HBase文档操作--练习篇

1.查询学生的所有信息

数据准备

var persons = [{

name:"jim",

age:25,

email:"75431457@qq.com",

c:89,m:96,e:87,

country:"USA",

books:["JS","C++","EXTJS","MONGODB"],

address:{city:"beijing",street:"861 Park Street"}

{

name:"tom",

age:null,

email:"214557457@qq.com",

c:75,m:66,e:97,

country:"USA",

books:["PHP","JAVA","EXTJS","C++"],

address:{city:"beijing",province:"hebei"}

{

name:"lili",

age:null,

email:"344521457@qq.com",

c:75,m:63,e:97,

country:"USA",

books:["JS","JAVA","C#","MONGODB"]

{

name:"zhangsan",

age:27,

email:"2145567457@qq.com",

c:89,m:86,e:67,

country:"China",

books:["JS","JAVA","EXTJS","MONGODB"]

{

name:"lisi",

age:26,

email:"274521457@qq.com",

c:53,m:96,e:83,

country:"China",

books:["JS","C#","PHP","MONGODB"]

{

name:"wangwu",

age:27,

email:"65621457@qq.com",

c:45,m:65,e:99,

country:"China",

books:["JS","JAVA","C++","MONGODB"]

{

name:"zhaoliu",

age:27,

email:"214521457@qq.com",

c:99,m:96,e:97,

country:"China",

books:["JS","JAVA","EXTJS","PHP"]

{

name:"piaoyingjun",

age:26,

email:"piaoyingjun@uspcat.com",

c:39,m:54,e:53,

country:"Korea",

books:["JS","C#","EXTJS","MONGODB"]

{

name:"lizhenxian",

age:27,

email:"lizhenxian@uspcat.com",

c:35,m:56,e:47,

country:"Korea",

books:["JS","JAVA","EXTJS","MONGODB"]

{

name:"lixiaoli",

age:21,

email:"lixiaoli@uspcat.com",

c:36,m:86,e:32,

country:"Korea",

books:["JS","JAVA","PHP","MONGODB"]

{

name:"Limiao",

age:21,

email:"lixiaoli@uspcat.com",

c:36,m:86,e:32,

country:"Korea",

books:["JS","JAVA","PHP","MONGODB"]

{

name:"zhangsuying",

age:22,

email:"zhangsuying@uspcat.com",

c:45,m:63,e:77,

country:"Korea",

books:["JS","JAVA","C#","MONGODB"]

}]

先执行

db.studend.find()

若存在测删除student

db.student.drop()

再执行插入

db.student.insert(persons)

>db.student.insert(persons)

BulkWriteResult({

"writeErrors" : [ ],

"writeConcernErrors" : [ ],

"nInserted" : 12,

"nUpserted" : 0,

"nMatched" : 0,

"nModified" : 0,

"nRemoved" : 0,

"upserted" : [ ]

})

然后查询所有student记录

>db.student.find()

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c73"), "name" : "jim", "age" : 25, "email" : "75431457@qq.com", "c" : 89, "m" : 96, "e" : 87, "country" : "USA", "books" : [ "JS", "C++", "EXTJS", "MONGODB" ], "address" : { "city" : "beijing", "street" : "861 Park Street" } }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c74"), "name" : "tom", "age" : null, "email" : "214557457@qq.com", "c" : 75, "m" : 66, "e" : 97, "country" : "USA", "books" : [ "PHP", "JAVA", "EXTJS", "C++" ], "address" : { "city" : "beijing", "province" : "hebei" } }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c75"), "name" : "lili", "age" : null, "email" : "344521457@qq.com", "c" : 75, "m" : 63, "e" : 97, "country" : "USA", "books" : [ "JS", "JAVA", "C#", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c76"), "name" : "zhangsan", "age" : 27, "email" : "2145567457@qq.com", "c" : 89, "m" : 86, "e" : 67, "country" : "China", "books" : [ "JS", "JAVA", "EXTJS", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c77"), "name" : "lisi", "age" : 26, "email" : "274521457@qq.com", "c" : 53, "m" : 96, "e" : 83, "country" : "China", "books" : [ "JS", "C#", "PHP", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c78"), "name" : "wangwu", "age" : 27, "email" : "65621457@qq.com", "c" : 45, "m" : 65, "e" : 99, "country" : "China", "books" : [ "JS", "JAVA", "C++", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c79"), "name" : "zhaoliu", "age" : 27, "email" : "214521457@qq.com", "c" : 99, "m" : 96, "e" : 97, "country" : "China", "books" : [ "JS", "JAVA", "EXTJS", "PHP" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7a"), "name" : "piaoyingjun", "age" : 26, "email" : "piaoyingjun@uspcat.com", "c" : 39, "m" : 54, "e" : 53, "country" : "Korea", "books" : [ "JS", "C#", "EXTJS", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7b"), "name" : "lizhenxian", "age" : 27, "email" : "lizhenxian@uspcat.com", "c" : 35, "m" : 56, "e" : 47, "country" : "Korea", "books" : [ "JS", "JAVA", "EXTJS", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7c"), "name" : "lixiaoli", "age" : 21, "email" : "lixiaoli@uspcat.com", "c" : 36, "m" : 86, "e" : 32, "country" : "Korea", "books" : [ "JS", "JAVA", "PHP", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7d"), "name" : "Limiao", "age" : 21, "email" : "lixiaoli@uspcat.com", "c" : 36, "m" : 86, "e" : 32, "country" : "Korea", "books" : [ "JS", "JAVA", "PHP", "MONGODB" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7e"), "name" : "zhangsuying", "age" : 22, "email" : "zhangsuying@uspcat.com", "c" : 45, "m" : 63, "e" : 77, "country" : "Korea", "books" : [ "JS", "JAVA", "C#", "MONGODB" ] }

也可以使用这个命令

>db.student.find({})

2.查询所有学生的姓名

> db.student.find({},{_id:0,name:1})

{ "name" : "jim" }

{ "name" : "tom" }

{ "name" : "lili" }

{ "name" : "zhangsan" }

{ "name" : "lisi" }

{ "name" : "wangwu" }

{ "name" : "zhaoliu" }

{ "name" : "piaoyingjun" }

{ "name" : "lizhenxian" }

{ "name" : "lixiaoli" }

{ "name" : "Limiao" }

{ "name" : "zhangsuying" }

3.查询出年龄在25到27岁之间的学生

> db.student.find({age:{$gte:25,$lte:27}})

下面这种方式更直观

db.student.find({age:{$gte:25,$lte:27}},{_id:0,name:1,age:1})

{ "name" : "jim", "age" : 25 }

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "lisi", "age" : 26 }

{ "name" : "wangwu", "age" : 27 }

{ "name" : "zhaoliu", "age" : 27 }

{ "name" : "piaoyingjun", "age" : 26 }

{ "name" : "lizhenxian", "age" : 27 }

4.查询出所有不是韩国籍的学生

db.student.find({country:{$ne:"Korea"}},{_id:0,name:1,country:1})

{ "name" : "jim", "country" : "USA" }

{ "name" : "tom", "country" : "USA" }

{ "name" : "lili", "country" : "USA" }

{ "name" : "zhangsan", "country" : "China" }

{ "name" : "lisi", "country" : "China" }

{ "name" : "wangwu", "country" : "China" }

{ "name" : "zhaoliu", "country" : "China" }

5.查询国籍是中国或美国的学生信息

> db.student.find({country:{$in:["USA","China"]}})

6.查询国籍不是中国或美国的学生信息

> db.student.find({country:{$nin:["USA","China"]}})

7.查询语文成绩大于85并且英语大于90的学生信息

db.student.find({$and:[{c:{$gte:85}},{e:{$gte:90}}]})

8.查询语文成绩大于85或者英语大于90的学生信息

> db.student.find({$or:[{c:{$gte:85}},{e:{$gte:90}}]})

9.查询出名字中不存在”li”的学生的信息

> db.student.find({name:{$not:/li/i}})

10.查询地址存在的学生信息

> db.student.find({address:{$exists:true}})

11.查询年龄为空值的学生信息

> db.student.find({address:{$exists:true}})

或者使用这个

> db.student.find({age:null})

> db.student.find({age:{$type:10}})

12.查询address为{city:

> db.student.find({address:{city:"beijing",street:"861 Park Street"}})

> db.student.find({"address.city":"beijing"})

数组查询

> db.student.find({books:["JS","C#","EXTJS","MONGODB"]})

> db.student.find({books:"JS"})

> db.student.find({},{books:{$slice:[1,2]}})

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c73"), "name" : "jim", "age" : 25, "email" : "75431457@qq.com", "c" : 89, "m" : 96, "e" : 87, "country" : "USA", "books" : [ "C++", "EXTJS" ], "address" : { "city" : "beijing", "street" : "861 Park Street" } }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c74"), "name" : "tom", "age" : null, "email" : "214557457@qq.com", "c" : 75, "m" : 66, "e" : 97, "country" : "USA", "books" : [ "JAVA", "EXTJS" ], "address" : { "city" : "beijing", "province" : "hebei" } }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c75"), "name" : "lili", "age" : null, "email" : "344521457@qq.com", "c" : 75, "m" : 63, "e" : 97, "country" : "USA", "books" : [ "JAVA", "C#" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c76"), "name" : "zhangsan", "age" : 27, "email" : "2145567457@qq.com", "c" : 89, "m" : 86, "e" : 67, "country" : "China", "books" : [ "JAVA", "EXTJS" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c77"), "name" : "lisi", "age" : 26, "email" : "274521457@qq.com", "c" : 53, "m" : 96, "e" : 83, "country" : "China", "books" : [ "C#", "PHP" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c78"), "name" : "wangwu", "age" : 27, "email" : "65621457@qq.com", "c" : 45, "m" : 65, "e" : 99, "country" : "China", "books" : [ "JAVA", "C++" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c79"), "name" : "zhaoliu", "age" : 27, "email" : "214521457@qq.com", "c" : 99, "m" : 96, "e" : 97, "country" : "China", "books" : [ "JAVA", "EXTJS" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7a"), "name" : "piaoyingjun", "age" : 26, "email" : "piaoyingjun@uspcat.com", "c" : 39, "m" : 54, "e" : 53, "country" : "Korea", "books" : [ "C#", "EXTJS" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7b"), "name" : "lizhenxian", "age" : 27, "email" : "lizhenxian@uspcat.com", "c" : 35, "m" : 56, "e" : 47, "country" : "Korea", "books" : [ "JAVA", "EXTJS" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7c"), "name" : "lixiaoli", "age" : 21, "email" : "lixiaoli@uspcat.com", "c" : 36, "m" : 86, "e" : 32, "country" : "Korea", "books" : [ "JAVA", "PHP" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7d"), "name" : "Limiao", "age" : 21, "email" : "lixiaoli@uspcat.com", "c" : 36, "m" : 86, "e" : 32, "country" : "Korea", "books" : [ "JAVA", "PHP" ] }

{ "_id" : ObjectId("57554f9cf7b6c25c4d573c7e"), "name" : "zhangsuying", "age" : 22, "email" : "zhangsuying@uspcat.com", "c" : 45, "m" : 63, "e" : 77, "country" : "Korea", "books" : [ "JAVA", "C#" ] }

游标查询

var cursor = db.student.find({})

> while(cursor.hasNext()){

... printjson(cursor.next())

... }

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c73"),

"name" : "jim",

"age" : 25,

"email" : "75431457@qq.com",

"c" : 89,

"m" : 96,

"e" : 87,

"country" : "USA",

"books" : [

"JS",

"C++",

"EXTJS",

"MONGODB"

"address" : {

"city" : "beijing",

"street" : "861 Park Street"

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c74"),

"name" : "tom",

"age" : null,

"email" : "214557457@qq.com",

"c" : 75,

"m" : 66,

"e" : 97,

"country" : "USA",

"books" : [

"PHP",

"JAVA",

"EXTJS",

"C++"

"address" : {

"city" : "beijing",

"province" : "hebei"

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c75"),

"name" : "lili",

"age" : null,

"email" : "344521457@qq.com",

"c" : 75,

"m" : 63,

"e" : 97,

"country" : "USA",

"books" : [

"JS",

"JAVA",

"C#",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c76"),

"name" : "zhangsan",

"age" : 27,

"email" : "2145567457@qq.com",

"c" : 89,

"m" : 86,

"e" : 67,

"country" : "China",

"books" : [

"JS",

"JAVA",

"EXTJS",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c77"),

"name" : "lisi",

"age" : 26,

"email" : "274521457@qq.com",

"c" : 53,

"m" : 96,

"e" : 83,

"country" : "China",

"books" : [

"JS",

"C#",

"PHP",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c78"),

"name" : "wangwu",

"age" : 27,

"email" : "65621457@qq.com",

"c" : 45,

"m" : 65,

"e" : 99,

"country" : "China",

"books" : [

"JS",

"JAVA",

"C++",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c79"),

"name" : "zhaoliu",

"age" : 27,

"email" : "214521457@qq.com",

"c" : 99,

"m" : 96,

"e" : 97,

"country" : "China",

"books" : [

"JS",

"JAVA",

"EXTJS",

"PHP"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c7a"),

"name" : "piaoyingjun",

"age" : 26,

"email" : "piaoyingjun@uspcat.com",

"c" : 39,

"m" : 54,

"e" : 53,

"country" : "Korea",

"books" : [

"JS",

"C#",

"EXTJS",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c7b"),

"name" : "lizhenxian",

"age" : 27,

"email" : "lizhenxian@uspcat.com",

"c" : 35,

"m" : 56,

"e" : 47,

"country" : "Korea",

"books" : [

"JS",

"JAVA",

"EXTJS",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c7c"),

"name" : "lixiaoli",

"age" : 21,

"email" : "lixiaoli@uspcat.com",

"c" : 36,

"m" : 86,

"e" : 32,

"country" : "Korea",

"books" : [

"JS",

"JAVA",

"PHP",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c7d"),

"name" : "Limiao",

"age" : 21,

"email" : "lixiaoli@uspcat.com",

"c" : 36,

"m" : 86,

"e" : 32,

"country" : "Korea",

"books" : [

"JS",

"JAVA",

"PHP",

"MONGODB"

]

}

{

"_id" : ObjectId("57554f9cf7b6c25c4d573c7e"),

"name" : "zhangsuying",

"age" : 22,

"email" : "zhangsuying@uspcat.com",

"c" : 45,

"m" : 63,

"e" : 77,

"country" : "Korea",

"books" : [

"JS",

"JAVA",

"C#",

"MONGODB"

]

}

使用正则表达式

> db.student.find({name:{$regex:/l/}},{_id:0,name:1})

{ "name" : "lili" }

{ "name" : "lisi" }

{ "name" : "zhaoliu" }

{ "name" : "lizhenxian" }

{ "name" : "lixiaoli" }

> db.student.find({name:/^l/i},{_id:0,name:1})

{ "name" : "lili" }

{ "name" : "lisi" }

{ "name" : "lizhenxian" }

{ "name" : "lixiaoli" }

{ "name" : "Limiao" }

对查询结果排序

> db.student.find({},{_id:0,name:1,age:1}).sort({age:1})

{ "name" : "tom", "age" : null }

{ "name" : "lili", "age" : null }

{ "name" : "lixiaoli", "age" : 21 }

{ "name" : "Limiao", "age" : 21 }

{ "name" : "zhangsuying", "age" : 22 }

{ "name" : "jim", "age" : 25 }

{ "name" : "lisi", "age" : 26 }

{ "name" : "piaoyingjun", "age" : 26 }

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "wangwu", "age" : 27 }

{ "name" : "zhaoliu", "age" : 27 }

{ "name" : "lizhenxian", "age" : 27 }

> db.student.find({},{_id:0,name:1,age:1}).sort({name:-1,age:1})

{ "name" : "zhaoliu", "age" : 27 }

{ "name" : "zhangsuying", "age" : 22 }

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "wangwu", "age" : 27 }

{ "name" : "tom", "age" : null }

{ "name" : "piaoyingjun", "age" : 26 }

{ "name" : "lizhenxian", "age" : 27 }

{ "name" : "lixiaoli", "age" : 21 }

{ "name" : "lisi", "age" : 26 }

{ "name" : "lili", "age" : null }

{ "name" : "jim", "age" : 25 }

{ "name" : "Limiao", "age" : 21 }

使用limit函数

> db.student.find({},{_id:0,name:1,age:1},2)

{ "name" : "jim", "age" : 25 }

{ "name" : "tom", "age" : null }

> db.student.find({},{_id:0,name:1,age:1},2,3)

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "lisi", "age" : 26 }

使用skip函数

> db.student.find({},{_id:0,name:1,age:1},2).skip(3)

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "lisi", "age" : 26 }

> db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(0)

{ "name" : "jim", "age" : 25 }

{ "name" : "tom", "age" : null }

{ "name" : "lili", "age" : null }

> db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(3)

{ "name" : "zhangsan", "age" : 27 }

{ "name" : "lisi", "age" : 26 }

{ "name" : "wangwu", "age" : 27 }

> db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(6)

{ "name" : "zhaoliu", "age" : 27 }

{ "name" : "piaoyingjun", "age" : 26 }

{ "name" : "lizhenxian", "age" : 27 }

疑难小结

本次实验没有什么太大的疑难问题，只要注意语法上的书写格式，还有符号细节，这些药注意，很多时候会因为少写了一个括号导致查询错误，不过根据错误提示一下就可以找出来，课后要多敲多练！

主要算法程序清单

db.student.drop(); --先删除

db.student.insert(persons); --再添加

2.查询所有的记录

db.student.find()

db.student.find({})

find()的语法介绍

3.投影操作,即是列的操作

db.student.find({},{_id:0})

db.student.find({},{_id:0,name:1})

要么写想要的字段，要么写不想要的字段，最好不要混合写

db.student.find({},{name:1,age:1})

db.student.find({},{_id:0,name:0,age:0})

db.student.find({},{age:0,name:1}) --混合写出错

db.student.find({},{_id:1,name:0}) --混合写出错

选择操作，即是行的操作

4.比较运算符

（1）大于等于$gte 小于等于$lte 不等于$ne

I.查询出年龄在25到27岁之间的学生

db.student.find({age:{$gte:25,$lte:27}})

db.student.find({age:{$gte:25,$lte:27}},{_id:0,name:1})

II.查询出所有不是韩国籍的学生

db.student.find({country:{$ne:"Korea"}})

db.student.find({country:{$ne:"Korea"}},{_id:0,name:1})

（2）包含或不包含

$in或$nin

I.查询国籍是中国或美国的学生信息

db.student.find({country:{$in:["USA","China"]}})

II.查询国籍不是中国或美国的学生信息

db.student.find({country:{$nin:["USA","China"]}})

5.逻辑运算符

$and

I.查询语文成绩大于85并且英语大于90的学生信息

db.student.find({$and:[{c:{$gte:85}},{e:{$gte:90}}]})

$or

II.查询语文成绩大于85或者英语大于90的学生信息

db.student.find({$or:[{c:{$gte:85}},{e:{$gte:90}}]})

$not的使用

III.查询出名字中不存在”li”的学生的信息

db.student.find({name:{$not:/li/i}})

6.元素查询操作符

$exists

I.查询地址存在的学生信息

db.student.find({address:{$exists:true}})

II.查询年龄为空值的学生信息

db.student.find({age:null})

db.student.find({age:{$type:10}})

7.内嵌文档查询

db.student.find({address:{city:"beijing",street:"861 Park Street"}})

db.student.find({"address.city":"beijing"})

8.数组查询

db.student.find({books:["JS","C#","EXTJS","MONGODB"]})

db.student.find({books:"JS"})

db.student.find({"books.3":"PHP"})

db.student.find({books:{$all:["PHP","JS"]}})

db.student.find({},{books:{$slice:[1,2]}}) --跳过数组里面的第一个元素，返回两个元素

9.游标查询

var cursor = db.student.find({})

while(cursor.hasNext()){

printjson(cursor.next())

}

10.模糊查询

使用正则表达式

db.student.find({name:{$regex:/l/}},{_id:0,name:1})

db.student.find({name:{$regex:/l/i}},{_id:0,name:1})

db.student.find({name:{$regex:/^l/i}},{_id:0,name:1})

db.student.find({name:/^l/i},{_id:0,name:1})

11.查询结果排序

db.student.find({},{_id:0,name:1,age:1}).sort({age:1})

db.student.find({},{_id:0,name:1,age:1}).sort({age:-1})

db.student.find({},{_id:0,name:1,age:1}).sort({name:-1,age:1})

12.limit 返回结果集中的前几个

a.使用第三个参数

db.student.find({},{_id:0,name:1,age:1},2)

b.使用limit()函数

13.skip 跳过一定数量

a.使用第四个参数

db.student.find({},{_id:0,name:1,age:1},2,3)

b.使用skip()函数

db.student.find({},{_id:0,name:1,age:1},2).skip(3)

*利用limit()和skip()实现分页技术

第一页 db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(0)

第二页 db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(3)

第三页 db.student.find({},{_id:0,name:1,age:1}).limit(3).skip(6)

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