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집 > 백엔드 개발 > PHP 튜토리얼 > 手把手教你做关键词匹配项目（搜索引擎）---- 第二十一天，教你做第二十一天_PHP教程

手把手教你做关键词匹配项目（搜索引擎）---- 第二十一天，教你做第二十一天_PHP教程

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풀어 주다： 2016-07-13 10:19:26
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893명이 탐색했습니다.

手把手教你做关键词匹配项目（搜索引擎）---- 第二十一天，教你做第二十一天

客串：屌丝的坑人表单神器、数据库那点事儿

面向对象升华：面向对象的认识----新生的初识、面向对象的番外----思想的梦游篇（1）、面向对象的认识---如何找出类

负载均衡：负载均衡----概念认识篇、负载均衡----实现配置篇（Nginx）

 

吐槽：现在欠的文章有面向对象的认识----类的转化、面向对象的番外---思想的梦游篇（2）、负载均衡 ---- 文件服务策略、手把手教你做关键词匹配项目（搜索引擎）。真心太多了，能不能让我休息一会儿。

 

第二十一天

起点：手把手教你做关键词匹配项目（搜索引擎）---- 第一天

回顾：手把手教你做关键词匹配项目（搜索引擎）---- 第二十天

今天有个理论知识要理解的，叫做测试驱动编程，之前我提到过概念，在：手把手教你做关键词匹配项目（搜索引擎）---- 第十一天 

今天小帅帅秀逗了一回，使用了这个思想。

好了，以下正文开始。

 

话说小帅帅把自己写的业务拆词方法给了于老大看，于老大很高兴。

但是业务拆词的词组都是有限的，还有就是当业务拆词的数据量越来越大的时候，就会造成运算时间增加。

于老大就提到,是否可以用其它分词扩展来弥补拆词的不足。

毕竟人家专业人士做的，比较靠谱点。

于老大很有经验，就推荐小帅帅去了解SCWS的用法.

SCWS 是 Simple Chinese Word Segmentation 的首字母缩写（即：简易中文分词系统）。
官方网址：http://www.xunsearch.com/scws/index.php

小帅帅听了当然很开心罗，因为又有新的知识点了。

小帅帅照着SCWS的安装文档安装了SCWS。

并把php扩展装好了，并尝试写了个测试代码：

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<?<span>php

</span><span>class</span><span> TestSCWS {

 

    </span><span>public</span> <span>static</span> <span>function</span> <span>split</span>(<span>$keyword</span><span>){

 

        </span><span>if</span> (!<span>extension_loaded</span>("scws"<span>)) {

            </span><span>throw</span> <span>new</span> <span>Exception</span>("scws extension load fail"<span>);

        }

 

        </span><span>$so</span> =<span> scws_new();

        </span><span>$so</span>->set_charset('utf8'<span>);

 

        </span><span>$so</span>->send_text(<span>$keyword</span><span>);

        </span><span>$ret</span> = <span>array</span><span>();

        </span><span>while</span> (<span>$res</span> = <span>$so</span>-><span>get_result()) {

            </span><span>foreach</span> (<span>$res</span> <span>as</span> <span>$tmp</span><span>) {

                </span><span>if</span> (self::isValidate(<span>$tmp</span><span>)) {

                    </span><span>$ret</span>[] = <span>$tmp</span><span>;

                }

            }

        }

        </span><span>$so</span>-><span>close();

        </span><span>return</span> <span>$ret</span><span>;

    }

 

    </span><span>public</span> <span>static</span> <span>function</span> isValidate(<span>$scws_words</span><span>)

    {

        </span><span>if</span> (<span>$scws_words</span>['len'] == 1 && (<span>$scws_words</span>['word'] == "\r" || <span>$scws_words</span>['word'] == "\n"<span>)) {

            </span><span>return</span> <span>false</span><span>;

        }

        </span><span>return</span> <span>true</span><span>;

    }

 

}

 

 

</span><span>var_dump</span>(TestSCWS::<span>split</span>("连衣裙xxl裙连衣裙"));

로그인 후 복사

测试通过，跟理想中的一摸一样，小帅帅很高兴，就去问于老大：于老大我会用SCWS了，下一步该怎么办？

于老大也不慌，就对小帅帅说: 你先写个ScwsSplitter来拆分关键词吧。

小帅帅非常高兴，因为他学到了新的知识，就对于老大说到好的。

小帅帅说到做到，代码如下：

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<span>class</span><span> ScwsSplitter {

 

    </span><span>public</span> <span>$keyword</span><span>;

     

    </span><span>public</span> <span>function</span> <span>split</span><span>(){

 

        </span><span>if</span> (!<span>extension_loaded</span>("scws"<span>)) {

            </span><span>throw</span> <span>new</span> <span>Exception</span>("scws extension load fail"<span>);

        }

 

        </span><span>$keywordEntity</span> = <span>new</span> KeywordEntity(<span>$this</span>-><span>keyword);

 

        </span><span>$so</span> =<span> scws_new();

        </span><span>$so</span>->set_charset('utf8'<span>);

 

        </span><span>$so</span>->send_text(<span>$this</span>-><span>keyword);

        

        </span><span>while</span> (<span>$res</span> = <span>$so</span>-><span>get_result()) {

            </span><span>foreach</span> (<span>$res</span> <span>as</span> <span>$tmp</span><span>) {

                </span><span>if</span> (<span>$this</span>->isValidate(<span>$tmp</span><span>)) {

                    </span><span>$keywordEntity</span>->addElement(<span>$tmp</span>["word"<span>]);

                }

            }

        }

        </span><span>$so</span>-><span>close();

        </span><span>return</span> <span>$keywordEntity</span><span>;

    }

 

    </span><span>public</span> <span>function</span> isValidate(<span>$scws_words</span><span>)

    {

        </span><span>if</span> (<span>$scws_words</span>['len'] == 1 && (<span>$scws_words</span>['word'] == "\r" || <span>$scws_words</span>['word'] == "\n"<span>)) {

            </span><span>return</span> <span>false</span><span>;

        }

        </span><span>return</span> <span>true</span><span>;

    }

     

}</span>

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小帅帅又跑去找于老大，说到：我把Scws的分词代码写好了。

于老大也佩服小帅帅的高效率。

又说到：如果我两个同时用了，我先用业务分词，遗留下来的词用Scws分词，小帅帅有好的方案吗？

小帅帅就问到: 为啥要这样,这不是多此一举。

于老大就说到：业务有些专有名词，SCWS分不出来丫，那怎么办好？

小帅帅又说到：我看文档的时候看到有词库和规则文件的设置，我们用它好不好?

于老大又说到：这个是可以，但是我们如何保证让运营人员维护，我们要学会把这些事情交出去丫。

小帅帅: …….

小帅帅沉默了片刻，觉得现在两个类都写了，一起用是最快的方案，就答应到：好吧，我回去改改….

首先小帅帅根据测试驱动编程的思想写了入口代码:

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<span>class</span><span> SplitterApp {

 

    </span><span>public</span> <span>static</span> <span>function</span> <span>split</span>(<span>$keyword</span>,<span>$cid</span><span>){

 

        </span><span>$keywordEntity</span> = <span>new</span> KeywordEntity(<span>$keyword</span><span>);

 

        </span><span>#</span><span>业务分词</span>

        <span>$termSplitter</span> = <span>new</span> TermSplitter(<span>$keywordEntity</span><span>);

        </span><span>$seg</span> = <span>new</span><span> DBSegmentation();

        </span><span>$seg</span>->cid = <span>$cid</span><span>;

        </span><span>$termSplitter</span>->setDictionary(<span>$seg</span>-><span>transferDictionary());

        </span><span>$termSplitter</span>-><span>split</span><span>();

 

        </span><span>#</span><span>SCWS分词</span>

        <span>$scwsSplitter</span> = <span>new</span> ScwsSplitter(<span>$keywordEntity</span><span>);

        </span><span>$scwsSplitter</span>-><span>split</span><span>();

 

        </span><span>#</span><span>后续遗留单词或者词组处理</span>

        <span>$elementWords</span> = <span>$keywordEntity</span>-><span>getElementWords();

        </span><span>$remainKeyword</span> = <span>str_replace</span>(<span>$elementWords</span>, "::", <span>$keywordEntity</span>-><span>keyword);

        </span><span>$remainElements</span> = <span>explode</span>("::", <span>$remainKeyword</span><span>);

        </span><span>foreach</span>(<span>$remainElements</span> <span>as</span> <span>$element</span><span>){

            </span><span>if</span>(!<span>empty</span>(<span>$element</span><span>))

                </span><span>$keywordEntity</span>->addElement(<span>$element</span><span>);

        }<br />　　　　　return $keywordEntity;

    }

}</span>

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小帅帅嘿了一声，有了测试入口，还怕其他的搞不定。

首先KeywordEntity的getElementWords，先搞定他.

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<span>class</span><span> KeywordEntity

{

 

    </span><span>public</span> <span>$keyword</span><span>;

    </span><span>public</span> <span>$elements</span> = <span>array</span><span>();

 

    </span><span>public</span> <span>function</span> __construct(<span>$keyword</span><span>)

    {

        </span><span>$this</span>->keyword = <span>$keyword</span><span>;

    }

 

    </span><span>public</span> <span>function</span> addElement(<span>$word</span>, <span>$times</span> = 1<span>)

    {

 

        </span><span>if</span> (<span>isset</span>(<span>$this</span>->elements[<span>$word</span><span>])) {

            </span><span>$this</span>->elements[<span>$word</span>]->times += <span>$times</span><span>;

        } </span><span>else</span>

            <span>$this</span>->elements[<span>$word</span>] = <span>new</span> KeywordElement(<span>$word</span>, <span>$times</span><span>);

    }

 

    </span><span>public</span> <span>function</span><span> getElementWords()

    {

        </span><span>$elementWords</span> = <span>array_keys</span>(<span>$this</span>-><span>elements);

        </span><span>usort</span>(<span>$elementWords</span>, <span>function</span> (<span>$a</span>, <span>$b</span><span>) {

            </span><span>return</span> (UTF8::length(<span>$a</span>) < UTF8::length(<span>$b</span>)) ? 1 : -1<span>;

        });

        </span><span>return</span> <span>$elementWords</span><span>;

    }

 

    </span><span>/*</span><span>*

     * @desc 计算UTF8字符串权重

     * @param string $word

     * @return float

     </span><span>*/</span>

    <span>public</span> <span>function</span> calculateWeight(<span>$word</span><span>)

    {

        </span><span>$element</span> = <span>$this</span>->elements[<span>$word</span><span>];

        </span><span>return</span> <span>ROUND</span>(<span>strlen</span>(<span>$element</span>->word) * <span>$element</span>->times / <span>strlen</span>(<span>$this</span>->keyword), 3<span>);

    }

}

 

</span><span>class</span><span> KeywordElement

{

    </span><span>public</span> <span>$word</span><span>;

    </span><span>public</span> <span>$times</span><span>;

 

    </span><span>public</span> <span>function</span> __construct(<span>$word</span>, <span>$times</span><span>)

    {

        </span><span>$this</span>->word = <span>$word</span><span>;

        </span><span>$this</span>->times = <span>$times</span><span>;

    }

}</span>

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其次就是分词了，首先先抽出公用类先，Splitter变成了公用类，有哪些方法呢？

　　1. 抽象split方法

2. 获取关键词待拆分的词组

3. 是否需要拆分

按照这写，小帅帅写出了以下代码：

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<span>abstract</span> <span>class</span><span> Splitter {

 

    </span><span>/*</span><span>*

     * @var KeywordEntity $keywordEntity

     </span><span>*/</span>

    <span>public</span> <span>$keywordEntity</span><span>;

 

    </span><span>public</span> <span>function</span> __construct(<span>$keywordEntity</span><span>){

        </span><span>$this</span>->keywordEntity = <span>$keywordEntity</span><span>;

    }

 

    </span><span>public</span> <span>abstract</span> <span>function</span> <span>split</span><span>();

 

 

    </span><span>/*</span><span>*

     * 获取未分割的字符串,过滤单词

     *

     * @return array

     </span><span>*/</span>

    <span>public</span> <span>function</span><span> getRemainKeywords()

    {

        </span><span>$elementWords</span> = <span>$this</span>->keywordEntity-><span>getElementWords();

 

        </span><span>$remainKeyword</span> = <span>str_replace</span>(<span>$elementWords</span>, "::", <span>$this</span>->keywordEntity-><span>keyword);

        </span><span>$remainElements</span> = <span>explode</span>("::", <span>$remainKeyword</span><span>);

        </span><span>$ret</span> = <span>array</span><span>();

        </span><span>foreach</span> (<span>$remainElements</span> <span>as</span> <span>$element</span><span>) {

            </span><span>if</span> (<span>$this</span>->isSplit(<span>$element</span><span>)) {

                </span><span>$ret</span>[] = <span>$element</span><span>;

            }

        }

        </span><span>return</span> <span>$ret</span><span>;

    }

 

    </span><span>/*</span><span>*

     * 是否需要拆分

     *

     * @param $element

     * @return bool

     </span><span>*/</span>

    <span>public</span> <span>function</span> isSplit(<span>$element</span><span>)

    {

        </span><span>if</span> (UTF8::isPhrase(<span>$element</span><span>)) {

            </span><span>return</span> <span>true</span><span>;

        }

 

        </span><span>return</span> <span>false</span><span>;

    }

}</span>

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然后小帅帅继续实现业务拆分算法，以及Scws拆分算法。小帅帅淫笑了，这点小事情还是可以办到的。

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<span>class</span> TermSplitter <span>extends</span><span> Splitter {

 

    </span><span>private</span> <span>$dictionary</span> = <span>array</span><span>();

 

    </span><span>public</span> <span>function</span> setDictionary(<span>$dictionary</span> = <span>array</span><span>())

    {

        </span><span>usort</span>(<span>$dictionary</span>, <span>function</span> (<span>$a</span>, <span>$b</span><span>) {

            </span><span>return</span> (UTF8::length(<span>$a</span>) < UTF8::length(<span>$b</span>)) ? 1 : -1<span>;

        });

 

        </span><span>$this</span>->dictionary = <span>$dictionary</span><span>;

    }

 

    </span><span>public</span> <span>function</span><span> getDictionary()

    {

        </span><span>return</span> <span>$this</span>-><span>dictionary;

    }

 

    </span><span>/*</span><span>*

     * 把关键词拆分成词组或者单词

     *

     * @return KeywordScore[] $keywordScores

     </span><span>*/</span>

    <span>public</span> <span>function</span> <span>split</span><span>()

    {

        </span><span>foreach</span> (<span>$this</span>->dictionary <span>as</span> <span>$phrase</span><span>) {

            </span><span>$remainKeyword</span> = <span>implode</span>("::",<span>$this</span>-><span>getRemainKeywords());

            </span><span>$matchTimes</span> = <span>preg_match_all</span>("/<span>$phrase</span>/", <span>$remainKeyword</span>, <span>$matches</span><span>);

            </span><span>if</span> (<span>$matchTimes</span> > 0<span>) {

                </span><span>$this</span>->keywordEntity->addElement(<span>$phrase</span>, <span>$matchTimes</span><span>);

            }

        }

    }

}

 

 

</span><span>class</span> ScwsSplitter <span>extends</span><span> Splitter

{

    </span><span>public</span> <span>function</span> <span>split</span><span>()

    {

        </span><span>if</span> (!<span>extension_loaded</span>("scws"<span>)) {

            </span><span>throw</span> <span>new</span> <span>Exception</span>("scws extension load fail"<span>);

        }

 

        </span><span>$remainElements</span> = <span>$this</span>-><span>getRemainKeywords();

        </span><span>foreach</span> (<span>$remainElements</span> <span>as</span> <span>$element</span><span>) {

 

            </span><span>$so</span> =<span> scws_new();

            </span><span>$so</span>->set_charset('utf8'<span>);

            </span><span>$so</span>->send_text(<span>$element</span><span>);

            </span><span>while</span> (<span>$res</span> = <span>$so</span>-><span>get_result()) {

                </span><span>foreach</span> (<span>$res</span> <span>as</span> <span>$tmp</span><span>) {

                    </span><span>if</span> (<span>$this</span>->isValidate(<span>$tmp</span><span>)) {

                        </span><span>$this</span>->keywordEntity->addElement(<span>$tmp</span>['word'<span>]);

                    }

                }

            }

            </span><span>$so</span>-><span>close();

        }

    }

 

    </span><span>/*</span><span>*

     * @param array $scws_words

     * @return bool

     </span><span>*/</span>

    <span>public</span> <span>function</span> isValidate(<span>$scws_words</span><span>)

    {

        </span><span>if</span> (<span>$scws_words</span>['len'] == 1 && (<span>$scws_words</span>['word'] == "\r" || <span>$scws_words</span>['word'] == "\n"<span>)) {

            </span><span>return</span> <span>false</span><span>;

        }

        </span><span>return</span> <span>true</span><span>;

    }

 

}</span>

로그인 후 복사

小帅帅终于把这些代码全部搞定了，高兴之余，他还顺手画了UML图送给大家：

小帅帅的成长真心够厉害的哦，于老大看后，连称赞了三次。

为了测试，小帅帅写了测试代码,代码如下:

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<span>class</span><span> SplitterAppTest {

 

    </span><span>public</span> <span>static</span> <span>function</span> <span>split</span>(<span>$keyword</span><span>){

 

        </span><span>$keywordEntity</span> = <span>new</span> KeywordEntity(<span>$keyword</span><span>);

 

        </span><span>#</span><span>业务分词</span>

        <span>$termSplitter</span> = <span>new</span> TermSplitter(<span>$keywordEntity</span><span>);

        </span><span>$seg</span> = <span>new</span><span> TestSegmentation();

        </span><span>$termSplitter</span>->setDictionary(<span>$seg</span>-><span>transferDictionary());

        </span><span>$termSplitter</span>-><span>split</span><span>();

 

        </span><span>#</span><span>SCWS分词</span>

        <span>$scwsSplitter</span> = <span>new</span> ScwsSplitter(<span>$keywordEntity</span><span>);

        </span><span>$scwsSplitter</span>-><span>split</span><span>();

 

        </span><span>#</span><span>后续遗留单词或者词组处理</span>

        <span>$elementWords</span> = <span>$keywordEntity</span>-><span>getElementWords();

        </span><span>$remainKeyword</span> = <span>str_replace</span>(<span>$elementWords</span>, "::", <span>$keywordEntity</span>-><span>keyword);

        </span><span>$remainElements</span> = <span>explode</span>("::", <span>$remainKeyword</span><span>);

        </span><span>foreach</span>(<span>$remainElements</span> <span>as</span> <span>$element</span><span>){

            </span><span>if</span>(!<span>empty</span>(<span>$element</span><span>))

                </span><span>$keywordEntity</span>->addElement(<span>$element</span><span>);

        }

       </span><span>return</span> <span>$keywordEntity</span><span>;

    }

}

 

 

SplitterAppTest</span>::<span>split</span>("连衣裙xl裙宽衣裙");

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