/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.mahout.cf.taste.impl.common; import java.io.Serializable; import java.util.AbstractCollection; import java.util.AbstractSet; import java.util.Arrays; import java.util.Collection; import java.util.Iterator; import java.util.Map; import java.util.NoSuchElementException; import java.util.Set; import org.apache.mahout.common.RandomUtils; import com.google.common.base.Preconditions; /** * <p> * This is an optimized {@link Map} implementation, based on algorithms described in Knuth's "Art of Computer * Programming", Vol. 3, p. 529. * </p> * * <p> * It should be faster than {@link java.util.HashMap} in some cases, but not all. Its main feature is a * "max size" and the ability to transparently, efficiently and semi-intelligently evict old entries when max * size is exceeded. * </p> * * <p> * This class is not a bit thread-safe. * </p> * * <p> * This implementation does not allow {@code null} as a key or value. * </p> */ public final class FastMap<K,V> implements Map<K,V>, Serializable, Cloneable { public static final int NO_MAX_SIZE = Integer.MAX_VALUE; private static final double ALLOWED_LOAD_FACTOR = 1.5; /** Dummy object used to represent a key that has been removed. */ private static final Object REMOVED = new Object(); private K[] keys; private V[] values; private int numEntries; private int numSlotsUsed; private final int maxSize; private BitSet recentlyAccessed; private final boolean countingAccesses; /** Creates a new with default capacity. */ public FastMap() { this(2, NO_MAX_SIZE); } public FastMap(int size) { this(size, NO_MAX_SIZE); } public FastMap(Map<K,V> other) { this(other.size()); putAll(other); } /** * Creates a new whose capacity can accommodate the given number of entries without * rehash.</p> * * @param size * desired capacity * @param maxSize * max capacity * @throws IllegalArgumentException * if size is less than 0, maxSize is less than 1, or at least half of * {@link RandomUtils#MAX_INT_SMALLER_TWIN_PRIME} */ public FastMap(int size, int maxSize) { Preconditions.checkArgument(size >= 0, "size must be at least 0"); int max = (int) (RandomUtils.MAX_INT_SMALLER_TWIN_PRIME / ALLOWED_LOAD_FACTOR); Preconditions.checkArgument(size < max, "size must be less than " + max); Preconditions.checkArgument(maxSize >= 1, "maxSize must be at least 1"); int hashSize = RandomUtils.nextTwinPrime((int) (ALLOWED_LOAD_FACTOR * size)); keys = (K[]) new Object[hashSize]; values = (V[]) new Object[hashSize]; this.maxSize = maxSize; this.countingAccesses = maxSize != Integer.MAX_VALUE; this.recentlyAccessed = countingAccesses ? new BitSet(hashSize) : null; } private int find(Object key) { int theHashCode = key.hashCode() & 0x7FFFFFFF; // make sure it's positive K[] keys = this.keys; int hashSize = keys.length; int jump = 1 + theHashCode % (hashSize - 2); int index = theHashCode % hashSize; K currentKey = keys[index]; while (currentKey != null && (currentKey == REMOVED || !key.equals(currentKey))) { if (index < jump) { index += hashSize - jump; } else { index -= jump; } currentKey = keys[index]; } return index; } @Override public V get(Object key) { if (key == null) { return null; } int index = find(key); if (countingAccesses) { recentlyAccessed.set(index); } return values[index]; } @Override public int size() { return numEntries; } @Override public boolean isEmpty() { return numEntries == 0; } @Override public boolean containsKey(Object key) { return key != null && keys[find(key)] != null; } @Override public boolean containsValue(Object value) { if (value == null) { return false; } for (V theValue : values) { if (theValue != null && value.equals(theValue)) { return true; } } return false; } /** * @throws NullPointerException * if key or value is null */ @Override public V put(K key, V value) { if (key == null || value == null) { throw new NullPointerException(); } // If less than half the slots are open, let's clear it up if (numSlotsUsed * ALLOWED_LOAD_FACTOR >= keys.length) { // If over half the slots used are actual entries, let's grow if (numEntries * ALLOWED_LOAD_FACTOR >= numSlotsUsed) { growAndRehash(); } else { // Otherwise just rehash to clear REMOVED entries and don't grow rehash(); } } // Here we may later consider implementing Brent's variation described on page 532 int index = find(key); if (keys[index] == null) { // If size is limited, if (countingAccesses && numEntries >= maxSize) { // and we're too large, clear some old-ish entry clearStaleEntry(index); } keys[index] = key; values[index] = value; numEntries++; numSlotsUsed++; return null; } else { V oldValue = values[index]; values[index] = value; return oldValue; } } private void clearStaleEntry(int index) { while (true) { K currentKey; do { if (index == 0) { index = keys.length - 1; } else { index--; } currentKey = keys[index]; } while (currentKey == null || currentKey == REMOVED); if (recentlyAccessed.get(index)) { recentlyAccessed.clear(index); } else { break; } } // Delete the entry ((Object[])keys)[index] = REMOVED; numEntries--; values[index] = null; } @Override public void putAll(Map<? extends K,? extends V> map) { for (Entry<? extends K,? extends V> entry : map.entrySet()) { put(entry.getKey(), entry.getValue()); } } @Override public V remove(Object key) { if (key == null) { return null; } int index = find(key); if (keys[index] == null) { return null; } else { ((Object[])keys)[index] = REMOVED; numEntries--; V oldValue = values[index]; values[index] = null; // don't decrement numSlotsUsed return oldValue; } // Could un-set recentlyAccessed's bit but doesn't matter } @Override public void clear() { numEntries = 0; numSlotsUsed = 0; Arrays.fill(keys, null); Arrays.fill(values, null); if (countingAccesses) { recentlyAccessed.clear(); } } @Override public Set<K> keySet() { return new KeySet(); } @Override public Collection<V> values() { return new ValueCollection(); } @Override public Set<Entry<K,V>> entrySet() { return new EntrySet(); } public void rehash() { rehash(RandomUtils.nextTwinPrime((int) (ALLOWED_LOAD_FACTOR * numEntries))); } private void growAndRehash() { if (keys.length * ALLOWED_LOAD_FACTOR >= RandomUtils.MAX_INT_SMALLER_TWIN_PRIME) { throw new IllegalStateException("Can't grow any more"); } rehash(RandomUtils.nextTwinPrime((int) (ALLOWED_LOAD_FACTOR * keys.length))); } private void rehash(int newHashSize) { K[] oldKeys = keys; V[] oldValues = values; numEntries = 0; numSlotsUsed = 0; if (countingAccesses) { recentlyAccessed = new BitSet(newHashSize); } keys = (K[]) new Object[newHashSize]; values = (V[]) new Object[newHashSize]; int length = oldKeys.length; for (int i = 0; i < length; i++) { K key = oldKeys[i]; if (key != null && key != REMOVED) { put(key, oldValues[i]); } } } void iteratorRemove(int lastNext) { if (lastNext >= values.length) { throw new NoSuchElementException(); } if (lastNext < 0) { throw new IllegalStateException(); } values[lastNext] = null; ((Object[])keys)[lastNext] = REMOVED; numEntries--; } @Override public FastMap<K,V> clone() { FastMap<K,V> clone; try { clone = (FastMap<K,V>) super.clone(); } catch (CloneNotSupportedException cnse) { throw new AssertionError(); } clone.keys = keys.clone(); clone.values = values.clone(); clone.recentlyAccessed = countingAccesses ? new BitSet(keys.length) : null; return clone; } @Override public int hashCode() { int hash = 0; K[] keys = this.keys; int max = keys.length; for (int i = 0; i < max; i++) { K key = keys[i]; if (key != null && key != REMOVED) { hash = 31 * hash + key.hashCode(); hash = 31 * hash + values[i].hashCode(); } } return hash; } @Override public boolean equals(Object other) { if (!(other instanceof FastMap)) { return false; } FastMap<K,V> otherMap = (FastMap<K,V>) other; K[] otherKeys = otherMap.keys; V[] otherValues = otherMap.values; int length = keys.length; int otherLength = otherKeys.length; int max = Math.min(length, otherLength); int i = 0; while (i < max) { K key = keys[i]; K otherKey = otherKeys[i]; if (key == null || key == REMOVED) { if (otherKey != null && otherKey != REMOVED) { return false; } } else { if (key != otherKey || !values[i].equals(otherValues[i])) { return false; } } i++; } while (i < length) { K key = keys[i]; if (key != null && key != REMOVED) { return false; } i++; } while (i < otherLength) { K key = otherKeys[i]; if (key != null && key != REMOVED) { return false; } i++; } return true; } @Override public String toString() { if (isEmpty()) { return "{}"; } StringBuilder result = new StringBuilder(); result.append('{'); for (int i = 0; i < keys.length; i++) { K key = keys[i]; if (key != null && key != REMOVED) { result.append(key).append('=').append(values[i]).append(','); } } result.setCharAt(result.length() - 1, '}'); return result.toString(); } private final class EntrySet extends AbstractSet<Entry<K,V>> { @Override public int size() { return FastMap.this.size(); } @Override public boolean isEmpty() { return FastMap.this.isEmpty(); } @Override public boolean contains(Object o) { return containsKey(o); } @Override public Iterator<Entry<K,V>> iterator() { return new EntryIterator(); } @Override public boolean add(Entry<K,V> t) { throw new UnsupportedOperationException(); } @Override public boolean remove(Object o) { throw new UnsupportedOperationException(); } @Override public boolean addAll(Collection<? extends Entry<K,V>> ts) { throw new UnsupportedOperationException(); } @Override public boolean retainAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public boolean removeAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public void clear() { FastMap.this.clear(); } private final class MapEntry implements Entry<K,V> { private final int index; private MapEntry(int index) { this.index = index; } @Override public K getKey() { return keys[index]; } @Override public V getValue() { return values[index]; } @Override public V setValue(V value) { Preconditions.checkArgument(value != null); V oldValue = values[index]; values[index] = value; return oldValue; } } private final class EntryIterator implements Iterator<Entry<K,V>> { private int position; private int lastNext = -1; @Override public boolean hasNext() { goToNext(); return position < keys.length; } @Override public Entry<K,V> next() { goToNext(); lastNext = position; if (position >= keys.length) { throw new NoSuchElementException(); } return new MapEntry(position++); } private void goToNext() { int length = values.length; while (position < length && values[position] == null) { position++; } } @Override public void remove() { iteratorRemove(lastNext); } } } private final class KeySet extends AbstractSet<K> { @Override public int size() { return FastMap.this.size(); } @Override public boolean isEmpty() { return FastMap.this.isEmpty(); } @Override public boolean contains(Object o) { return containsKey(o); } @Override public Iterator<K> iterator() { return new KeyIterator(); } @Override public boolean add(K t) { throw new UnsupportedOperationException(); } @Override public boolean remove(Object o) { throw new UnsupportedOperationException(); } @Override public boolean addAll(Collection<? extends K> ts) { throw new UnsupportedOperationException(); } @Override public boolean retainAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public boolean removeAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public void clear() { FastMap.this.clear(); } private final class KeyIterator implements Iterator<K> { private int position; private int lastNext = -1; @Override public boolean hasNext() { goToNext(); return position < keys.length; } @Override public K next() { goToNext(); lastNext = position; if (position >= keys.length) { throw new NoSuchElementException(); } return keys[position++]; } private void goToNext() { int length = values.length; while (position < length && values[position] == null) { position++; } } @Override public void remove() { iteratorRemove(lastNext); } } } private final class ValueCollection extends AbstractCollection<V> { @Override public int size() { return FastMap.this.size(); } @Override public boolean isEmpty() { return FastMap.this.isEmpty(); } @Override public boolean contains(Object o) { return containsValue(o); } @Override public Iterator<V> iterator() { return new ValueIterator(); } @Override public boolean add(V v) { throw new UnsupportedOperationException(); } @Override public boolean remove(Object o) { throw new UnsupportedOperationException(); } @Override public boolean addAll(Collection<? extends V> vs) { throw new UnsupportedOperationException(); } @Override public boolean removeAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public boolean retainAll(Collection<?> objects) { throw new UnsupportedOperationException(); } @Override public void clear() { FastMap.this.clear(); } private final class ValueIterator implements Iterator<V> { private int position; private int lastNext = -1; @Override public boolean hasNext() { goToNext(); return position < values.length; } @Override public V next() { goToNext(); lastNext = position; if (position >= values.length) { throw new NoSuchElementException(); } return values[position++]; } private void goToNext() { int length = values.length; while (position < length && values[position] == null) { position++; } } @Override public void remove() { iteratorRemove(lastNext); } } } }