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authorLibravatar Jeff King <peff@peff.net>2016-08-22 18:00:07 -0400
committerLibravatar Junio C Hamano <gitster@pobox.com>2016-08-23 15:18:50 -0700
commit8261e1f139db3f8aa6f9fd7d98c876cbeb0f927c (patch)
treea6607abd1c9025ab751f3438e1bb9e223312c60f /merge-blobs.h
parentdelta_base_cache: drop special treatment of blobs (diff)
downloadtgif-8261e1f139db3f8aa6f9fd7d98c876cbeb0f927c.tar.xz
delta_base_cache: use hashmap.h
The fundamental data structure of the delta base cache is a hash table mapping pairs of "(packfile, offset)" into structs containing the actual object data. The hash table implementation dates back to e5e0161 (Implement a simple delta_base cache, 2007-03-17), and uses a fixed-size table. The current size is a hard-coded 256 entries. Because we need to be able to remove objects from the hash table, entry lookup does not do any kind of probing to handle collisions. Colliding items simply replace whatever is in their slot. As a result, we have fewer usable slots than even the 256 we allocate. At half full, each new item has a 50% chance of displacing another one. Or another way to think about it: every item has a 1/256 chance of being ejected due to hash collision, without regard to our LRU strategy. So it would be interesting to see the effect of increasing the cache size on the runtime for some common operations. As with the previous patch, we'll measure "git log --raw" for tree-only operations, and "git log -Sfoo --raw" for operations that touch trees and blobs. All times are wall-clock best-of-3, done against fully packed repos with --depth=50, and the default core.deltaBaseCacheLimit of 96MB. Here are timings for various values of MAX_DELTA_CACHE against git.git (the asterisk marks the minimum time for each operation): MAX_DELTA_CACHE log-raw log-S --------------- --------- --------- 256 0m02.227s 0m12.821s 512 0m02.143s 0m10.602s 1024 0m02.127s 0m08.642s 2048 0m02.148s 0m07.123s 4096 0m02.194s 0m06.448s* 8192 0m02.239s 0m06.504s 16384 0m02.144s* 0m06.502s 32768 0m02.202s 0m06.622s 65536 0m02.230s 0m06.677s The log-raw case isn't changed much at all here (probably because our trees just aren't that big in the first place, or possibly because we have so _few_ trees in git.git that the 256-entry cache is enough). But once we start putting blobs in the cache, too, we see a big improvement (almost 50%). The curve levels off around 4096, which means that we can hold about that many entries before hitting the 96MB memory limit (or possibly that the workload is small enough that there is simply no more work to be optimized out by caching more). (As a side note, I initially timed my existing git.git pack, which was a base of --aggressive combined with some pulls on top. So it had quite a few deeper delta chains. The 256-cache case was more like 15s, and it still dropped to ~6.5s in the same way). Here are the timings for linux.git: MAX_DELTA_CACHE log-raw log-S --------------- --------- --------- 256 0m41.661s 5m12.410s 512 0m39.547s 5m07.920s 1024 0m37.054s 4m54.666s 2048 0m35.871s 4m41.194s* 4096 0m34.646s 4m51.648s 8192 0m33.881s 4m55.342s 16384 0m35.190s 5m00.122s 32768 0m35.060s 4m58.851s 65536 0m33.311s* 4m51.420s As we grow we see a nice 20% speedup in the tree traversal, and more modest 10% in the log-S. This is probably an indication that we are bound less by the number of entries, and more by the memory limit (more on that below). What is interesting is that the numbers bounce around a bit; increasing the number of entries isn't always a strict improvement. Partially this is due to noise in the measurement. But it may also be an indication that our LRU ejection scheme is not optimal. The smaller cache sizes introduce some randomness into the ejection (due to collisions), which may sometimes work in our favor (and sometimes not!). So what is the optimal setting of MAX_DELTA_CACHE? The "bouncing" in the linux.git log-S numbers notwithstanding, it mostly seems like bigger is better. And even if we were to try to find a "sweet spot", these are just two repositories, that are not necessarily representative. The shape of history, the size of trees and blobs, the memory limit configuration, etc, all will affect the outcome. Rather than trying to find the "right" number, another strategy is to just switch to a hash table that can actually store collisions: namely our hashmap.h implementation. Here are numbers for that compared to the "best" we saw from adjusting MAX_DELTA_CACHE: | log-raw | log-S | best hashmap | best hashmap | --------- --------- | --------- --------- git | 0m02.144s 0m02.144s | 0m06.448s 0m06.688s linux | 0m33.311s 0m33.092s | 4m41.194s 4m57.172s We can see the results are similar in most cases, which is what we'd expect. We're not ejecting due to collisions at all, so this is purely representing the LRU. So really, we'd expect this to model most closely the larger values of the static MAX_DELTA_CACHE limit. And that does seem to be what's happening, including the "bounce" in the linux log-S case. So while the value for that case _isn't_ as good as the optimal one measured above (which was 2048 entries), given the bouncing I'm hesitant to suggest that 2048 is any kind of optimum (not even for linux.git, let alone as a general rule). The generic hashmap has the appeal that it drops the number of tweakable numbers by one, which means we can focus on tuning other elements, like the LRU strategy or the core.deltaBaseCacheLimit setting. And indeed, if we bump the cache limit to 1G (which is probably silly for general use, but maybe something people with big workstations would want to do), the linux.git log-S time drops to 3m32s. That's something you really _can't_ do easily with the static hash table, because the number of entries needs to grow in proportion to the memory limit (so 2048 is almost certainly not going to be the right value there). This patch takes that direction, and drops the static hash table entirely in favor of using the hashmap.h API. Signed-off-by: Jeff King <peff@peff.net> Signed-off-by: Junio C Hamano <gitster@pobox.com>
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