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全部资讯   / MySQL模糊查询再也用不着 like+% 了!

MySQL模糊查询再也用不着 like+% 了!

2022-01-15 12:14:55

<h3 style="background: rgb(255, 255, 255); margin: 3.75pt 0pt 15pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><b><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 14pt; font-style: normal; font-weight: bold; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">前言</font></span></b></h3><p style="background: rgb(255, 255, 255); margin: 7.5pt 0pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">我们都知道</font> InnoDB 在模糊查询数据时使用 "</span><span style='background: rgb(248, 245, 236); color: rgb(255, 53, 2); text-transform: none; letter-spacing: 0.4pt; font-family: Consolas; font-size: 10.5pt; font-style: normal; mso-spacerun: "yes"; mso-shading: rgb(248, 245, 236);'>%xx</span><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'>" 会导致索引失效,但有时需求就是如此,类似这样的需求还有很多,例如,搜索引擎需要根基用户数据的关键字进行全文查找,电子商务网站需要根据用户的查询条件,在可能需要在商品的详细介绍中进行查找,这些都不是B+树索引能很好完成的工作。</span></p><p style="background: rgb(255, 255, 255); margin: 7.5pt 0pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">通过数值比较,范围过滤等就可以完成绝大多数我们需要的查询了。但是,如果希望通过关键字的匹配来进行查询过滤,那么就需要基于相似度的查询,而不是原来的精确数值比较,全文索引就是为这种场景设计的。</font></span></p><p style="background: rgb(255, 255, 255); margin: 7.5pt 0pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">全文索引(</font>Full-Text Search)是将存储于数据库中的整本书或整篇文章中的任意信息查找出来的技术。它可以根据需要获得全文中有关章、节、段、句、词等信息,也可以进行各种统计和分析。</span></p><p style="background: rgb(255, 255, 255); margin: 7.5pt 0pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">在早期的</font> MySQL 中,InnoDB 并不支持全文检索技术,从 MySQL 5.6 开始,InnoDB 开始支持全文检索。</span></p><h3 style="background: rgb(255, 255, 255); margin: 30pt 0pt 15pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><b><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 14pt; font-style: normal; font-weight: bold; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">倒排索引</font></span></b></h3><p style="background: rgb(255, 255, 255); margin: 7.5pt 0pt; padding: 0pt; text-align: left; text-indent: 0pt; mso-pagination: widow-orphan; mso-line-height-alt: 12pt;"><span style='background: rgb(255, 255, 255); color: rgb(63, 63, 63); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 0.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">全文检索通常使用倒排索引(</font>inverted index)来实现,倒排索引同 B+Tree 一样,也是一种索引结构。它在辅助表中存储了单词与单词自身在一个或多个文档中所在位置之间的映射,这通常利用关联数组实现,拥有两种表现形式:</span></p><ul style="list-style-type: disc; direction: ltr;"><li style="color: rgb(0, 0, 0); font-family: Calibri; font-size: 10.5pt; font-style: normal; font-weight: normal;"><p style="padding: 0pt; text-align: left; color: rgb(0, 0, 0); font-family: Calibri; font-size: 10.5pt; font-style: normal; font-weight: normal; margin-top: 0pt; margin-bottom: 0pt; mso-pagination: widow-orphan; mso-list: l2 level1 lfo1;"><span style='background: rgb(248, 245, 236); color: rgb(255, 53, 2); text-transform: none; letter-spacing: 0.4pt; font-family: Consolas; font-size: 10.5pt; font-style: normal; mso-spacerun: "yes"; mso-shading: rgb(248, 245, 236);'>inverted file index</span><span style='background: rgb(255, 255, 255); color: rgb(0, 0, 0); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 1.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">:</font>{单词,单词所在文档的id}</span></p></li><li style="color: rgb(0, 0, 0); font-family: Calibri; font-size: 10.5pt; font-style: normal; font-weight: normal;"><p style="padding: 0pt; text-align: left; color: rgb(0, 0, 0); font-family: Calibri; font-size: 10.5pt; font-style: normal; font-weight: normal; margin-top: 0pt; margin-bottom: 0pt; mso-pagination: widow-orphan; mso-list: l2 level1 lfo1;"><span style='background: rgb(248, 245, 236); color: rgb(255, 53, 2); text-transform: none; letter-spacing: 0.4pt; font-family: Consolas; font-size: 10.5pt; font-style: normal; mso-spacerun: "yes"; mso-shading: rgb(248, 245, 236);'>full inverted index</span><span style='background: rgb(255, 255, 255); color: rgb(0, 0, 0); text-transform: none; letter-spacing: 0.4pt; font-family: Cambria; font-size: 12pt; font-style: normal; mso-spacerun: "yes"; mso-font-kerning: 1.0000pt; mso-shading: rgb(255, 255, 255);'><font face="Cambria">:</font>{单词,(单词所在文档的id,再具体文档中的位置)}</span></p></li></ul><p align="center" style="background: rgb(255, 255, 255); margin: 0pt; padding: 0pt; text-align: center; text-indent: 0pt; mso-pagination: widow-orphan;"><span><img width="1080" height="293" 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