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An Hash Table is a hash implementation of a hash table data structure. Instead of using a custom key to store the value in a map, the data structure performs a hashing function on the key to return the exact index of an item in the array.
Implementation
Internally the hash table will be represented with a map type, and I’ll expose the
Put()Remove()Get()Size()
methods.
I’ll create a ValueHashtable generic type, concurrency safe, that can generate hash tables containing any type. Keys can be any type as long as it implements the Stringer interface. By running go generate the code will create a type-specific Hash Table implementation, encapsulating the actual value-specific data structure containing the data.
// Package hashtable creates a ValueHashtable data structure for the Item type
package hashtable
import (
"fmt"
"sync"
"github.com/cheekybits/genny/generic"
)
// Key the key of the dictionary
type Key generic.Type
// Value the content of the dictionary
type Value generic.Type
// ValueHashtable the set of Items
type ValueHashtable struct {
items map[int]Value
lock sync.RWMutex
}
// the hash() private function uses the famous Horner's method
// to generate a hash of a string with O(n) complexity
func hash(k Key) int {
key := fmt.Sprintf("%s", k)
h := 0
for i := 0; i < len(key); i++ {
h = 31*h + int(key[i])
}
return h
}
// Put item with value v and key k into the hashtable
func (ht *ValueHashtable) Put(k Key, v Value) {
ht.lock.Lock()
defer ht.lock.Unlock()
i := hash(k)
if ht.items == nil {
ht.items = make(map[int]Value)
}
ht.items[i] = v
}
// Remove item with key k from hashtable
func (ht *ValueHashtable) Remove(k Key) {
ht.lock.Lock()
defer ht.lock.Unlock()
i := hash(k)
delete(ht.items, i)
}
// Get item with key k from the hashtable
func (ht *ValueHashtable) Get(k Key) Value {
ht.lock.RLock()
defer ht.lock.RUnlock()
i := hash(k)
return ht.items[i]
}
// Size returns the number of the hashtable elements
func (ht *ValueHashtable) Size() int {
ht.lock.RLock()
defer ht.lock.RUnlock()
return len(ht.items)
}Tests
The tests describe the usage of the above implementation. Notice that we never interact with the underlying map type, which might as well be implemented in another way if only Go didn’t provide us a map type already.
package hashtable
import (
"fmt"
"testing"
)
func populateHashtable(count int, start int) *ValueHashtable {
dict := ValueHashtable{}
for i := start; i < (start + count); i++ {
dict.Put(fmt.Sprintf("key%d", i), fmt.Sprintf("value%d", i))
}
return &dict
}
func TestPut(t *testing.T) {
dict := populateHashtable(3, 0)
if size := dict.Size(); size != 3 {
t.Errorf("wrong count, expected 3 and got %d", size)
}
dict.Put("key1", "value1") //should not add a new one, just change the existing one
if size := dict.Size(); size != 3 {
t.Errorf("wrong count, expected 3 and got %d", size)
}
dict.Put("key4", "value4") //should add it
if size := dict.Size(); size != 4 {
t.Errorf("wrong count, expected 4 and got %d", size)
}
}
func TestRemove(t *testing.T) {
dict := populateHashtable(3, 0)
dict.Remove("key2")
if size := dict.Size(); size != 2 {
t.Errorf("wrong count, expected 2 and got %d", size)
}
}Creating a concrete hash table data structure
You can use this generic implemenation to generate type-specific hash tables, using
//generate a `IntHashtable` hash table of `int` values
genny -in hashtable.go -out hashtable-int.go gen "Value=int"
//generate a `StringHashtable` hash table of `string` values
genny -in hashtable.go -out hashtable-string.go gen "Value=string"Want to become a better Web Developer? Join the 2022 Web Development Bootcamp!