Github user viirya commented on a diff in the pull request:

    https://github.com/apache/spark/pull/16844#discussion_r100318189
  
    --- Diff: 
core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java ---
    @@ -695,11 +690,16 @@ public boolean append(Object kbase, long koff, int 
klen, Object vbase, long voff
           assert (vlen % 8 == 0);
           assert (longArray != null);
     
    -      if (numKeys == MAX_CAPACITY
    -        // The map could be reused from last spill (because of no enough 
memory to grow),
    -        // then we don't try to grow again if hit the `growthThreshold`.
    -        || !canGrowArray && numKeys > growthThreshold) {
    -        return false;
    +      if (numKeys >= growthThreshold) {
    +        if (longArray.size() / 2 == MAX_CAPACITY) {
    --- End diff --
    
    We grow the array when `numKeys >= growthThreshold` and `growthThreshold = 
capacity * 0.5`.  But we actually allocate `capacity * 2` spaces for the array.
    
    So actually `numKeys < growthThreshold = capacity * 0.5 < array length = 
capacity * 2` should hold true.
    
    Because `numKeys < growthThreshold` is always true, if `numKeys == 
MAX_CAPACITY`, the capacity would be `MAX_CAPACITY * 2` at least and the length 
of array will be more than `MAX_CAPACITY * 4`.
    
    But in `allocate`, there is an assert of `capacity <= MAX_CAPACITY`. Looks 
like those condition are inconsistent.



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