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[SPARK-6119][SQL] DataFrame support for missing data handling
This pull request adds variants of DataFrame.na.drop and DataFrame.na.fill to the Scala/Java API, and DataFrame.fillna and DataFrame.dropna to the Python API. Author: Reynold Xin <rxin@databricks.com> Closes #5274 from rxin/df-missing-value and squashes the following commits: 4ee1b98 [Reynold Xin] Improve error reporting in Python. 33a330c [Reynold Xin] Remove replace for now. bc4fdbb [Reynold Xin] Added documentation for replace. d56f5a5 [Reynold Xin] Added replace for Scala/Java. 2385d00 [Reynold Xin] Feedback from Xiangrui on "how". 914a374 [Reynold Xin] fill with map. 185c67e [Reynold Xin] Allow specifying column subsets in fill. 749eb47 [Reynold Xin] fillna 249b94e [Reynold Xin] Removing undefined functions. 6a73c68 [Reynold Xin] Missing file. 67d7003 [Reynold Xin] [SPARK-6119][SQL] DataFrame.na.drop (Scala/Java) and DataFrame.dropna (Python)
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- python/pyspark/sql/dataframe.py 86 additions, 0 deletionspython/pyspark/sql/dataframe.py
- python/pyspark/sql/tests.py 96 additions, 0 deletionspython/pyspark/sql/tests.py
- sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/nullFunctions.scala 24 additions, 1 deletion...apache/spark/sql/catalyst/expressions/nullFunctions.scala
- sql/core/src/main/scala/org/apache/spark/sql/DataFrame.scala 13 additions, 2 deletionssql/core/src/main/scala/org/apache/spark/sql/DataFrame.scala
- sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala 228 additions, 0 deletions...ain/scala/org/apache/spark/sql/DataFrameNaFunctions.scala
- sql/core/src/main/scala/org/apache/spark/sql/GroupedData.scala 1 addition, 4 deletions...ore/src/main/scala/org/apache/spark/sql/GroupedData.scala
- sql/core/src/main/scala/org/apache/spark/sql/json/JsonRDD.scala 1 addition, 1 deletion...re/src/main/scala/org/apache/spark/sql/json/JsonRDD.scala
- sql/core/src/test/scala/org/apache/spark/sql/DataFrameNaFunctionsSuite.scala 157 additions, 0 deletions...cala/org/apache/spark/sql/DataFrameNaFunctionsSuite.scala
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