C#中的LINQ

Posted 2022-01-20 Hello Bug.

一：什么是LINQ

LINQ代表语言集成查询，是.net框架的扩展，它允许我们用SQL查询数据库的方式来查询数据的集合

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二：LINQ延迟查询的特性

延迟查询是指查询操作并不是在定义的时候执行，而是在遍历集合中的数据时才执行
因为作为yield迭代器的主体，只有使用foreach遍历执行到MoveNext时才会真正执行方法

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Where((p) => p.Age < 30);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        

        personList.Add(new Person()  Id = 4, Name = "小赵", Age = 15, Score = 100 );

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

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三：扩展方法用法

Linq有两种写法，查询表达式写法(from.....in.....)和扩展方法写法，两种方法都是相互兼容的，程序编译时会将查询表达式转换为扩展方法，只要实现了IEnumerable的接口就可以使用Linq的扩展方法

——Select：返回指定类型

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Select(p => p.Name);
        var list = personList.Select(p => new  id = p.Id, name = p.Name );

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Where：查询特定条件

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Where((p) => p.Score >= 80 && p.Age < 50);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——OfType：查询特定数据类型 

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<object> objList = new List<object>()
    
        "test1",
        1,
        1.34f,
        "test2",
    ;

    static void Main(string[] args)
    
        var list = objList.OfType<string>();

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    

——Join：将一个集合与另一个集合通过指定键合并，返回合并后的集合

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;
    static List<Reward> rewardList = new List<Reward>()
    
        new Reward() Id=1,Score=100,RewardName="奖励1",
        new Reward() Id=2,Score=80,RewardName="奖励2",
        new Reward() Id=3,Score=60,RewardName="奖励3",
    ;

    static void Main(string[] args)
    
        var list = personList.Join(rewardList, p => p.Score, r => r.Score, (p, r) => new  pList = p, rList = r );

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    


class Reward

    public int Id;
    public int Score;
    public string RewardName;

    public override string ToString()
    
        return Id + "," + Score + "," + RewardName;
    

——GroupJoin： 将一个集合与另一个集合通过指定键分组

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;
    static List<Reward> rewardList = new List<Reward>()
    
        new Reward() Id=1,Score=101,RewardName="奖励1",
        new Reward() Id=2,Score=80,RewardName="奖励2",
        new Reward() Id=3,Score=60,RewardName="奖励3",
    ;

    static void Main(string[] args)
    
        var list = personList.GroupJoin(rewardList, p => p.Score, r => r.Score, (p, result) => new  pList = p, count = result.Count() );

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    


class Reward

    public int Id;
    public int Score;
    public string RewardName;

    public override string ToString()
    
        return Id + "," + RewardName;
    

——OrderBy：对集合排序，默认是从小到大排序

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=60,Score=60,
        new Person() Id=3,Name="小刘",Age=60,Score=80,
    ;

    static void Main(string[] args)
    
        var list = personList.OrderBy((p) => p.Age).ThenBy((p) => p.Score);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Reverse：反转集合中元素的顺序

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.AsEnumerable().Reverse();

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    

 

——GroupBy：自身分组查询

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
        new Person() Id=4,Name="小赵",Age=30,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.GroupBy((p) => p.Score, (score, p) => new  score = score, count = p.Count() );

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Any和All：判断集合中是否满足某个/条件

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        bool b1 = personList.Any((p) => p.Age < 50);
        bool b2 = personList.All((p) => p.Age < 50);

        Console.WriteLine(b1);
        Console.WriteLine(b2);
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Skip：跳过指定个元素查询

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Skip(1);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Take：只查询指定个元素

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Take(2);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Sum、Average、Max、Min：计算集合中指定数字类型数据的总和、平均值、最大值、最小值

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var sum = personList.Sum((p) => p.Age);
        var avg = personList.Average((p) => p.Age);
        var max = personList.Max((p) => p.Age);
        var min = personList.Min((p) => p.Age);

        Console.WriteLine(sum);
        Console.WriteLine(avg);
        Console.WriteLine(max);
        Console.WriteLine(min);
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——Concat： 连接两个相同类型集合，合并为一个集合

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<int> numList1 = new List<int>()  1, 2, 3 ;
    static List<int> numList2= new List<int>()  4, 5, 6 ;

    static void Main(string[] args)
    
        var list = numList1.Concat(numList2);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    

——Distinct：从集合中去除掉重复的元素

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<int> numList = new List<int>()  1, 2, 3, 1, 2, 3 ;

    static void Main(string[] args)
    
        var list = numList.Distinct();

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    

使用Distinct去重类中某个字段需要实现IEqualityComparer接口

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.Distinct(new Person());

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person : IEqualityComparer<Person>

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public new bool Equals(Person x, Person y)
    
        if (x == null || y == null)
        
            return false;
        
        if (x.Age == y.Age)
        
            return true;
        
        return false;
    

    public int GetHashCode(Person obj)
    
        return obj.Age.GetHashCode();
    

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——ElementAt：得到集合中指定索引的元素，与[]作用相同

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<int> numList = new List<int>()  1, 2, 3;

    static void Main(string[] args)
    
        var value = numList.ElementAt(2);

        Console.WriteLine(value);
    

 ——Count：得到集合中满足指定条件的元素个数

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<int> numList1 = new List<int>()  1, 2, 3 ;

    static void Main(string[] args)
    
        var count = numList1.Count((n) => n >= 2);

        Console.WriteLine(count);
    

——First/Single和Last：得到集合中第一个/最后一个元素(如果集合中包含多个元素，使用Single会报错)

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<int> numList1 = new List<int>()  1, 2, 3 ;

    static void Main(string[] args)
    
        var value1 = numList1.First((n) => n >= 2);
        var value2 = numList1.Last((n) => n < 3);

        Console.WriteLine(value1);
        Console.WriteLine(value2);
    

——ToDictionary：将集合转换为字典 

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var list = personList.ToDictionary(p => p.Id);

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;
    

——ToList： 将集合转换为list

using System;
using System.Collections.Generic;
using System.Linq;

class MainClass

    static List<Person> personList = new List<Person>()
    
        new Person() Id=1,Name="小明",Age=20,Score=100,
        new Person() Id=2,Name="小王",Age=40,Score=80,
        new Person() Id=3,Name="小刘",Age=60,Score=60,
    ;

    static void Main(string[] args)
    
        var dict = personList.ToDictionary(p => p.Id);
        List<Person> list = dict.Values.ToList();

        foreach (var temp in list)
        
            Console.WriteLine(temp);
        
    


class Person

    public int Id;
    public string Name;
    public int Age;
    public int Score;

    public override string ToString()
    
        return Id + "," + Name + "," + Age + "," + Score;