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Commits on Nov 4, 2015

• [SPARK-11489][SQL] Only include common first order statistics in GroupedData

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Commits on Nov 3, 2015

• [SPARK-11467][SQL] add Python API for stddev/variance

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  Davies Liu

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  rxin

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• [SPARK-10592] [ML] [PySpark] Deprecate weights and use coefficients instead in ML models

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  vectorijk

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  DB Tsai

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• [SPARK-10286][ML][PYSPARK][DOCS] Add @since annotation to pyspark.ml.param and pyspark.ml.*

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  lidinghao

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  mengxr

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Commits on Nov 2, 2015

• [SPARK-11358][MLLIB] deprecate runs in k-means

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• [SPARK-11437] [PYSPARK] Don't .take when converting RDD to DataFrame with provided schema

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  Jason White

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  davies

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Commits on Oct 29, 2015

• [SPARK-11322] [PYSPARK] Keep full stack trace in captured exception

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  viirya

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  davies

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Commits on Oct 28, 2015

• [SPARK-11292] [SQL] Python API for text data source

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  rxin

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  yhuai

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• [SPARK-11367][ML][PYSPARK] Python LinearRegression should support setting solver

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  yanboliang

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  mengxr

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• [SPARK-11302][MLLIB] 2) Multivariate Gaussian Model with Covariance matrix returns incorrect answer in some cases

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  srowen

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  mengxr

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Commits on Oct 27, 2015

• [SPARK-10024][PYSPARK] Python API RF and GBT related params clear up

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  vectorijk

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  mengxr

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• [SPARK-6488][MLLIB][PYTHON] Support addition/multiplication in PySpark's BlockMatrix

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  dusenberrymw

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  mengxr

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• [SPARK-11270][STREAMING] Add improved equality testing for TopicAndPartition from the Kafka Streaming API

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  ontarionick

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  tdas

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• [SPARK-10271][PYSPARK][MLLIB] Added @since tags to pyspark.mllib.clustering

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  noel-smith

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  mengxr

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Commits on Oct 26, 2015

• [SPARK-11279][PYSPARK] Add DataFrame#toDF in PySpark

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  zjffdu

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  rxin

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Commits on Oct 23, 2015

• [SPARK-10277] [MLLIB] [PYSPARK] Add @since annotation to pyspark.mllib.regression

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  yu-iskw

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  mengxr

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Commits on Oct 22, 2015

• [SPARK-7021] Add JUnit output for Python unit tests

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  gliptak

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  davies

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Commits on Oct 21, 2015

• [SPARK-11205][PYSPARK] Delegate to scala DataFrame API rather than p…

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  zjffdu

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  rxin

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• [MINOR][ML] fix doc warnings

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  mengxr

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Commits on Oct 20, 2015

• [SPARK-10767][PYSPARK] Make pyspark shared params codegen more consistent

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  holdenk

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  mengxr

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• [SPARK-10269][PYSPARK][MLLIB] Add @since annotation to pyspark.mllib.classification

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  noel-smith

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  mengxr

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• [SPARK-10272][PYSPARK][MLLIB] Added @since tags to pyspark.mllib.evaluation

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  noel-smith

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  mengxr

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• [SPARK-10447][SPARK-3842][PYSPARK] upgrade pyspark to py4j0.9

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  holdenk

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  JoshRosen

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Commits on Oct 19, 2015

• [SPARK-11114][PYSPARK] add getOrCreate for SparkContext/SQLContext in Python

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  Davies Liu

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  Andrew Or

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• [SPARK-7018][BUILD] Refactor dev/run-tests-jenkins into Python

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  Brennon York

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  JoshRosen

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Commits on Oct 18, 2015

• [SPARK-11158][SQL] Modified _verify_type() to be more informative on Errors by presenting the Object

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  Mahmoud Lababidi

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  JoshRosen

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Commits on Oct 17, 2015

• [SPARK-10185] [SQL] Feat sql comma separated paths

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  koertkuipers

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  davies

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Commits on Oct 16, 2015

• [SPARK-11084] [ML] [PYTHON] Check if index can contain non-zero value before binary search

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  zero323

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  jkbradley

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• [SPARK-11050] [MLLIB] PySpark SparseVector can return wrong index in e…

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  bhargav

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  jkbradley

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Commits on Oct 13, 2015

• [PYTHON] [MINOR] List modules in PySpark tests when given bad name

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  jkbradley

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  davies

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Commits on Oct 12, 2015

• [SPARK-8170] [PYTHON] Add signal handler to trap Ctrl-C in pyspark and cancel all running jobs

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  Ashwin Shankar

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  davies

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Commits on Oct 9, 2015

• [SPARK-10535] Sync up API for matrix factorization model between Scala and PySpark

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  Vladimir Vladimirov

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  davies

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• [SPARK-10959] [PYSPARK] StreamingLogisticRegressionWithSGD does not train with given regParam and convergenceTol parameters

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  BryanCutler

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  mengxr

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• [SPARK-10973] [ML] [PYTHON] __gettitem__ method throws IndexError exception when we…

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  zero323

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  jkbradley

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Commits on Oct 8, 2015

• [SPARK-9774] [ML] [PYSPARK] Add python api for ml regression isotonicregression

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  holdenk

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  jkbradley

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