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

    https://github.com/apache/spark/pull/16844#discussion_r100404374
  
    --- 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 --
    
    The invariant in question is for growAndRehash() - not append, and as such 
should live there.
    Code evolution causing grow to be invoked from elsewhere will require 
duplication of the invariant everywhere.
    
    Btw, this is in line with all other data structures spark (and other 
frameworks) have.


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