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

    https://github.com/apache/spark/pull/16603#discussion_r97894091
  
    --- Diff: core/src/main/java/org/apache/spark/memory/TaskMemoryManager.java 
---
    @@ -144,23 +152,49 @@ public long acquireExecutionMemory(long required, 
MemoryConsumer consumer) {
           // spilling, avoid to have too many spilled files.
           if (got < required) {
             // Call spill() on other consumers to release memory
    +        // Sort the consumers according their memory usage. So we avoid 
spilling the same consumer
    +        // which is just spilled in last few times and re-spilling on it 
will produce many small
    +        // spill files.
    +        sortedConsumers.clear();
    --- End diff --
    
    Is there a point in re-using the same map if you're just going to clear it?
    
    Performance-wise this is probably slower. Allocating a new object is 
probably cheaper than resetting the existing one.


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