27.3 (Implement MyMap using open addressing with double hashing) Create a new concrete class that implements MyMap using open addressing with double hashing. For simplicity, use f(key) = key % size as the hash function, where
size is the hash-table size. Initially, the hash-table size is 4 . The table size is
doubled whenever the load factor exceeds the threshold ( 0.5 ).
size is the hash-table size. Initially, the hash-table size is 4 . The table size is
doubled whenever the load factor exceeds the threshold ( 0.5 ).
public class Exercise03 { public static void main(String[] args) { MyMap<String, Integer> map = new MyHashMap<String, Integer>(); map.put("Smith", 30); map.put("Anderson", 31); map.put("Lewis", 29); map.put("Cook", 29); map.put("Smith", 65); System.out.println("Entries in map: " + map); System.out.println("The age for " + "Lewis is " + map.get("Lewis")); System.out.println("Is Smith in the map? " + map.containsKey("Smith")); System.out.println("Is age 33 in the map? " + map.containsValue(33)); map.remove("Smith"); System.out.println("Entries in map: " + map); map.clear(); System.out.println("Entries in map: " + map); } static class MyHashMap<K, V> implements MyMap<K, V> { // Define the default hash table size. Must be a power of 2 private static int DEFAULT_INITIAL_CAPACITY = 4; // Define the maximum hash table size. 1 << 30 is same as 2^30 private static int MAXIMUM_CAPACITY = 1 << 30; // Current hash table capacity. Capacity is a power of 2 private int capacity; // Define default load factor private static float DEFAULT_MAX_LOAD_FACTOR = 0.5f; // Specify a load factor used in the hash table private float loadFactorThreshold; // The number of entries in the map private int size = 0; // Hash table is an array with each cell that is a linked list MyMap.Entry<K, V>[] table; /** Construct a map with the default capacity and load factor */ public MyHashMap() { this(DEFAULT_INITIAL_CAPACITY, DEFAULT_MAX_LOAD_FACTOR); } /** * Construct a map with the specified initial capacity and default load * factor */ public MyHashMap(int initialCapacity) { this(initialCapacity, DEFAULT_MAX_LOAD_FACTOR); } /** * Construct a map with the specified initial capacity and load factor */ @SuppressWarnings("unchecked") public MyHashMap(int initialCapacity, float loadFactorThreshold) { if (initialCapacity > MAXIMUM_CAPACITY) this.capacity = MAXIMUM_CAPACITY; else this.capacity = trimToPowerOf2(initialCapacity); this.loadFactorThreshold = loadFactorThreshold; table = new MyMap.Entry[capacity]; } @Override /** Remove all of the entries from this map */ public void clear() { size = 0; removeEntries(); } @Override /** Return true if the specified key is in the map */ public boolean containsKey(K key) { int i = hash(key.hashCode()); while (table[i] != null) { if (table[i].getKey().equals(key)) return true; i = (i + hash2(i)) % capacity; } return false; } @Override /** Return true if this map contains the value */ public boolean containsValue(V value) { for (int i = 0; i < capacity; i++) { if (table[i] != null) { if (table[i].getValue().equals(value)) return true; } } return false; } @Override /** Return a set of entries in the map */ public java.util.Set<MyMap.Entry<K, V>> entrySet() { java.util.Set<MyMap.Entry<K, V>> set = new java.util.HashSet<MyMap.Entry<K, V>>(); for (int i = 0; i < capacity; i++) { if (table[i] != null) { set.add(table[i]); } } return set; } @Override /** Return the value that matches the specified key */ public V get(K key) { int i = hash(key.hashCode()); while (table[i] != null) { if (table[i].getKey().equals(key)) return table[i].getValue(); i = (i + hash2(i)) % capacity; } return null; } @Override /** Return true if this map contains no entries */ public boolean isEmpty() { return size == 0; } @Override /** Return a set consisting of the keys in this map */ public java.util.Set<K> keySet() { java.util.Set<K> set = new java.util.HashSet<K>(); for (int i = 0; i < capacity; i++) { if (table[i] != null) { set.add(table[i].getKey()); } } return set; } @Override /** Add an entry (key, value) into the map */ public V put(K key, V value) { if (get(key) != null) { // The key is already in the map int i = hash(key.hashCode()); while (table[i] != null) { if (table[i].getKey().equals(key)) { V oldValue = table[i].getValue(); table[i].value = value; return oldValue; } i = (i + hash2(i)) % capacity; } } // Check load factor if (size >= capacity * loadFactorThreshold) { if (capacity == MAXIMUM_CAPACITY) throw new RuntimeException("Exceeding maximum capacity"); rehash(); } int i = hash(key.hashCode()); while (table[i] != null) { i = (i + hash2(i)) % capacity; } table[i] = new MyMap.Entry<K, V>(key, value); size++; return value; } @Override /** Remove the entries for the specified key */ public void remove(K key) { int i = hash(key.hashCode()); while (table[i] != null) { if (table[i].getKey().equals(key)) { size--; table[i] = null; } i = (i + hash2(i)) % capacity; } } @Override /** Return the number of entries in this map */ public int size() { return size; } @Override /** Return a set consisting of the values in this map */ public java.util.Set<V> values() { java.util.Set<V> set = new java.util.HashSet<V>(); for (int i = 0; i < capacity; i++) { if (table[i] != null) { set.add(table[i].getValue()); } } return set; } /** Hash function */ private int hash(int hashCode) { return supplementalHash(hashCode) & (capacity - 1); } /** Hash2 function */ private int hash2(int k) { return 7 - k % 7; } /** Ensure the hashing is evenly distributed */ private static int supplementalHash(int h) { h ^= (h >>> 20) ^ (h >>> 12); return h ^ (h >>> 7) ^ (h >>> 4); } /** Return a power of 2 for initialCapacity */ private int trimToPowerOf2(int initialCapacity) { int capacity = 1; while (capacity < initialCapacity) { capacity <<= 1; } return capacity; } /** Remove all entries from each bucket */ private void removeEntries() { for (int i = 0; i < capacity; i++) { if (table[i] != null) { table[i] = null; } } } /** Rehash the map */ @SuppressWarnings("unchecked") private void rehash() { java.util.Set<Entry<K, V>> set = entrySet(); // Get entries capacity <<= 1; // Double capacity table = new MyMap.Entry[capacity]; size = 0; // Reset size to 0 for (Entry<K, V> entry : set) { put(entry.getKey(), entry.getValue()); // Store to new table } } @Override public String toString() { StringBuilder builder = new StringBuilder("["); for (int i = 0; i < capacity; i++) { if (table[i] != null) builder.append(table[i]); } builder.append("]"); return builder.toString(); } } interface MyMap<K, V> { /** Remove all of the entries from this map */ public void clear(); /** Return true if the specified key is in the map */ public boolean containsKey(K key); /** Return true if this map contains the specified value */ public boolean containsValue(V value); /** Return a set of entries in the map */ public java.util.Set<Entry<K, V>> entrySet(); /** Return the first value that matches the specified key */ public V get(K key); /** Return true if this map contains no entries */ public boolean isEmpty(); /** Return a set consisting of the keys in this map */ public java.util.Set<K> keySet(); /** Add an entry (key, value) into the map */ public V put(K key, V value); /** Remove the entries for the specified key */ public void remove(K key); /** Return the number of mappings in this map */ public int size(); /** Return a set consisting of the values in this map */ public java.util.Set<V> values(); /** Define inner class for Entry */ public static class Entry<K, V> { K key; V value; public Entry(K key, V value) { this.key = key; this.value = value; } public K getKey() { return key; } public V getValue() { return value; } @Override public String toString() { return "[" + key + ", " + value + "]"; } } } }
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