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SPARK-8299
Improve error message reporting for DataFrame and SQLSPARK-8026
Add Column.alias to Scala/Java APISPARK-8021
DataFrameReader/Writer in Python does not match ScalaSPARK-7982
crosstab should use 0 instead of null for pairs that don't appearSPARK-7971
Add JavaDoc style deprecation for deprecated DataFrame methodsSPARK-7836
DataFrame.ntile() should only accept Int as parameterSPARK-7834
Better error for unresolved window functions.SPARK-7822
Window function support in Python DataFrame DSLSPARK-7783
Add rollup and cube support to DataFrame Python DSLSPARK-7742
Figure out what to do with insertInto w.r.t. DataFrameWriter APISPARK-7738
DataFrame reader/writer API in PythonSPARK-7654
DataFrameReader and DataFrameWriter for input/output APISPARK-7606
Document all PySpark SQL/DataFrame public methods with @since tagSPARK-7588
Document all SQL/DataFrame public methods with @since tagSPARK-7551
Don't split by dot if within backticks for DataFrame attribute resolutionSPARK-7548
Add explode expressionSPARK-7543
Break dataframe.py into multiple filesSPARK-7509
Add drop column to Python DataFrame APISPARK-7462
By default retain group by columns in aggregateSPARK-7358
Move mathfunctions into functionsSPARK-7324
Add DataFrame.dropDuplicatesSPARK-7322
Window function support in Scala/Java DataFrame DSLSPARK-7321
Add Column expression for conditional statements (if, case)SPARK-7320
Add rollup and cube support to DataFrame Java/Scala DSLSPARK-7319
Improve the output from DataFrame.show()SPARK-7295
Add bitwise operations to DataFrame DSLSPARK-7294
Add a between function in ColumnSPARK-7280
Add a method for dropping a column in Java/ScalaSPARK-7276
withColumn is very slow on dataframe with large number of columnsSPARK-7274
Create Column expression for array/struct creationSPARK-7248
Random number generators for DataFramesSPARK-7227
Support fillna / dropna in R DataFrameSPARK-7226
Support math functions in R DataFrameSPARK-7215
Make repartition and coalesce a part of the query planSPARK-7188
Support math functions in DataFrames in PythonSPARK-7156
Add randomSplit method to DataFrameSPARK-7152
Add a Column expression for partition IDSPARK-7151
Correlation methods for DataFrameSPARK-7150
SQLContext.range()SPARK-7135
Expression for monotonically increasing IDsSPARK-7133
Implement struct, array, and map field accessor using apply in Scala and __getitem__ in PythonSPARK-7118
Add coalesce Spark SQL function to PySpark APISPARK-7073
Clean up Python data type hierarchySPARK-7069
Rename NativeType -> AtomicTypeSPARK-7068
Remove PrimitiveTypeSPARK-7060
Missing alias function on Python DataFrameSPARK-7059
Create a DataFrame join API to facilitate equijoin and self joinSPARK-6970
Document what the options: Map[String, String] does on DataFrame.save and DataFrame.saveAsTableSPARK-6876
DataFrame.na.replace value support for PythonSPARK-6865
Decide on semantics for string identifiers in DataFrame API
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