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SPARK-8299
Improve error message reporting for DataFrame and SQL
Add Column.alias to Scala/Java API
DataFrameReader/Writer in Python does not match Scala
crosstab should use 0 instead of null for pairs that don't appear
Add JavaDoc style deprecation for deprecated DataFrame methods
DataFrame.ntile() should only accept Int as parameter
Better error for unresolved window functions.
Window function support in Python DataFrame DSL
Add rollup and cube support to DataFrame Python DSL
Figure out what to do with insertInto w.r.t. DataFrameWriter API
DataFrame reader/writer API in Python
DataFrameReader and DataFrameWriter for input/output API
Document all PySpark SQL/DataFrame public methods with @since tag
Document all SQL/DataFrame public methods with @since tag
Don't split by dot if within backticks for DataFrame attribute resolution
Add explode expression
Break dataframe.py into multiple files
Add drop column to Python DataFrame API
By default retain group by columns in aggregate
Move mathfunctions into functions
Add DataFrame.dropDuplicates
Window function support in Scala/Java DataFrame DSL
Add Column expression for conditional statements (if, case)
Add rollup and cube support to DataFrame Java/Scala DSL
Improve the output from DataFrame.show()
Add bitwise operations to DataFrame DSL
Add a between function in Column
Add a method for dropping a column in Java/Scala
withColumn is very slow on dataframe with large number of columns
Create Column expression for array/struct creation
Random number generators for DataFrames
Support fillna / dropna in R DataFrame
Support math functions in R DataFrame
Make repartition and coalesce a part of the query plan
Support math functions in DataFrames in Python
Add randomSplit method to DataFrame
Add a Column expression for partition ID
Correlation methods for DataFrame
SQLContext.range()
Expression for monotonically increasing IDs
Implement struct, array, and map field accessor using apply in Scala and __getitem__ in Python
Add coalesce Spark SQL function to PySpark API
Clean up Python data type hierarchy
Rename NativeType -> AtomicType
Remove PrimitiveType
Missing alias function on Python DataFrame
Create a DataFrame join API to facilitate equijoin and self join
Document what the options: Map[String, String] does on DataFrame.save and DataFrame.saveAsTable
DataFrame.na.replace value support for Python
Decide on semantics for string identifiers in DataFrame API
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