RabbitMQ (beam.smp)和高CPU/内存负载问题



我有一个debian盒子,用celery和rabbitmq运行了大约一年的任务。最近我注意到任务没有被处理,所以我登录到系统,注意到芹菜不能连接到rabbitmq。我重新启动了rabbitmq-server,尽管芹菜不再抱怨了,但它现在没有执行新的任务。奇怪的是,rabbitmq正在疯狂地吞噬cpu和内存资源。重新启动服务器不能解决问题。花了几个小时在网上寻找解决方案,但无济于事,我决定重建服务器。

我用Debian 7.5, rabbitmq 2.8.4,芹菜3.1.13 (Cipater)重建了新的服务器。大约一个小时左右,一切都工作得很好,直到芹菜开始抱怨,它不能连接到rabbitmq!

[2014-08-06 05:17:21,036: ERROR/MainProcess] consumer: Cannot connect to amqp://guest:**@127.0.0.1:5672//: [Errno 111] Connection refused.
Trying again in 6.00 seconds...

我重新启动rabbitmq service rabbitmq-server start和相同的问题增益:

rabbitmq又开始膨胀,不断地冲击CPU,慢慢地接管所有内存和交换空间:

PID USER      PR  NI  VIRT  RES  SHR S  %CPU %MEM    TIME+  COMMAND
21823 rabbitmq  20   0  908m 488m 3900 S 731.2 49.4   9:44.74 beam.smp

下面是rabbitmqctl status的结果:

Status of node 'rabbit@li370-61' ...
[{pid,21823},
 {running_applications,[{rabbit,"RabbitMQ","2.8.4"},
                        {os_mon,"CPO  CXC 138 46","2.2.9"},
                        {sasl,"SASL  CXC 138 11","2.2.1"},
                        {mnesia,"MNESIA  CXC 138 12","4.7"},
                        {stdlib,"ERTS  CXC 138 10","1.18.1"},
                        {kernel,"ERTS  CXC 138 10","2.15.1"}]},
 {os,{unix,linux}},
 {erlang_version,"Erlang R15B01 (erts-5.9.1) [source] [64-bit] [smp:8:8] [async-threads:30] [kernel-poll:true]n"},
 {memory,[{total,489341272},
          {processes,462841967},
          {processes_used,462685207},
          {system,26499305},
          {atom,504409},
          {atom_used,473810},
          {binary,98752},
          {code,11874771},
          {ets,6695040}]},
 {vm_memory_high_watermark,0.3999999992280962},
 {vm_memory_limit,414559436},
 {disk_free_limit,1000000000},
 {disk_free,48346546176},
 {file_descriptors,[{total_limit,924},
                    {total_used,924},
                    {sockets_limit,829},
                    {sockets_used,3}]},
 {processes,[{limit,1048576},{used,1354}]},
 {run_queue,0},

/var/log/rabbitmq中的一些条目:

=WARNING REPORT==== 8-Aug-2014::00:11:35 ===
Mnesia('rabbit@li370-61'): ** WARNING ** Mnesia is overloaded: {dump_log,
                                                                write_threshold}
=WARNING REPORT==== 8-Aug-2014::00:11:35 ===
Mnesia('rabbit@li370-61'): ** WARNING ** Mnesia is overloaded: {dump_log,
                                                                write_threshold}
=WARNING REPORT==== 8-Aug-2014::00:11:35 ===
Mnesia('rabbit@li370-61'): ** WARNING ** Mnesia is overloaded: {dump_log,
                                                                write_threshold}
=WARNING REPORT==== 8-Aug-2014::00:11:35 ===
Mnesia('rabbit@li370-61'): ** WARNING ** Mnesia is overloaded: {dump_log,
                                                                write_threshold}
=WARNING REPORT==== 8-Aug-2014::00:11:36 ===
Mnesia('rabbit@li370-61'): ** WARNING ** Mnesia is overloaded: {dump_log,
                                                                write_threshold}
=INFO REPORT==== 8-Aug-2014::00:11:36 ===
vm_memory_high_watermark set. Memory used:422283840 allowed:414559436
=WARNING REPORT==== 8-Aug-2014::00:11:36 ===
memory resource limit alarm set on node 'rabbit@li370-61'.
**********************************************************
*** Publishers will be blocked until this alarm clears ***
**********************************************************
=INFO REPORT==== 8-Aug-2014::00:11:43 ===
started TCP Listener on [::]:5672
=INFO REPORT==== 8-Aug-2014::00:11:44 ===
vm_memory_high_watermark clear. Memory used:290424384 allowed:414559436
=WARNING REPORT==== 8-Aug-2014::00:11:44 ===
memory resource limit alarm cleared on node 'rabbit@li370-61'
=INFO REPORT==== 8-Aug-2014::00:11:59 ===
vm_memory_high_watermark set. Memory used:414584504 allowed:414559436
=WARNING REPORT==== 8-Aug-2014::00:11:59 ===
memory resource limit alarm set on node 'rabbit@li370-61'.
**********************************************************
*** Publishers will be blocked until this alarm clears ***
**********************************************************
=INFO REPORT==== 8-Aug-2014::00:12:00 ===
vm_memory_high_watermark clear. Memory used:411143496 allowed:414559436
=WARNING REPORT==== 8-Aug-2014::00:12:00 ===
memory resource limit alarm cleared on node 'rabbit@li370-61'
=INFO REPORT==== 8-Aug-2014::00:12:01 ===
vm_memory_high_watermark set. Memory used:415563120 allowed:414559436
=WARNING REPORT==== 8-Aug-2014::00:12:01 ===
memory resource limit alarm set on node 'rabbit@li370-61'.
**********************************************************
*** Publishers will be blocked until this alarm clears ***
**********************************************************
=INFO REPORT==== 8-Aug-2014::00:12:07 ===
Server startup complete; 0 plugins started.
=ERROR REPORT==== 8-Aug-2014::00:15:32 ===
** Generic server rabbit_disk_monitor terminating 
** Last message in was update
** When Server state == {state,"/var/lib/rabbitmq/mnesia/rabbit@li370-61",
                               50000000,46946492416,100,10000,
                               #Ref<0.0.1.79456>,false}
** Reason for termination == 
** {unparseable,[]}
=INFO REPORT==== 8-Aug-2014::00:15:37 ===
Disk free limit set to 50MB
=ERROR REPORT==== 8-Aug-2014::00:16:03 ===
** Generic server rabbit_disk_monitor terminating 
** Last message in was update
** When Server state == {state,"/var/lib/rabbitmq/mnesia/rabbit@li370-61",
                               50000000,46946426880,100,10000,
                               #Ref<0.0.1.80930>,false}
** Reason for termination == 
** {unparseable,[]}
=INFO REPORT==== 8-Aug-2014::00:16:05 ===
Disk free limit set to 50MB

更新:当从rabbitmq.com仓库安装最新版本的rabbitmq(3.3.4-1)时,问题似乎已经解决了。最初我从Debian存储库中安装了一个(2.8.4)。到目前为止,rabbitmq-server工作正常。如果问题再次出现,我会更新这篇文章。

更新:不幸的是,大约24小时后,问题再次出现,rabbitmq关闭,重新启动进程会使它消耗资源,直到它在几分钟内再次关闭。

我终于找到了解决办法。这些帖子帮助我们弄清楚了这一点。EC2上的RabbitMQ消耗大量CPU和https://serverfault.com/questions/337982/how-do-i-restart-rabbitmq-after-switching-machines

发生的事情是rabbitmq持有所有从未释放的结果,以至于它变得过载。我清除了/var/lib/rabbitmq/mnesia/rabbit/中所有过时的数据,重新启动兔子,现在工作正常。

我的解决方案是禁用存储结果与CELERY_IGNORE_RESULT = True一起在芹菜配置文件,以确保这种情况不会再次发生。

您也可以重置队列:

Warning: 清空所有数据和配置!

sudo service rabbitmq-server start
sudo rabbitmqctl stop_app
sudo rabbitmqctl reset
sudo rabbitmqctl start_app

如果您的系统没有响应,您可能需要在重启后立即运行这些命令。

由于芹菜,您正在耗尽内存资源,我遇到了类似的问题,这是芹菜后端结果使用的队列问题。

你可以使用rabbitmqctl list_queues命令检查有多少队列,如果这个数字永远增长,请注意。在这种情况下,看看你的芹菜的用法。

关于芹菜,如果你没有得到异步事件的结果,不要配置一个后端来存储这些未使用的结果。

我遇到过一个类似的问题,结果是由于一些流氓RabbitMQ客户端应用程序。问题似乎是由于一些未处理的错误,流氓应用程序一直试图与RabbitMQ代理建立连接。一旦客户端应用程序重新启动,一切都恢复正常(因为应用程序停止故障,并且停止尝试在无限循环中与RabbitMQ建立连接)

另一个可能原因:management-plugin.

我运行的RabbitMQ 3.8.1与启用管理插件。在一个10核服务器上,我的cpu使用率高达1000%,有3个空闲消费者,没有发送任何消息,还有一个队列。

当我通过执行rabbitmq-plugins disable rabbitmq_management禁用管理插件时,使用率下降到0%,偶尔出现200%的峰值。

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