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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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• [SPARK-4562] [MLlib] speedup vector

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  Davies Liu

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  mengxr

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Commits on Nov 21, 2014

• [SPARK-4531] [MLlib] cache serialized java object

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  Davies Liu

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  mengxr

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• [SPARK-4477] [PySpark] remove numpy from RDDSampler

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  Davies Liu

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  mengxr

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Commits on Nov 20, 2014

• [SPARK-4439] [MLlib] add python api for random forest

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  Davies Liu

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  mengxr

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• [SPARK-4228][SQL] SchemaRDD to JSON

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  dwmclary

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  marmbrus

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  b8e6886

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Commits on Nov 19, 2014

• [SPARK-4384] [PySpark] improve sort spilling

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  Davies Liu

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  JoshRosen

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  73c8ea8

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• [DOC][PySpark][Streaming] Fix docstring for sphinx

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  giwa

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  tdas

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  9b7bbce

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• [SPARK-4327] [PySpark] Python API for RDD.randomSplit()

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  Davies Liu

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  mengxr

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• [SPARK-3721] [PySpark] broadcast objects larger than 2G

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  Davies Liu

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  JoshRosen

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Commits on Nov 18, 2014

• [SPARK-4306] [MLlib] Python API for LogisticRegressionWithLBFGS

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  Davies Liu

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  mengxr

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• [SPARK-4396] allow lookup by index in Python's Rating

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  mengxr

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• [SPARK-4435] [MLlib] [PySpark] improve classification

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  Davies Liu

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  mengxr

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Commits on Nov 15, 2014

• [SPARK-4415] [PySpark] JVM should exit after Python exit

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  Davies Liu

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  Andrew Or

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  7fe08b4

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Commits on Nov 14, 2014

• [SPARK-4398][PySpark] specialize sc.parallelize(xrange)

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  mengxr

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Commits on Nov 13, 2014

• [SPARK-4372][MLLIB] Make LR and SVM's default parameters consistent in Scala and Python

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  mengxr

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• [SPARK-4348] [PySpark] [MLlib] rename random.py to rand.py

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  Davies Liu

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  mengxr

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Commits on Nov 12, 2014

• [SPARK-4369] [MLLib] fix TreeModel.predict() with RDD

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  Davies Liu

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  mengxr

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Commits on Nov 11, 2014

• [SPARK-4324] [PySpark] [MLlib] support numpy.array for all MLlib API

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  Davies Liu

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  mengxr

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Commits on Nov 8, 2014

• [MLLIB] [PYTHON] SPARK-4221: Expose nonnegative ALS in the python API

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  Michelangelo D'Agostino

  authored and

  mengxr

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  7e9d975

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• [SPARK-4304] [PySpark] Fix sort on empty RDD

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  Davies Liu

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  JoshRosen

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Commits on Nov 6, 2014

• [SPARK-4186] add binaryFiles and binaryRecords in Python

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  Davies Liu

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  mateiz

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Commits on Nov 5, 2014

• [SPARK-3964] [MLlib] [PySpark] add Hypothesis test Python API

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  Davies Liu

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  mengxr

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Commits on Nov 4, 2014

• [SPARK-3886] [PySpark] simplify serializer, use AutoBatchedSerializer by default.

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  Davies Liu

  authored and

  JoshRosen

  committed
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• [SPARK-3573][MLLIB] Make MLlib's Vector compatible with SQL's SchemaRDD

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  mengxr

  committed
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• [SPARK-4192][SQL] Internal API for Python UDT

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  mengxr

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  04450d1

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Commits on Nov 3, 2014

• [SPARK-3594] [PySpark] [SQL] take more rows to infer schema or sampling

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  davies

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  marmbrus

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• [SPARK-4148][PySpark] fix seed distribution and add some tests for rdd.sample

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  mengxr

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Commits on Nov 2, 2014

• [SPARK-3930] [SPARK-3933] Support fixed-precision decimal in SQL, and some optimizations

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  mateiz

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  marmbrus

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Commits on Nov 1, 2014

• [SPARK-3569][SQL] Add metadata field to StructField

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  mengxr

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  marmbrus

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  1d4f355

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Commits on Oct 31, 2014

• [SPARK-3870] EOL character enforcement

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  sarutak

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  JoshRosen

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• [SPARK-4150][PySpark] return self in rdd.setName

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  mengxr

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  JoshRosen

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  f1e7361

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• [SPARK-3826][SQL]enable hive-thriftserver to support hive-0.13.1

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  scwf

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  marmbrus

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  7c41d13

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