| Carlos R. Mafra | c24b513 | 2009-08-05 20:53:34 +0200 | [diff] [blame] | 1 |  | 
|  | 2 | ------------------------------ | 
|  | 3 | ****** perf by examples ****** | 
|  | 4 | ------------------------------ | 
|  | 5 |  | 
|  | 6 | [ From an e-mail by Ingo Molnar, http://lkml.org/lkml/2009/8/4/346 ] | 
|  | 7 |  | 
|  | 8 |  | 
|  | 9 | First, discovery/enumeration of available counters can be done via | 
|  | 10 | 'perf list': | 
|  | 11 |  | 
|  | 12 | titan:~> perf list | 
|  | 13 | [...] | 
|  | 14 | kmem:kmalloc                             [Tracepoint event] | 
|  | 15 | kmem:kmem_cache_alloc                    [Tracepoint event] | 
|  | 16 | kmem:kmalloc_node                        [Tracepoint event] | 
|  | 17 | kmem:kmem_cache_alloc_node               [Tracepoint event] | 
|  | 18 | kmem:kfree                               [Tracepoint event] | 
|  | 19 | kmem:kmem_cache_free                     [Tracepoint event] | 
|  | 20 | kmem:mm_page_free_direct                 [Tracepoint event] | 
|  | 21 | kmem:mm_pagevec_free                     [Tracepoint event] | 
|  | 22 | kmem:mm_page_alloc                       [Tracepoint event] | 
|  | 23 | kmem:mm_page_alloc_zone_locked           [Tracepoint event] | 
|  | 24 | kmem:mm_page_pcpu_drain                  [Tracepoint event] | 
|  | 25 | kmem:mm_page_alloc_extfrag               [Tracepoint event] | 
|  | 26 |  | 
|  | 27 | Then any (or all) of the above event sources can be activated and | 
|  | 28 | measured. For example the page alloc/free properties of a 'hackbench | 
|  | 29 | run' are: | 
|  | 30 |  | 
|  | 31 | titan:~> perf stat -e kmem:mm_page_pcpu_drain -e kmem:mm_page_alloc | 
|  | 32 | -e kmem:mm_pagevec_free -e kmem:mm_page_free_direct ./hackbench 10 | 
|  | 33 | Time: 0.575 | 
|  | 34 |  | 
|  | 35 | Performance counter stats for './hackbench 10': | 
|  | 36 |  | 
|  | 37 | 13857  kmem:mm_page_pcpu_drain | 
|  | 38 | 27576  kmem:mm_page_alloc | 
|  | 39 | 6025  kmem:mm_pagevec_free | 
|  | 40 | 20934  kmem:mm_page_free_direct | 
|  | 41 |  | 
|  | 42 | 0.613972165  seconds time elapsed | 
|  | 43 |  | 
|  | 44 | You can observe the statistical properties as well, by using the | 
|  | 45 | 'repeat the workload N times' feature of perf stat: | 
|  | 46 |  | 
|  | 47 | titan:~> perf stat --repeat 5 -e kmem:mm_page_pcpu_drain -e | 
|  | 48 | kmem:mm_page_alloc -e kmem:mm_pagevec_free -e | 
|  | 49 | kmem:mm_page_free_direct ./hackbench 10 | 
|  | 50 | Time: 0.627 | 
|  | 51 | Time: 0.644 | 
|  | 52 | Time: 0.564 | 
|  | 53 | Time: 0.559 | 
|  | 54 | Time: 0.626 | 
|  | 55 |  | 
|  | 56 | Performance counter stats for './hackbench 10' (5 runs): | 
|  | 57 |  | 
|  | 58 | 12920  kmem:mm_page_pcpu_drain    ( +-   3.359% ) | 
|  | 59 | 25035  kmem:mm_page_alloc         ( +-   3.783% ) | 
|  | 60 | 6104  kmem:mm_pagevec_free       ( +-   0.934% ) | 
|  | 61 | 18376  kmem:mm_page_free_direct   ( +-   4.941% ) | 
|  | 62 |  | 
|  | 63 | 0.643954516  seconds time elapsed   ( +-   2.363% ) | 
|  | 64 |  | 
|  | 65 | Furthermore, these tracepoints can be used to sample the workload as | 
|  | 66 | well. For example the page allocations done by a 'git gc' can be | 
|  | 67 | captured the following way: | 
|  | 68 |  | 
|  | 69 | titan:~/git> perf record -f -e kmem:mm_page_alloc -c 1 ./git gc | 
|  | 70 | Counting objects: 1148, done. | 
|  | 71 | Delta compression using up to 2 threads. | 
|  | 72 | Compressing objects: 100% (450/450), done. | 
|  | 73 | Writing objects: 100% (1148/1148), done. | 
|  | 74 | Total 1148 (delta 690), reused 1148 (delta 690) | 
|  | 75 | [ perf record: Captured and wrote 0.267 MB perf.data (~11679 samples) ] | 
|  | 76 |  | 
|  | 77 | To check which functions generated page allocations: | 
|  | 78 |  | 
|  | 79 | titan:~/git> perf report | 
|  | 80 | # Samples: 10646 | 
|  | 81 | # | 
|  | 82 | # Overhead          Command               Shared Object | 
|  | 83 | # ........  ...............  .......................... | 
|  | 84 | # | 
|  | 85 | 23.57%       git-repack  /lib64/libc-2.5.so | 
|  | 86 | 21.81%              git  /lib64/libc-2.5.so | 
|  | 87 | 14.59%              git  ./git | 
|  | 88 | 11.79%       git-repack  ./git | 
|  | 89 | 7.12%              git  /lib64/ld-2.5.so | 
|  | 90 | 3.16%       git-repack  /lib64/libpthread-2.5.so | 
|  | 91 | 2.09%       git-repack  /bin/bash | 
|  | 92 | 1.97%               rm  /lib64/libc-2.5.so | 
|  | 93 | 1.39%               mv  /lib64/ld-2.5.so | 
|  | 94 | 1.37%               mv  /lib64/libc-2.5.so | 
|  | 95 | 1.12%       git-repack  /lib64/ld-2.5.so | 
|  | 96 | 0.95%               rm  /lib64/ld-2.5.so | 
|  | 97 | 0.90%  git-update-serv  /lib64/libc-2.5.so | 
|  | 98 | 0.73%  git-update-serv  /lib64/ld-2.5.so | 
|  | 99 | 0.68%             perf  /lib64/libpthread-2.5.so | 
|  | 100 | 0.64%       git-repack  /usr/lib64/libz.so.1.2.3 | 
|  | 101 |  | 
|  | 102 | Or to see it on a more finegrained level: | 
|  | 103 |  | 
|  | 104 | titan:~/git> perf report --sort comm,dso,symbol | 
|  | 105 | # Samples: 10646 | 
|  | 106 | # | 
|  | 107 | # Overhead          Command               Shared Object  Symbol | 
|  | 108 | # ........  ...............  ..........................  ...... | 
|  | 109 | # | 
|  | 110 | 9.35%       git-repack  ./git                       [.] insert_obj_hash | 
|  | 111 | 9.12%              git  ./git                       [.] insert_obj_hash | 
|  | 112 | 7.31%              git  /lib64/libc-2.5.so          [.] memcpy | 
|  | 113 | 6.34%       git-repack  /lib64/libc-2.5.so          [.] _int_malloc | 
|  | 114 | 6.24%       git-repack  /lib64/libc-2.5.so          [.] memcpy | 
|  | 115 | 5.82%       git-repack  /lib64/libc-2.5.so          [.] __GI___fork | 
|  | 116 | 5.47%              git  /lib64/libc-2.5.so          [.] _int_malloc | 
|  | 117 | 2.99%              git  /lib64/libc-2.5.so          [.] memset | 
|  | 118 |  | 
|  | 119 | Furthermore, call-graph sampling can be done too, of page | 
|  | 120 | allocations - to see precisely what kind of page allocations there | 
|  | 121 | are: | 
|  | 122 |  | 
|  | 123 | titan:~/git> perf record -f -g -e kmem:mm_page_alloc -c 1 ./git gc | 
|  | 124 | Counting objects: 1148, done. | 
|  | 125 | Delta compression using up to 2 threads. | 
|  | 126 | Compressing objects: 100% (450/450), done. | 
|  | 127 | Writing objects: 100% (1148/1148), done. | 
|  | 128 | Total 1148 (delta 690), reused 1148 (delta 690) | 
|  | 129 | [ perf record: Captured and wrote 0.963 MB perf.data (~42069 samples) ] | 
|  | 130 |  | 
|  | 131 | titan:~/git> perf report -g | 
|  | 132 | # Samples: 10686 | 
|  | 133 | # | 
|  | 134 | # Overhead          Command               Shared Object | 
|  | 135 | # ........  ...............  .......................... | 
|  | 136 | # | 
|  | 137 | 23.25%       git-repack  /lib64/libc-2.5.so | 
|  | 138 | | | 
|  | 139 | |--50.00%-- _int_free | 
|  | 140 | | | 
|  | 141 | |--37.50%-- __GI___fork | 
|  | 142 | |          make_child | 
|  | 143 | | | 
|  | 144 | |--12.50%-- ptmalloc_unlock_all2 | 
|  | 145 | |          make_child | 
|  | 146 | | | 
|  | 147 | --6.25%-- __GI_strcpy | 
|  | 148 | 21.61%              git  /lib64/libc-2.5.so | 
|  | 149 | | | 
|  | 150 | |--30.00%-- __GI_read | 
|  | 151 | |          | | 
|  | 152 | |           --83.33%-- git_config_from_file | 
|  | 153 | |                     git_config | 
|  | 154 | |                     | | 
|  | 155 | [...] | 
|  | 156 |  | 
|  | 157 | Or you can observe the whole system's page allocations for 10 | 
|  | 158 | seconds: | 
|  | 159 |  | 
|  | 160 | titan:~/git> perf stat -a -e kmem:mm_page_pcpu_drain -e | 
|  | 161 | kmem:mm_page_alloc -e kmem:mm_pagevec_free -e | 
|  | 162 | kmem:mm_page_free_direct sleep 10 | 
|  | 163 |  | 
|  | 164 | Performance counter stats for 'sleep 10': | 
|  | 165 |  | 
|  | 166 | 171585  kmem:mm_page_pcpu_drain | 
|  | 167 | 322114  kmem:mm_page_alloc | 
|  | 168 | 73623  kmem:mm_pagevec_free | 
|  | 169 | 254115  kmem:mm_page_free_direct | 
|  | 170 |  | 
|  | 171 | 10.000591410  seconds time elapsed | 
|  | 172 |  | 
|  | 173 | Or observe how fluctuating the page allocations are, via statistical | 
|  | 174 | analysis done over ten 1-second intervals: | 
|  | 175 |  | 
|  | 176 | titan:~/git> perf stat --repeat 10 -a -e kmem:mm_page_pcpu_drain -e | 
|  | 177 | kmem:mm_page_alloc -e kmem:mm_pagevec_free -e | 
|  | 178 | kmem:mm_page_free_direct sleep 1 | 
|  | 179 |  | 
|  | 180 | Performance counter stats for 'sleep 1' (10 runs): | 
|  | 181 |  | 
|  | 182 | 17254  kmem:mm_page_pcpu_drain    ( +-   3.709% ) | 
|  | 183 | 34394  kmem:mm_page_alloc         ( +-   4.617% ) | 
|  | 184 | 7509  kmem:mm_pagevec_free       ( +-   4.820% ) | 
|  | 185 | 25653  kmem:mm_page_free_direct   ( +-   3.672% ) | 
|  | 186 |  | 
|  | 187 | 1.058135029  seconds time elapsed   ( +-   3.089% ) | 
|  | 188 |  | 
|  | 189 | Or you can annotate the recorded 'git gc' run on a per symbol basis | 
|  | 190 | and check which instructions/source-code generated page allocations: | 
|  | 191 |  | 
|  | 192 | titan:~/git> perf annotate __GI___fork | 
|  | 193 | ------------------------------------------------ | 
|  | 194 | Percent |      Source code & Disassembly of libc-2.5.so | 
|  | 195 | ------------------------------------------------ | 
|  | 196 | : | 
|  | 197 | : | 
|  | 198 | :      Disassembly of section .plt: | 
|  | 199 | :      Disassembly of section .text: | 
|  | 200 | : | 
|  | 201 | :      00000031a2e95560 <__fork>: | 
|  | 202 | [...] | 
|  | 203 | 0.00 :        31a2e95602:   b8 38 00 00 00          mov    $0x38,%eax | 
|  | 204 | 0.00 :        31a2e95607:   0f 05                   syscall | 
|  | 205 | 83.42 :        31a2e95609:   48 3d 00 f0 ff ff       cmp    $0xfffffffffffff000,%rax | 
|  | 206 | 0.00 :        31a2e9560f:   0f 87 4d 01 00 00       ja     31a2e95762 <__fork+0x202> | 
|  | 207 | 0.00 :        31a2e95615:   85 c0                   test   %eax,%eax | 
|  | 208 |  | 
|  | 209 | ( this shows that 83.42% of __GI___fork's page allocations come from | 
|  | 210 | the 0x38 system call it performs. ) | 
|  | 211 |  | 
|  | 212 | etc. etc. - a lot more is possible. I could list a dozen of | 
|  | 213 | other different usecases straight away - neither of which is | 
|  | 214 | possible via /proc/vmstat. | 
|  | 215 |  | 
|  | 216 | /proc/vmstat is not in the same league really, in terms of | 
|  | 217 | expressive power of system analysis and performance | 
|  | 218 | analysis. | 
|  | 219 |  | 
|  | 220 | All that the above results needed were those new tracepoints | 
|  | 221 | in include/tracing/events/kmem.h. | 
|  | 222 |  | 
|  | 223 | Ingo | 
|  | 224 |  | 
|  | 225 |  |