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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