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Commits on Jun 28, 2018

• [SPARK-24439][ML][PYTHON] Add distanceMeasure to BisectingKMeans in PySpark

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  huaxingao

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  BryanCutler

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• [SPARK-23120][PYSPARK][ML] Add basic PMML export support to PySpark

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• [SPARK-14712][ML] LogisticRegressionModel.toString should summarize model

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  jiayue-zhang

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  holdenk

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Commits on Jun 27, 2018

• [SPARK-24215][PYSPARK][FOLLOW UP] Implement eager evaluation for DataFrame APIs in PySpark

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  xuanyuanking

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  gatorsmile

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Commits on Jun 24, 2018

• [SPARK-24324][PYTHON] Pandas Grouped Map UDF should assign result columns by name

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  BryanCutler

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  HyukjinKwon

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Commits on Jun 22, 2018

• [SPARK-23934][SQL] Adding map_from_entries function

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  mn-mikke

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  ueshin

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Commits on Jun 21, 2018

• [SPARK-24614][PYSPARK] Fix for SyntaxWarning on tests.py

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  rekhajoshm

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  HyukjinKwon

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• [SPARK-23912][SQL] add array_distinct

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  huaxingao

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  ueshin

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Commits on Jun 19, 2018

• [SPARK-24565][SS] Add API for in Structured Streaming for exposing output rows of each microbatch as a DataFrame

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  tdas

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  zsxwing

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Commits on Jun 18, 2018

• [SPARK-23772][SQL] Provide an option to ignore column of all null values or empty array during JSON schema inference

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  maropu

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  HyukjinKwon

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Commits on Jun 15, 2018

• [SPARK-24396][SS][PYSPARK] Add Structured Streaming ForeachWriter for python

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  tdas

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• [PYTHON] Fix typo in serializer exception

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  rberenguel

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  HyukjinKwon

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Commits on Jun 14, 2018

• [SPARK-24543][SQL] Support any type as DDL string for from_json's schema

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  MaxGekk

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  cloud-fan

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• [SPARK-24563][PYTHON] Catch TypeError when testing existence of HiveConf when creating pysp…

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  icexelloss

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  Marcelo Vanzin

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Commits on Jun 13, 2018

• [SPARK-22239][SQL][PYTHON] Enable grouped aggregate pandas UDFs as window functions with unbounded window frames

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  icexelloss

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  HyukjinKwon

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Commits on Jun 12, 2018

• [SPARK-23933][SQL] Add map_from_arrays function

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  kiszk

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  ueshin

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• [SPARK-23931][SQL] Adds arrays_zip function to sparksql

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  DylanGuedes

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  ueshin

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• [SPARK-15064][ML] Locale support in StopWordsRemover

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  dongjinleekr

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  mengxr

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Commits on Jun 11, 2018

• [SPARK-19826][ML][PYTHON] add spark.ml Python API for PIC

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  huaxingao

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  mengxr

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• [SPARK-23754][PYTHON][FOLLOWUP] Move UDF stop iteration wrapping from driver to executor

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  e-dorigatti

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  HyukjinKwon

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Commits on Jun 8, 2018

• [SPARK-17756][PYTHON][STREAMING] Workaround to avoid return type mismatch in PythonTransformFunction

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  HyukjinKwon

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• [SPARK-24477][SPARK-24454][ML][PYTHON] Imports submodule in ml/__init__.py and add ImageSchema into __all__

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  HyukjinKwon

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  mengxr

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Commits on Jun 5, 2018

• [SPARK-16451][REPL] Fail shell if SparkSession fails to start.

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  Marcelo Vanzin

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  HyukjinKwon

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• [SPARK-24215][PYSPARK] Implement _repr_html_ for dataframes in PySpark

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  xuanyuanking

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  HyukjinKwon

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Commits on Jun 4, 2018

• [SPARK-23786][SQL] Checking column names of csv headers

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  MaxGekk

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  gatorsmile

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Commits on Jun 1, 2018

• [SPARK-23920][SQL] add array_remove to remove all elements that equal element from array

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  huaxingao

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  ueshin

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• [SPARK-24444][DOCS][PYTHON] Improve Pandas UDF docs to explain column assignment

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  BryanCutler

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  HyukjinKwon

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Commits on May 31, 2018

• [SPARK-24397][PYSPARK] Added TaskContext.getLocalProperty(key) in Python

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  tdas

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• [SPARK-24146][PYSPARK][ML] spark.ml parity for sequential pattern mining - PrefixSpan: Python API

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  WeichenXu123

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  mengxr

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Commits on May 30, 2018

• [SPARK-23161][PYSPARK][ML] Add missing APIs to Python GBTClassifier

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  huaxingao

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  BryanCutler

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• [SPARK-23754][PYTHON] Re-raising StopIteration in client code

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  e-dorigatti

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  HyukjinKwon

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Commits on May 28, 2018

• [SPARK-24392][PYTHON] Label pandas_udf as Experimental

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  BryanCutler

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  HyukjinKwon

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Commits on May 21, 2018

• [SPARK-23935][SQL] Adding map_entries function

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  mn-mikke

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  ueshin

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• [SPARK-24242][SQL] RangeExec should have correct outputOrdering and outputPartitioning

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  viirya

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  HyukjinKwon

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Commits on May 18, 2018

• [SPARK-24303][PYTHON] Update cloudpickle to v0.4.4

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  HyukjinKwon

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  BryanCutler

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