This question was asked to me in an interview. I think the only way to get best solution is SOF. So the question was "How would you implement a custom HashMap in java(Assume there is no such data structure called HashMap)". The only answer I could think of was by implementing Associative Arrays (but then again, Java doesnt have associative arrays). Could you experts please pour in your thoughts on this question?
An instance of HashMap can be created with a new operator. Map<String, Integer> map = new HashMap<String, Integer>(5); Above statement creates an instance of HashMap with a default bucket size of 16(0... 15).
A hashmap uses a hashtable, however, it is internally implemented using two data structures namely an array and a linked list. Whenever you declare a hashmap, internally, it will create an array of buckets. The buckets are referred to as nodes or you can say a linked list.
If you want to make a mutable object as a key in the hashmap, then you have to make sure that the state change for the key object does not change the hashcode of the object. This can be done by overriding the hashCode() method. But, you must make sure you are honoring the contract with equals() also.
Short Answer:
It would be an array of arrays (or Lists).
Object[][] map;
where map[bucketIndex]
would return the 'bucket'.
When inserting something you need a function to calculate bucketIndex
this would use the hashcode
of the inserted object.
Boom done!
:)
References: - http://javarevisited.blogspot.sg/2011/10/override-hashcode-in-java-example.html - http://javarevisited.blogspot.in/2011/02/how-to-write-equals-method-in-java.html
class Entry<K, V> {
K key;
V val;
public K getKey() {
return key;
}
public void setKey(K key) {
this.key = key;
}
public V getVal() {
return val;
}
public void setVal(V val) {
this.val = val;
}
@Override
public int hashCode() {
int prime = 13;
int mul = 11;
if (key != null) {
int hashCode = prime * mul + key.hashCode();
return hashCode;
}
return 0;
}
@Override
public boolean equals(Object o) {
if (this == o) {
return true;
}
if (o == null || this.getClass().getName() != o.getClass().getName()) {
return false;
}
Entry e = (Entry) o;
if (this.key == e.key) {
return true;
}
return false;
}
}
public class HashMapImpl<K, V> {
private float loadfactor = 0.75f;
private int capacity = 100;
private int size = 0;
private Entry<K, V> table[] = new Entry[capacity];
private int Hashing(int hashCode) {
int location = hashCode % capacity;
System.out.println("Location:"+location);
return location;
}
public int size() {
// TODO Auto-generated method stub
return this.size;
}
public boolean isEmpty() {
if(this.size == 0) {
return true;
}
return false;
}
public boolean containsKey(Object key) {
if(key == null) {
if(table[0].getKey() == null) {
return true;
}
}
int location = Hashing(key.hashCode());
Entry e = null;
try {
e = table[location];
}catch(NullPointerException ex) {
}
if(e!= null && e.getKey() == key) {
return true;
}
return false;
}
public boolean containsValue(Object value) {
for(int i=0; i<table.length;i++) {
if(table[i] != null && table[i].getVal() == value) {
return true;
}
}
return false;
}
public V get(K key) {
V ret = null;
if(key == null) {
Entry<K, V> e = null;
try{
e = table[0];
}catch(NullPointerException ex) {
}
if(e != null) {
return (V) e.getVal();
}
} else {
int location = Hashing(key.hashCode());
Entry<K, V> e = null;
try{
e = table[location];
}catch(NullPointerException ex) {
}
if(e!= null && e.getKey() == key) {
return (V)e.getVal();
}
}
return ret;
}
public V put(K key, V val) {
V ret = null;
if (key == null) {
ret = putForNullKey(val);
return ret;
} else {
int location = Hashing(key.hashCode());
if(location >= capacity) {
System.out.println("Rehashing required");
return null;
}
Entry<K, V> e = null;
try{
e = table[location];
}catch(NullPointerException ex) {
}
if (e!= null && e.getKey() == key) {
ret = (V) e.getVal();
} else {
Entry<K, V> eNew = new Entry<K,V>();
eNew.setKey(key);
eNew.setVal(val);
table[location] = eNew;
size++;
}
}
return ret;
}
private V putForNullKey(V val) {
Entry<K, V> e = null;
try {
e = table[0];
}catch(NullPointerException ex) {
}
V ret = null;
if (e != null && e.getKey() == null) {
ret = (V) e.getVal();
e.setVal(val);
return ret;
} else {
Entry<K, V> eNew = new Entry<K,V>();
eNew.setKey(null);
eNew.setVal(val);
table[0] = eNew;
size++;
}
return ret;
}
public V remove(K key) {
int location = Hashing(key.hashCode());
V ret = null;
if(table[location].getKey() == key) {
for(int i=location; i<table.length;i++) {
table[i] = table[i+1];
}
}
return ret;
}
public static void main(String[] args) {
HashMapImpl<Integer, String> hashMap = new HashMapImpl<Integer, String>();
hashMap.put(10, "Apple");
hashMap.put(1, "Orange");
hashMap.put(79, "Grape");
System.out.println("Val at 79 "+hashMap.get(79));
System.out.println("Val at 1 "+hashMap.get(1));
System.out.println("Val at 10 "+hashMap.get(10));
System.out.println("Val at 2 "+hashMap.get(2));
hashMap.put(null, "Pear");
System.out.println("Val at null "+hashMap.get(null));
System.out.println("Hashmap has key at null:"+hashMap.containsKey(null));
System.out.println("Hashmap has value at null:"+hashMap.containsValue("Pear"));
System.out.println("Size of Map:"+hashMap.size());
}
}
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