I'm writing some special purpose data structures in Java, intended for use in the browser, (compiled to JavaScript with GWT).
I'm trying to match the performance of some of the built-in JDK classes I'm noticing things run reasonably fast, but when I compare my code trace to some of the emulated JDK code, mine has lots of calls to dynamicCast and canCastUnsafe, while the JDK emulated classes do not. And it just about accounts for the difference in performance too...
Any GWT gurus out there know how to avoid this? It's amounting to a 20% overhead :-(
Details:
Here's the profile output (captured in Firebug) for 10,000 insertions of random integers, between 0 and 100,000 into two different data structures:
Google's TreeMap implementation for java.util.TreeMap (a red-black tree):
Profile (4058.602ms, 687545 calls)
Function Calls Percent Own Time
$insert_1 129809 41.87% 1699.367ms
$compare_0 120290 16% 649.209ms
$isRed 231166 13.33% 540.838ms
compareTo_0 120290 8.96% 363.531ms
$put_2 10000 6.02% 244.493ms
wrapArray 10000 3.46% 140.478ms
createFromSeed 10000 2.91% 118.038ms
$TreeMap$Node 10000 2.38% 96.706ms
initDim 10000 1.92% 77.735ms
initValues 10000 1.49% 60.319ms
$rotateSingle 5990 0.73% 29.55ms
TreeMap$Node 10000 0.47% 18.92ms
My Code (An AVL tree):
Profile (5397.686ms, 898603 calls)
Function Calls Percent Own Time
$insert 120899 25.06% 1352.827ms
$compare 120899 17.94% 968.17ms
dynamicCast 120899 14.12% 762.307ms <--------
$balanceTree 120418 13.64% 736.096ms
$setHeight 126764 8.93% 482.018ms
compareTo_0 120899 7.76% 418.716ms
canCastUnsafe 120899 6.99% 377.518ms <--------
$put 10000 2.59% 139.936ms
$AVLTreeMap$Node 9519 1.04% 56.403ms
$moveLeft 2367 0.36% 19.602ms
AVLTreeMap$State 9999 0.36% 19.429ms
$moveRight 2378 0.34% 18.295ms
AVLTreeMap$Node 9519 0.34% 18.252ms
$swingRight 1605 0.26% 14.261ms
$swingLeft 1539 0.26% 13.856ms
Additional observations:
- Same problem for another data structure I made (SkipList).
dynamicCast is being applied in the compare function:
cmp = dynamicCast(right.key, 4).compareTo$(key);
dynamicCast goes away if the class does not implement Map (ie: just removing " implements Map" from the class. Doesn't matter if it's accessed through the interface or directly. This results in the same line compiling to:
cmp = right.key.compareTo$(key);
This is the relevant section of Java source from SkipList:
private int compare(Node a, Object o) {
if (comparator != null)
return comparator.compare((K) a.key, (K) o);
return ((Comparable<K>) a.key).compareTo((K) o);
}
public V get(Object k) {
K key = (K) k;
Node<K, V> current = head;
for (int i = head.height - 1; i >= 0; i--) {
Node<K, V> right;
while ((right = current.right[i]) != null) {
int cmp = compare(right, key);
...
}
}
}