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Commits on Nov 7, 2017

• [SPARK-22417][PYTHON] Fix for createDataFrame from pandas.DataFrame with timestamp

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  BryanCutler

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  cloud-fan

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Commits on Nov 4, 2017

• [SPARK-22437][PYSPARK] default mode for jdbc is wrongly set to None

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  mgaido91

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  HyukjinKwon

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Commits on Nov 2, 2017

• [SPARK-22369][PYTHON][DOCS] Exposes catalog API documentation in PySpark

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  HyukjinKwon

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  rxin

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Commits on Nov 1, 2017

• [SPARK-22347][PYSPARK][DOC] Add document to notice users for using udfs with conditional expressions

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  viirya

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  cloud-fan

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Commits on Oct 31, 2017

• [SPARK-22399][ML] update the location of reference paper

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  bomeng

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  srowen

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Commits on Oct 30, 2017

• [SPARK-22379][PYTHON] Reduce duplication setUpClass and tearDownClass in PySpark SQL tests

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  HyukjinKwon

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  ueshin

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Commits on Oct 28, 2017

• [SPARK-22370][SQL][PYSPARK] Config values should be captured in Driver.

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  ueshin

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  cloud-fan

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Commits on Oct 27, 2017

• [SPARK-21911][ML][PYSPARK] Parallel Model Evaluation for ML Tuning in PySpark

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  WeichenXu123

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  jkbradley

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• [SPARK-21375][PYSPARK][SQL] Add Date and Timestamp support to ArrowConverters for toPandas() Conversion

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  BryanCutler

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  gatorsmile

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Commits on Oct 24, 2017

• [SPARK-22313][PYTHON] Mark/print deprecation warnings as DeprecationWarning for deprecated APIs

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  HyukjinKwon

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Commits on Oct 20, 2017

• [SPARK-20396][SQL][PYSPARK][FOLLOW-UP] groupby().apply() with pandas udf

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  ueshin

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  gatorsmile

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Commits on Oct 11, 2017

• [SPARK-22208][SQL] Improve percentile_approx by not rounding up targetError and starting from index 0

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  wzhfy

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  gatorsmile

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Commits on Oct 10, 2017

• [SPARK-20396][SQL][PYSPARK] groupby().apply() with pandas udf

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  icexelloss

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  HyukjinKwon

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• [SPARK-22159][SQL][FOLLOW-UP] Make config names consistently end with "enabled".

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  ueshin

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  gatorsmile

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Commits on Oct 9, 2017

• [SPARK-20679][ML] Support recommending for a subset of users/items in ALSModel

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  Nick Pentreath

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Commits on Oct 6, 2017

• [SPARK-22142][BUILD][STREAMING] Move Flume support behind a profile, take 2

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  srowen

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Commits on Sep 29, 2017

• Revert "[SPARK-22142][BUILD][STREAMING] Move Flume support behind a profile"

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  gatorsmile

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• [SPARK-22142][BUILD][STREAMING] Move Flume support behind a profile

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Commits on Sep 28, 2017

• [MINOR] Fixed up pandas_udf related docs and formatting

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  BryanCutler

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  HyukjinKwon

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Commits on Sep 27, 2017

• [SPARK-22125][PYSPARK][SQL] Enable Arrow Stream format for vectorized UDF.

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  ueshin

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  HyukjinKwon

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• [SPARK-22112][PYSPARK] Supports RDD of strings as input in spark.read.csv in PySpark

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  goldmedal

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  HyukjinKwon

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Commits on Sep 26, 2017

• [SPARK-22106][PYSPARK][SQL] Disable 0-parameter pandas_udf and add doctests

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  BryanCutler

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  HyukjinKwon

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Commits on Sep 25, 2017

• [SPARK-22100][SQL] Make percentile_approx support date/timestamp type and change the output type to be the same as input type

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  Zhenhua Wang

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  gatorsmile

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Commits on Sep 22, 2017

• [SPARK-21766][PYSPARK][SQL] DataFrame toPandas() raises ValueError with nullable int columns

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  viirya

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  HyukjinKwon

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• [SPARK-21190][PYSPARK] Python Vectorized UDFs

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  BryanCutler

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  cloud-fan

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• [SPARK-21981][PYTHON][ML] Added Python interface for ClusteringEvaluator

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  mgaido91

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  yanboliang

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Commits on Sep 20, 2017

• [SPARK-22049][DOCS] Confusing behavior of from_utc_timestamp and to_utc_timestamp

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  srowen

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  HyukjinKwon

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Commits on Sep 19, 2017

• [MINOR][ML] Remove unnecessary default value setting for evaluators.

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  yanboliang

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Commits on Sep 18, 2017

• [SPARK-22043][PYTHON] Improves error message for show_profiles and dump_profiles

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  HyukjinKwon

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Commits on Sep 17, 2017

• [SPARK-21985][PYSPARK] PairDeserializer is broken for double-zipped RDDs

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  aray

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  HyukjinKwon

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• [SPARK-22032][PYSPARK] Speed up StructType conversion

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  maver1ck

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  HyukjinKwon

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Commits on Sep 15, 2017

• [SPARK-21513][SQL][FOLLOWUP] Allow UDF to_json support converting MapType to json for PySpark and SparkR

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  goldmedal

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  HyukjinKwon

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Commits on Sep 14, 2017

• [SPARK-18608][ML][FOLLOWUP] Fix double caching for PySpark OneVsRest.

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  yanboliang

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• [SPARK-21854] Added LogisticRegressionTrainingSummary for MultinomialLogisticRegression in Python API

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  Ming Jiang

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  yanboliang

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Commits on Sep 13, 2017

• [SPARK-21893][BUILD][STREAMING][WIP] Put Kafka 0.8 behind a profile

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  srowen

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