cpp-interview/DataStructure/HashTable.cpp

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#include<stdio.h>
#include<stdlib.h>
#define SUCCESS 1
#define UNSUCCESS 0
#define OVERFLOW -1
#define OK 1
#define ERROR -1
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#define MAXNUM 9999 // 用于初始化哈希表的记录 key
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typedef int Status;
typedef int KeyType;
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// 哈希表中的记录类型
typedef struct {
KeyType key;
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}RcdType;
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// 哈希表类型
typedef struct {
RcdType *rcd;
int size;
int count;
int *tag;
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}HashTable;
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// 哈希表每次重建增长后的大小
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int hashsize[] = { 11, 31, 61, 127, 251, 503 };
int index = 0;
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// 初始哈希表
Status InitHashTable(HashTable &H, int size) {
int i;
H.rcd = (RcdType *)malloc(sizeof(RcdType)*size);
H.tag = (int *)malloc(sizeof(int)*size);
if (NULL == H.rcd || NULL == H.tag) return OVERFLOW;
KeyType maxNum = MAXNUM;
for (i = 0; i < size; i++) {
H.tag[i] = 0;
H.rcd[i].key = maxNum;
}
H.size = size;
H.count = 0;
return OK;
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}
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// 哈希函数:除留余数法
int Hash(KeyType key, int m) {
return (3 * key) % m;
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}
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// 处理哈希冲突:线性探测
void collision(int &p, int m) {
p = (p + 1) % m;
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}
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// 在哈希表中查询
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Status SearchHash(HashTable H, KeyType key, int &p, int &c) {
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p = Hash(key, H.size);
int h = p;
c = 0;
while ((1 == H.tag[p] && H.rcd[p].key != key) || -1 == H.tag[p]) {
collision(p, H.size); c++;
}
if (1 == H.tag[p] && key == H.rcd[p].key) return SUCCESS;
else return UNSUCCESS;
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}
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//打印哈希表
void printHash(HashTable H)
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{
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int i;
printf("key : ");
for (i = 0; i < H.size; i++)
printf("%3d ", H.rcd[i].key);
printf("\n");
printf("tag : ");
for (i = 0; i < H.size; i++)
printf("%3d ", H.tag[i]);
printf("\n\n");
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}
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// 函数声明:插入哈希表
Status InsertHash(HashTable &H, KeyType key);
// 重建哈希表
Status recreateHash(HashTable &H) {
RcdType *orcd;
int *otag, osize, i;
orcd = H.rcd;
otag = H.tag;
osize = H.size;
InitHashTable(H, hashsize[index++]);
//把所有元素,按照新哈希函数放到新表中
for (i = 0; i < osize; i++) {
if (1 == otag[i]) {
InsertHash(H, orcd[i].key);
}
}
return OK;
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}
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// 插入哈希表
Status InsertHash(HashTable &H, KeyType key) {
int p, c;
if (UNSUCCESS == SearchHash(H, key, p, c)) { //没有相同key
if (c*1.0 / H.size < 0.5) { //冲突次数未达到上线
//插入代码
H.rcd[p].key = key;
H.tag[p] = 1;
H.count++;
return SUCCESS;
}
else recreateHash(H); //重构哈希表
}
return UNSUCCESS;
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}
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// 删除哈希表
Status DeleteHash(HashTable &H, KeyType key) {
int p, c;
if (SUCCESS == SearchHash(H, key, p, c)) {
//删除代码
H.tag[p] = -1;
H.count--;
return SUCCESS;
}
else return UNSUCCESS;
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}
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int main()
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{
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printf("-----哈希表-----\n");
HashTable H;
int i;
int size = 11;
KeyType array[8] = { 22, 41, 53, 46, 30, 13, 12, 67 };
KeyType key;
//初始化哈希表
printf("初始化哈希表\n");
if (SUCCESS == InitHashTable(H, hashsize[index++])) printf("初始化成功\n");
//插入哈希表
printf("插入哈希表\n");
for (i = 0; i <= 7; i++) {
key = array[i];
InsertHash(H, key);
printHash(H);
}
//删除哈希表
printf("删除哈希表中key为12的元素\n");
int p, c;
if (SUCCESS == DeleteHash(H, 12)) {
printf("删除成功,此时哈希表为:\n");
printHash(H);
}
//查询哈希表
printf("查询哈希表中key为67的元素\n");
if (SUCCESS == SearchHash(H, 67, p, c)) printf("查询成功\n");
//再次插入,测试哈希表的重建
printf("再次插入,测试哈希表的重建:\n");
KeyType array1[8] = { 27, 47, 57, 47, 37, 17, 93, 67 };
for (i = 0; i <= 7; i++) {
key = array1[i];
InsertHash(H, key);
printHash(H);
}
getchar();
return 0;
}