C# Linq排序
今天在家看了一下linq,实践了一下书中代码,发现排序和查重的先后顺序太重要了。
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text; namespace LinqLearning
{
class Program
{
private static int[] GenerateLotsOfNumbers(int count)
{
Random generator = new Random();
int[] result = new int[count];
for (int i = ; i < count; i++)
{
result[i] = generator.Next();
}
return result;
} static void Main(string[] args)
{
int[] numbers = GenerateLotsOfNumbers(); var queryResults = from n in numbers
where n <
orderby n descending
select n;
Console.WriteLine("查询语法排序结果:");
DateTime start = DateTime.Now;
foreach (var item in queryResults)
Console.WriteLine(item);
Console.WriteLine("消耗时间:{0}",DateTime.Now-start); var queryResult = numbers.OrderByDescending(n => n).Where(n => n < );
Console.WriteLine("方法排序结果(排序字段在前):");
start = DateTime.Now;
foreach (var item in queryResult)
Console.WriteLine(item);
Console.WriteLine("消耗时间:{0}", DateTime.Now - start); var query = numbers.Where(n => n < ).OrderByDescending(n => n);
Console.WriteLine("方法排序结果(排序字段在后):");
start = DateTime.Now;
foreach (var item in query)
Console.WriteLine(item);
Console.WriteLine("消耗时间:{0}", DateTime.Now - start); Console.ReadKey();
}
}
}
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" alt="" />
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