1、使用比较运算符查询
$gt |
大于 |
$lt |
小于 |
$gte |
大于等于 |
$lte |
小于等于欧 |
$ne |
不等于 |
db.集合名.find({"键名": {比较运算符1:值1, 比较运算符2:值2} })
> db.students.find()
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级" }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级" }
> db.students.find({"age": {$lt:19}})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
> db.students.find({"age": {$gte:18,$lt:20}})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
2、使用关键字查询
2.1、in/not in 关键字
db.集合名.find({"键名": {$in:[值1, 值2, 值3 ...]} })
db.集合名.find({"键名": {$nin:[值1, 值2, 值3 ...]} })
> db.students.find({"age":{$in:[19,18,17]}})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
> db.students.find({"age":{$nin:[19,18,17]}})
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级" }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级" }
2.2、size 关键字
对于值为list的字段,可以对list的长度(即list当中值的个数)进行判断来查询。
db.集合名.find({"键名": {$size:n} })
> db.students.find()
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
# 查找text字段长度为3的数据
> db.students.find({"text":{$size:3}})
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
2.3、exists 关键字
查询 包含/不包含 某个字段的数据
db.集合名.find({"键名": {$exist: true|fase} }) # t、f要小写
> db.students.find()
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
# 查询包含text字段的数据
> db.students.find({"text":{$exists:true}})
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
# 查询不含text字段的数据
> db.students.find({"text":{$exists:false}})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
2.4、or 关键字
db.集合名.find({$or:[{条件1}, {条件2}, {条件3}...]})
> db.students.find()
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
# 查询包含text字段或者name=chen的数据
> db.students.find({$or:[{"text":{$exists:true}},{"name":"chen"}]})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
3、模糊查询
db.集合名.find({"键名": js正则表达)
> db.students.find()
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
{ "_id" : ObjectId("5db68d190f98841018f76970"), "name" : "cheng", "age" : 21, "grade" : "四年级" }
# 查询name以che开头的数据
> db.students.find({"name":/che/})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db68d190f98841018f76970"), "name" : "cheng", "age" : 21, "grade" : "四年级" }
4、查询结果排序
db.集合名.find().sort({"键名": 1|-1, "键名": 1|-1...})
1 为升序
-1 为降序
> db.students.find().sort({"name":1, "age":-1})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db68f6c0f98841018f76971"), "name" : "cheng", "age" : 22, "grade" : "五年级" }
{ "_id" : ObjectId("5db68d190f98841018f76970"), "name" : "cheng", "age" : 21, "grade" : "四年级" }
{ "_id" : ObjectId("5db654660f98841018f7696c"), "name" : "ma", "age" : 20, "grade" : "二年级", "text" : [ "女", "副教授", "副处长" ] }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
5、限定返回结果数量
db.集合名.find().limit(n)
db.集合名.find().skip(n) # 跳过n条,返回从n+1k开始的数据
db.集合名.find().skip(n).limit(m) # 跳过n条,返回后面的m条
.limit() 与 .sort()无先后顺序
# 按age正序排列,并返回前两行数据
> db.students.find().limit(2).sort({"age":1})
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
> db.students.find().sort({"age":1}).limit(2)
{ "_id" : ObjectId("5db642b30f98841018f76965"), "name" : "chen", "age" : 18, "grade" : "一年级" }
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
# 查询age第二小和第三小的数据
> db.students.find().skip(1).limit(2).sort({"age":1})
{ "_id" : ObjectId("5db642bc0f98841018f76966"), "name" : "wang", "age" : 19, "grade" : "二年级" }
{ "_id" : ObjectId("5db653920f98841018f7696b"), "name" : "xu", "age" : 20, "grade" : "三年级", "text" : [ "女", "研究员" ] }
6、查询返回结果数量
db.集合名.find().count()
db.集合名.find().skip(n).count(true) # 与skip结合使用时,要加true
> db.students.find({"name":"cheng"}).count()
2
> db.students.find().count()
6
# 不加true就会统计全部数据条目
> db.students.find().skip(2).count()
6
> db.students.find().skip(2).count(true)
4
7、创建索引
db.集合名.ensureIndex({"键名1":1|-1, "键名2":1|-1})
> db.students.ensureIndex({"name":1})
{
"createdCollectionAutomatically" : false,
"numIndexesBefore" : 1,
"numIndexesAfter" : 2,
"ok" : 1
}