920 lines
24 KiB
Java
920 lines
24 KiB
Java
package com.jwetherell.algorithms.data_structures;
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import java.util.ArrayList;
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import java.util.List;
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import com.jwetherell.algorithms.data_structures.interfaces.IMap;
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/**
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* Hash Map using either chaining or probing. hash map is a data structure that
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* uses a hash function to map identifying values, known as keys, to their
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* associated values.
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*
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* http://en.wikipedia.org/wiki/Hash_table
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*
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* @author Justin Wetherell <phishman3579@gmail.com>
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*/
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@SuppressWarnings("unchecked")
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public class HashMap<K, V> implements IMap<K,V> {
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public static enum Type { CHAINING, PROBING }
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private HashMap<K,V> delegateMap = null;
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private static class ChainingHashMap<K, V> extends HashMap<K, V> {
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private float loadFactor = 10.0f;
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private int minimumSize = 1024;
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private int initialListSize = 10;
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private List<Pair<K, V>>[] array = null;
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private int size = 0;
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/**
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* Create a hash map with K as the hashing key.
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*
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* @param size
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* initial size.
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*/
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public ChainingHashMap(int size) {
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initializeMap(size);
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}
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/**
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* Create a hash map with the default hashing key.
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*/
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public ChainingHashMap() {
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initializeMap(minimumSize);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V put(K key, V value) {
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return put(new Pair<K, V>(key, value));
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}
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public V put(Pair<K,V> newPair) {
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int index = indexOf(newPair.key.hashCode());
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List<Pair<K, V>> list = array[index];
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V prev = null;
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boolean exist = false;
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// Do not add duplicates
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for (Pair<K, V> p : list) {
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if (p.key.equals(newPair.key)) {
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prev = p.value;
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p.value = newPair.value;
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exist = true;
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break;
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}
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}
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if (!exist)
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list.add(newPair);
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size++;
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// If size is greater than threshold
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int maxSize = (int)(loadFactor*array.length);
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if (size >= maxSize)
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increase();
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return prev;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V get(K key) {
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int index = indexOf(key.hashCode());
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List<Pair<K, V>> list = array[index];
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for (Pair<K, V> p : list) {
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if (p.key.equals(key))
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return p.value;
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}
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return null;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public boolean contains(K key) {
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return (get(key)!=null);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V remove(K key) {
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int index = indexOf(key.hashCode());
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List<Pair<K, V>> list = array[index];
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for (Pair<K, V> pair : list) {
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if (pair.key.equals(key)) {
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list.remove(pair);
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size--;
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V value = pair.value;
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pair.key = null;
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pair.value = null;
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int loadFactored = (int)(size/loadFactor);
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int smallerSize = getSmallerSize(array.length);
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if (loadFactored < smallerSize && smallerSize > minimumSize)
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reduce();
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return value;
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}
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}
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return null;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public void clear() {
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for (int i=0; i<array.length; i++)
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array[i].clear();
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size = 0;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public int size() {
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return size;
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}
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private void increase() {
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// Save old data
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List<Pair<K, V>>[] temp = this.array;
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// Calculate new size and assign
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int length = getLargerSize(array.length);
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//System.out.println("increase from "+array.length+" to "+length);
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initializeMap(length);
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// Re-hash old data
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for (List<Pair<K, V>> list : temp) {
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for (Pair<K, V> p :list) {
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this.put(p);
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}
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}
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}
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private void reduce() {
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// Save old data
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List<Pair<K, V>>[] temp = this.array;
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// Calculate new size and check minimum
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int length = getSmallerSize(array.length);
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//System.out.println("reduce from "+array.length+" to "+length);
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initializeMap(length);
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// Re-hash old data
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for (List<Pair<K, V>> list : temp) {
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for (Pair<K, V> p :list) {
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this.put(p);
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}
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}
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}
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/**
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* Increases the input ten-fold. e.g. 16->160
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*/
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private static final int getLargerSize(int input) {
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return input*10;
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}
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/**
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* Returns one fourth of the input. e.g. 16->4
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*/
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private static final int getSmallerSize(int input) {
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return input/4;
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}
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/**
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* Initialize the hash array.
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*/
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private void initializeMap(int length) {
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this.array = new ArrayList[length];
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for (int i = 0; i < array.length; i++)
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this.array[i] = new ArrayList<Pair<K, V>>(initialListSize);
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this.size = 0;
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}
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/**
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* Converts the key into an integer.
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*
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* @param h
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* hash to get index of.
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* @param length
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* length of array
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*
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* @return Integer which represents the key.
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*/
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private int indexOf(int h) {
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return h & (array.length-1);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public java.util.Map<K,V> toMap() {
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return (new JavaCompatibleHashMap<K,V>(this));
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public boolean validate() {
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java.util.Set<K> keys = new java.util.HashSet<K>();
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for (List<Pair<K, V>> list : array) {
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for (Pair<K, V> pair : list) {
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K k = pair.key;
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V v = pair.value;
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if (k==null || v==null) return false;
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if (keys.contains(k)) return false;
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keys.add(k);
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}
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}
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return (keys.size()==size());
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public String toString() {
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StringBuilder builder = new StringBuilder();
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for (int key = 0; key < array.length; key++) {
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List<Pair<K, V>> list = array[key];
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for (int item = 0; item < list.size(); item++) {
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Pair<K, V> p = list.get(item);
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V value = p.value;
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if (value != null) builder.append(key).append("=").append(value).append(", ");
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}
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}
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return builder.toString();
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}
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private static class JavaCompatibleHashMap<K,V> extends java.util.AbstractMap<K,V> {
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private ChainingHashMap<K,V> map = null;
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protected JavaCompatibleHashMap(ChainingHashMap<K,V> map) {
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this.map = map;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V put(K key, V value) {
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return map.put(key, value);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V remove(Object key) {
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return map.remove((K)key);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public boolean containsKey(Object key) {
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return map.contains((K)key);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public void clear() {
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map.clear();
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public int size() {
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return map.size();
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public java.util.Set<java.util.Map.Entry<K, V>> entrySet() {
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java.util.Set<java.util.Map.Entry<K, V>> set = new java.util.HashSet<java.util.Map.Entry<K, V>>() {
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private static final long serialVersionUID = 1L;
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/**
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* {@inheritDoc}
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*/
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@Override
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public java.util.Iterator<java.util.Map.Entry<K, V>> iterator() {
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return (new JavaCompatibleIteratorWrapper<K,V>(map,super.iterator()));
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}
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};
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for (List<Pair<K, V>> list : map.array) {
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for (Pair<K, V> p : list) {
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java.util.Map.Entry<K, V> entry = new JavaCompatibleMapEntry<K, V>(p.key, p.value);
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set.add(entry);
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}
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}
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return set;
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}
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}
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}
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private static class ProbingHashMap<K, V> extends HashMap<K, V> {
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private int hashingKey = -1;
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private float loadFactor = 0.6f;
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private int minimumSize = 1024;
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private Pair<K, V>[] array = null;
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private int size = 0;
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/**
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* Create a hash map with K as the hash.
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*
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* @param size
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* to use for the hash.
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*/
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public ProbingHashMap(int size) {
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initializeMap(size);
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}
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/**
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* Create a hash map with the default hashing key.
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*/
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public ProbingHashMap() {
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initializeMap(minimumSize);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V put(K key, V value) {
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return put(new Pair<K,V>(key,value));
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}
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private V put(Pair<K,V> newPair) {
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V prev = null;
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int index = indexOf(newPair.key);
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// Check initial position
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Pair<K, V> pair = array[index];
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if (pair == null) {
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array[index] = newPair;
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size++;
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// If size is greater than threshold
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int maxSize = (int)(loadFactor*array.length);
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if (size >= maxSize)
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increase();
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return prev;
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}
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if (pair.key.equals(newPair.key)) {
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prev = pair.value;
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pair.value = newPair.value;
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return prev;
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}
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// Probing until we get back to the starting index
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int start = getNextIndex(index);
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while (start != index) {
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pair = array[start];
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if (pair == null) {
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array[start] = newPair;
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size++;
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// If size is greater than threshold
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int maxSize = (int)(loadFactor*array.length);
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if (size >= maxSize)
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increase();
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return prev;
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}
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if (pair.key.equals(newPair.key)) {
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prev = pair.value;
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pair.value = newPair.value;
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return prev;
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}
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start = getNextIndex(start);
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}
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// We should never get here.
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return null;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V get(K key) {
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int index = indexOf(key);
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Pair<K, V> pair = array[index];
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// Check initial position
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if (pair == null)
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return null;
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if (pair.key.equals(key))
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return pair.value;
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// Probing until we get back to the starting index
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int start = getNextIndex(index);
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while (start != index) {
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pair = array[start];
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if (pair == null)
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return null;
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if (pair.key.equals(key))
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return pair.value;
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start = getNextIndex(start);
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}
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// If we get here, probing failed.
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return null;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public boolean contains(K key) {
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return (get(key)!=null);
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public V remove(K key) {
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int index = indexOf(key);
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Pair<K, V> prev = null;
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// Check initial position
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Pair<K, V> pair = array[index];
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if (pair != null && pair.key.equals(key)) {
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prev = array[index];
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array[index] = null;
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size--;
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int loadFactored = (int)(size/loadFactor);
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int smallerSize = getSmallerSize(array.length);
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if (loadFactored < smallerSize && smallerSize > minimumSize)
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reduce();
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return prev.value;
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}
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// Probing until we get back to the starting index
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int start = getNextIndex(index);
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while (start != index) {
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pair = array[start];
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if (pair != null && pair.key.equals(key)) {
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prev = array[start];
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array[start] = null;
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size--;
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int loadFactored = (int)(size/loadFactor);
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int smallerSize = getSmallerSize(array.length);
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if (loadFactored < smallerSize && smallerSize > minimumSize)
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reduce();
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return prev.value;
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}
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start = getNextIndex(start);
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}
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// If we get here, probing failed.
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return null;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public void clear() {
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for (int i=0; i<array.length; i++)
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array = null;
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size = 0;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public int size() {
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return size;
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}
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private void initializeMap(int current) {
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int length = getLargerSize(current);
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array = new Pair[length];
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size = 0;
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hashingKey = length;
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}
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private void increase() {
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// Save old data
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Pair<K,V>[] temp = this.array;
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// Calculate new size and assign
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int length = getLargerSize(array.length);
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//System.out.println("increase from "+array.length+" to "+length);
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initializeMap(length);
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// Re-hash old data
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for (Pair<K,V> p : temp) {
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if (p != null)
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this.put(p);
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}
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}
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private void reduce() {
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// Save old data
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Pair<K,V>[] temp = this.array;
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// Calculate new size and check minimum
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int length = getSmallerSize(array.length);
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//System.out.println("reduce from "+array.length+" to "+length);
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initializeMap(length);
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// Re-hash old data
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for (Pair<K,V> p : temp) {
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if (p != null)
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this.put(p);
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}
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}
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/**
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* Doubles the input. e.g. 16->32
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*/
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private static final int getLargerSize(int input) {
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return input<<1;
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}
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/**
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* Returns one fourth of the input. e.g. 16->8->4
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*/
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private static final int getSmallerSize(int input) {
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return input>>1>>1;
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}
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/**
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* Returns the next index in the probing sequence, at this point it's linear
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*/
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private int getNextIndex(int input) {
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int i = input+1;
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if (i >= array.length)
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i = 0;
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return i;
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}
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/**
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* The hashing function. Converts the key into an integer.
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*
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* @param key
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* to create a hash for.
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* @return Integer which represents the key.
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*/
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private int indexOf(K key) {
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int k = key.hashCode() % hashingKey;
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if (k>=array.length)
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k = k - ((k/array.length) * array.length);
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return k;
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public java.util.Map<K,V> toMap() {
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return (new JavaCompatibleHashMap<K,V>(this));
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}
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/**
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* {@inheritDoc}
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*/
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@Override
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public boolean validate() {
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java.util.Set<K> keys = new java.util.HashSet<K>();
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for (Pair<K, V> pair : array) {
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if (pair == null)
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|
continue;
|
|
|
|
K k = pair.key;
|
|
V v = pair.value;
|
|
if (k==null || v==null)
|
|
return false;
|
|
if (keys.contains(k))
|
|
return false;
|
|
keys.add(k);
|
|
}
|
|
return (keys.size()==size());
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public String toString() {
|
|
StringBuilder builder = new StringBuilder();
|
|
for (int key = 0; key < array.length; key++) {
|
|
Pair<K, V> p = array[key];
|
|
if (p == null)
|
|
continue;
|
|
V value = p.value;
|
|
if (value != null)
|
|
builder.append(key).append("=").append(value).append(", ");
|
|
}
|
|
return builder.toString();
|
|
}
|
|
|
|
private static class JavaCompatibleHashMap<K,V> extends java.util.AbstractMap<K,V> {
|
|
|
|
private ProbingHashMap<K,V> map = null;
|
|
|
|
protected JavaCompatibleHashMap(ProbingHashMap<K,V> map) {
|
|
this.map = map;
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public V put(K key, V value) {
|
|
return map.put(key, value);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public V remove(Object key) {
|
|
return map.remove((K)key);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public boolean containsKey(Object key) {
|
|
return map.contains((K)key);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public void clear() {
|
|
map.clear();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public int size() {
|
|
return map.size();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public java.util.Set<java.util.Map.Entry<K, V>> entrySet() {
|
|
java.util.Set<java.util.Map.Entry<K, V>> set = new java.util.HashSet<java.util.Map.Entry<K, V>>() {
|
|
|
|
private static final long serialVersionUID = 1L;
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public java.util.Iterator<java.util.Map.Entry<K, V>> iterator() {
|
|
return (new JavaCompatibleIteratorWrapper<K,V>(map,super.iterator()));
|
|
}
|
|
};
|
|
for (Pair<K, V> p : map.array) {
|
|
if (p==null)
|
|
continue;
|
|
java.util.Map.Entry<K, V> entry = new JavaCompatibleMapEntry<K, V>(p.key, p.value);
|
|
set.add(entry);
|
|
}
|
|
return set;
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Create a hash map with K as the hashing key.
|
|
*
|
|
* @param type
|
|
* type of hashing to use.
|
|
* @param size
|
|
* initialize size.
|
|
*/
|
|
public HashMap(Type type, int size) {
|
|
if (type == Type.CHAINING) {
|
|
delegateMap = new ChainingHashMap<K,V>(size);
|
|
} else if (type == Type.PROBING) {
|
|
delegateMap = new ProbingHashMap<K,V>(size);
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Create a hash map with the default hashing key.
|
|
*
|
|
* @param type
|
|
* type of hashing to use.
|
|
*/
|
|
public HashMap(Type type) {
|
|
if (type == Type.CHAINING) {
|
|
delegateMap = new ChainingHashMap<K,V>();
|
|
} else if (type == Type.PROBING) {
|
|
delegateMap = new ProbingHashMap<K,V>();
|
|
}
|
|
}
|
|
|
|
private HashMap() { }
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public V put(K key, V value) {
|
|
return delegateMap.put(key, value);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public V get(K key) {
|
|
return delegateMap.get(key);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public boolean contains(K key) {
|
|
return (get(key)!=null);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public V remove(K key) {
|
|
return delegateMap.remove(key);
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public void clear() {
|
|
delegateMap.clear();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public int size() {
|
|
return delegateMap.size();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public java.util.Map<K,V> toMap() {
|
|
return delegateMap.toMap();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public boolean validate() {
|
|
return delegateMap.validate();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public String toString() {
|
|
return delegateMap.toString();
|
|
}
|
|
|
|
private static final class Pair<K, V> {
|
|
|
|
private K key = null;
|
|
private V value = null;
|
|
|
|
public Pair(K key, V value) {
|
|
this.key = key;
|
|
this.value = value;
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public int hashCode() {
|
|
return 31 * (this.key.hashCode());
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public boolean equals(Object obj) {
|
|
if (obj == null)
|
|
return false;
|
|
if (!(obj instanceof Pair))
|
|
return false;
|
|
|
|
Pair<K, V> pair = (Pair<K, V>) obj;
|
|
return key.equals(pair.key);
|
|
}
|
|
}
|
|
|
|
private static class JavaCompatibleIteratorWrapper<K,V> implements java.util.Iterator<java.util.Map.Entry<K, V>> {
|
|
|
|
private HashMap<K,V> map = null;
|
|
private java.util.Iterator<java.util.Map.Entry<K, V>> iter = null;
|
|
private java.util.Map.Entry<K, V> lastEntry = null;
|
|
|
|
public JavaCompatibleIteratorWrapper(HashMap<K,V> map, java.util.Iterator<java.util.Map.Entry<K, V>> iter) {
|
|
this.map = map;
|
|
this.iter = iter;
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public boolean hasNext() {
|
|
if (iter==null)
|
|
return false;
|
|
return iter.hasNext();
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public java.util.Map.Entry<K, V> next() {
|
|
if (iter==null)
|
|
return null;
|
|
|
|
lastEntry = iter.next();
|
|
return lastEntry;
|
|
}
|
|
|
|
/**
|
|
* {@inheritDoc}
|
|
*/
|
|
@Override
|
|
public void remove() {
|
|
if (iter==null || lastEntry==null)
|
|
return;
|
|
|
|
map.remove(lastEntry.getKey());
|
|
iter.remove();
|
|
}
|
|
}
|
|
|
|
private static class JavaCompatibleMapEntry<K,V> extends java.util.AbstractMap.SimpleEntry<K,V> {
|
|
|
|
private static final long serialVersionUID = 3282082818647198608L;
|
|
|
|
public JavaCompatibleMapEntry(K key, V value) {
|
|
super(key, value);
|
|
}
|
|
}
|
|
}
|