Postgresql在ubuntu 22.04上遭遇OOM的处理方法

OOM机制就是kill那些占用内存多且优先级低的进程以此来保证操作系统内核的正常运转,一旦我们关闭OOM可能会导致操作系统内核奔溃。

https://manpages.ubuntu.com/manpages/jammy/en/man1/choom.1.html

Linux kernel uses the badness heuristic to select which process gets killed in out of memory conditions.

Linux 内核使用不良探索式来选择在内存不足的情况下终止哪个进程。

涉及两个重要参数

oom_score

可以简单理解oom_score=内存消耗/总内存 *1000,也就是badneess分数,最高的会被kill掉

The badness heuristic assigns a value to each candidate task ranging from 0 (never kill) to 1000 (always kill) to determine which process is targeted. The units are roughly a proportion along that range of allowed memory the process may allocate from based on an estimation of its current memory and swap use. For example, if a task is using all allowed memory, its badness score will be 1000. If it is using half of its allowed memory, its score will be 500.

不良探索式为每个候选任务分配一个从 0(从不杀死)到 1000(总是杀死)的值,以确定哪个进程是目标。这些单位大致是进程可以根据其当前内存和交换使用的估计进行分配的允许内存范围的比例。例如,如果某个任务使用了所有允许的内存,则其不良分数将为 1000。如果它使用了允许的内存的一半,则其分数将为 500。

oom_score_adj

The adjust score value is added to the badness score before it is used to determine which task to kill. Acceptable values range from -1000 to +1000. This allows userspace to polarize the preference for oom killing either by always preferring a certain task or completely disabling it. The lowest possible value, -1000, is equivalent to disabling oom killing entirely for that task since it will always report a badness score of 0.

Setting an adjust score value of +500, for example, is roughly equivalent to allowing the remainder of tasks sharing the same system, cpuset, mempolicy, or memory controller resources to use at least 50% more memory. A value of -500, on the other hand, would be roughly equivalent to discounting 50% of the task's allowed memory from being considered as scoring against the task.

调整分数值会先添加到不良分数中,然后再用于确定要终止哪个任务。可接受的值范围为 -1000 到 +1000(建议值越小,进程被杀的机会越低。如果将其设置为 -1000 时,进程将被禁止杀掉。)。这允许用户空间通过始终优先选择某个任务或完全禁用它来极化 oom 终止的偏好。最低可能值 -1000,相当于完全禁用该任务的 oomkilling,因为它总是报告 0 的坏度分数。

例如,将调整分值设置为 +500 大致相当于允许共享相同系统、cpuset、mempolicy 或内存控制器资源的其余任务使用至少 50% 以上的内存。另一方面,值 -500 大致相当于将任务允许内存的 50% 打折扣,不将其视为针对任务的评分。

OOM的存在是为了保证操作系统内核的正常运行

https://www.oracle.com/technical-resources/articles/it-infrastructure/dev-oom-killer.html

The Linux kernel allocates memory upon the demand of the applications running on the system. Because many applications allocate their memory up front and often don't utilize the memory allocated, the kernel was designed with the ability to over-commit memory to make memory usage more efficient. This over-commit model allows the kernel to allocate more memory than it actually has physically available. If a process actually utilizes the memory it was allocated, the kernel then provides these resources to the application. When too many applications start utilizing the memory they were allocated, the over-commit model sometimes becomes problematic and the kernel must start killing processes in order to stay operational. The mechanism the kernel uses to recover memory on the system is referred to as the out-of-memory killer or OOM killer for short.

Linux 内核根据系统上运行的应用程序的需求分配内存。由于许多应用程序预先分配内存并且通常不利用分配的内存,因此内核设计为能够过度使用内存以使内存使用更有效。这种过度使用模型允许内核分配比实际可用的内存更多的内存。如果进程实际使用了为其分配的内存,则内核会将这些资源提供给应用程序。当太多应用程序开始使用为其分配的内存时,过度提交模型有时会出现问题,并且内核必须开始终止进程​​才能保持运行。内核用于恢复系统内存的机制称为内存不足杀手或简称 OOM 杀手。

查看服务器是否禁用了OOM机制,执行sysctl -a |grep panic_on_oom,如果vm.panic_on_oom=0就表示开启,如果想禁用的话执行vim /etc/sysctl.conf,修改vm.panic_on_oom = 1(1表示关闭,默认为0表示开启OOM),再执行sysctl -p

Postgresql在ubuntu上遭遇OOM的一个例子

服务器本身的内存和swap信息

bash 复制代码
root@PGD001:~# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       19815        2984        4956        9258        6822
Swap:           4095          12        4083

dmesg命令看到信息如下

bash 复制代码
root@PGD001:~# dmesg -T |grep postgres
[Wed Nov 15 20:31:32 2023] oom-kill:constraint=CONSTRAINT_NONE,nodemask=(null),cpuset=system-postgresql.slice,mems_allowed=0,global_oom,task_memcg=/system.slice/mountdatadomaindir.service,task=bash,pid=2392236,uid=0
[Wed Nov 15 20:31:33 2023] Out of memory: Killed process 2627 (postgres) total-vm:37766764kB, anon-rss:24965976kB, file-rss:2476kB, shmem-rss:2224896kB, UID:115 pgtables:63852kB oom_score_adj:-900
[Wed Nov 15 20:31:36 2023] oom_reaper: reaped process 2627 (postgres), now anon-rss:0kB, file-rss:0kB, shmem-rss:2224896kB

备注:anon-rss表示anonymous resident set size匿名驻留集

egrep看到OS错误日志信息如下,发现很多服务都被oom-kill掉了

bash 复制代码
root@PGD001:~# egrep -i -r 'killed process' /var/log/syslog
Nov 15 20:31:34 PGD001 kernel: [1097200.699832] Out of memory: Killed process 2392264 (centrifydc) total-vm:4228kB, anon-rss:156kB, file-rss:1016kB, shmem-rss:0kB, UID:0 pgtables:48kB oom_score_adj:0
Nov 15 20:31:34 PGD001 kernel: [1097200.788886] Out of memory: Killed process 2392236 (bash) total-vm:7368kB, anon-rss:240kB, file-rss:744kB, shmem-rss:0kB, UID:0 pgtables:60kB oom_score_adj:0
Nov 15 20:31:34 PGD001 kernel: [1097200.947275] Out of memory: Killed process 872 (systemd-timesyn) total-vm:89356kB, anon-rss:128kB, file-rss:0kB, shmem-rss:0kB, UID:104 pgtables:72kB oom_score_adj:0
Nov 15 20:31:34 PGD001 kernel: [1097201.246575] Out of memory: Killed process 2392239 (boostfs) total-vm:9584kB, anon-rss:256kB, file-rss:216kB, shmem-rss:0kB, UID:0 pgtables:52kB oom_score_adj:0
Nov 15 20:31:34 PGD001 kernel: [1097201.248859] Out of memory: Killed process 2627 (postgres) total-vm:37766764kB, anon-rss:24965976kB, file-rss:2476kB, shmem-rss:2224896kB, UID:115 pgtables:63852kB oom_score_adj:-900

OS错误日志记录postgresql的信息如下
root@PGD001:~# vim /var/log/syslog
Nov 15 20:31:34 PGD001 kernel: [1097200.788558] Tasks state (memory values in pages):
Nov 15 20:31:34 PGD001 kernel: [1097200.788559] [  pid  ]   uid  tgid total_vm      rss pgtables_bytes swapents oom_score_adj name
Nov 15 20:31:34 PGD001 kernel: [1097200.788606] [   1033]   115  1033  2169621    34143   536576      453          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788613] [   1096]   115  1096    18294      356   118784      471          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788616] [   1097]   115  1097  2169737  1004636 10375168      477          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788619] [   1098]   115  1098  2169666    21642   315392      484          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788621] [   1106]   115  1106  2169621     4454   172032      482          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788624] [   1107]   115  1107  2170049      704   188416      495          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788626] [   1108]   115  1108  2169647      369   139264      467          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788630] [   1109]   115  1109  2170018      552   159744      494          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788633] [   2627]   115  2627  9441691  6798507 65384448   989683          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788636] [2377149]   115 2377149  2171112     6198   315392      468          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788639] [2377150]   115 2377150  2171136     6728   315392      410          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788643] [2382504]   115 2382504  2172165     7311   323584      394          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788649] [2390327]   115 2390327  2172158     7270   323584      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788655] [2392025]   115 2392025  2240168   194775  3178496      371          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788659] [2392066]   115 2392066  2173236    43043  1736704      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788663] [2392076]   115 2392076  2193878   120763  2428928      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788665] [2392080]   115 2392080  2243484   197961  3190784      371          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788668] [2392093]   115 2392093  2226648   154194  2289664      371          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788671] [2392095]   115 2392095  2224712    63962  1990656      373          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788673] [2392110]   115 2392110  2241676   167738  2383872      373          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788676] [2392114]   115 2392114  2173331    41251  1609728      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788678] [2392115]   115 2392115  2170462     6530   417792      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788680] [2392116]   115 2392116  2174010    40685  1613824      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788682] [2392117]   115 2392117  2172912    35250  1581056      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788684] [2392124]   115 2392124  2172228    34549  1527808      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788687] [2392127]   115 2392127  2171267     9574   462848      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788689] [2392128]   115 2392128  2202943   240863  3563520      372          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788691] [2392140]   115 2392140  2193312   118464  2379776      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788695] [2392141]   115 2392141  2193830   121733  2387968      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788698] [2392142]   115 2392142  2193614   118047  2404352      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788701] [2392143]   115 2392143  2193945   118742  2387968      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788703] [2392144]   115 2392144  2173072    25293   753664      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788706] [2392145]   115 2392145  2173311    25541   753664      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788708] [2392150]   115 2392150  2170682     9356   434176      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788711] [2392160]   115 2392160  2171583    13385   655360      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788713] [2392162]   115 2392162  2171217    27180  1327104      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788715] [2392163]   115 2392163  2170622     9180   462848      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788717] [2392171]   115 2392171  2171229    25619  1241088      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788720] [2392173]   115 2392173  2170552     6687   376832      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788722] [2392174]   115 2392174  2170484     6309   385024      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788725] [2392176]   115 2392176  2171478    11652   610304      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788727] [2392177]   115 2392177  2170490     7124   425984      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788731] [2392178]   115 2392178  2170710    11417   561152      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788734] [2392179]   115 2392179  2170753    10507   548864      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788737] [2392180]   115 2392180  2170563     8826   471040      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788740] [2392181]   115 2392181  2170563     8319   471040      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788743] [2392182]   115 2392182  2171492    12312   598016      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788747] [2392184]   115 2392184  2171367    17877   815104      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788750] [2392185]   115 2392185  2171227     9037   430080      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788753] [2392195]   115 2392195  2170402     6457   413696      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788757] [2392197]   115 2392197  2171241    16841   843776      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788761] [2392200]   115 2392200  2174518    71413  1560576      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788764] [2392201]   115 2392201  2171813    16907   835584      376          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788766] [2392202]   115 2392202  2170446     6224   323584      379          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788769] [2392215]   115 2392215  2171139    13606   651264      377          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788773] [2392218]   115 2392218  2197655     6652   512000      405          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788777] [2392219]   115 2392219  2197655     6768   512000      405          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788780] [2392233]   115 2392233  2170461     6442   327680      378          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788786] [2392237]   115 2392237  2170063      977   196608      382          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788793] [2392240]   115 2392240  2170063      913   196608      390          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788797] [2392241]   115 2392241  2170063      690   155648      390          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788801] [2392242]   115 2392242  2170063      958   172032      390          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788804] [2392243]   115 2392243  2170063     1174   196608      388          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788807] [2392244]   115 2392244  2170063     1117   196608      388          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788810] [2392245]   115 2392245  2170063      716   155648      390          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788813] [2392246]   115 2392246  2170063      958   196608      388          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788816] [2392247]   115 2392247  2170063      909   196608      388          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788819] [2392249]   115 2392249  2169653      588   118784      406          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788822] [2392250]   115 2392250  2169621      441   118784      407          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788825] [2392251]   115 2392251  2170063      968   196608      388          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788828] [2392252]   115 2392252  2169653      403   118784      406          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788831] [2392253]   115 2392253  2169621      536   118784      407          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788834] [2392254]   115 2392254  2169621      299   118784      407          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788837] [2392255]   115 2392255  2170063     1316   217088      382          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788841] [2392256]   115 2392256  2170053      974   200704      420          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788845] [2392258]   115 2392258  2169621      367   118784      432          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788847] [2392259]   115 2392259  2169653      557   118784      407          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788850] [2392260]   115 2392260  2169621      349   118784      433          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788853] [2392261]   115 2392261  2169621      535   118784      435          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788855] [2392262]   115 2392262  2169621      360   118784      433          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788858] [2392263]   115 2392263  2169621      299   118784      407          -900 postgres
Nov 15 20:31:34 PGD001 kernel: [1097200.788860] [2392265]   115 2392265  2169621      364   118784      447          -900 postgres

Postgresql 被oom后,重新启动postgresql后

查看postgresql服务的oom_score和oom_score_adj值

bash 复制代码
root@PGD001:~# ps -ef|grep postgres |grep PGDATA
postgres 2393324       1  0 02:01 ?        00:00:27 /usr/lib/postgresql/15/bin/postgres -D /PGDATA
root@PGD001:~# cat /proc/2393324/oom_score_adj
-900
root@PGD001:~# cat /proc/2393324/oom_score
70

查看操作系统级别的参数

bash 复制代码
root@DAILACHDBUD001:~# sysctl -a |grep kernel.shmmax
kernel.shmmax = 18446744073692774399
root@DAILACHDBUD001:~# sysctl -a |grep kernel.shmall
kernel.shmall = 18446744073692774399
root@DAILACHDBUD001:~# sysctl -a |grep kernel.shmmni
kernel.shmmni = 4096

root@PGD001:~# cat /etc/security/limits.conf |grep -v "#"
*                 soft   nofile          1024
*                 hard   nofile          2048
*                 soft   nproc           1024
*                 hard   nproc           2048

查看postgresql数据库级别的参数

bash 复制代码
postgres=# show shared_buffers;
 shared_buffers
----------------
 8GB

postgres=# show max_connections;
 max_connections
-----------------
 200

postgres=# show work_mem;
 work_mem
----------
 4MB

postgres=# show temp_buffers;
 temp_buffers
--------------
 8MB

postgres=# show maintenance_work_mem;
 maintenance_work_mem
----------------------
 64MB

postgres=# show autovacuum_work_mem;
 autovacuum_work_mem
---------------------
 -1

postgres=# show autovacuum_max_workers;
 autovacuum_max_workers
------------------------
 3

备注:

shared_buffers:设置数据库服务器将使用的共享内存缓冲区量。如果有一个专用的 1GB 或更多内存的数据库服务器,一个合理的shared_buffers开始值是系统内存的25%

work_mem:指定在写到临时磁盘文件之前被内部排序操作和哈希表使用的内存量。该值默认为四兆字节(4MB)

temp_buffers:设置每个数据库会话使用的临时缓冲区的最大数目。这些都是会话的本地缓冲区,只用于访问临时表。默认是8MB

autovacuum_work_mem指定每个自动清理工作者进程能使用的最大内存量。其默认值为-1表示转而使用maintenance_work_mem的值,当自动清理运行时,可能会分配最多达这个内存的autovacuum_max_workers倍

查看当前程序占用内存的信息

bash 复制代码
root@PGD001:~# smem -t -r -a | head -20
    PID User             Command                                                                                                               Swap      USS      PSS      RSS
2394448 postgres         postgres: 15/main: veeamuser VeeamBackupReporting 172.22.137.89(50228) idle                                            380 20701320 21192492 21812648
2393326 postgres         postgres: 15/main: checkpointer                                                                                         44   842436  1842987  3047168
3846886 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58846) idle                                                     380   256848   567859  1011720
3846852 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58654) SELECT                                                   380   130864   308700   619768
2392350 root             /opt/emc/boostfs/bin/boostfs mount /mnt/datadomaindir -d DAILADD01.dai.netdai.com -s daipostgres -o allow-others=true 3888   292596   292670   294968
3846901 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58926) idle                                                     380    87968   149992   386656
3846903 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58928) idle                                                     380    76084   137657   373052
3846877 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58815) idle                                                     380    26056   126282   387476
2393324 postgres         /usr/lib/postgresql/15/bin/postgres -D /PGDATA                                                                          44    52700    77518   200092
3846889 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58860) idle                                                     380    25172    57457   205336
    633 root             /sbin/multipathd -d -s                                                                                                   0    22712    23409    27924
3846902 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58927) idle                                                     380    11204    23353   132416
    961 root             /usr/lib/snapd/snapd                                                                                                  2132    18836    18876    20848
3846890 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58861) idle                                                     380     8552    18772   117992
3846899 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58914) idle                                                     380     7340    18020   119676
2393327 postgres         postgres: 15/main: background writer                                                                                    80      336    17668    91248
3846898 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58913) idle                                                     380     6092    16874   115916
3846904 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58930) idle                                                     380     7024    15296   104320
3846908 postgres         postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(58957) idle                                                     380    11440    14047    66592
bash 复制代码
root@PGD001:~# smem -u -p -a
User             Count    Swap     USS     PSS     RSS
systemd-timesync     1   0.00%   0.00%   0.00%   0.02%
messagebus           1   0.01%   0.00%   0.00%   0.02%
systemd-network      1   0.00%   0.01%   0.01%   0.02%
syslog               1   0.00%   0.01%   0.01%   0.02%
systemd-resolve      1   0.00%   0.02%   0.02%   0.03%
root                21   0.22%   1.19%   1.25%   1.56%
postgres            43   0.34%  68.76%  75.26%  90.34%
bash 复制代码
root@PGD001:~# top 
...
    PID USER      PR  NI    VIRT    RES    SHR S  %CPU  %MEM     TIME+ COMMAND
2394448 postgres  20   0   27.0g  21.0g   2.4g S   0.0  67.1   4100:15 postgres
2393326 postgres  20   0 8678924   2.9g   2.9g S   0.0   9.3  10:32.81 postgres
3855468 postgres  20   0 8807032 846728 818960 S   0.0   2.6   0:00.73 postgres
3855453 postgres  20   0 8877256 587404 492304 S   0.0   1.8   0:07.70 postgres
3855466 postgres  20   0 8778480 383144 287312 S  20.5   1.2   0:02.36 postgres
3855465 postgres  20   0 8775984 380292 288272 S   2.6   1.2   0:01.85 postgres
3855464 postgres  20   0 8774756 376020 287796 S   3.0   1.1   0:01.97 postgres
3855481 postgres  20   0 8703792 371900 345996 S  22.8   1.1   0:01.11 postgres
2392350 root      20   0 1182364 292852   2700 S   0.0   0.9  54:37.50 boostfs
2393324 postgres  20   0 8678484 200092 197304 S   0.0   0.6  24:03.58 postgres
2393327 postgres  20   0 8678648  90992  88152 S   0.0   0.3   0:27.56 postgres
3855473 postgres  20   0 8687624  76032  69008 S   0.7   0.2   0:00.07 postgres
3855483 postgres  20   0 8694496  66440  52784 S   0.0   0.2   0:00.04 postgres
3855463 postgres  20   0 8682872  59528  54192 S   0.3   0.2   0:00.06 postgres
3855482 postgres  20   0 8681836  42672  38304 S   0.0   0.1   0:00.03 postgres
3855471 postgres  20   0 8681720  39628  35356 S   0.0   0.1   0:00.02 postgres
3799836 postgres  20   0 8684528  39412  32052 S   0.0   0.1   0:18.87 postgres
3854094 postgres  20   0 8684520  39336  32008 S   0.0   0.1   0:00.86 postgres
3746080 postgres  20   0 8684644  39300  31820 S   0.0   0.1   0:35.88 postgres
3855475 postgres  20   0 8681652  38492  34096 S   0.0   0.1   0:00.02 postgres

备注:

VIRT:进程占用的虚拟内存空间大小,包含了在已经映射到物理内存空间的部分和尚未映射到物理内存空间的部分总和。VIRT是virtual memory usage虚拟内存的缩写,虚拟内存是一个假象的内存空间,在程序运行过程中虚拟内存空间中需要被访问的部分会被映射到物理内存空间中。虚拟内存空间大只能表示程序运行过程中可访问的空间比较大,不代表物理内存空间占用也大,VIRT = SWAP + RES

RES:进程占用的虚拟内存空间中已经映射到物理内存空间的那部分的大小。看进程在运行过程中占用了多少内存应该看RES的值而不是VIRT的值。RES是resident memory usage常驻内存的缩写,常驻内存就是进程实实在在占用的物理内存。一般我们所讲的进程占用了多少内存,其实就是说的占用了多少常驻内存而不是多少虚拟内存。

SHR:SHR是share(共享)的缩写,表示进程占用的共享内存大小,共享内存就是被多个进程所共享的内存,比如动态库libc.so占用的内存就是共享内存,因为这个共享内存可能被很多不同会话使用,但是这些会话都会去调用libc.so

VSS:Virtual Set Size是进程向系统申请的虚拟内存,和VIRT一样

RSS:Resident Set Size是进程在 RAM 中实际保存的总内存,和RES一样

PSS:Proportional Set Size是单个进程运行时实际占用的物理内存

USS:Unique Set Size是进程独自占用的物理内存

查看会话信息

bash 复制代码
postgres=# show idle_session_timeout ;
 idle_session_timeout
----------------------
 0

postgres=# select count(*) from pg_stat_activity where state='idle';
 count
-------
    45

postgres=# select pid,usename,datname,client_addr,state from pg_stat_activity;
   pid   |  usename  |       datname        |  client_addr  | state
---------+-----------+----------------------+---------------+--------
 2393349 |           |                      |               |
 2393351 | postgres  |                      |               |
 3931348 | postgres  | postgres             | 172.22.138.94 | idle
 3949134 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949093 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949090 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949094 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949135 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 2394448 | veeamuser | VeeamBackupReporting | 172.22.137.89 | idle
 3854094 | postgres  | postgres             | 172.22.138.94 | idle
 3949083 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949102 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949103 | veeamuser | VeeamBackup          | 172.22.137.89 | active
 3949127 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949084 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949132 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949133 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949095 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949119 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949085 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949125 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949086 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949117 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949104 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949105 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949096 | veeamuser | VeeamBackupReporting | 172.22.137.89 | idle
 3949098 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949136 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949099 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949100 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949101 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949106 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949107 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949137 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949047 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949138 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949108 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
 3949109 | veeamuser | VeeamBackup          | 172.22.137.89 | idle
...

root@PGD001:~# ps -ef|grep postgres
root     2392350       1  0 Nov15 ?        00:59:03 /opt/emc/boostfs/bin/boostfs mount /mnt/datadomaindir -d DAILADD01.dai.netdai.com -s daipostgres -o allow-others=true
postgres 2393324       1  0 Nov15 ?        00:25:46 /usr/lib/postgresql/15/bin/postgres -D /PGDATA
postgres 2393325 2393324  0 Nov15 ?        00:00:00 postgres: 15/main: logger
postgres 2393326 2393324  0 Nov15 ?        00:11:52 postgres: 15/main: checkpointer
postgres 2393327 2393324  0 Nov15 ?        00:00:30 postgres: 15/main: background writer
postgres 2393348 2393324  0 Nov15 ?        00:04:30 postgres: 15/main: walwriter
postgres 2393349 2393324  0 Nov15 ?        00:00:54 postgres: 15/main: autovacuum launcher
postgres 2393350 2393324  0 Nov15 ?        00:00:05 postgres: 15/main: archiver last was 0000000100000137000000E1
postgres 2393351 2393324  0 Nov15 ?        00:00:51 postgres: 15/main: logical replication launcher
postgres 2394448 2393324 38 Nov15 ?        3-02:20:42 postgres: 15/main: veeamuser VeeamBackupReporting 172.22.137.89(50228) SELECT
postgres 3854094 2393324  0 Nov22 ?        00:00:30 postgres: 15/main: postgres postgres 172.22.138.94(63531) idle
postgres 3906865 2393324  0 09:40 ?        00:00:12 postgres: 15/main: postgres postgres 172.22.138.94(52002) idle
postgres 3931348 2393324  0 15:17 ?        00:00:04 postgres: 15/main: postgres postgres 172.22.138.94(54154) idle
postgres 3949113 2393324 24 19:06 ?        00:00:15 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(51688) idle
postgres 3949122 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(51913) idle
postgres 3949123 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(51970) idle
postgres 3949179 2393324 27 19:06 ?        00:00:08 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52262) SELECT
postgres 3949182 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52282) idle
postgres 3949184 2393324  1 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52300) idle
postgres 3949185 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52307) idle
postgres 3949186 2393324  2 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52309) idle
postgres 3949187 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52313) idle
postgres 3949190 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52372) idle
postgres 3949191 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52374) idle
postgres 3949192 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52375) idle
postgres 3949194 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52376) idle
postgres 3949196 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52449) idle
postgres 3949197 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52473) idle
postgres 3949198 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52475) idle
postgres 3949199 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52476) idle
postgres 3949201 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52508) idle
postgres 3949202 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52515) idle
postgres 3949205 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52539) idle
postgres 3949206 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52541) idle
postgres 3949207 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52543) idle
postgres 3949208 2393324 27 19:06 ?        00:00:03 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52542) idle
postgres 3949209 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52567) idle
postgres 3949210 2393324  0 19:06 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52574) idle
postgres 3949212 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52599) idle
postgres 3949218 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52600) idle
postgres 3949219 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52638) idle
postgres 3949220 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52651) idle
postgres 3949222 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52666) idle
postgres 3949224 2393324  0 19:07 ?        00:00:00 postgres: 15/main: veeamuser VeeamBackup 172.22.137.89(52670) idle
...

分析:物理32GB的情况下,OOM时捕获的postgresql最大所需内存居然达total-vm:37766764kB,检查发现postgresql数据库级别的内存参数设置都是合理的,并且postgresql的被OOM级别很低值为-900(-1000的话就不会被内核OOM)。postgresql活动的时候查询到postgresql数据库服务会占用操作系统70%-90%的内存,而且OOM时发现发现不仅仅是postgres数据库服务器其他很多服务也都被oom-kill掉了,那么应该是操作系统级别参数kernel.shmmax和kernel.shmall值可能不太合适,,而且太多会话idle的情况下,内存还是很大,可能idle会话超时时间idle_session_timeout的设置也不太合理,swap值为4GB也不太合适

为避免再次被oom掉,采取如下措施

1、设置kernel.shmmax值17179869184为物理内存的一半,设置kernel.shmall值为4194304=shmmax/page_size

bash 复制代码
root@PGD001:~# vim /etc/sysctl.conf
kernel.shmmax=17179869184
kernel.shmall=4194304
root@PGD001:~# sysctl -p
root@PGD001:~# sysctl -a |grep kernel.shmmax
kernel.shmmax = 17179869184
root@PGD001:~# sysctl -a |grep kernel.shmall
kernel.shmall = 4194304
root@PGD001:~# sysctl -a |grep kernel.shmmni
kernel.shmmni = 4096
root@PGD001:~# ipcs -lm
------ Shared Memory Limits --------
max number of segments = 4096
max seg size (kbytes) = 16777216
max total shared memory (kbytes) = 16777216
min seg size (bytes) = 1

2、设置idle_session_timeout=8h

bash 复制代码
postgres=# alter system set idle_session_timeout='8h';
ALTER SYSTEM
postgres=# select pg_reload_conf();
 pg_reload_conf
----------------
 t
postgres=# show idle_session_timeout;
 idle_session_timeout
----------------------
 8h

3、设置swap为物理内存的1倍即32GB

bash 复制代码
root@PGD001:~# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       20278        2195        4967        9583        6349
Swap:           4095          12        4083

root@PGD001:~# swapon -s
Filename                                Type            Size            Used            Priority
/swap.img                               file            4194300         13120           -2

root@PGD001:/# cat /etc/fstab |grep swap
/swap.img       none    swap    sw      0       0

root@PGD001:/# ll /swap.img
-rw------- 1 root root 4294967296 Sep  6  2022 /swap.img

root@PGD001:/# fallocate -l 4G /swap1.img

root@PGD001:/# chmod 600 /swap1.img

root@PGD001:/# ll /swap1.img
-rw------- 1 root root 4294967296 Nov 22 22:51 /swap1.img

root@PGD001:/# mkswap /swap1.img
Setting up swapspace version 1, size = 4 GiB (4294963200 bytes)
no label, UUID=85b78962-8bae-48d8-a5c0-e30903b7b8d6

root@PGD001:/# swapon /swap1.img

root@PGD001:/# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       20102        2325        4967        9630        6525
Swap:           8191          12        8179
root@PGD001:/# swapon -s
Filename                                Type            Size            Used            Priority
/swap.img                               file            4194300         13120           -2
/swap1.img                              file            4194300         0               -3

root@PGD001:/# swapoff -v /swap.img
swapoff /swap.img

root@PGD001:/# swapon -s
Filename                                Type            Size            Used            Priority
/swap1.img                              file            4194300         0               -2

root@PGD001:/# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       20149        2276        4969        9632        6476
Swap:           4095           0        4095

root@PGD001:/# fallocate -l 32G /swap.img

root@PGD001:/# chmod 600 /swap.img

root@PGD001:/# ll /swap.img
-rw------- 1 root root 34359738368 Nov 22 22:53 /swap.img

root@PGD001:/# mkswap /swap.img
mkswap: /swap.img: warning: wiping old swap signature.
Setting up swapspace version 1, size = 32 GiB (34359734272 bytes)
no label, UUID=9d658937-a89d-472b-aa94-be23e7f8703c

root@PGD001:/# swapon /swap.img

root@PGD001:/# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       20272        2149        4969        9637        6354
Swap:          36863           0       36863

root@PGD001:/# swapoff -v /swap1.img
swapoff /swap1.img

root@PGD001:/# swapon -s
Filename                                Type            Size            Used            Priority
/swap.img                               file            33554428        0               -2

root@PGD001:/# free -m
               total        used        free      shared  buff/cache   available
Mem:           32058       20342        2078        4969        9637        6283
Swap:          32767           0       32767

root@PGD001:/# cat /etc/fstab |grep swap
/swap.img       none    swap    sw      0       0
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