PHP implements illegal word filtering (algorithm analysis)

藏色散人
Release: 2023-04-11 08:04:02
forward
3195 people have browsed it

Algorithm Introduction

Construct keywords into a tree, and each word is a node.

Traverse the statements that need to be filtered, and search each word of the statement in the tree to see if it exists.

Difficulties in implementation

Constructing a tree is simple. The key point is that traversing a string in php requires you to correctly obtain the length of a single character.
The simple method of traversing a string is as follows:

$strLen = mb_strlen($str);
for ($i = 0; $i < $strLen; $i++) {
    echo mb_substr($str, $i, 1, "utf8"),PHP_EOL;
}
Copy after login

This method uses the mb_* series of functions to correctly intercept each character. It is very slow when processing a large number of strings. I guess Yes: mb_substrEvery time a character is intercepted, the number of characters before the string must be calculated.
The correct way to traverse a string is to intercept the string according to the encoding rules of utf8. Please see below for details.

Algorithm Implementation

<?php
/**
 * 非法关键词检查
 */
class SensitiveWords
{
    protected $tree = null;
    protected $callIsNumeric = true;
    /**
     * 非法词汇列表,一个非法词汇占用一行
     */
    public function __construct($path = __DIR__ . &#39;/sensitiveWords.txt&#39;)
    {
        $this->tree = new WordNode();
        $file = fopen($path, "r");
        while (!feof($file)) {
            $words = trim(fgets($file));
            if ($words == &#39;&#39;) {
                continue;
            }
            //存在纯数字的非法词汇
            if (is_numeric($words)) {
                $this->callIsNumeric = false;
            }
            $this->setTree($words);
        }
        fclose($file);
    }

    protected function setTree($words)
    {
        $array = $this->strToArr($words);
        $tree = $this->tree;
        $l = count($array) - 1;
        foreach ($array as $k => $item) {
            $tree = $tree->getChildAlways($item);
            if ($l == $k) {
                $tree->end = true;
            }
        }
    }

    /**
     * 返回包含的非法词汇
     * @param string $str
     * @return array
     */
    public function check($str)
    {
        //先压缩字符串
        $str = trim(str_replace([&#39; &#39;, "\n", "\r"], [&#39;&#39;, &#39;&#39;, &#39;&#39;], $str));
        $ret = [];
        loop:
        $strLen = strlen($str);
        if ($strLen === 0) {
            return array_unique($ret);
        }
        //非法词汇中没有纯数字的非法词汇,待检测字符串又是纯数字的,则跳过不再检查
        if ($this->callIsNumeric && is_numeric($str)) {
            return array_unique($ret);
        }
        //挨个字符进行判断
        $tree = $this->tree;
        $words = &#39;&#39;;
        for ($i = 0; $i < $strLen; $i++) {
            //unicode范围 --> ord 范围
            //一字节 0-127 --> 0 - 127
            //二字节 128-2047 --> 194 - 223
            //三字节 2048-65535 --> 224 - 239
            //四字节 65536-1114111 --> 240 - 244
            //@see http://shouce.jb51.net/gopl-zh/ch3/ch3-05.html
            $ord = ord($str[$i]);
            if ($ord <= 127) {
                $word = $str[$i];
            } elseif ($ord <= 223) {
                $word = $str[$i] . $str[$i + 1];
                $i += 1;
            } elseif ($ord <= 239) {
                $word = $str[$i] . $str[$i + 1] . $str[$i + 2];
                $i += 2;
            } elseif ($ord <= 244) {
                //四字节
                $word = $str[$i] . $str[$i + 1] . $str[$i + 2] . $str[$i + 3];
                $i += 3;
            } else {
                //五字节php都溢出了
                //Parse error: Invalid UTF-8 codepoint escape sequence: Codepoint too large
                continue;
            }
            //判断当前字符
            $tree = $tree->getChild($word);
            if (is_null($tree)) {
                //当前字不存在,则截取后再次循环
                $str = substr($str, $i + 1);
                goto loop;
            } else {
                $words .= $word;
                if ($tree->end) {
                    $ret[] = $words;
                }
            }
        }
        return array_unique($ret);
    }

    protected function strToArr($str)
    {
        $array = [];
        $strLen = mb_strlen($str);
        for ($i = 0; $i < $strLen; $i++) {
            $array[] = mb_substr($str, $i, 1, "utf8");
        }
        return $array;
    }
}
/**
 * 单个字符的节点
 */
class WordNode
{
    //是否为非法词汇末级节点
    public $end = false;
    //子节点
    protected $child = [];

    /**
     * @param string $word
     * @return WordNode
     */
    public function getChildAlways($word)
    {
        if (!isset($this->child[$word])) {
            $this->child[$word] = new self();
        }
        return $this->child[$word];
    }

    /**
     * @param string $word
     * @return WordNode|null
     */
    public function getChild($word)
    {
        if ($word === &#39;&#39;) {
            return null;
        }
        if (isset($this->child[$word])) {
            return $this->child[$word];
        }
        return null;
    }
}
Copy after login

Recommended learning: "PHP Video Tutorial"

The above is the detailed content of PHP implements illegal word filtering (algorithm analysis). For more information, please follow other related articles on the PHP Chinese website!

Related labels:
php
source:learnku.com
Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
Popular Tutorials
More>
Latest Downloads
More>
Web Effects
Website Source Code
Website Materials
Front End Template