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authorJeff King <peff@peff.net>2015-04-17 22:11:04 (GMT)
committerJunio C Hamano <gitster@pobox.com>2015-04-17 22:22:05 (GMT)
commitb6e8a3b5404606f156a14bac262d7e9adf620990 (patch)
tree9765b289ea0ac238812d6b3b88081f780ad9cf52 /builtin/index-pack.c
parent282616c72d1d08a77ca4fe1186cb708c38408d87 (diff)
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limit_list: avoid quadratic behavior from still_interesting
When we are limiting a rev-list traversal due to UNINTERESTING refs, we have to walk down the tips (both interesting and uninteresting) to find where they intersect. We keep a queue of commits to examine, pop commits off the queue one by one, and potentially add their parents. The size of the queue will naturally fluctuate based on the "width" of the history graph; i.e., the number of simultaneous lines of development. But for the most part it will stay in the same ballpark as the initial number of tips we fed, shrinking over time (as we hit common ancestors of the tips). So roughly speaking, if we start with `N` tips, we'll spend much of the time with a queue around `N` items. For each UNINTERESTING commit we pop, we call still_interesting to check whether marking its parents as UNINTERESTING has made the whole queue uninteresting (in which case we can quit early). Because the queue is stored as a linked list, this is `O(N)`, where `N` is the number of items in the queue. So processing a queue with `N` commits marked UNINTERESTING (and one or more interesting commits) will take `O(N^2)`. If you feed a lot of positive tips, this isn't a problem. They aren't UNINTERESTING, so they don't incur the still_interesting check. It also isn't a problem if you traverse from an interesting tip to some UNINTERESTING bases. We order the queue by recency, so the interesting commits stay at the front of the queue as we walk down them. The linear check can exit early as soon as it sees one interesting commit left in the queue. But if you want to know whether an older commit is reachable from a set of newer tips, we end up processing in the opposite direction: from the UNINTERESTING ones down to the interesting one. This may happen when we call: git rev-list $commits --not --all in check_everything_connected after a fetch. If we fetched something much older than most of our refs, and if we have a large number of refs, the traversal cost is dominated by the quadratic behavior. These commands simulate the connectivity check of such a fetch, when you have `$n` distinct refs in the receiver: # positive ref is 100,000 commits deep git rev-list --all | head -100000 | tail -1 >input # huge number of more recent negative refs git rev-list --all | head -$n | sed s/^/^/ >>input time git rev-list --stdin <input Here are timings for various `n` on the linux.git repository. The `n=1` case provides a baseline for just walking the commits, which lets us see the still_interesting overhead. The times marked with `+` subtract that baseline to show just the extra time growth due to the large number of refs. The `x` numbers show the slowdown of the adjusted time versus the prior trial. n | before | after -------------------------------------------------------- 1 | 0.991s | 0.848s 10000 | 1.120s (+0.129s) | 0.885s (+0.037s) 20000 | 1.451s (+0.460s, 3.5x) | 0.923s (+0.075s, 2.0x) 40000 | 2.731s (+1.740s, 3.8x) | 0.994s (+0.146s, 1.9x) 80000 | 8.235s (+7.244s, 4.2x) | 1.123s (+0.275s, 1.9x) Each trial doubles `n`, so you can see the quadratic (`4x`) behavior before this patch. Afterwards, we have a roughly linear relationship. The implementation is fairly straightforward. Whenever we do the linear search, we cache the interesting commit we find, and next time check it before doing another linear search. If that commit is removed from the list or becomes UNINTERESTING itself, then we fall back to the linear search. This is very similar to the trick used by fce87ae (Fix quadratic performance in rewrite_one., 2008-07-12). I considered and rejected several possible alternatives: 1. Keep a count of UNINTERESTING commits in the queue. This requires managing the count not only when removing an item from the queue, but also when marking an item as UNINTERESTING. That requires touching the other functions which mark commits, and would require knowing quickly which commits are in the queue (lookup in the queue is linear, so we would need an auxiliary structure or to also maintain an IN_QUEUE flag in each commit object). 2. Keep a separate list of interesting commits. Drop items from it when they are dropped from the queue, or if they become UNINTERESTING. This again suffers from extra complexity to maintain the list, not to mention CPU and memory. 3. Use a better data structure for the queue. This is something that could help the fix in fce87ae, because we order the queue by recency, and it is about inserting quickly in recency order. So a normal priority queue would help there. But here, we cannot disturb the order of the queue, which makes things harder. We really do need an auxiliary index to track the flag we care about, which is basically option (2) above. The "cache" trick is simple, and the numbers above show that it works well in practice. This is because the length of time it takes to find an interesting commit is proportional to the length of time it will remain cached (i.e., if we have to walk a long way to find it, it also means we have to pop a lot of elements in the queue until we get rid of it and have to find another interesting commit). The worst case is still quadratic, though. We could have `N` uninteresting commits at the front of the queue, followed by `N` interesting commits, where commit `i` has parent `i+N`. When we pop commit `i`, we will notice that the parent of the next commit, `i+1+N` is still interesting and cache it. But then handling commit `i+1`, we will mark its parent `i+1+N` uninteresting, and immediately invalidate our cache. Signed-off-by: Jeff King <peff@peff.net> Signed-off-by: Junio C Hamano <gitster@pobox.com>
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