How is the hash function used in the C programming language?
A hash function in the C language can be used to generate a hash value for data, mapping the input data to a unique identifier of fixed length. Here is a simple example:
#include <stdio.h>
#include <string.h>
#define HASH_TABLE_SIZE 100
// 定义哈希表节点结构
typedef struct hash_node {
char key[50];
int value;
struct hash_node* next;
} HashNode;
// 定义哈希表结构
typedef struct hash_table {
HashNode* nodes[HASH_TABLE_SIZE];
} HashTable;
// 创建哈希表
HashTable* createHashTable() {
HashTable* hashTable = (HashTable*)malloc(sizeof(HashTable));
memset(hashTable->nodes, 0, sizeof(HashNode*) * HASH_TABLE_SIZE);
return hashTable;
}
// 哈希函数
unsigned int hash(char* key) {
unsigned int hashValue = 0;
int i = 0;
while (key[i] != '\0') {
hashValue = (hashValue << 5) + key[i++];
}
return hashValue % HASH_TABLE_SIZE;
}
// 插入数据到哈希表
void insert(HashTable* hashTable, char* key, int value) {
unsigned int hashValue = hash(key);
HashNode* newNode = (HashNode*)malloc(sizeof(HashNode));
strcpy(newNode->key, key);
newNode->value = value;
newNode->next = NULL;
if (hashTable->nodes[hashValue] == NULL) {
hashTable->nodes[hashValue] = newNode;
} else {
HashNode* currentNode = hashTable->nodes[hashValue];
while (currentNode->next != NULL) {
currentNode = currentNode->next;
}
currentNode->next = newNode;
}
}
// 查找数据
int find(HashTable* hashTable, char* key) {
unsigned int hashValue = hash(key);
HashNode* currentNode = hashTable->nodes[hashValue];
while (currentNode != NULL) {
if (strcmp(currentNode->key, key) == 0) {
return currentNode->value;
}
currentNode = currentNode->next;
}
return -1;
}
int main() {
HashTable* hashTable = createHashTable();
insert(hashTable, "apple", 5);
insert(hashTable, "banana", 8);
insert(hashTable, "orange", 12);
printf("apple: %d\n", find(hashTable, "apple"));
printf("banana: %d\n", find(hashTable, "banana"));
printf("orange: %d\n", find(hashTable, "orange"));
printf("grape: %d\n", find(hashTable, "grape"));
return 0;
}
The code above demonstrates a basic hash table, using a simple hash function to map string keys to hash values, and storing key-value pairs in the hash table. You can modify the hash function and the size of the hash table according to your specific needs to accommodate different situations.