Hash Functions

最新推荐文章于 2024-12-24 23:23:14 发布

fisher_jiang

最新推荐文章于 2024-12-24 23:23:14 发布

阅读量1.5w

点赞数

CC 4.0 BY-SA版权

分类专栏： C/C++ 文章标签： algorithm constants function database testing c

本文链接：https://blog.youkuaiyun.com/fisher_jiang/article/details/7052008

C/C++ 专栏收录该内容

52 篇文章

订阅专栏

本文介绍了多种经典的哈希函数，包括djb2、sdbm和loselose等，并提供了具体的实现代码。通过对比不同哈希函数的特点，帮助读者理解如何选择合适的哈希算法。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

Hash Functions

A comprehensive collection of hash functions, a hash visualiser and some test results [see Mckenzie et al. Selecting a Hashing Algorithm, SP&E 20(2):209-224, Feb 1990] will be available someday. If you just want to have a good hash function, and cannot wait, djb2 is one of the best string hash functions i know. it has excellent distribution and speed on many different sets of keys and table sizes. you are not likely to do better with one of the "well known" functions such as PJW, K&R[1], etc. Also see tpop pp. 126 for graphing hash functions.

djb2

this algorithm (k=33) was first reported by dan bernstein many years ago in comp.lang.c. another version of this algorithm (now favored by bernstein) uses xor: hash(i) = hash(i - 1) * 33 ^ str[i]; the magic of number 33 (why it works better than many other constants, prime or not) has never been adequately explained.

    unsigned long
    hash(unsigned char *str)
    {
        unsigned long hash = 5381;
        int c;

        while (c = *str++)
            hash = ((hash << 5) + hash) + c; /* hash * 33 + c */

        return hash;
    }

sdbm

this algorithm was created for sdbm (a public-domain reimplementation of ndbm) database library. it was found to do well in scrambling bits, causing better distribution of the keys and fewer splits. it also happens to be a good general hashing function with good distribution. the actual function is hash(i) = hash(i - 1) * 65599 + str[i]; what is included below is the faster version used in gawk. [there is even a faster, duff-device version] the magic constant 65599 was picked out of thin air while experimenting with different constants, and turns out to be a prime. this is one of the algorithms used in berkeley db (see sleepycat) and elsewhere.

    static unsigned long
    sdbm(str)
    unsigned char *str;
    {
        unsigned long hash = 0;
        int c;

        while (c = *str++)
            hash = c + (hash << 6) + (hash << 16) - hash;

        return hash;
    }

lose lose

This hash function appeared in K&R (1st ed) but at least the reader was warned: " This is not the best possible algorithm, but it has the merit of extreme simplicity." This is an understatement; It is a terrible hashing algorithm, and it could have been much better without sacrificing its "extreme simplicity." [see the second edition!] Many C programmers use this function without actually testing it, or checking something like Knuth's Sorting and Searching, so it stuck. It is now found mixed with otherwise respectable code, eg. cnews. sigh. [see also: tpop]

    unsigned long
    hash(unsigned char *str)
    {
	unsigned int hash = 0;
	int c;

	while (c = *str++)
	    hash += c;

	return hash;
    }