Hash Function

题目:

In data structure Hash, hash function is used to convert a string(or any other type) into an integer smaller than hash size and bigger or equal to zero. The objective of designing a hash function is to "hash" the key as unreasonable as possible. A good hash function can avoid collision as less as possible. A widely used hash function algorithm is using a magic number 33, consider any string as a 33 based big integer like follow:

hashcode("abcd") = (ascii(a) * 33 ^ 3 + ascii(b) * 33 ^ 2 + ascii(c) * 33 + ascii(d) ) % HASH_SIZE 

                 = (97 * 33 ^ 3 + 98 * 33 ^ 2 + 99 * 33 + 100) % HASH_SIZE

                 = 3595978 % HASH_SIZE

here HASH_SIZE is the capacity of the hash table (you can assume a hash table is like an array with index 0 ~ HASH_SIZE-1).

Given a string as a key and the size of hash table, return the hash value of this key

分析:

这是一道非常无赖的题目,因为题干本身在不停的误导你。因为*33,只要字符串稍微一长,就会overflow。所以其实hash function是 ans = (ans * 33 + (int)(key[i])) % HASH_SIZE;

解法:

class Solution {
public:
    /**
     * @param key: A String you should hash
     * @param HASH_SIZE: An integer
     * @return an integer
     */
    int hashCode(string key,int HASH_SIZE) {
        // write your code here
        long ans = 0;
        for(int i = 0; i < key.size(); i++) {
            ans = (ans * 33 + (int)(key[i])) % HASH_SIZE; 
        }
        return (int)ans;
    }
};

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