日期:2014-05-16  浏览次数:20409 次

MongoDB学习(二)索引的用法

MongoDB与sql关于库表的名字:

database == database

collection == table

document == row

本篇转载自:http://blog.nosqlfan.com/html/271.html

?

索引能提高检索数据的速度,你可以想像成在MySQL中创建索引一样,同样索引也是用B-Tree也实现的。

1.单列索引

在字段x上创建索引,1 (表示升序) or -1 (表示降序)

> db.data.ensureIndex({x:1})

?显示表data里面的所有索引

> db.data.getIndexes()
[
{
"name" : "_id_",
"ns" : "recommender.data",
"key" : {
"_id" : 1
}
},
{
"_id" : ObjectId("4befb146b0e29ba1ce20e0bb"),
"ns" : "recommender.data",
"key" : {
"x" : 1
},
"name" : "x_1"
}
]

? 查找字段x为6的值,此时已经用到索引了

> db.data.find({x:6})
{ "_id" : ObjectId("4bee804ba23d558eb6687117"), "x" : 6, "name" : "caihuafeng1" }
{ "_id" : ObjectId("4bee804ba23d558eb6687118"), "x" : 6, "name" : "caihuafeng2" }
{ "_id" : ObjectId("4bee804ba23d558eb6687119"), "x" : 6, "name" : "caihuafeng3" }
{ "_id" : ObjectId("4bee804ba23d558eb668711a"), "x" : 6, "name" : "caihuafeng4" }
{ "_id" : ObjectId("4bee804ba23d558eb668711b"), "x" : 6, "name" : "caihuafeng5" }
{ "_id" : ObjectId("4bee804ba23d558eb668711c"), "x" : 6, "name" : "caihuafeng6" }
{ "_id" : ObjectId("4bee804ba23d558eb668711d"), "x" : 6, "name" : "caihuafeng7" }
{ "_id" : ObjectId("4bee804ba23d558eb668711e"), "x" : 6, "name" : "caihuafeng8" }
{ "_id" : ObjectId("4bee804ba23d558eb668711f"), "x" : 6, "name" : "caihuafeng9" }
{ "_id" : ObjectId("4bee804ba23d558eb6687120"), "x" : 6, "name" : "caihuafeng10" }

?2.默认索引
上述1中db.data.getIndexes()显示出来的一共有2个索引,其中_id是创建表的时候自动创建的索引,此索引是不能够删除的。

3.文档作为索引的键值
a.单列索引

往数据库recommender的表data中插入三条记录

> db.data.insert({name:"1616",info:{url:"http://www.1616.net/",city:"beijing"}});
> db.data.insert({name:"hao123",info:{url:"http://www.hao123.com/",city:"beijing"}});
> db.data.insert({name:"ll4la",info:{url:"http://www.114la.com/",city:"dongguan"}});

?对字段info创建索引

> db.data.ensureIndex({info: 1});

?显示表data上的所有索引

> db.data.getIndexes();
[
{
"name" : "_id_",
"ns" : "recommender.data",
"key" : {
"_id" : 1
}
},
{
"_id" : ObjectId("4befb146b0e29ba1ce20e0bb"),
"ns" : "recommender.data",
"key" : {
"x" : 1
},
"name" : "x_1"
},
{
"_id" : ObjectId("4befb76bb0e29ba1ce20e0bf"),
"ns" : "recommender.data",
"key" : {
"info" : 1
},
"name" : "info_1"
}
]

?查找指定的记录,此时会用到索引

> db.data.find({info: {url:"http://www.1616.net/",city:"beijing"}});
{ "_id" : ObjectId("4befb711b0e29ba1ce20e0bc"), "name" : "1616", "info" : { "url" : "http://www.1616.net/", "city" : "beijing" } }

b.组合索引
建立组合索引

> db.data.ensureIndex({"info.url":1, "info.city":1});
> db.data.getIndexes();
[
{
"name" : "_id_",
"ns" : "recommender.data",
"key" : {
"_id" : 1
}
},
{
"_id" : ObjectId("4befb146b0e29ba1ce20e0bb"),
"ns" : "recommender.data",
"key" : {
"x" : 1
},
"name" : "x_1"
},
{
"_id" : ObjectId("4befb76bb0e29ba1ce20e0bf"),
"ns" : "recommender.data",
"key" : {
"info" : 1
},
"name" : "info_1"
},
{
"_id" : ObjectId("4befb9d1b0e29ba1ce20e0c0"),
"ns" : "recommender.data",
"key" : {
"info.url" : 1,
"info.city" : 1
},
"name" : "info.url_1_info.city_1"
}
]

?下面几个操作均会用到索引

> db.data.find({"info.url": "http://www.1616.net/", "info.city": "beijing"});
{ "_id" : ObjectId("4befb711b0e29ba1ce20e0bc"), "name" : "1616", "info" : { "url" : "http://www.1616.net/", "city" : "beijing" } }

> db.data.find({"info.url": "http://www.1616.net/"});
{ "_id" : ObjectId("4befb711b0e29ba1ce20e0bc"), "name" : "1616", "info" : { "url" : "http://www.1616.net/", "city" : "beijing" } }

?1表示升序(asc),-1表示降序(desc)

> db.data.find({"info.url": /http:*/i}).sort({"info.url": 1, "i