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Re: remove_duplicates() in builtin/fetch-pack.c is O(N^2)

From
Michael Haggerty <mhagger@alum.mit.edu>
Date
May 24, 2012, 12:05 UTC
Message-ID
<4FBE23FC.5070405@alum.mit.edu>
In-Reply-To
<20120522173355.GC11600@sigill.intra.peff.net>
On 05/22/2012 07:33 PM, Jeff King wrote:
Show 59 quoted lines
> On Tue, May 22, 2012 at 03:28:32PM +0200, Michael Haggerty wrote:
>
>>> When I try it with both 'next' and v1.7.10, I see that the latter is
>>> much faster.  I did my tests with a warm cache, but the interesting
>>> number is the CPU time, which is quite different.
>>
>> I cannot reproduce anything as big as the performance regression that
>> you see.  I did find a regression 9.5 s ->  10.1 s caused by
>>
>> 5fa044184 find_containing_dir(): use strbuf in implementation of this
>> function
>>
>> It is fixed by the patch that I just sent to the mailing list [1],
>> which sizes the strbuf in that function to strlen(refname) instead of
>> PATH_MAX.  Since your experiments suggest that the performance
>> regression is related to the size of the repository contents, it
>> could be that the same test produces more memory pressure on your
>> system and therefore a larger effect.  Please try the patch and tell
>> me if it fixes the problem for you.
>
> That patch drops about a second off of the slow case, but the main
> problem still remains. Just to be sure we are both doing the exact same
> thing, here is a complete reproduction recipe:
>
>    GIT=/path/to/your/git/checkout
>    RAILS=/path/to/unpacked/rails.git
>
>    cd $GIT&&
>    git checkout 432ad41e60cedb87ceec446ab034d46a53f5f9d8^&&
>    make&&
>
>    cd $RAILS&&
>    time $GIT/bin-wrappers/git fetch . refs/*:refs/*&&
>
>    cd $GIT&&
>    git checkout 432ad41e60cedb87ceec446ab034d46a53f5f9d8&&
>    make&&
>
>    cd $RAILS&&
>    time $GIT/bin-wrappers/git fetch . refs/*:refs/*
>
> produces:
>
>    [before]
>    real    0m9.128s
>    user    0m9.369s
>    sys     0m0.976s
>
>    [after]
>    real    0m15.926s
>    user    0m16.181s
>    sys     0m0.984s
>
> I don't think memory pressure is involved. The git process maxes out at
> ~300M, and this machine has 7.5G available.
>
> I wonder why we are getting different results. Could it be compilation
> options? As I mentioned, I compile with -O0, but I got similar results
> with -O3.

Thanks for the idiot-proof reproduction steps. I don't know what I was doing differently last time, but now I can reproduce your slowdown.

The thing that triggers the problem is a reference directory ("refs/remotes/8514/pull/") with 3810 sub-namespaces ("refs/remotes/8514/pull/1091", "refs/remotes/8514/pull/1092", etc), each subnamespace containing only one or two references. It wouldn't be a problem having so many *references* in a namespace, because references are just added to the end of the directory unsorted, and typically only sorted once after all of them have been added. But every time that a sub-namespace is accessed, the namespace has to be searched to see if that sub-namespace already exists. The searching requires the namespace to be sorted. So, for example, when adding the following sequence of references:

1. refs/remotes/8514/pull/1091/head
2. refs/remotes/8514/pull/1091/merge
3. refs/remotes/8514/pull/1092/head
4. refs/remotes/8514/pull/1092/merge
5. refs/remotes/8514/pull/1093/head
6. refs/remotes/8514/pull/1093/merge

At step 1, sub-namespace "refs/remotes/8514/pull/1091/" is added to "refs/remotes/8514/pull/". This makes the code think that "refs/remotes/8514/pull/" is unsorted.

Step 2 is not problematic; the new references is added to "refs/remotes/8514/pull/1091/", but adding a reference doesn't require the ref_dir to be sorted.

At step 3, namespace "refs/remotes/8514/pull/" is first checked to see if sub-namespace "refs/remotes/8514/pull/1092/" already exists. This search requires namespace "refs/remotes/8514/pull/" to be sorted because step 1 caused it to be considered unsorted.

Again at step 5, namespace "refs/remotes/8514/pull/" needs to be sorted, and so on every time a subnamespace is added.

I will submit a patch shortly.
Michael
-- 
Michael Haggerty
mhagger@alum.mit.edu
http://softwareswirl.blogspot.com/
Previous: Jeff KingNext: Martin Fick
Message 23 of 46 in “remove_duplicates() in builtin/fetch-pack.c is O(N^2)”
  1. Michael HaggertyMay 21, 2012
  2. Junio C HamanoMay 21, 2012
  3. demerphqMay 21, 2012
  4. Jeff KingMay 21, 2012
  5. Jeff KingMay 21, 2012
  6. 1/5 fetch-pack: sort incoming headsJeff King, May 21, 2012
  7. Junio C HamanoMay 22, 2012
  8. Jeff KingMay 22, 2012
  9. Jeff KingMay 24, 2012
  10. 2/5 fetch-pack: avoid quadratic behavior in remove_duplicatesJeff King, May 21, 2012
  11. 3/5 add sorting infrastructure for list refsJeff King, May 21, 2012
  12. 4/5 fetch-pack: sort the list of incoming refsJeff King, May 21, 2012
  13. 5/5 fetch-pack: avoid quadratic loop in filter_refsJeff King, May 21, 2012
  14. Junio C HamanoMay 22, 2012
  15. Jeff KingMay 21, 2012
  16. Jeff KingMay 22, 2012
  17. Michael HaggertyMay 22, 2012
  18. Jeff KingMay 22, 2012
  19. Michael HaggertyMay 22, 2012
  20. Jeff KingMay 22, 2012
  21. Michael HaggertyMay 22, 2012
  22. Jeff KingMay 22, 2012
  23. Michael HaggertyMay 24, 2012
  24. Martin FickMay 25, 2012
  25. Jeff KingMay 25, 2012
  26. Martin FickMay 25, 2012
  27. Jeff KingMay 25, 2012
  28. Martin FickMay 25, 2012
  29. Jeff KingMay 25, 2012
  30. Nguyen Thai Ngoc DuyMay 22, 2012
  31. Michael HaggertyMay 22, 2012
  32. Jeff KingMay 22, 2012
  33. Junio C HamanoMay 22, 2012
  34. Jeff KingMay 22, 2012
  35. Michael HaggertyMay 24, 2012
  36. Nguyen Thai Ngoc DuyMay 23, 2012
  37. Junio C HamanoMay 22, 2012
  38. Martin FickMay 21, 2012
  39. Jeff KingMay 21, 2012
  40. Junio C HamanoMay 21, 2012
  41. Jeff KingMay 21, 2012
  42. Martin FickMay 22, 2012
  43. Jeff KingMay 22, 2012
  44. Martin FickMay 22, 2012
  45. Junio C HamanoMay 22, 2012
  46. Martin FickMay 23, 2012

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