA
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-96'>HIVEMALL-96</a>] -     
    Support GeoSpatial (lat/long ops) functions
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-108'>HIVEMALL-108</a>] -   
      Support `-iter` option in generic regressor/classifier
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-122'>HIVEMALL-122</a>] -   
      Added tokenize_cn UDF based upon SmartChineseAnalyzer
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-138'>HIVEMALL-138</a>] -   
      Implement to_top_k_ordered_map
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-142'>HIVEMALL-142</a>] -   
      Implement SingularizeUDF for English singular-ization
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-146'>HIVEMALL-146</a>] -   
      Implement yet another UDF to generate n-grams from a list of words
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-147'>HIVEMALL-147</a>] -   
      Support all Hivemall functions of v0.5-rc.1 in Spark Dataframe 
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-154'>HIVEMALL-154</a>] -   
      Refactor Field-aware Factorization Machines to support Instance-wise L2 
normalization
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-162'>HIVEMALL-162</a>] -   
      Support `l1_normalize` for feature vector
+</li>
+</ul>
+    
+<h2>        Improvement
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-2'>HIVEMALL-2</a>] -       
  Change maven release scheme
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-3'>HIVEMALL-3</a>] -       
  Move wiki documentation into GitBook
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-11'>HIVEMALL-11</a>] -     
    Enable scala checkstyle in the spark module
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-14'>HIVEMALL-14</a>] -     
    Build instruction including xgboost library
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-23'>HIVEMALL-23</a>] -     
    Introduce useful Java Annotations
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-29'>HIVEMALL-29</a>] -     
    Add github pull request template
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-31'>HIVEMALL-31</a>] -     
    Upgrade Spark to 2.1.0
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-35'>HIVEMALL-35</a>] -     
    Remove unnecessary implicit conversions from Scala literal values to Column
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-36'>HIVEMALL-36</a>] -     
    Refactor each_top_k
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-37'>HIVEMALL-37</a>] -     
    Support a SST-based change-point detector in DataFrame/Spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-38'>HIVEMALL-38</a>] -     
    Support change-finder UDFs in DataFrame/Spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-39'>HIVEMALL-39</a>] -     
    Put the logical plan nodes of Hive UDFs in one file
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-40'>HIVEMALL-40</a>] -     
    Load xgboost-formatted data via Java ServiceLoader
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-45'>HIVEMALL-45</a>] -     
    Upgrade spark-v2.0.0 to v-2.0.2 (Latest)
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-47'>HIVEMALL-47</a>] -     
    Support codegen for ShuffledHashJoinTopKExec
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-54'>HIVEMALL-54</a>] -     
    Add a easy-to-use script for spark-shell
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-55'>HIVEMALL-55</a>] -     
    Drop off the Spark v1.6 support before next HIvemall GA release
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-71'>HIVEMALL-71</a>] -     
    Handle null values in RescaleUDF.java
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-75'>HIVEMALL-75</a>] -     
    Support Sparse Vector Format as the input of RandomForest
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-77'>HIVEMALL-77</a>] -     
    Support CSRMatrix and DenseMatrix
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-84'>HIVEMALL-84</a>] -     
    Add docker support
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-86'>HIVEMALL-86</a>] -     
    Change Hadoop version dependencies to v2.4.0
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-87'>HIVEMALL-87</a>] -     
    [DOC] Add issues mailing list to the web site
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-88'>HIVEMALL-88</a>] -     
    Support a function to flatten a nested schema
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-89'>HIVEMALL-89</a>] -     
    Support to_csv/from_csv in HivemallOps
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-92'>HIVEMALL-92</a>] -     
    Typos in UDAFToOrderedMap
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-103'>HIVEMALL-103</a>] -   
      Upgrading spark-v2.1.0 to v2.1.1
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-120'>HIVEMALL-120</a>] -   
      Refactor on LDA/pLSA&#39;s mini-batch &amp; buffered iteration logic
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-124'>HIVEMALL-124</a>] -   
      NDCG - BinaryResponseMeasure &quot;fix&quot;
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-127'>HIVEMALL-127</a>] -   
      Create tree_predict_v1 for RandomForest model backward compatibility
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-130'>HIVEMALL-130</a>] -   
      Support user-defined dictionary for `tokenize_ja`
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-132'>HIVEMALL-132</a>] -   
      Generalize f1score UDAF to support any Beta value
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-133'>HIVEMALL-133</a>] -   
      Support spark-v2.2 in the hivemalls-spark module
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-136'>HIVEMALL-136</a>] -   
      Support train_classifier and train_regressor for Spark
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-149'>HIVEMALL-149</a>] -   
      Add script for updating resources/ddl/define-*
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-151'>HIVEMALL-151</a>] -   
      Support Matrix conversion from DoK to CSR/CSC matrix
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-164'>HIVEMALL-164</a>] -   
      Include the LICENSE and NOTICE files of Apache Hivemall project into the 
jar files
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-167'>HIVEMALL-167</a>] -   
      [SPARK] Avoid using -profile for Spark module and Make spark-2.0/2.1/2.2 
and spark-common as the submodule of hivemall-spark
+</li>
+</ul>
+        
+<h2>        Wish
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-148'>HIVEMALL-148</a>] -   
      Create merge pull-request script
+</li>
+</ul>
+    
+<h2>        Task
+</h2>
+<ul>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-5'>HIVEMALL-5</a>] -       
  Create source code formatting guideline
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-21'>HIVEMALL-21</a>] -     
    [Umbrella] Release Hivemall v0.5.0
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-81'>HIVEMALL-81</a>] -     
    Document ranking measures
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-82'>HIVEMALL-82</a>] -     
    Add ranking measures to define-*.hive
+</li>
+<li>[<a 
href='https://issues.apache.org/jira/browse/HIVEMALL-98'>HIVEMALL-98</a>] -     
    Documentation about feature_binning
+</li>
+</ul>
+
+</body>
+</html>
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svn commit: r25406 - /release/incubator/hivemall/0.5.0-incubating/ChangeLog.html

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