为什么C#Array.BinarySearch这么快?

问题描述

我已经在C#中实现了非常简单的 binarySearch实现，用于在整数数组中查找整数:

I have implemented a very simple binarySearch implementation in C# for finding integers in an integer array:

static int binarySearch(int[] arr, int i)
{
    int low = 0, high = arr.Length - 1, mid;

    while (low <= high)
    {
        mid = (low + high) / 2;

        if (i < arr[mid])
            high = mid - 1;

        else if (i > arr[mid])
            low = mid + 1;

        else
            return mid;
    }
    return -1;
}

将其与C#的本机Array.BinarySearch()进行比较时，我发现Array.BinarySearch()每次都比我的函数快两倍以上.

When comparing it to C#'s native Array.BinarySearch() I can see that Array.BinarySearch() is more than twice as fast as my function, every single time.

MSDN" rel ="nofollow noreferrer"> Array.BinarySearch :

MSDN on Array.BinarySearch:

是什么使这种方法如此快速?

What makes this approach so fast?

using System;
using System.Diagnostics;

class Program
{
    static void Main()
    {
        Random rnd = new Random();
        Stopwatch sw = new Stopwatch();

        const int ELEMENTS = 10000000;
        int temp;

        int[] arr = new int[ELEMENTS];

        for (int i = 0; i < ELEMENTS; i++)
            arr[i] = rnd.Next(int.MinValue,int.MaxValue);

        Array.Sort(arr);

        // Custom binarySearch

        sw.Restart();
        for (int i = 0; i < ELEMENTS; i++)
            temp = binarySearch(arr, i);
        sw.Stop();

        Console.WriteLine($"Elapsed time for custom binarySearch: {sw.ElapsedMilliseconds}ms");

        // C# Array.BinarySearch

        sw.Restart();
        for (int i = 0; i < ELEMENTS; i++)
            temp = Array.BinarySearch(arr,i);
        sw.Stop();

        Console.WriteLine($"Elapsed time for C# BinarySearch: {sw.ElapsedMilliseconds}ms");
    }

    static int binarySearch(int[] arr, int i)
    {
        int low = 0, high = arr.Length - 1, mid;

        while (low <= high)
        {
            mid = (low+high) / 2;

            if (i < arr[mid])
                high = mid - 1;

            else if (i > arr[mid])
                low = mid + 1;

            else
                return mid;
        }
        return -1;
    }
}

测试结果

+------------+--------------+--------------------+
| Attempt No | binarySearch | Array.BinarySearch |
+------------+--------------+--------------------+
|          1 | 2700ms       | 1099ms             |
|          2 | 2696ms       | 1083ms             |
|          3 | 2675ms       | 1077ms             |
|          4 | 2690ms       | 1093ms             |
|          5 | 2700ms       | 1086ms             |
+------------+--------------+--------------------+

推荐答案

在Visual Studio外部运行时，您的代码更快:

Your code is faster when run outside Visual Studio:

您与Array的对比:

From VS - Debug mode: 3248 vs 1113
From VS - Release mode: 2932 vs 1100
Running exe - Debug mode: 3152 vs 1104
Running exe - Release mode: 559 vs 1104

Array的代码可能已经在框架中进行了优化，但是比您的版本进行了更多的检查(例如，如果arr.Length大于int.MaxValue / 2，则您的版本可能会溢出)，并且如上所述种类繁多，而不仅仅是int[].

Array's code might be already optimized in the framework but also does a lot more checking than your version (for instance, your version may overflow if arr.Length is greater than int.MaxValue / 2) and, as already said, is designed for a wide range of types, not just int[].

因此，基本上，只有在调试代码时，它才会变慢，因为Array的代码始终在 release 中运行，并且幕后控制较少.

So, basically, it's slower only when you are debugging your code, because Array's code is always run in release and with less control behind the scenes.

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