Github user zsxwing commented on the pull request:

    https://github.com/apache/spark/pull/6456#issuecomment-113071321
  
    @srowen I will make `AppendOnlyMap` consistent with OpenHashMap later. 
    
    For `2^29`, because unlike OpenHashMap, AppendOnlyMap use a single array to 
store both keys and values: `private var data = new Array[AnyRef](2 * 
capacity)`. As the max length of an array is (2^31 -1), the max of capacity is 
`(2^31 -1) / 2` = `2 ^ 29`.
    
    `PartitionedPairBuffer` and `PartitionedSerializedPairBuffer` are something 
like Array. The growth strategy is growing the buffer when reaching the 
capacity.



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