要练习查询首先要有数据,先用for循环插入了20条数据(就是javascript语法)
> for( var i=1;i<=20;i++){ db.student.insert({"name":"name"+i,"sort":"sort"+i,"tel":"1234"+i})}
mongodb是用find来进行查询的,返回一个集合中文档的子集,子集合范围从0个文档到整个文档,也是通过参数决定要查询的细节。空的查询文档会匹配集合的所有内容,如要不指定查询内容,默认就是{}。
语法:db.<集合名>.find()(类似于sql中的select * from 表名)【等同于db.<集合名>.find({})】
db.<集合名>.findOne();(findOne()首字母one要大写,~.~)
> db.student.findOne() { "_id" : ObjectId("56e4d9e9bf48eabb5d350a99"), "name" : "name1", "sort" : "sort1", "tel" : "12341" }
语法:db.<集合>.find({},{"键名":1,"键名":0})后面的这个{}里面指定要查询的内容,需要的就给参数 1,不需要的就给参数0(类似于sql中select 列名,列名 from 表名)
> db.student.find({},{name:1,_id:0}) { "name" : "name1" } { "name" : "name2" } { "name" : "name3" } { "name" : "name4" } { "name" : "name5" } { "name" : "name6" } { "name" : "name7" } { "name" : "name8" } { "name" : "name9" } { "name" : "name10" } { "name" : "name11" } { "name" : "name12" } { "name" : "name13" } { "name" : "name14" } { "name" : "name15" } { "name" : "name16" } { "name" : "name17" } { "name" : "name18" } { "name" : "name19" } { "name" : "name20" }
只要name这个键,默认的会返回_id,我们设置_id:0即可。
在第一个{}来指定条件,进行查询,类似sql中的where查询
> db.student.find({"tel":{"$gte":"123410","$lte":"123413"}}) { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa2"), "name" : "name10", "sort" : "sort10", "tel" : "123410" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa3"), "name" : "name11", "sort" : "sort11", "tel" : "123411" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa4"), "name" : "name12", "sort" : "sort12", "tel" : "123412" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa5"), "name" : "name13", "sort" : "sort13", "tel" : "123413" }
查询tel在123410和123413之间的文档。
下面这个是指定记录查询,有点类似于sql中的(select * from student where tel="12342";)
> db.student.find({"tel":"12342"}) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9a"), "name" : "name2", "sort" : "sort2", "tel" : "12342" } > db.student.find({"tel":"12342","name":"123"}) > db.student.find({"tel":"12342","name":"name2"}) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9a"), "name" : "name2", "sort" : "sort2", "tel" : "12342" }
在find前面一个{}里面用,连接的映射条件,其实就是and条件的查询,
在mongodb中也有对应的 or 查询使用的,符号是 $or
> db.student.find({$or:[{"name":"name2"},{"name":"name3"}]}) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9a"), "name" : "name2", "sort" : "sort2", "tel" : "12342" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9b"), "name" : "name3", "sort" : "sort3", "tel" : "12343" }
$in基本上也是or的关系,和MySQL中的in(..,..,...)类似 另外$nin和$in关系是相反的,类似于 not in(,)
> db.student.find({"tel":{$in:["12341","12342","123420"]}}) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a99"), "name" : "name1", "sort" : "sort1", "tel" : "12341" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9a"), "name" : "name2", "sort" : "sort2", "tel" : "12342" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aac"), "name" : "name20", "sort" : "sort20", "tel" : "123420" }
$all用来通过多个元素匹配数组数组
> db.food.insert({"animal":["dog","cat","python"]}) > db.food.insert({"animal":["dog","cat","pig"]}) > db.food.insert({"animal":["pig","cat","python"]}) > db.food.find({"animal":{$all:["cat","python"]}},{_id:0}) { "animal" : [ "dog", "cat", "python" ] } { "animal" : [ "pig", "cat", "python" ] }
排序.sort
语法:db.<集合名>.find().sort({"键名":1})(参数1为升序,-1为降序)
限制数目 .limit
语法:db.<集合名>.find().limit(number)(number为限制返回的数目)
> db.student.find().sort({"tel":1}).limit(5) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a99"), "name" : "name1", "sort" : "sort1", "tel" : "12341" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa2"), "name" : "name10", "sort" : "sort10", "tel" : "123410" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa3"), "name" : "name11", "sort" : "sort11", "tel" : "123411" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa4"), "name" : "name12", "sort" : "sort12", "tel" : "123412" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa5"), "name" : "name13", "sort" : "sort13", "tel" : "123413" } > db.student.find().sort({"tel":-1}).limit(5) { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa1"), "name" : "name9", "sort" : "sort9", "tel" : "12349" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa0"), "name" : "name8", "sort" : "sort8", "tel" : "12348" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9f"), "name" : "name7", "sort" : "sort7", "tel" : "12347" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9e"), "name" : "name6", "sort" : "sort6", "tel" : "12346" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9d"), "name" : "name5", "sort" : "sort5", "tel" : "12345" }
上面是对tel进行降序和升序的查询。并指定返回5条记录
跳过记录:.skip(number)
> db.student.find().skip(15) { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa8"), "name" : "name16", "sort" : "sort16", "tel" : "123416" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa9"), "name" : "name17", "sort" : "sort17", "tel" : "123417" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aaa"), "name" : "name18", "sort" : "sort18", "tel" : "123418" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aab"), "name" : "name19", "sort" : "sort19", "tel" : "123419" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aac"), "name" : "name20", "sort" : "sort20", "tel" : "123420" }
一共20行记录,省略了前面15行,只返回后面5行
可以使用.skip().limit()实现翻页的功能
> db.student.find().skip(5).limit(5) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9e"), "name" : "name6", "sort" : "sort6", "tel" : "12346" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350a9f"), "name" : "name7", "sort" : "sort7", "tel" : "12347" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa0"), "name" : "name8", "sort" : "sort8", "tel" : "12348" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa1"), "name" : "name9", "sort" : "sort9", "tel" : "12349" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa2"), "name" : "name10", "sort" : "sort10", "tel" : "123410" } > db.student.find().skip(10).limit(5) { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa3"), "name" : "name11", "sort" : "sort11", "tel" : "123411" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa4"), "name" : "name12", "sort" : "sort12", "tel" : "123412" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa5"), "name" : "name13", "sort" : "sort13", "tel" : "123413" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa6"), "name" : "name14", "sort" : "sort14", "tel" : "123414" } { "_id" : ObjectId("56e4d9e9bf48eabb5d350aa7"), "name" : "name15", "sort" : "sort15", "tel" : "123415" }
聚合操作
求数目
语法:db.<集合>.count() ;类似于sql中select count(*) from 表名
> db.student.count() 20 > db.student.find().limit(1) { "_id" : ObjectId("56e4d9e9bf48eabb5d350a99"), "name" : "name1", "sort" : "sort1", "tel" : "12341" }
如果是求某一列的
> db.student.count({},{"name":1}) 20
一般的数学运算
先模拟数据
> for(var i=1;i<20;i++){db.test1.insert({"num":i})} WriteResult({ "nInserted" : 1 })
下面是关于一列的求和,最大值,最小值,和平均值
语法:db.<集合名>.aggregate({$group:{_id:" ",返回的名字:{函数:"$列名"}}})
> db.test1.aggregate({$group:{_id:" ",sumsal:{$sum:"$num"}}}) { "_id" : " ", "sumsal" : 190 } > db.test1.aggregate({$group:{_id:" ",sumsal:{$max:"$num"}}}) { "_id" : " ", "sumsal" : 19 } > db.test1.aggregate({$group:{_id:" ",sumsal:{$min:"$num"}}}) { "_id" : " ", "sumsal" : 1 } > db.test1.aggregate({$group:{_id:" ",sumsal:{$avg:"$num"}}}) { "_id" : " ", "sumsal" : 10 }
在mangodb中进行sql中group by 的操作,只需要在原来基础空格上加上列名
重新模拟数据
> for(var i=1;i<5;i++){db.test2.insert({"num":i,"type":1})} WriteResult({ "nInserted" : 1 }) > for(var i=5;i<10;i++){db.test2.insert({"num":i,"type":2})} WriteResult({ "nInserted" : 1 }) > for(var i=10;i<15;i++){db.test2.insert({"num":i,"type":3})} WriteResult({ "nInserted" : 1 }) > db.test2.aggregate({$group:{_id:"$type",sumsal:{$avg:"$num"}}}) { "_id" : 3, "sumsal" : 12 } { "_id" : 2, "sumsal" : 7 } { "_id" : 1, "sumsal" : 2.5 }
如果需要组名
> db.test2.aggregate({$group:{_id:{type:"$type"},sumsal:{$sum:"$num"}}}) { "_id" : { "type" : 3 }, "sumsal" : 60 } { "_id" : { "type" : 2 }, "sumsal" : 35 } { "_id" : { "type" : 1 }, "sumsal" : 10 }
多列分组,在原来的基础上在进行分组
固定的字符串,我们只需要定义列名就行咯
> db.test2.aggregate({$group:{_id:{type:"$type","名字":"列名"},sumsal:{$sum:"$num"}}})