PHP Web System Optimization(undone)

时间:2022-02-02 08:30:06

目录

. 引言
. PHP Pool
. listen
. Process Manage(PM)
. pm.max_children
. PHP DB Connection Pool(数据库连接池)

0. 引言

0x1: WEB系统的性能优化需要考虑哪些方面

对于一个WEB系统来说,从client发起请求,到服务器端处理,最后到返回到client显示结果,在大多数情况下这是一个较长的链路,其中的每一个环节都存在可以优化性能的热点,例如

. 将多台web server配置成集群模式,在集群的前端(逻辑)部署Load Balance Server,将客户端的访问请求"平均地"负载到集群的子节点server中
. 在Load Balance Server和集群之间部署Cache Server,例如对于典型的DB驱动型的应用,使用Redis代替直接Mysql连接就是一个很好的实践
) 对于insert操作,在向mysql插入的同时,向redis中也保存一份
) 对于select操作,优先从redis中查询,如果命中失败,再从mysql中查询
. 集群中的web server采用nginx+php-fpm的组合,nginx在高并发情况下的表现比apache要更好
. 针对web server上的业务代码进行逻辑优化
. 将单点的DB,例如mysql,改为读写分离的主从集群架构
. 使用DB Connection Pool(数据库连接池)代替每次请求都重新创建并销毁DB连接的操作

0x2: PHP解析工作方式

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" alt="" />

首先要明白的是,对于PHP来说,SAPI是PHP必由的和外部交互的通道,所谓的PHP和外部不同的通信交互方式的实现差别,都在SAPI这个层面实现,函数sapi_cgibin_ub_write告诉zend如何输出数据

SAPI提供了一个和外部通信的接口,使得PHP可以和其他应用进行交互数据,PHP默认提供了很多种SAPI

. Apache:mod_php5
. IIS:ISAPI
. SHELL:CLI

PHP从本质上讲是一个脚本代码解释执行容器,而这个解析请求是由WEB容器主动触发的,一般来说,WEB server和PHP的配合方式有以下几种

. Apache + mod_php
. Apache + mod_fastcgi
. nginx + php-fpm

1. Apache + mod_php

这是在LAMP架构中最常用的组合方式,它把PHP编译为APACHE的一个"内置模块",让apache http server本身能够支持php语言,不需要每一个请求都要启动一次"php解释器"来解释执行php
当有一个php请求过来时,直接在httpd进程里完成php的解释执行,并将结果返回

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" alt="" />

在mod_php的源码中,函数sapi_cgibin_ub_write()直接调用了apache的ap_write函数,所以,用mod_php,我们可以把php和apache看成一个模块,两者绑定在一起

2. Apache + mod_fastcgi

fastcgi是http server和第三方程序的交互方式,它可以接收web server发起的请求,解释输入信息,并将处理后的结果返回给服务器。mod_fastcgi是在apache支持下fastcgi协议的模块

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" alt="" />

apache启动后,mod_fastcgi会在启动多个cgi程序,即php-cgi脚本,具体的数目通过配置来指定,当有http请求到来后,httpd进程会选择其中一个当前空闲的php-cgi程序来执行,执行的方式和mod_php类似,也是通过php-cgi提供的sapi完成交互

从源码中可以看到,对于cgi的sapi它是把结果输出到fastcgi提供的stdout上,fastcgi再将数据返回给httpd完成交互

3. nginx + php-fpm 

php-fpm的出现是为了解决在fastcgi模式下cgi管理的问题,php-fpm是一个类似于spwn-cgi的管理工具,可以和任何支持远端fastcgi的web server工作
FPM(FastCGI 进程管理器)用于替换 PHP FastCGI 的大部分附加功能,对于高负载网站是非常有用的

. 支持平滑停止/启动的高级进程管理功能
. 可以工作于不同的 uid/gid/chroot 环境下,并监听不同的端口和使用不同的 php.ini 配置文件(可取代 safe_mode 的设置)
. stdout 和 stderr 日志记录
. 在发生意外情况的时候能够重新启动并缓存被破坏的 opcode
. 文件上传优化支持
. "慢日志" - 记录脚本(不仅记录文件名,还记录 PHP backtrace 信息,可以使用 ptrace或者类似工具读取和分析远程进程的运行数据)运行所导致的异常缓慢
. fastcgi_finish_request() - 特殊功能:用于在请求完成和刷新数据后,继续在后台执行耗时的工作(录入视频转换、统计处理等)
. 动态/静态子进程产生
. 基本 SAPI 运行状态信息(类似Apache的 mod_status)
. 基于 php.ini 的配置文件

Relevant Link:

http://huoding.com/2014/12/25/398
http://php-fpm.org/
http://php.net/manual/zh/install.fpm.php
http://wenku.baidu.com/view/887de969561252d380eb6e92.html
http://baike.baidu.com/view/4168033.htm

1. PHP Pool

这里的池指的是"PHP进程池",PHP允许同时启动多个池,每个池使用不同的配置,各个池之间尊重彼此的主权领土完整,互不干涉内政

"Pool对象(线程池)"是多个 Worker 对象的容器,同时也是它们的控制器。它是对 Worker 功能的高层抽象,包括按照 pthreads 需要的方式来管理应用的功能

<?php
class Config extends Threaded
{ // shared global object
protected $val = , $val2 = ;
protected function inc(){++$this->val;} // protected synchronizes by-object
public function inc2(){++$this->val2;} // no synchronization
}
class WorkerClass extends Worker
{
protected static $worker_id_next = -;
protected $worker_id;
protected $config;
public function __construct($config)
{
$this->worker_id = ++static::$worker_id_next; // static members are not avalable in thread but are in 'main thread'
$this->config = $config;
}
public function run()
{
global $config;
$config = $this->config; // NOTE: setting by reference WON'T work
global $worker_id;
$worker_id = $this->worker_id;
echo "working context {$worker_id} is created!\n";
//$this->say_config(); // globally synchronized function.
}
protected function say_config()
{ // 'protected' is synchronized by-object so WON'T work between multiple instances
global $config; // you can use the shared $config object as synchronization source.
$config->synchronized(function() use (&$config)
{ // NOTE: you can use Closures here, but if you attach a Closure to a Threaded object it will be destroyed as can't be serialized
var_dump($config);
});
}
}
class Task extends Stackable
{
// Stackable still exists, it's just somehow dissappeared from docs (probably by mistake). See older version's docs for more details.
protected $set;
public function __construct($set)
{
$this->set = $set;
}
public function run()
{
global $worker_id;
echo "task is running in {$worker_id}!\n";
usleep(mt_rand(,)*);
$config = $this->getConfig();
$val = $config->arr->shift();
$config->arr[] = $this->set;
for ($i = ; $i < ; ++$i)
{
$config->inc();
$config->inc2();
}
}
public function getConfig(){
global $config; // WorkerClass set this on thread's scope, can be reused by Tasks for additional asynch data source. (ie: connection pool or taskqueue to demultiplexer)
return $config;
}
} $config = new Config;
$config->arr = new Threaded();
$config->arr->merge(array(,,,,,)); class PoolClass extends Pool
{
public function worker_list()
{
if ($this->workers !== null)
return array_keys($this->workers);
return null;
}
}
$pool = new PoolClass(, 'WorkerClass', [$config] );
$pool->worker_list();
//$pool->submitTo(0,new Task(-10)); // submitTo DOES NOT try to create worker $spammed_id = -;
for ($i = ; $i <= ; ++$i)
{
// add some jobs
if ($spammed_id == - && ($x = $pool->worker_list())!= null && @$x[])
{
$spammed_id = $x[];
echo "spamming worker {$spammed_id} with lots of tasks from now on\n";
}
if ($spammed_id != - && ($i % ) == ) // every 5th job is routed to one worker, so it has 20% of the total jobs (with 3 workers it should do ~33%, not it has (33+20)%, so only delegate to worker if you plan to do balancing as well... )
$pool->submitTo($spammed_id,new Task(*$i));
else
$pool->submit(new Task(*$i));
}
$pool->shutdown();
var_dump($config); // "val" is exactly 100000, "val2" is probably a bit less
// also: if you disable the spammer, you'll that the order of the "arr" is random. ?>

默认情况下,PHP 只启用了一个池,所有请求均在这个池中执行。一旦某些请求出现拥堵之类的情况,那么很可能会连累整个池出现火烧赤壁的结局;如果启用多个池,那么可以把请求分门别类放到不同的池中执行,此时如果某些请求出现拥堵之类的情况,那么只会影响自己所在的池,从而控制故障的波及范围

Relevant Link:

http://php.net/manual/zh/class.pool.php
http://netkiller.github.io/journal/thread.php.html

2. listen

从本质上来讲,PHP是一个脚本语言的解释服务器,它接收来自web容器的解析请求,并返回动态解析的结果

虽然 Nginx 和 PHP 可以部署在不同的服务器上,但是实际应用中,多数人都习惯把它们部署在同一台服务器上,如此就有两个选择

. TCP:通过TCP连接的方式向PHP解释器发送解析请求
. Unix Socket:通过Unix Socket方式向PHP解释器发送解析请求

PHP Web System Optimization(undone)

和 TCP 比较,Unix Socket 省略了一些诸如 TCP 三次握手之类的环节,所以相对更高效,不过需要注意的是,在使用 Unix Socket 时,因为没有 TCP 对应的可靠性保证机制,所以最好把 backlog 和 somaxconn 设置大些,否则面对高并发时会不稳定

Relevant Link:

https://blog.linuxeye.com/364.html
http://www.cnxct.com/default-configuration-and-performance-of-nginx-phpfpm-and-tcp-socket-or-unix-domain-socket/

3. Process Manage(PM)

进程管理有动态和静态之分

. 动态模式
一般先启动少量进程,再按照请求数的多少实时调整进程数。如此的优点很明显:节省资源;当然它的缺点也很明显:一旦出现高并发请求,系统将不得不忙着 FORK 新进程,必然会影响性能
. 静态模式
一次性 FORK 足量的进程,之后不管请求量如何均保持不变。和动态模式相比,静态模式虽然消耗了更多的资源,但是面对高并发请求,它不需要执行高昂的 FORK

PHP Web System Optimization(undone)

对于大流量高负载WEB应用来说,使用静态模式进行进程预分配是一个很好的最佳实践

4. pm.max_children

一个 CPU 在某一个时刻只能处理一个请求。当请求数大于 CPU 个数时,CPU 会划分时间片,轮流执行各个请求,既然涉及多个任务的调度,那么上下文切换必然会消耗一部分性能,从这个意义上讲,进程数应该等于 CPU 个数,如此一来每个进程都对应一个专属的 CPU,可以把上下文切换损失的效率降到最低。不过这个结论仅在请求是 CPU 密集型时才是正确的,而对于一般的 Web 请求而言,多半是 IO 密集型的,此时这个结论就值得商榷了,因为数据库查询等 IO 的存在,必然会导致 CPU 有相当一部分时间处于 WAIT 状态,也就是被浪费的状态。此时如果进程数多于 CPU 个数的话,那么当发生 IO 时,CPU 就有机会切换到别的请求继续执行,虽然这会带来一定上下文切换的开销,但是总比卡在 WAIT 状态好多了。

Relevant Link:

http://www.guangla.com/post/2014-03-14/40061238121
http://forum.nginx.org/read.php?3,222702

5. PHP DB Connection Pool(数据库连接池)

Relevant Link:

http://gonzalo123.com/2010/11/01/database-connection-pooling-with-php-and-gearman/

Copyright (c) 2014 LittleHann All rights reserved

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