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[版权申明:本文系作者原创,转载请注明出处]
文章出处:http://blog.csdn.net/sdksdk0/article/details/51765219
作者:朱培   ID:sdksdk0
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本文主要内容包括nosql的简介、mongodb的简介、mongodb的体系结构、mongodb在linux和window中的安装配置、安全控制、mongodb的基本数据操作(包括创建数据库,建表,增删改查等)、索引(查询索引、全文索引,地理位置索引等7大索引方式)的使用等主要内容。要求掌握mongodb的双平台配置,基本数据操作,索引的使用,安全控制,索引分析等。

一、NoSql简介

NoSQL,泛指非关系型的数据库。随着互联网web2.0网站的兴起,传统的关系数据库在应付web2.0网站,特别是超大规模和高并发的SNS类型的web2.0纯动态网站已经显得力不从心,暴露了很多难以克服的问题,而非关系型的数据库则由于其本身的特点得到了非常迅速的发展。NoSQL数据库的产生就是为了解决大规模数据集合多重数据种类带来的挑战,尤其是大数据应用难题。

传统的结构化的数据:固定长度,固定的类型

非结构化的数据:doc,ppt,pdf.

nosql(不仅仅是数据库可以干的事情),指的是非关系型数据库,以键值对存储,它的结构不固定,没一条记录可以有不一样的键,每条记录可以根据需要增加一些自己的键值对,这样就不会局限于固定的结构,可以减少一些时间和空间的开销。

常见的有:CouchDB、Redis、MongoDB、Neo4j、HBase、BigTable

二、MongoDB简介

MongoDB 是一个基于分布式文件存储的数据库。由 C++ 语言编写。旨在为 WEB 应用提供可扩展的高性能数据存储解决方案。
MongoDB 是一个介于关系数据库和非关系数据库之间的产品,是非关系数据库当中功能最丰富,最像关系数据库的。

是用c++写的非关系型数据库,特点是高性能、易部署、易使用,存储数据非常方便,面向集合存储,易于存储对象类型的数据,模式自由,支持动态查询,支持完全索引,包含内部对象,支持复制和故障恢复,使用高效的二进制数据存储,包括大型对象,文件存储格式为BSON(一种json的扩展)。

三、MongoDB的体系结构

MongoDB 的逻辑结构是主要由:文档(document)、集合(collection)和数据库(database)这三部分组成的。
MongoDB 的文档(document),相当于关系数据库中的一行记录
集合(collection),相当于关系型数据库中的表的概念
文档(document)、集合(collection)、数据库(database)的层次结构如下图:
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" 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四、MongoDB安装配置

4.1 linux中安装

这里服务器用ubuntu15.10,在secureCRT中连接这个ubuntu。 首先使用 rz 上传window中从官网(https://www.mongodb.com/)下载的mongodb安装文件。

解压这个文件:

tar -xvzf  mongodb-linux-x86_64-ubuntu1404-3.2.7.tgz

//重命名

 mv mongodb-linux-x86_64-ubuntu1404-3.2.7  mongodb3.2

在目录中新建data,log和conf文件夹,在cong中新建mongodb.config,内容如下:

port=27017
dbpath=data
logpath=log/mongod.log
fork=true

启动服务:

./bin/mongod -f conf/mongodb.config

连接: mongo客户端连接

bin/mongo 192.168.44.131:27017/test


在linux中连接成功:

网页端:可以在浏览器中查看一下:http://www.192.168.44.131:27017/

关闭:

db.shutdownServer();

查看端口号: ps -ef|grep mongod|grep 27017

kill 相应端口

4.2 window中安装

安装过程与linux基本相同,就是配置一下环境变量,创建data,log,conf目录等。

如果是在window中,启动成功会是这样:

浏览器中访问:http://www.localhost:28017/

在mongodb有的版本中会提示端口号加1000的,所以我终于演示的时候是28017端口。

五、MongoDB安全控制

创建用户

安全性从高到低: 物理隔离、网络隔离、防火墙隔离、用户名密码。

开启权限认证: 在配置文件中——mongodb.config中设置:

auth=true

创建用户:(2.6之前是addUser)

createUser{user:"", pwd:"cleartext password", customData:{}, roles:[{role:"", db:""}] }

例如:创建用户名为zp,密码为a的用户

db.createUser({user:"zp",pwd:"a",roles:[{role:"userAdmin",db:"admin"},{role:"read",db:"test"}]})

登陆:

bin/mongod 192.168.44.131 -u zp -p a

角色类型

数据库角色 :read, readWrite,dbAdmin, dbOwner, userAdmin

集群角色:clusterAdmin,clusterManager

备份角色:backup,restore

其他:DBAdminAnyDatabase

六、MongoDB基本数据操作

//查看数据库

show dbs

//查看表

show tables

//创建数据库

use one_db

//插入数据 格式:db.表名.insert({ json格式的数据 }) 例如:

db.one_db_collection.insert({ x:1 })

//查询刚才写入的表

show collections

查询具体内容 db.onedbcollection.find()

运行结果为:

{ "_id" : ObjectId("576fdc6e8224cdb105bcb3df"), "x" : 1 }

id是系统自动生成的,每条数据的id是唯一的 我们还可以自己给_id赋值:

db.one_db_collection.insert({x:2,_id:1})

批量插入多条数据

for(i=4;i<20;i++)db.one_db_collection.insert({x:i})

统计条数:

db.one_db_collection.find().count()

过滤排序:

db.one_db_collection.find().skip(5).limit(3).sort({x:1})

从x:1开始,过滤前5条数据,然后从第6条开始选取3条数据,并进行排序。

演示效果如下:

//更新数据

db.one_db_collection.update({x:1},{x:100})

当插入这样的一条数据的时候:

db.one_db_collection.insert({x:100,y:100,z:100})

这个时候更新y的值,需要加$set符号:

db.one_db_collection.update({z:100},{$set:{y:200}})

当更新一条不存在的数据的时候,如果加上true则会自动创建一条这个不存在的数据

db.one_db_collection.update({y:100},{y:300},true)

效果如下:

//一次性更新多条相同的数据

db.one_db_collection.update({ y:300},{$set:{y:301}},false,true)

如果有多条重名的且update时未加true,则只删除相同数据中的第一条数据。

//数据的删除

db.one_db_collection.remove({y:301})

//删除表

db.one_db_collection.drop()

七、查询索引

//查看当前表中索引

db.one_db_collection.getIndexes()

//创建索引

db.one_db_collection.ensureIndex({x:1})

x:1代表正向排序,x:-1代表逆向排序。如果文档数目较大,则创建索引时间会较长。如果系统中已经有很多文档了,这个时候就不能使用这个命令去创建索引了,否则严重影响数据库性能。 我们一般需要在使用数据库之前就要把索引创建完毕。 使用索引可以明显加快查询速度。

索引的属性 :

名字,由name指定;唯一性,unique指定;稀疏性,sparse指定

db.collection.ensureIndex({},{name:""})
db.collection.ensureIndex({},{unique:true/false})
db.collection.ensureIndex({},{sparse:true/false})

索引的类型

  • 1:_id索引
  • 2:单键索引
  • 3:多键索引
  • 4:复合索引
  • 5:过期索引
  • 6:全文索引
  • 7:地理位置索引

—id索引:是绝大多数集合默认建立的索引,对于每个插入的数据,MongoDB都会自动生成一条唯一的id字段。

  db.one_db_collection.ensureIndex({x:1})

例如查询结果为: { "_id" : ObjectId("576fecca8224cdb105bcb3f1"), "x" : 1 }

多键索引: 1.多键索引与单键索引创建形式相同,区别在于字段的值。 1)单键索引:值为一个单一的值,如字符串,数字或日期。 2)多键索引:值具有多个记录,如数组。

 db.twodb.insert({x:[1,2,3,4,5]})

复合索引:

db.twodb.ensureIndex({x:1,y:1})

过期索引: 此索引过一段时间会过期,索引过期后,相应的数据会被删除,适合存储一些在一段时间之后会失效的数据,比如用户登录信息.

db.twodb.ensureIndex({time:1},{expireAfterSeconds:60})  //过期时间设置为60秒

db.twodb.insert({time:new Date()})

db.twodb.find() //60秒后就查不到数据了

过期索引的限制: 1.存储在过期索引字段的值必须是指定的时间类型,必须是ISODate或者ISODate数组,不能使用时间戳,否则不能自动删除。 例如 >db.twodb.insert({time:1}),这种是不能被自动删除的 2.如果指定了ISODate数组,则按照最小的时间进行删除。 3.过期索引不能是复合索引。因为不能指定两个过期时间。 4.删除时间是不精确的。删除过程是由MongoDB的后台进程每60s跑一次的,而且删除也需要一定时间,所以存在误差。

八、全文索引

对字符串与字符串数组创建全文可搜索的索引

创建全文索引的方法

db.threedb.ensureIndex({key:"text"})
db.threedb.ensureIndex({key_1:"text",key_2:"text"})
db.threedb.ensureIndex({"$**":"text"})

演示创建一个全文索引

db.threedb.ensureIndex({"article":"text"})

插入几条演示数据

 db.threedb.insert({"article":"aa  bb cc dd ee  11"})
db.threedb.insert({"article":"aa dd rr jj ff 22"})
db.threedb.insert({"article":"aa oo qq tt kk 33"})

使用全文索引进行查询 //搜索标题中有aa的记录

 db.threedb.find({$text:{$search:"aa"}})

//多个关键字查找,查找只要含有dd qq 33中任何一个的就可以("或"关系)

db.threedb.find({$text:{$search:"dd  qq 33"}})

//查找包含dd qq但是不包含33的数据,在关键词前面加上-号代表不包含:

db.threedb.find({$text:{$search:"dd  qq -33"}})

//"与"关系查找,既包含aa 又包含qq的数据

db.threedb.find({$text:{$search:"\"aa\" \"qq\" "}})

//相似度查询

使用$meta:{score:{$meta:"textScore"}} 写在查询条件后面可以返回结果的相似度,与sort一起使用,可以达到很好的实用效果。

db.threedb.find({$text:{$search:"dd qq 33"}},{score:{$meta:"textScore"}})

db.threedb.find({$text:{$search:"dd  qq 33"}},{score:{$meta:"textScore"}}).sort({score:{$meta:"textScore"}})

全文搜索的使用限制

  1. 每次查询,只能指定一个$text查询
  2. $text查询不能出现在$nor查询中
  3. 查询中如果包含了$text, hint不再起作用
  4. MongoDB全文索引还不支持中文

九、地理位置索引

将一些点的位置存储在Mongodb数据库中,并且创建索引,这些就是地理位置索引,之后就可以按照位置来查找其他的点了!

分类 1.2D索引,用于存储和查找平面上的点。 2.2Dsphere索引,用于存储和查找球面上的点。

查找方式: 1:查找距离某个点一定距离内的点 2:查找包含在某个区域内的点

2D索引

2D地理位置索引创建方式 db.collection.ensureIndex({w:"2d"}) 2D地理位置索引的取值范围以及表示方法 经纬度[经度,纬度] 经纬度取值范围 经度[-180,180] 纬度[-90,90]

//创建2d索引

db.location.ensureIndex({"w":"2d"})

//插入数据 db.location.insert({w:[20,30]}) db.location.insert({w:[160,90]}) db.location.insert({w:[20,90]}) db.location.insert({w:[80,120]})

1、使用$near 查询距离某个点最近的点 db.collection.find({w:{$near:[x,y]}}) 使用$near默认返回最近的100个点,可以使用$maxDistance:x 限制返回的最远距离 查询距离(1,1)最近的点

db.location.find({w:{$near:[1,1]}})

查询在最远距离为100的点

db.location.find({w:{$near:[1,1],$maxDistance:100}})

2、使用$geoWithin 查询某个形状内的点 形状的表示方式: 1. $box 矩形,使用{$box:[[x1,y1],[x2,y2]]} 2. $center 圆形,使用 {$center:[[x,y],r]} 3. $polygon 多边形,使用 {$polygon:[[x1,y1],[x2,y2],[x3,y3]]}

//查询在(0,0)(80,80)之间的位置的数据 一个矩形

db.location.find({w:{$geoWithin:{$box:[[0,0],[80,80]]}}})

//圆形区域内,原心为(20,30),半径是80

db.location.find({w:{$geoWithin:{$center:[[20,30],80]}}})

//多边形

 db.location.find({w:{$geoWithin:{$polygon:[[0,0],[40,30],[80,100],[30,60]]}}})

//geoNear的使用 格式: db.runCommand({geoNear:,near:[x,y],minDistance:maxDistance:num:})

查询距离(1,1)最远距离为100的,最多返回1条数据

db.runCommand({geoNear:"location",near:[1,1],maxDistance:100,num:1})

球面地理位置索引

2dsphere索引

GeoJSON:描述一个点,一条直线,多边形等形状。 格式: {type:'', coordinates:[list]} GeoJSON查询可支持多边形交叉点等,支持MaxDistance 和 MinDistance

db.collection.ensureindex({key: '2dsphere'})

十、索引构建情况分析

如何评判当前索引构建情况: 1.mongostat 工具

使用mongostat -h [ip]:端口 例如:

bin/mongostat  -h  192.168.44.131:27017

idx miss和qr|qw是需要我们重点关注的地方。

2.profile集合

db.getProfilingStatus()
db.getProfilingLevel()

当level为0代表profiling是关闭的. 级别为1时会记录所有超过slowms中设定的数目的操作。 级别为2时会记录你的所有操作。

3.日志分析

在配置文件中——mongodb.config中设置:

verbose=VVVVV

设置日志,5个v记录最详细的数据,1个v记录简单的日志信息。1到5个v来进行设置。

4.使用explain查询分析器分析

db.collection.find({x:1}).explain()

{ "cursor" : "BasicCursor", --使用的游标 "isMultiKey" : false, "n" : 1, "nscannedObjects" : 100000, --扫描的数据量 "nscanned" : 100000, --包含索引的扫描量 "nscannedObjectsAllPlans" : 100000, "nscannedAllPlans" : 100000, "scanAndOrder" : false, "indexOnly" : false, "nYields" : 781, "nChunkSkips" : 0, "millis" : 25, --查询消耗时间(毫秒) "server" : "XXX", "filterSet" : false }

十一、总结

1:为什么有这么多种索引?

不同的情况下使用对应情况下的索引,可以让查询速度更快,可以使查询得到进一步的优化。

2:什么时候使用什么索引才是合适的?

简单的说,索引就好比一本书的目录,你只要浏览标题就可以快速的找到具体内容是放在哪一页的。也就是说用find()查找时不用直接去搜索表,只要查找索引,就可以直接定位到你想查找的内容位置。索引带来的方便不是免费的,是以每次插入或更新(相当于删除并插入)时都要维护索引为代价的。所以如果一张表更多是用于查询而很少插入,那么就可以建立尽量多的索引以优化查询性能。相反如果一张表要经常插入或更新,则尽可能少用索引,有时甚至连主键都不建。

3:怎么判断索引建立的合适与否?

索引的建立必须慎重,对每个索引的必要性都应该经过仔细分析,要有建立的依据.因为太多的索引与不充分、不正确的索引对性能都毫无益处:在表上建立的每个索引都会增加存储开销,索引对于插入、删除、更新操作也会增加处理上的开销.另外,过多的复合索引,在有单字段索引的情况下,一般都是没有存在价值的;相反,还会降低数据增加删除时的性能,特别是对频繁更新的表来说,负面影响更大.

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