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Commits on Jan 30, 2015

• [SPARK-5094][MLlib] Add Python API for Gradient Boosted Trees

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  Kazuki Taniguchi

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  mengxr

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• [SPARK-5464] Fix help() for Python DataFrame instances

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  JoshRosen

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  rxin

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Commits on Jan 29, 2015

• [SPARK-5445][SQL] Consolidate Java and Scala DSL static methods.

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  rxin

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• [SPARK-5477] refactor stat.py

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  mengxr

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• [SPARK-5445][SQL] Made DataFrame dsl usable in Java

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  rxin

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• [SPARK-5430] move treeReduce and treeAggregate from mllib to core

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  mengxr

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• [SPARK-4586][MLLIB] Python API for ML pipeline and parameters

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  mengxr

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Commits on Jan 28, 2015

• [SPARK-4387][PySpark] Refactoring python profiling code to make it extensible

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  Yandu Oppacher

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  JoshRosen

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• [SPARK-5440][pyspark] Add toLocalIterator to pyspark rdd

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  mnazbro

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  JoshRosen

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• SPARK-5458. Refer to aggregateByKey instead of combineByKey in docs

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  sryza

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  pwendell

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• [SPARK-5361]Multiple Java RDD <-> Python RDD conversions not working correctly

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  Winston Chen

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  JoshRosen

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• [SPARK-5097][SQL] DataFrame

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  rxin

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Commits on Jan 24, 2015

• [SPARK-5063] More helpful error messages for several invalid operations

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  JoshRosen

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Commits on Jan 21, 2015

• [SPARK-4749] [mllib]: Allow initializing KMeans clusters using a seed

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  str-janus

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  mengxr

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Commits on Jan 20, 2015

• SPARK-5270 [CORE] Provide isEmpty() function in RDD API

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  srowen

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  pwendell

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Commits on Jan 17, 2015

• [SPARK-5193][SQL] Remove Spark SQL Java-specific API.

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  rxin

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Commits on Jan 16, 2015

• [SPARK-5274][SQL] Reconcile Java and Scala UDFRegistration.

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  rxin

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Commits on Jan 15, 2015

• [SPARK-5224] [PySpark] improve performance of parallelize list/ndarray

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  Davies Liu

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  JoshRosen

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Commits on Jan 14, 2015

• [SPARK-2909] [MLlib] [PySpark] SparseVector in pyspark now supports indexing

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  MechCoder

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  mengxr

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Commits on Jan 13, 2015

• [SPARK-5223] [MLlib] [PySpark] fix MapConverter and ListConverter in MLlib

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  Davies Liu

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  mengxr

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• [SPARK-5138][SQL] Ensure schema can be inferred from a namedtuple

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  mulby

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  marmbrus

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Commits on Jan 8, 2015

• [SPARK-4891][PySpark][MLlib] Add gamma/log normal/exp dist sampling to P...

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  rnowling

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  mengxr

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Commits on Jan 5, 2015

• [SPARK-5089][PYSPARK][MLLIB] Fix vector convert

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  freeman-lab

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  mengxr

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Commits on Jan 2, 2015

• [SPARK-3325][Streaming] Add a parameter to the method print in class DStream

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  watermen

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  tdas

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Commits on Dec 27, 2014

• [SPARK-4501][Core] - Create build/mvn to automatically download maven/zinc/scalac

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  Brennon York

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  pwendell

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Commits on Dec 24, 2014

• [SPARK-4860][pyspark][sql] speeding up `sample()` and `takeSample()`

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  jbencook

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  JoshRosen

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Commits on Dec 18, 2014

• [SPARK-4822] Use sphinx tags for Python doc annotations

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  Lewuathe

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  mengxr

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Commits on Dec 17, 2014

• [SPARK-4821] [mllib] [python] [docs] Fix for pyspark.mllib.rand doc

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  jkbradley

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  mengxr

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• [SPARK-4866] support StructType as key in MapType

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  Davies Liu

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  marmbrus

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Commits on Dec 16, 2014

• [SPARK-4855][mllib] testing the Chi-squared hypothesis test

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  jbencook

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  mengxr

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• [SPARK-4841] fix zip with textFile()

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  Davies Liu

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  JoshRosen

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Commits on Dec 15, 2014

• [SPARK-4494][mllib] IDFModel.transform() add support for single vector

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  yu-iskw

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  mengxr

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Commits on Dec 4, 2014

• [SPARK-4580] [SPARK-4610] [mllib] [docs] Documentation for tree ensembles + DecisionTree API fix

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  jkbradley

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  mengxr

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Commits on Nov 25, 2014

• [SPARK-4548] []SPARK-4517] improve performance of python broadcast

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  Davies Liu

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  JoshRosen

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• [SPARK-4578] fix asDict() with nested Row()

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  Davies Liu

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  pwendell

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