1.作用与语法描述
作用： 正则表达式是使用指定字符串来描述、匹配一系列符合某个句法规则的字符串。许多程序设计语言都支持利用正则表达式进行字符串操作。MongoDB 使用 $regex 操作符来设置匹配字符串的正则表达式。
语法一
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{ <field>: { $regex: /pattern/, $options: '<options>' } } { <field>: { $regex: 'pattern' , $options: '<options>' } } { <field>: { $regex: /pattern/<options> } } |
语法二
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{ <field>: /pattern/<options> } |
2.案例演示
假设MongoDB中存放了我们OrderService服务的消息信息，其数据如下：
（以下为演示所用到的9个文档）
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{ "_id" : ObjectId( "5d305b1c4857fc49c0c14c81" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b3b4857fc49c0c14c82" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b404857fc49c0c14c83" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b454857fc49c0c14c84" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b4b4857fc49c0c14c85" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b4f4857fc49c0c14c86" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305bb74857fc49c0c14c87" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"shenzheng\\\" origincode=\\\"QQ0003\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305bd14857fc49c0c14c88" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0002\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305be94857fc49c0c14c89" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0001\\\" /></Body></Response>\"" } |
需求： 查询 data 字段 含有 字符 <Head>OK</Head>的文档
执行代码如下：
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db.dbtestregex.find({data:{ $regex:/<Head>OK<\/Head>/}}) |
查询代码中的 \ 为转移符，以下查询语句也是如此。
返回结果如下：
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{ "_id" : ObjectId( "5d305bb74857fc49c0c14c87" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"shenzheng\\\" origincode=\\\"QQ0003\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305bd14857fc49c0c14c88" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0002\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305be94857fc49c0c14c89" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0001\\\" /></Body></Response>\"" } |
上面的查询命令也可以改写成：
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db.dbtestregex.find({data:/<Head>OK<\/Head>/}) |
其查询结果是一样的，如下：
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{ "_id" : ObjectId( "5d305bb74857fc49c0c14c87" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"shenzheng\\\" origincode=\\\"QQ0003\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305bd14857fc49c0c14c88" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0002\\\" /></Body></Response>\"" }, { "_id" : ObjectId( "5d305be94857fc49c0c14c89" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>OK</Head><Body><OrderResponse filter_mmm=\\\"2\\\" destcity=\\\"zhongshan\\\" origincode=\\\"QQ0001\\\" /></Body></Response>\"" } |
还可以写成：
db.dbtestregex.find({data:{ $regex:'<Head>OK<\/Head>'}})
其实现功能一样。
3.类关系型数据库中的 not like 功能实现
反向查询虽然不常见，但也是我们DBA必须的。下面我们做一个案例演示，看看在MongoDB中，怎么实现not like 功能的查询。
需求 查询data 字段中不含 <Head>OK</Head>的文档
执行脚本如下：
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db.dbtestregex.find({data:{ $ not : /<Head>OK<\/Head>/ }}) |
返回的文档如下;
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{ "_id" : ObjectId( "5d305b1c4857fc49c0c14c81" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b3b4857fc49c0c14c82" ), "order" : "QQ00001" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b404857fc49c0c14c83" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b454857fc49c0c14c84" ), "order" : "QQ00002" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b4b4857fc49c0c14c85" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" }, { "_id" : ObjectId( "5d305b4f4857fc49c0c14c86" ), "order" : "QQ00003" , "data" : "\"<?xml version='1.0' encoding='UTF-8'?><Response service=\\\"OrderService\\\"><Head>ERR</Head><ERROR>重复下单</ERROR></Response>\"" } |
更多内容可参照官方文档 https://docs.mongodb.com/manual/reference/operator/query/regex/#op._S_regex
总结
以上所述是小编给大家介绍的MongoDB模糊查询操作案例详解(类关系型数据库的 like 和 not like),希望对大家有所帮助，如果大家有任何疑问请给我留言，小编会及时回复大家的。在此也非常感谢大家对服务器之家网站的支持！
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原文链接：https://www.cnblogs.com/xuliuzai/archive/2019/07/19/11209688.html
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