最近,线上一些内存比较内存占用敏感的应用,在访问峰值的时候,偶尔会被kill掉,导致服务重启。这是Linux一个叫out-of-memory kiiler的机制:
http://linux-mm.org/OOM_Killer
oom kiiler会在内存紧张的时候,会依次kill内存占用较高的进程,发送Signal 15(SIGTERM)。并在/var/log/message中进行记录。里面会记录一些如pid,process name,cpu mask,trace等信息,通过监控可以发现类似问题。今天特意分析了一下oom killer相关的选择机制,挖了一下代码,感觉该机制简单粗暴,不过效果还是挺明显的,给大家分享出来。
#define block (1024L*1024L*MB)
#define MB 64L
unsigned long total = 0L;
for(;;) {
// malloc big block memory and ZERO it !!
char* mm = (char*) malloc(block);
usleep(100000);
if (NULL == mm)
continue;
bzero(mm,block);
total += MB;
fprintf(stdout,"alloc %lum mem\n",total);
} /proc/sys/vm/lowmem_reserve_ratio来查看当前low大小和阀值low大小。低于阀值时候才会触发oom killer,所以这里block的分配小雨默认的256M,否则如果每次申请512M(大于128M),malloc可能会被底层的brk这个syscall阻塞住,内核触发page cache回写或slab回收。
测试:
gcc big_mm.c -o big_mm ; ./big_mm & ./big_mm & ./big_mm &
(同时启动多个big_mm进程争抢内存)
启动后,部分big_mm被killed,在/var/log/message下tail -n 1000 | grep -i oom 看到:
Apr 18 16:56:16 v125000100.bja kernel: : [22254383.898423] Out of memory: Kill process 24894 (big_mm) score 277 or sacrifice child Apr 18 16:56:16 v125000100.bja kernel: : [22254383.899708] Killed process 24894, UID 55120, (big_mm) total-vm:2301932kB, anon-rss:2228452kB, file-rss:24kB Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738942] big_mm invoked oom-killer: gfp_mask=0x280da, order=0, oom_adj=0, oom_score_adj=0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738947] big_mm cpuset=/ mems_allowed=0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738950] Pid: 24893, comm: big_mm Not tainted 2.6.32-220.23.2.ali878.el6.x86_64 #1 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738952] Call Trace: Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738961] [<ffffffff810c35e1>] ? cpuset_print_task_mems_allowed+0x91/0xb0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738968] [<ffffffff81114d70>] ? dump_header+0x90/0x1b0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738973] [<ffffffff810e1b2e>] ? __delayacct_freepages_end+0x2e/0x30 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738979] [<ffffffff81213ffc>] ? security_real_capable_noaudit+0x3c/0x70 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738982] [<ffffffff811151fa>] ? oom_kill_process+0x8a/0x2c0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738985] [<ffffffff81115131>] ? select_bad_process+0xe1/0x120 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738989] [<ffffffff81115650>] ? out_of_memory+0x220/0x3c0 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.738995] [<ffffffff81125929>] ? __alloc_pages_nodemask+0x899/0x930 Apr 18 16:56:18 v125000100.bja kernel: : [22254386.739001] [<ffffffff81159c6a>] ? alloc_pages_vma+0x9a/0x150
通过标红的部分可以看到big_mm占用了2301932K,anon-rss全部是mmap分配的大内存块。后面红色的CallTrace标识出来kernel oom-killer的stack,后面我们会针对该call trace分析一下oom killer的代码。
/proc/[pid]/oom_adj ,该pid进程被oom killer杀掉的权重,介于 [-17,15]之间,越高的权重,意味着更可能被oom killer选中,-17表示禁止被kill掉。
/proc/[pid]/oom_score,当前该pid进程的被kill的分数,越高的分数意味着越可能被kill,这个数值是根据oom_adj运算后的结果,是oom_killer的主要参考。
触发oom killer时/var/log/message打印了进程的score:
Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758297] [ pid ] uid tgid total_vm rss cpu oom_adj oom_score_adj name Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758311] [ 399] 0 399 2709 133 2 -17 -1000 udevd Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758314] [ 810] 0 810 2847 43 0 0 0 svscanboot Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758317] [ 824] 0 824 1039 21 0 0 0 svscan Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758320] [ 825] 0 825 993 17 1 0 0 readproctitle Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758322] [ 826] 0 826 996 16 0 0 0 supervise Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758325] [ 827] 0 827 996 17 0 0 0 supervise Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758327] [ 828] 0 828 996 16 0 0 0 supervise Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758330] [ 829] 0 829 996 17 2 0 0 supervise Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758333] [ 830] 0 830 6471 152 0 0 0 run Apr 18 16:56:18 v125000100.bja kernel: : [22254386.758335] [ 831] 99 831 1032 21 0 0 0 multilog
__alloc_pages_nodemask分配内存 -> 发现内存不足(或低于low memory) out_of_memory -> 选中一个得分最高的processor进行select_bad_process -> kill
/**
* out_of_memory - kill the "best" process when we run out of memory
*/
void out_of_memory(struct zonelist *zonelist, gfp_t gfp_mask,
int order, nodemask_t *nodemask, bool force_kill)
{
// 等待notifier调用链返回,如果有内存了则跳过
blocking_notifier_call_chain(&oom_notify_list, 0, &freed);
if (freed > 0)
/* Got some memory back in the last second. */
return;
/*
* 如果进程即将退出,则表明可能会有内存可以使用了
*/
if (fatal_signal_pending(current) || current->flags & PF_EXITING) {
set_thread_flag(TIF_MEMDIE);
return;
}
/*
* 如果设置了sysctl的panic_on_oom,则内核直接panic
*/
check_panic_on_oom(constraint, gfp_mask, order, mpol_mask);
// 如果设置了oom_kill_allocating_task
// 则杀死正在申请内存的processor
if (sysctl_oom_kill_allocating_task && current->mm &&
!oom_unkillable_task(current, NULL, nodemask) &&
current->signal->oom_score_adj != OOM_SCORE_ADJ_MIN) {
get_task_struct(current);
oom_kill_process(current, gfp_mask, order, 0, totalpages, NULL,
nodemask,
"Out of memory (oom_kill_allocating_task)");
goto out;
}
// 寻找bad指数最高的进程,kill
p = select_bad_process(&points, totalpages, mpol_mask, force_kill);
/* Found nothing?!?! Either we hang forever, or we panic. */
if (!p) {
dump_header(NULL, gfp_mask, order, NULL, mpol_mask);
panic("Out of memory and no killable processes...\n");
}
if (p != (void *)-1UL) {
oom_kill_process(p, gfp_mask, order, points, totalpages, NULL,
nodemask, "Out of memory");
killed = 1;
}
out:
/*
* Give the killed threads a good chance of exiting before trying to
* allocate memory again.
*/
if (killed)
schedule_timeout_killable(1);
}
select_bad_process() 调用oom_badness计算权值:
/**
* oom_badness - heuristic function to determine which candidate task to kill
*
*/
unsigned long oom_badness(struct task_struct *p, struct mem_cgroup *memcg,
const nodemask_t *nodemask, unsigned long totalpages)
{
long points;
long adj;
// 内部判断是否是pid为1的initd进程,是否是kthread内核进程,是否是其他cgroup,如果是则跳过
if (oom_unkillable_task(p, memcg, nodemask))
return 0;
p = find_lock_task_mm(p);
if (!p)
return 0;
// 获得/proc/[pid]/oom_adj权值
adj = (long)p->signal->oom_score_adj;
if (adj == OOM_SCORE_ADJ_MIN) {
task_unlock(p);
return 0;
}
// 获得进程RSS内存占用
points = get_mm_rss(p->mm) + p->mm->nr_ptes +
get_mm_counter(p->mm, MM_SWAPENTS);
task_unlock(p);
// 计算步骤如下
/*
* Root processes get 3% bonus, just like the __vm_enough_memory()
* implementation used by LSMs.
*/
if (has_capability_noaudit(p, CAP_SYS_ADMIN))
adj -= 30;
/* Normalize to oom_score_adj units */
adj *= totalpages / 1000;
points += adj;
/*
* Never return 0 for an eligible task regardless of the root bonus and
* oom_score_adj (oom_score_adj can‘t be OOM_SCORE_ADJ_MIN here).
*/
return points > 0 ? points : 1;
}
Linux -- 内存控制之oom kiiler机制及代码分析,布布扣,bubuko.com
Linux -- 内存控制之oom kiiler机制及代码分析
原文:http://blog.csdn.net/gugemichael/article/details/24017515