Let's implement a hash table in C. We'll write a hash table that stores strings, and to handle collisions we'll use separate chaining.

First we define our data structures

1. We begin with our linked lists (for separate chaining):

typedef struct _list_t_ { char *string; struct _list_t_ *next; } list_t;

2. Now we need a hash table structure.

Why did we declare the table astypedef struct _hash_table_t_ { int size; /* the size of the table */ list_t **table; /* the table elements */ } hash_table_t;

What basic operations do we need to be able to perform with our hash tables?: 1) We need to be able to create a table. 2) We need to be able to hash; thus we need a hash function. 3) We need to be able to free a table. 4) We need to be able to insert into them. 5) We need to be able to lookup an element in them. That should do it for a basic implementation.

1. Creation. We need to be able to create a hash table, something like:

The creation function might look something like this:hash_table_t *my_hash_table; int size_of_table = 12; my_hash_table = create_hash_table(size_of_table);

hash_table_t *create_hash_table(int size) { hash_table_t *new_table; if (size<1) return NULL; /* invalid size for table */ /* Attempt to allocate memory for the table structure */ if ((new_table = malloc(sizeof(hash_value_t))) == NULL) { return NULL; } /* Attempt to allocate memory for the table itself */ if ((new_table->table = malloc(sizeof(list_t *) * size)) == NULL) { return NULL; } /* Initialize the elements of the table */ for(i=0; i<size; i++) new_table->table[i] = NULL; /* Set the table's size */ new_table->size = size; return new_table; }

2. Our hash function. We'll go with a relatively simple one.

unsigned int hash(hash_table_t *hashtable, char *str) { unsigned int hashval; /* we start our hash out at 0 */ hashval = 0; /* for each character, we multiply the old hash by 31 and add the current * character. Remember that shifting a number left is equivalent to * multiplying it by 2 raised to the number of places shifted. So we * are in effect multiplying hashval by 32 and then subtracting hashval. * Why do we do this? Because shifting and subtraction are much more * efficient operations than multiplication. */ for(; *str != '\0'; str++) hashval = *str + (hashval << 5) - hashval; /* we then return the hash value mod the hashtable size so that it will * fit into the necessary range */ return hashval % hashtable->size; }

3. String lookup. Doing a string lookup is as simple as hashing the string, going to the correct index in the array, and then doing a linear search on the linked list that resides there.

list_t *lookup_string(hash_table_t *hashtable, char *str) { list_t *list; unsigned int hashval = hash(hashtable, str); /* Go to the correct list based on the hash value and see if str is * in the list. If it is, return return a pointer to the list element. * If it isn't, the item isn't in the table, so return NULL. */ for(list = hashtable->table[hashval]; list != NULL; list = list->next) { if (strcmp(str, list->str) == 0) return list; } return NULL; }

4. Inserting a string. Inserting a string is almost the same as looking up a string. Hash the string. Go to the correct place in the array. Insert the new string at the beginning.

int add_string(hash_table_t *hashtable, char *str) { list_t *new_list; list_t *current_list; unsigned int hashval = hash(hashtable, str); /* Attempt to allocate memory for list */ if ((new_list = malloc(sizeof(list_t))) == NULL) return 1; /* Does item already exist? */ current_list = lookup_string(hashtable, str); /* item already exists, don't insert it again. */ if (current_list != NULL) return 2; /* Insert into list */ new_list->str = strdup(str); new_list->next = hashtable->table[hashval]; hashtable->table[hashval] = new_list; return 0; }

5. Deleting a table. Freeing up the memory you use is a very good habit, so we write a function to clear out the hashtable.

void free_table(hash_table_t *hashtable) { int i; list_t *list, *temp; if (hashtable==NULL) return; /* Free the memory for every item in the table, including the * strings themselves. */ for(i=0; i<hashtable->size; i++) { list = hashtable->table[i]; while(list!=NULL) { temp = list; list = list->next; free(temp->str); free(temp); } } /* Free the table itself */ free(hashtable->table); free(hashtable); }