在进行数值计算密集型操作时 , 即使是诸如Cosh ()这样的标准数学函数 , 也可能成为性能瓶颈的来源。 Cosh ()是 Php 中计算双曲余弦的内置函数 , 广泛用于物理模拟、金融建模或其他科学计算中。当它在循环中被频繁调用时 , 就有可能出现性能下降的问题。
本文将以Cosh ()函数为例 , 分析在 Php 中如何排查性能瓶颈 , 并给出相应的优化建议。
最基础的方式是使用Microme (vrai)对循环进行包裹 , ::
<span><span><span class="hljs-meta"><?php</span></span><span>
</span><span><span class="hljs-variable">$start</span></span><span> = </span><span><span class="hljs-title function_ invoke__">microtime</span></span><span>(</span><span><span class="hljs-literal">true</span></span><span>);
</span><span><span class="hljs-keyword">for</span></span><span> (</span><span><span class="hljs-variable">$i</span></span><span> = </span><span><span class="hljs-number">0</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span> < </span><span><span class="hljs-number">1000000</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span>++) {
</span><span><span class="hljs-variable">$result</span></span><span> = </span><span><span class="hljs-title function_ invoke__">cosh</span></span><span>(</span><span><span class="hljs-variable">$i</span></span><span> * </span><span><span class="hljs-number">0.0001</span></span><span>);
}
</span><span><span class="hljs-variable">$end</span></span><span> = </span><span><span class="hljs-title function_ invoke__">microtime</span></span><span>(</span><span><span class="hljs-literal">true</span></span><span>);
</span><span><span class="hljs-keyword">echo</span></span><span> </span><span><span class="hljs-string">"执行时间: "</span></span><span> . (</span><span><span class="hljs-variable">$end</span></span><span> - </span><span><span class="hljs-variable">$start</span></span><span>) . </span><span><span class="hljs-string">" 秒"</span></span><span>;
</span><span><span class="hljs-meta">?></span></span><span>
</span></span>
通过这种方式可以初步判断是否Cosh ()函数成为了主要的性能消耗源。
Xdebug 是 php 的强大调试和性能分析工具 , 通过它配合 webgrind 或 qcachegrind , 可以详细分析函数调用的耗时。
安装完 xdebug 后 , : :
<span><span><span class="hljs-attr">xdebug.mode</span></span><span>=profile
</span><span><span class="hljs-attr">xdebug.output_dir</span></span><span>=</span><span><span class="hljs-string">"/tmp"</span></span><span>
</span></span>
运行目标脚本后 , 会生成.Cachegrind文件 , 然后通过 webgrind 打开分析 , 查看Cosh ()函数在整个调用栈中所占时间比例。
更多信息可以参考 : https://gitbox.net/docs/php-xdebug-profiler-usage
如果你运行的是长时间执行的 Php 脚本 (如 CLI 任务) , 可以使用TOP 、 HTOP等命令实时查看 PHP 进程的 CPU 和内存使用状况。也可以在脚本中使用Memory_get_usage ()进行内存快照记录。
如果COSH ()函数的参数是重复的或可以被缓存 , 可以使用数组缓存其结果 , ::
<span><span><span class="hljs-meta"><?php</span></span><span>
</span><span><span class="hljs-variable">$cache</span></span><span> = [];
</span><span><span class="hljs-keyword">for</span></span><span> (</span><span><span class="hljs-variable">$i</span></span><span> = </span><span><span class="hljs-number">0</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span> < </span><span><span class="hljs-number">1000000</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span>++) {
</span><span><span class="hljs-variable">$arg</span></span><span> = </span><span><span class="hljs-variable">$i</span></span><span> * </span><span><span class="hljs-number">0.0001</span></span><span>;
</span><span><span class="hljs-keyword">if</span></span><span> (!</span><span><span class="hljs-keyword">isset</span></span><span>(</span><span><span class="hljs-variable">$cache</span></span><span>[</span><span><span class="hljs-variable">$arg</span></span><span>])) {
</span><span><span class="hljs-variable">$cache</span></span><span>[</span><span><span class="hljs-variable">$arg</span></span><span>] = </span><span><span class="hljs-title function_ invoke__">cosh</span></span><span>(</span><span><span class="hljs-variable">$arg</span></span><span>);
}
</span><span><span class="hljs-variable">$result</span></span><span> = </span><span><span class="hljs-variable">$cache</span></span><span>[</span><span><span class="hljs-variable">$arg</span></span><span>];
}
</span><span><span class="hljs-meta">?></span></span><span>
</span></span>
对于一些应用场景 , 特别是图形渲染或实时性要求较高的系统 , 可以考虑用双曲余弦的泰勒级数近似实现来替代内置函数。
<span><span><span class="hljs-meta"><?php</span></span><span>
</span><span><span class="hljs-function"><span class="hljs-keyword">function</span></span></span><span> </span><span><span class="hljs-title">cosh_approx</span></span><span>(</span><span><span class="hljs-params"><span class="hljs-variable">$x</span></span></span><span>, </span><span><span class="hljs-variable">$terms</span></span><span> = </span><span><span class="hljs-number">5</span></span><span>) {
</span><span><span class="hljs-variable">$sum</span></span><span> = </span><span><span class="hljs-number">0</span></span><span>;
</span><span><span class="hljs-keyword">for</span></span><span> (</span><span><span class="hljs-variable">$n</span></span><span> = </span><span><span class="hljs-number">0</span></span><span>; </span><span><span class="hljs-variable">$n</span></span><span> < </span><span><span class="hljs-variable">$terms</span></span><span>; </span><span><span class="hljs-variable">$n</span></span><span>++) {
</span><span><span class="hljs-variable">$sum</span></span><span> += </span><span><span class="hljs-title function_ invoke__">pow</span></span><span>(</span><span><span class="hljs-variable">$x</span></span><span>, </span><span><span class="hljs-number">2</span></span><span> * </span><span><span class="hljs-variable">$n</span></span><span>) / </span><span><span class="hljs-title function_ invoke__">gmp_intval</span></span><span>(</span><span><span class="hljs-title function_ invoke__">gmp_fact</span></span><span>(</span><span><span class="hljs-number">2</span></span><span> * </span><span><span class="hljs-variable">$n</span></span><span>));
}
</span><span><span class="hljs-keyword">return</span></span><span> </span><span><span class="hljs-variable">$sum</span></span><span>;
}
</span></span>
注意这种方式适用于参数范围较小的情形 , 且结果精度需评估。
在 CLI 环境中 , 如果要并行处理大量数据 , 可以使用PCNTL_FORK ()或者Parallèle扩展进行任务并发 , : :
<span><span><span class="hljs-meta"><?php</span></span><span>
</span><span><span class="hljs-variable">$processes</span></span><span> = </span><span><span class="hljs-number">4</span></span><span>;
</span><span><span class="hljs-variable">$segment</span></span><span> = </span><span><span class="hljs-number">250000</span></span><span>;
</span><span><span class="hljs-keyword">for</span></span><span> (</span><span><span class="hljs-variable">$i</span></span><span> = </span><span><span class="hljs-number">0</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span> < </span><span><span class="hljs-variable">$processes</span></span><span>; </span><span><span class="hljs-variable">$i</span></span><span>++) {
</span><span><span class="hljs-variable">$pid</span></span><span> = </span><span><span class="hljs-title function_ invoke__">pcntl_fork</span></span><span>();
</span><span><span class="hljs-keyword">if</span></span><span> (</span><span><span class="hljs-variable">$pid</span></span><span> === </span><span><span class="hljs-number">0</span></span><span>) {
</span><span><span class="hljs-keyword">for</span></span><span> (</span><span><span class="hljs-variable">$j</span></span><span> = </span><span><span class="hljs-variable">$i</span></span><span> * </span><span><span class="hljs-variable">$segment</span></span><span>; </span><span><span class="hljs-variable">$j</span></span><span> < (</span><span><span class="hljs-variable">$i</span></span><span> + </span><span><span class="hljs-number">1</span></span><span>) * </span><span><span class="hljs-variable">$segment</span></span><span>; </span><span><span class="hljs-variable">$j</span></span><span>++) {
</span><span><span class="hljs-variable">$result</span></span><span> = </span><span><span class="hljs-title function_ invoke__">cosh</span></span><span>(</span><span><span class="hljs-variable">$j</span></span><span> * </span><span><span class="hljs-number">0.0001</span></span><span>);
}
</span><span><span class="hljs-keyword">exit</span></span><span>;
}
}
</span><span><span class="hljs-keyword">while</span></span><span> (</span><span><span class="hljs-title function_ invoke__">pcntl_waitpid</span></span><span>(</span><span><span class="hljs-number">0</span></span><span>, </span><span><span class="hljs-variable">$status</span></span><span>) !== -</span><span><span class="hljs-number">1</span></span><span>);
</span><span><span class="hljs-meta">?></span></span><span>
</span></span>
对于极限性能需求 , 可以考虑将部分计算用 C 编写为扩展模块 , 或使用 PHP 7.4+ 的 Ffi 功能 , 调用外部的高性能数学库。
更多示例详见https://gitbox.net/articles/php-ffi-performance-math
虽然 Php 并非为高性能科学计算设计 , 但通过合理的优化策略 , 仍然可以在某些场景下发挥其潜力。在使用如Cosh ()这类数学函数进行大规模循环计算时 , 务必借助性能分析工具找出瓶颈 , 并采用缓存、并行处理或本地扩展等方式加以优化。这样既能提升运行效率 , 又能保持代码的可维护性与稳定性。