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Commits on Mar 23, 2019

• [SPARK-23643][CORE][SQL][ML] Shrinking the buffer in hashSeed up to size of the seed parameter

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  MaxGekk

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Commits on Mar 21, 2019

• [SPARK-27163][PYTHON] Cleanup and consolidate Pandas UDF functionality

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  BryanCutler

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  HyukjinKwon

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Commits on Mar 20, 2019

• [SPARK-27099][SQL] Add 'xxhash64' for hashing arbitrary columns to Long

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  huonw

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Commits on Mar 19, 2019

• [SPARK-26979][PYTHON][FOLLOW-UP] Make binary math/string functions take string as columns as well

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Commits on Mar 17, 2019

• [SPARK-26979][PYTHON] Add missing string column name support for some SQL functions

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  amello-palantir

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Commits on Mar 16, 2019

• [SPARK-27096][SQL][FOLLOWUP] Do the correct validation of join types in R side and fix join docs for scala, python and r

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  dilipbiswal

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  HyukjinKwon

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Commits on Mar 12, 2019

• [SPARK-27041][PYSPARK] Use imap() for python 2.x to resolve oom issue

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Commits on Mar 11, 2019

• [SPARK-26860][PYSPARK][SPARKR] Fix for RangeBetween and RowsBetween docs to be in sync with spark documentation

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  Jagadesh Kiran

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• [SPARK-26856][PYSPARK] Python support for from_avro and to_avro APIs

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  gaborgsomogyi

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  HyukjinKwon

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Commits on Mar 10, 2019

• [SPARK-27102][R][PYTHON][CORE] Remove the references to Python's Scala codes in R's Scala codes

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  HyukjinKwon

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Commits on Mar 9, 2019

• [SPARK-27101][PYTHON] Drop the created database after the test in test_session

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  sandeep-katta

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  HyukjinKwon

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Commits on Mar 7, 2019

• [SPARK-23836][PYTHON] Add support for StructType return in Scalar Pandas UDF

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  BryanCutler

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• [MINOR][DOC] Updated PySpark Binarizer docstring to match Scala's.

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  brookewenig

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Commits on Mar 6, 2019

• [SPARK-26981][MLLIB] Add 'Recall_at_k' metric to RankingMetrics

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  masa3141

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Commits on Mar 4, 2019

• [SPARK-26016][DOCS] Clarify that text DataSource read/write, and RDD methods that read text, always use UTF-8

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  srowen

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Commits on Mar 2, 2019

• [SPARK-27007][PYTHON] add rawPrediction to OneVsRest in PySpark

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  huaxingao

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Commits on Feb 28, 2019

• [SPARK-19591][ML][PYSPARK][FOLLOWUP] Add sample weights to decision trees

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  zhengruifeng

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Commits on Feb 27, 2019

• [SPARK-27000][PYTHON] Upgrades cloudpickle to v0.8.0

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  HyukjinKwon

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• [SPARK-26803][PYTHON] Add sbin subdirectory to pyspark

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  oulenz

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• [SPARK-26449][PYTHON] Add transform method to DataFrame API

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  Hellsen83

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Commits on Feb 25, 2019

• [SPARK-24103][ML][MLLIB] ML Evaluators should use weight column - added weight column for binary classification evaluator

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  imatiach-msft

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Commits on Feb 23, 2019

• [SPARK-26945][PYTHON][SS][TESTS] Fix flaky test_*_await_termination in PySpark SS tests

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  HyukjinKwon

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Commits on Feb 21, 2019

• [DOCS] MINOR Complement the document of stringOrderType for StringIndexer in PySpark

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  viirya

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  holdenk

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Commits on Feb 20, 2019

• [SPARK-22798][PYTHON][ML] Add multiple column support to PySpark StringIndexer

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  huaxingao

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Commits on Feb 18, 2019

• [SPARK-26887][SQL][PYTHON][NS] Create datetime.date directly instead of creating datetime64 as intermediate data.

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  ueshin

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  HyukjinKwon

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Commits on Feb 16, 2019

• [SPARK-21094][PYTHON] Add popen_kwargs to launch_gateway

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  parente

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  holdenk

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Commits on Feb 13, 2019

• [SPARK-26864][SQL] Query may return incorrect result when python udf is used as a join condition and the udf uses attributes from both legs of left semi join.

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  dilipbiswal

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Commits on Feb 10, 2019

• [SPARK-26822] Upgrade the deprecated module 'optparse'

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  cchung100m

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Commits on Feb 8, 2019

• [SPARK-26185][PYTHON] add weightCol in python MulticlassClassificationEvaluator

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  huaxingao

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  holdenk

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Commits on Feb 2, 2019

• [SPARK-18161][PYTHON] Update cloudpickle to v0.6.1

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• [SPARK-26771][CORE][GRAPHX] Make .unpersist(), .destroy() consistently non-blocking by default

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Commits on Feb 1, 2019

• [SPARK-26754][PYTHON] Add hasTrainingSummary to replace duplicate code in PySpark

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  huaxingao

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• [SPARK-7721][INFRA] Run and generate test coverage report from Python via Jenkins

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  HyukjinKwon

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  shaneknapp

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Commits on Jan 30, 2019

• [SPARK-26776][PYTHON] Reduce Py4J communication cost in PySpark's execution barrier check

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  HyukjinKwon

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  cloud-fan

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Commits on Jan 29, 2019

• [SPARK-26566][PYTHON][SQL] Upgrade Apache Arrow to version 0.12.0

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  BryanCutler

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  HyukjinKwon

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