phex.common.collections.PatriciaTrie.java Source code

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/*
 *  PHEX - The pure-java Gnutella-servent.
 *  Copyright (C) 2001 - 2007 Phex Development Group
 *
 *  This program is free software; you can redistribute it and/or modify
 *  it under the terms of the GNU General Public License as published by
 *  the Free Software Foundation; either version 2 of the License, or
 *  (at your option) any later version.
 *
 *  This program is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *  GNU General Public License for more details.
 *
 *  You should have received a copy of the GNU General Public License
 *  along with this program; if not, write to the Free Software
 *  Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
 *
 *  --- SVN Information ---
 *  $Id: PatriciaTrie.java 4420 2009-03-28 16:21:30Z gregork $
 */
package phex.common.collections;

// Modified version (1.8 2008-08-13 00:14:58) of org/limewire/collection/PatriciaTrie.java

// Copyright by Limewire

import org.apache.commons.collections4.iterators.EmptyIterator;

import java.io.Serializable;
import java.util.*;

/**
 * A PATRICIA Trie.
 * <p>
 * PATRICIA = Practical Algorithm to Retrieve Information Coded in Alphanumeric
 * <p>
 * A PATRICIA Trie is a compressed Trie. Instead of storing all data at the
 * edges of the Trie (and having empty internal nodes), PATRICIA stores data
 * in every node. This allows for very efficient traversal, insert, delete,
 * predecessor, successor, prefix, range, and 'select' operations. All operations
 * are performed at worst in O(K) time, where K is the number of bits in the
 * largest item in the tree. In practice, operations actually take O(A(K))
 * time, where A(K) is the average number of bits of all items in the tree.
 * <p>
 * Most importantly, PATRICIA requires very few comparisons to keys while
 * doing any operation. While performing a lookup, each comparison
 * (at most K of them, described above) will perform a single bit comparison
 * against the given key, instead of comparing the entire key to another key.
 * <p>
 * The Trie can return operations in lexicographical order using the 'traverse',
 * 'prefix', 'submap', or 'iterator' methods. The Trie can also scan for items
 * that are 'bitwise' (using an XOR metric) by the 'select' method. Bitwise
 * closeness is determined by the {@link KeyAnalyzer} returning true or
 * false for a bit being set or not in a given key.
 * <p>
 * This PATRICIA Trie supports both variable length & fixed length keys.
 * Some methods, such as <code>getPrefixedBy(...)</code> are suited only to
 * variable length keys, whereas <code>getPrefixedByBits(...)</code> is suited
 * to fixed-size keys.
 * <p>
 * Additionally see <a
 * href="http://www.csse.monash.edu.au/~lloyd/tildeAlgDS/Tree/PATRICIA/">PATRICIA</a>
 * for more information.
 * <p>
 * Any methods here that take an <code>Object</code> may throw a
 * <code>ClassCastException<code> if the method is expecting an instance of K
 * (and it isn't K).
 * <p>
 * <pre>
 * PatriciaTrie&lt;String, String&gt; trie = new PatriciaTrie&lt;String, String&gt;
 * (new CharSequenceKeyAnalyzer());
 *
 * trie.put("Lime", "Lime");
 * trie.put("LimeWire", "LimeWire");
 * trie.put("LimeRadio", "LimeRadio");
 * trie.put("Lax", "Lax");
 * trie.put("Lake", "Lake");
 * trie.put("Lovely", "Lovely");
 *
 * System.out.println(trie.select("Lo"));
 * System.out.println(trie.select("Lime"));
 *
 * System.out.println(trie.getPrefixedBy("La").toString());
 *
 * Output:
 * Lovely
 * Lime
 * {Lake=Lake, Lax=Lax}
 *
 * </pre>
 *
 * @author Roger Kapsi
 * @author Sam Berlin
 */
public class PatriciaTrie<K, V> extends AbstractMap<K, V> implements Trie<K, V>, Serializable {

    private static final long serialVersionUID = 110232526181493307L;

    /**
     * The root element of the Trie.
     */
    private final TrieEntry<K, V> root = new TrieEntry<>(null, null, -1);
    /**
     * The keyAnalyzer used to analyze bit values of keys.
     */
    private final KeyAnalyzer<? super K> keyAnalyzer;
    /**
     * The current size (total number of elements) of the Trie.
     */
    private int size = 0;
    /**
     * The number of times this has been modified (to fail-fast the iterators).
     */
    private transient int modCount = 0;
    /**
     * Each of these fields are initialized to contain an instance of the
     * appropriate view the first time this view is requested.  The views are
     * stateless, so there's no reason to create more than one of each.
     */
    private transient volatile Set<K> keySet = null;
    private transient volatile Collection<V> values = null;
    private transient volatile Set<Map.Entry<K, V>> entrySet = null;

    /**
     * Constructs a new PatriciaTrie using the given keyAnalyzer.
     */
    public PatriciaTrie(KeyAnalyzer<? super K> keyAnalyzer) {
        this.keyAnalyzer = keyAnalyzer;
    }

    /**
     * Returns true if bitIndex is a valid index
     */
    private static boolean isValidBitIndex(int bitIndex) {
        return 0 <= bitIndex && bitIndex <= Integer.MAX_VALUE;
    }

    /**
     * Returns true if bitIndex is a NULL_BIT_KEY
     */
    private static boolean isNullBitKey(int bitIndex) {
        return bitIndex == KeyAnalyzer.NULL_BIT_KEY;
    }

    /**
     * Returns true if bitIndex is a EQUAL_BIT_KEY
     */
    private static boolean isEqualBitKey(int bitIndex) {
        return bitIndex == KeyAnalyzer.EQUAL_BIT_KEY;
    }

    /**
     * Test two values for equality.  Works with null values.
     */
    private static boolean valEquals(Object o1, Object o2) {
        return (o1 == null ? o2 == null : o1.equals(o2));
    }

    /**
     * Returns the KeyAnalyzer that constructed the trie.
     */
    public KeyAnalyzer<? super K> getKeyAnalyzer() {
        return keyAnalyzer;
    }

    /**
     * Returns the KeyAnalyzer as a comparator.
     */
    public Comparator<? super K> comparator() {
        return keyAnalyzer;
    }

    /**
     * Clears the Trie (i.e. removes all elements).
     */
    @Override
    public void clear() {
        root.key = null;
        root.bitIndex = -1;
        root.value = null;

        root.parent = null;
        root.left = root;
        root.right = null;
        root.predecessor = root;

        size = 0;
        incrementModCount();
    }

    /**
     * Returns true if the Trie is empty
     */
    @Override
    public boolean isEmpty() {
        return size == 0;
    }

    /**
     * Returns the number items in the Trie
     */
    @Override
    public int size() {
        return size;
    }

    /**
     * Increments both the size and mod counter.
     */
    private void incrementSize() {
        size++;
        incrementModCount();
    }

    /**
     * Decrements the size and increments the mod counter.
     */
    private void decrementSize() {
        size--;
        incrementModCount();
    }

    /**
     * Increments the mod counter.
     */
    private void incrementModCount() {
        modCount++;
    }

    /**
     * Adds a new <key, value> pair to the Trie and if a pair already
     * exists it will be replaced. In the latter case it will return
     * the old value.
     */
    @Override
    public V put(K key, V value) {
        if (key == null) {
            throw new NullPointerException("Key cannot be null");
        }

        int keyLength = length(key);

        // The only place to store a key with a length
        // of zero bits is the root node
        if (keyLength == 0) {
            if (root.isEmpty()) {
                incrementSize();
            } else {
                incrementModCount();
            }
            return root.setKeyValue(key, value);
        }

        TrieEntry<K, V> found = getNearestEntryForKey(key, keyLength);
        if (key.equals(found.key)) {
            if (found.isEmpty()) { // <- must be the root
                incrementSize();
            } else {
                incrementModCount();
            }
            return found.setKeyValue(key, value);
        }

        int bitIndex = bitIndex(key, found.key);
        if (isValidBitIndex(bitIndex)) { // in 99.999...9% the case
            /* NEW KEY+VALUE TUPLE */
            TrieEntry<K, V> t = new TrieEntry<>(key, value, bitIndex);
            addEntry(t, keyLength);
            incrementSize();
            return null;
        } else if (isNullBitKey(bitIndex)) {
            // A bits of the Key are zero. The only place to
            // store such a Key is the root Node!

            /* NULL BIT KEY */
            if (root.isEmpty()) {
                incrementSize();
            } else {
                incrementModCount();
            }
            return root.setKeyValue(key, value);

        } else if (isEqualBitKey(bitIndex)) {
            // This is a very special and rare case.

            /* REPLACE OLD KEY+VALUE */
            if (found != root) {
                incrementModCount();
                return found.setKeyValue(key, value);
            }
        }

        throw new IndexOutOfBoundsException("Failed to put: " + key + " -> " + value + ", " + bitIndex);
    }

    /**
     * Adds the given entry into the Trie.
     */
    private TrieEntry<K, V> addEntry(TrieEntry<K, V> toAdd, int keyLength) {
        TrieEntry<K, V> current = root.left;
        TrieEntry<K, V> path = root;
        while (true) {
            if (current.bitIndex >= toAdd.bitIndex || current.bitIndex <= path.bitIndex) {
                toAdd.predecessor = toAdd;

                if (!isBitSet(toAdd.key, keyLength, toAdd.bitIndex)) {
                    toAdd.left = toAdd;
                    toAdd.right = current;
                } else {
                    toAdd.left = current;
                    toAdd.right = toAdd;
                }

                toAdd.parent = path;
                if (current.bitIndex >= toAdd.bitIndex) {
                    current.parent = toAdd;
                }

                // if we inserted an uplink, set the predecessor on it
                if (current.bitIndex <= path.bitIndex) {
                    current.predecessor = toAdd;
                }

                if (path == root || !isBitSet(toAdd.key, keyLength, path.bitIndex))
                    path.left = toAdd;
                else
                    path.right = toAdd;
                return toAdd;
            }

            path = current;
            if (!isBitSet(toAdd.key, keyLength, current.bitIndex))
                current = current.left;
            else
                current = current.right;
        }
    }

    @Override
    public Set<Map.Entry<K, V>> entrySet() {
        Set<Map.Entry<K, V>> es = entrySet;
        return (es != null ? es : (entrySet = new EntrySet()));
    }

    /**
     * Returns the Value whose Key equals our lookup Key
     * or null if no such key exists.
     */
    @Override
    public V get(Object k) {
        TrieEntry<K, V> entry = getEntry(k);
        return entry != null ? entry.getValue() : null;
    }

    /**
     * Returns the entry associated with the specified key in the
     * PatriciaTrie.  Returns null if the map contains no mapping
     * for this key.
     * <p>
     * This may throw ClassCastException if the object is not of type K.
     */
    TrieEntry<K, V> getEntry(Object k) {
        K key = asKey(k);
        if (key == null)
            return null;

        int keyLength = length(key);
        TrieEntry<K, V> entry = getNearestEntryForKey(key, keyLength);
        return !entry.isEmpty() && key.equals(entry.key) ? entry : null;
    }

    /**
     * Gets the key as a 'K'.
     */
    @SuppressWarnings("unchecked")
    protected final K asKey(Object key) {
        try {
            return (K) key;
        } catch (ClassCastException cce) {
            // Because the type is erased, the cast & return are
            // actually doing nothing, making this CCE impossible.
            // However, it's still here on the off-chance it may
            // work.
            return null;
        }
    }

    /**
     * Returns the nearest entry for a given key.  This is useful
     * for finding knowing if a given key exists (and finding the value
     * for it), or for inserting the key.
     * <p>
     * The actual get implementation. This is very similar to
     * selectR but with the exception that it might return the
     * root Entry even if it's empty.
     */
    private TrieEntry<K, V> getNearestEntryForKey(K key, int keyLength) {
        TrieEntry<K, V> current = root.left;
        TrieEntry<K, V> path = root;
        while (true) {
            if (current.bitIndex <= path.bitIndex)
                return current;

            path = current;
            if (!isBitSet(key, keyLength, current.bitIndex))
                current = current.left;
            else
                current = current.right;
        }
    }

    /**
     * Returns the Value whose Key has the longest prefix
     * in common with our lookup key.
     */
    @SuppressWarnings("unchecked")
    public V select(K key) {
        int keyLength = length(key);
        TrieEntry[] result = new TrieEntry[1];
        if (!selectR(root.left, -1, key, keyLength, result)) {
            TrieEntry<K, V> e = result[0];
            return e.getValue();
        }
        return null;
    }

    /**
     * This is equivalent to the other selectR() method but without
     * its overhead because we're selecting only one best matching
     * Entry from the Trie.
     */
    private boolean selectR(final TrieEntry<K, V> h, int bitIndex, final K key, final int keyLength,
            final TrieEntry[] result) {

        int hbi = h.bitIndex;
        if (hbi <= bitIndex) {
            // If we hit the root Node and it is empty
            // we have to look for an alternative best
            // matching node.
            if (!h.isEmpty()) {
                result[0] = h;
                return false;
            }
            return true;
        }

        if (!isBitSet(key, keyLength, hbi)) {
            if (selectR(h.left, hbi, key, keyLength, result)) {
                return selectR(h.right, hbi, key, keyLength, result);
            }
        } else {
            if (selectR(h.right, hbi, key, keyLength, result)) {
                return selectR(h.left, hbi, key, keyLength, result);
            }
        }
        return false;
    }

    @SuppressWarnings("unchecked")
    public Map.Entry<K, V> select(K key, Cursor<? super K, ? super V> cursor) {
        int keyLength = length(key);
        TrieEntry[] result = new TrieEntry[] { null };
        selectR(root.left, -1, key, keyLength, cursor, result);
        return result[0];
    }

    private boolean selectR(TrieEntry<K, V> h, int bitIndex, final K key, final int keyLength,
            final Cursor<? super K, ? super V> cursor, final TrieEntry[] result) {

        int hbi = h.bitIndex;
        if (hbi <= bitIndex) {
            if (!h.isEmpty()) {
                Cursor.SelectStatus ret = cursor.select(h);
                switch (ret) {
                case REMOVE:
                    throw new UnsupportedOperationException("cannot remove during select");
                case EXIT:
                    result[0] = h;
                    return false; // exit
                case REMOVE_AND_EXIT:
                    TrieEntry<K, V> entry = new TrieEntry<>(h.getKey(), h.getValue(), -1);
                    result[0] = entry;
                    removeEntry(h);
                    return false;
                case CONTINUE:
                    // fall through.
                }
            }
            return true; // continue
        }

        if (!isBitSet(key, keyLength, hbi)) {
            if (selectR(h.left, hbi, key, keyLength, cursor, result)) {
                return selectR(h.right, hbi, key, keyLength, cursor, result);
            }
        } else {
            if (selectR(h.right, hbi, key, keyLength, cursor, result)) {
                return selectR(h.left, hbi, key, keyLength, cursor, result);
            }
        }

        return false;
    }

    /**
     * Returns a view of this Trie of all elements that are
     * prefixed by the given key.
     * <p>
     * In a fixed-keysize Trie, this is essentially a 'get' operation.
     * <p>
     * For example, if the trie contains 'Lime', 'LimeWire',
     * 'LimeRadio', 'Lax', 'Later', 'Lake', and 'Lovely', then
     * a lookup of 'Lime' would return 'Lime', 'LimeRadio', and 'LimeWire'.
     * <p>
     * The view that this returns is optimized to have a very efficient
     * Iterator. The firstKey, lastKey & size methods must iterate
     * over all possible values in order to determine the results. This
     * information is cached until the Patricia tree changes. All other
     * methods (except Iterator) must compare the given key to the prefix
     * to ensure that it is within the range of the view. The Iterator's
     * remove method must also relocate the subtree that contains the
     * prefixes if the entry holding the subtree is removed or changes.
     * Changing the subtree takes O(K) time.
     *
     * @param key
     */
    public SortedMap<K, V> getPrefixedBy(K key) {
        return getPrefixedByBits(key, 0, keyAnalyzer.length(key));
    }

    /**
     * Returns a view of this Trie of all elements that are
     * prefixed by the length of the key.
     * <p>
     * Fixed-keysize Tries will not support this operation
     * (because all keys will be the same length).
     * <p>
     * For example, if the trie contains 'Lime', 'LimeWire',
     * 'LimeRadio', 'Lax', 'Later', 'Lake', and 'Lovely', then
     * a lookup of 'LimePlastics' with a length of 4 would
     * return 'Lime', 'LimeRadio', and 'LimeWire'.
     * <p>
     * The view that this returns is optimized to have a very efficient
     * Iterator.  The firstKey, lastKey & size methods must iterate
     * over all possible values in order to determine the results.  This
     * information is cached until the Patricia tree changes.  All other
     * methods (except Iterator) must compare the given key to the prefix
     * to ensure that it is within the range of the view.  The Iterator's
     * remove method must also relocate the subtree that contains the
     * prefixes if the entry holding the subtree is removed or changes.
     * Changing the subtree takes O(K) time.
     *
     * @param key
     * @param length
     */
    public SortedMap<K, V> getPrefixedBy(K key, int length) {
        return getPrefixedByBits(key, 0, length * keyAnalyzer.bitsPerElement());
    }

    /**
     * Returns a view of this Trie of all elements that are prefixed
     * by the key, starting at the given offset and for the given length.
     * <p>
     * Fixed-keysize Tries will not support this operation
     * (because all keys are the same length).
     * <p>
     * For example, if the trie contains 'Lime', 'LimeWire',
     * 'LimeRadio', 'Lax', 'Later', 'Lake', and 'Lovely', then
     * a lookup of 'The Lime Plastics' with an offset of 4 and a
     * length of 4 would return 'Lime', 'LimeRadio', and 'LimeWire'.
     * <p>
     * The view that this returns is optimized to have a very efficient
     * Iterator.  The firstKey, lastKey & size methods must iterate
     * over all possible values in order to determine the results.  This
     * information is cached until the Patricia tree changes.  All other
     * methods (except Iterator) must compare the given key to the prefix
     * to ensure that it is within the range of the view.  The Iterator's
     * remove method must also relocate the subtree that contains the
     * prefixes if the entry holding the subtree is removed or changes.
     * Changing the subtree takes O(K) time.
     *
     * @param key
     * @param offset
     * @param length
     */
    public SortedMap<K, V> getPrefixedBy(K key, int offset, int length) {
        return getPrefixedByBits(key, offset * keyAnalyzer.bitsPerElement(), length * keyAnalyzer.bitsPerElement());
    }

    /**
     * Returns a view of this Trie of all elements that are prefixed
     * by the number of bits in the given Key.
     * <p>
     * Fixed-keysize Tries can support this operation as a way to do
     * lookups of partial keys.  That is, if the Trie is storing IP
     * addresses, you can lookup all addresses that begin with
     * '192.168' by providing the key '192.168.X.X' and a length of 16
     * would return all addresses that begin with '192.168'.
     * <p>
     * The view that this returns is optimized to have a very efficient
     * Iterator.  The firstKey, lastKey & size methods must iterate
     * over all possible values in order to determine the results.  This
     * information is cached until the Patricia tree changes.  All other
     * methods (except Iterator) must compare the given key to the prefix
     * to ensure that it is within the range of the view.  The Iterator's
     * remove method must also relocate the subtree that contains the
     * prefixes if the entry holding the subtree is removed or changes.
     * Changing the subtree takes O(K) time.
     *
     * @param key
     * @param bitLength
     */
    public SortedMap<K, V> getPrefixedByBits(K key, int bitLength) {
        return getPrefixedByBits(key, 0, bitLength);
    }

    /**
     * Returns a view of this map, with entries containing only those that
     * are prefixed by a value whose bits matches the bits between 'offset'
     * and 'length' in the given key.
     * <p>
     * The view that this returns is optimized to have a very efficient
     * Iterator.  The firstKey, lastKey & size methods must iterate
     * over all possible values in order to determine the results.  This
     * information is cached until the Patricia tree changes.  All other
     * methods (except Iterator) must compare the given key to the prefix
     * to ensure that it is within the range of the view.  The Iterator's
     * remove method must also relocate the subtree that contains the
     * prefixes if the entry holding the subtree is removed or changes.
     * Changing the subtree takes O(K) time.
     *
     * @param key
     * @param offset
     * @param length
     */
    private SortedMap<K, V> getPrefixedByBits(K key, int offset, int length) {
        int offsetLength = offset + length;
        if (offsetLength > length(key)) {
            throw new IllegalArgumentException(offset + " + " + length + " > " + length(key));
        }

        if (offsetLength == 0)
            return this;

        return new PrefixSubMap(key, offset, length);
    }

    /**
     * Returns true if this trie contains the specified Key
     * <p>
     * This may throw ClassCastException if the object is not
     * of type K.
     */
    @Override
    public boolean containsKey(Object k) {
        K key = asKey(k);
        if (key == null)
            return false;

        int keyLength = length(key);
        TrieEntry entry = getNearestEntryForKey(key, keyLength);
        return !entry.isEmpty() && key.equals(entry.key);
    }

    /**
     * Returns true if this Trie contains the specified value.
     */
    @Override
    public boolean containsValue(Object o) {
        for (V v : values())
            if (valEquals(v, o))
                return true;
        return false;
    }

    /**
     * Removes a Key from the Trie if one exists
     * <p>
     * This may throw ClassCastException if the object is not of type K.
     *
     * @param k the Key to delete
     * @return Returns the deleted Value
     */
    @Override
    public V remove(Object k) {
        K key = asKey(k);
        if (key == null)
            return null;

        int keyLength = length(key);
        TrieEntry<K, V> current = root.left;
        TrieEntry<K, V> path = root;
        while (true) {
            if (current.bitIndex <= path.bitIndex) {
                if (!current.isEmpty() && key.equals(current.key))
                    return removeEntry(current);
                else
                    return null;
            }

            path = current;
            if (!isBitSet(key, keyLength, current.bitIndex))
                current = current.left;
            else
                current = current.right;
        }
    }

    /**
     * Removes a single entry from the Trie.
     * <p>
     * If we found a Key (Entry h) then figure out if it's
     * an internal (hard to remove) or external Entry (easy
     * to remove)
     */
    private V removeEntry(TrieEntry<K, V> h) {
        if (h != root) {
            if (h.isInternalNode()) {
                removeInternalEntry(h);
            } else {
                removeExternalEntry(h);
            }
        }

        decrementSize();
        return h.setKeyValue(null, null);
    }

    /**
     * Removes an external entry from the Trie.
     * <p>
     * If it's an external Entry then just remove it.
     * This is very easy and straight forward.
     */
    private void removeExternalEntry(TrieEntry<K, V> h) {
        if (h == root) {
            throw new IllegalArgumentException("Cannot delete root Entry!");
        } else if (!h.isExternalNode()) {
            throw new IllegalArgumentException(h + " is not an external Entry!");
        }

        TrieEntry<K, V> parent = h.parent;
        TrieEntry<K, V> child = (h.left == h) ? h.right : h.left;

        if (parent.left == h) {
            parent.left = child;
        } else {
            parent.right = child;
        }

        // either the parent is changing, or the predecessor is changing.
        if (child.bitIndex > parent.bitIndex) {
            child.parent = parent;
        } else {
            child.predecessor = parent;
        }

    }

    /**
     * Removes an internal entry from the Trie.
     * <p>
     * If it's an internal Entry then "good luck" with understanding
     * this code. The Idea is essentially that Entry p takes Entry h's
     * place in the trie which requires some re-wiring.
     */
    private void removeInternalEntry(TrieEntry<K, V> h) {
        if (h == root) {
            throw new IllegalArgumentException("Cannot delete root Entry!");
        } else if (!h.isInternalNode()) {
            throw new IllegalArgumentException(h + " is not an internal Entry!");
        }

        TrieEntry<K, V> p = h.predecessor;

        // Set P's bitIndex
        p.bitIndex = h.bitIndex;

        // Fix P's parent, predecessor and child Nodes
        {
            TrieEntry<K, V> parent = p.parent;
            TrieEntry<K, V> child = (p.left == h) ? p.right : p.left;

            // if it was looping to itself previously,
            // it will now be pointed from it's parent
            // (if we aren't removing it's parent --
            //  in that case, it remains looping to itself).
            // otherwise, it will continue to have the same
            // predecessor.
            if (p.predecessor == p && p.parent != h)
                p.predecessor = p.parent;

            if (parent.left == p) {
                parent.left = child;
            } else {
                parent.right = child;
            }

            if (child.bitIndex > parent.bitIndex) {
                child.parent = parent;
            }
        }

        // Fix H's parent and child Nodes
        {
            // If H is a parent of its left and right child
            // then change them to P
            if (h.left.parent == h) {
                h.left.parent = p;
            }

            if (h.right.parent == h) {
                h.right.parent = p;
            }

            // Change H's parent
            if (h.parent.left == h) {
                h.parent.left = p;
            } else {
                h.parent.right = p;
            }
        }

        // Copy the remaining fields from H to P
        //p.bitIndex = h.bitIndex;
        p.parent = h.parent;
        p.left = h.left;
        p.right = h.right;

        // Make sure that if h was pointing to any uplinks,
        // p now points to them.
        if (isValidUplink(p.left, p))
            p.left.predecessor = p;
        if (isValidUplink(p.right, p))
            p.right.predecessor = p;

    }

    /**
     * Returns the node lexicographically before the given node (or null if none).
     * <p>
     * This follows four simple branches:
     * - If the uplink that returned us was a right uplink:
     * - If predecessor's left is a valid uplink from predecessor, return it.
     * - Else, follow the right path from the predecessor's left.
     * - If the uplink that returned us was a left uplink:
     * - Loop back through parents until we encounter a node where
     * node != node.parent.left.
     * - If node.parent.left is uplink from node.parent:
     * - If node.parent.left is not root, return it.
     * - If it is root & root isEmpty, return null.
     * - If it is root & root !isEmpty, return root.
     * - If node.parent.left is not uplink from node.parent:
     * - Follow right path for first right child from node.parent.left
     *
     * @param start
     */
    private TrieEntry<K, V> previousEntry(TrieEntry<K, V> start) {
        if (start.predecessor == null)
            throw new IllegalArgumentException("must have come from somewhere!");

        if (start.predecessor.right == start) {
            if (isValidUplink(start.predecessor.left, start.predecessor)) {
                return start.predecessor.left;
            } else {
                return followRight(start.predecessor.left);
            }
        } else {
            TrieEntry<K, V> node = start.predecessor;
            while (node.parent != null && node == node.parent.left)
                node = node.parent;
            if (node.parent == null) // can be null if we're looking up root.
                return null;
            if (isValidUplink(node.parent.left, node.parent)) {
                if (node.parent.left == root) {
                    if (root.isEmpty())
                        return null;
                    else
                        return root;
                } else {
                    return node.parent.left;
                }
            } else {
                return followRight(node.parent.left);
            }
        }
    }

    /**
     * Returns the entry lexicographically after the given entry.
     * If the given entry is null, returns the first node.
     */
    private TrieEntry<K, V> nextEntry(TrieEntry<K, V> node) {
        if (node == null) {
            return firstEntry();
        } else {
            return nextEntryImpl(node.predecessor, node, null);
        }
    }

    /**
     * Returns the entry lexicographically after the given entry.
     * If the given entry is null, returns the first node.
     * <p>
     * This will traverse only within the subtree.  If the given node
     * is not within the subtree, this will have undefined results.
     */
    private TrieEntry<K, V> nextEntryInSubtree(TrieEntry<K, V> node, TrieEntry<K, V> parentOfSubtree) {
        if (node == null) {
            return firstEntry();
        } else {
            return nextEntryImpl(node.predecessor, node, parentOfSubtree);
        }
    }

    /**
     * Scans for the next node, starting at the specified point, and using 'previous'
     * as a hint that the last node we returned was 'previous' (so we know not to return
     * it again).  If 'tree' is non-null, this will limit the search to the given tree.
     * <p>
     * The basic premise is that each iteration can follow the following steps:
     * <p>
     * 1) Scan all the way to the left.
     * a) If we already started from this node last time, proceed to Step 2.
     * b) If a valid uplink is found, use it.
     * c) If the result is an empty node (root not set), break the scan.
     * d) If we already returned the left node, break the scan.
     * <p>
     * 2) Check the right.
     * a) If we already returned the right node, proceed to Step 3.
     * b) If it is a valid uplink, use it.
     * c) Do Step 1 from the right node.
     * <p>
     * 3) Back up through the parents until we encounter find a parent
     * that we're not the right child of.
     * <p>
     * 4) If there's no right child of that parent, the iteration is finished.
     * Otherwise continue to Step 5.
     * <p>
     * 5) Check to see if the right child is a valid uplink.
     * a) If we already returned that child, proceed to Step 6.
     * Otherwise, use it.
     * <p>
     * 6) If the right child of the parent is the parent itself, we've
     * already found & returned the end of the Trie, so exit.
     * <p>
     * 7) Do Step 1 on the parent's right child.
     */
    private TrieEntry<K, V> nextEntryImpl(TrieEntry<K, V> start, TrieEntry<K, V> previous, TrieEntry<K, V> tree) {
        while (true) {
            TrieEntry<K, V> current = start;

            // Only look at the left if this was a recursive or
            // the first check, otherwise we know we've already looked
            // at the left.
            if (previous == null || start != previous.predecessor) {
                while (!current.left.isEmpty()) {
                    // stop traversing if we've already
                    // returned the left of this node.
                    if (previous == current.left) {
                        break;
                    }

                    if (isValidUplink(current.left, current)) {
                        return current.left;
                    }

                    current = current.left;
                }
            }

            // If there's no data at all, exit.
            if (current.isEmpty()) {
                return null;
            }

            // If we've already returned the left,
            // and the immediate right is null,
            // there's only one entry in the Trie
            // which is stored at the root.
            //
            //  / ("")   <-- root
            //  \_/  \
            //       null <-- 'current'
            //
            if (current.right == null)
                return null;

            // If nothing valid on the left, try the right.
            if (previous != current.right) {
                // See if it immediately is valid.
                if (isValidUplink(current.right, current)) {
                    return current.right;
                }

                // Must search on the right's side if it wasn't initially valid.
                start = current.right;
                continue;
            }

            // Neither left nor right are valid, find the first parent
            // whose child did not come from the right & traverse it.
            while (current == current.parent.right) {
                // If we're going to traverse to above the subtree, stop.
                if (current == tree)
                    return null;

                current = current.parent;
            }

            // If we're on the top of the subtree, we can't go any higher.
            if (current == tree)
                return null;

            // If there's no right, the parent must be root, so we're done.
            if (current.parent.right == null) {
                return null;
            }

            // If the parent's right points to itself, we've found one.
            if (previous != current.parent.right && isValidUplink(current.parent.right, current.parent)) {
                return current.parent.right;
            }

            // If the parent's right is itself, there can't be any more nodes.
            if (current.parent.right == current.parent) {
                return null;
            }

            // We need to traverse down the parent's right's path.
            start = current.parent.right;
        }
    }

    /**
     * Returns each entry as a string.
     */
    @Override
    public String toString() {
        StringBuilder buffer = new StringBuilder();
        buffer.append("Trie[").append(size()).append("]={\n");
        for (Iterator<Map.Entry<K, V>> i = newEntryIterator(); i.hasNext();) {
            buffer.append("  ").append(i.next().toString()).append('\n');
        }
        buffer.append("}\n");
        return buffer.toString();
    }

    public Map.Entry<K, V> traverse(Cursor<? super K, ? super V> cursor) {
        TrieEntry<K, V> entry = nextEntry(null);
        while (entry != null) {
            TrieEntry<K, V> current = entry;
            Cursor.SelectStatus ret = cursor.select(current);
            entry = nextEntry(current);
            switch (ret) {
            case EXIT:
                return current;
            case REMOVE:
                removeEntry(current);
                break; // out of switch, stay in while loop
            case REMOVE_AND_EXIT:
                Map.Entry<K, V> value = new TrieEntry<>(current.getKey(), current.getValue(), -1);
                removeEntry(current);
                return value;
            case CONTINUE: // do nothing.
            }
        }

        return null;
    }

    /**
     * Returns true if 'next' is a valid uplink coming from 'from'.
     */
    private boolean isValidUplink(TrieEntry<K, V> next, TrieEntry<K, V> from) {
        return next != null && next.bitIndex <= from.bitIndex && !next.isEmpty();
    }

    /**
     * Returns the length of the key, or 0 if the key is null.
     */
    private int length(K key) {
        if (key == null) {
            return 0;
        }

        return keyAnalyzer.length(key);
    }

    /**
     * Returns whether or not the given bit on the
     * key is set, or false if the key is null
     */
    private boolean isBitSet(K key, int keyLength, int bitIndex) {
        if (key == null) { // root's might be null!
            return false;
        }
        return keyAnalyzer.isBitSet(key, keyLength, bitIndex);
    }

    /**
     * Utility method for calling
     * keyAnalyzer.bitIndex(key, 0, length(key), foundKey, 0, length(foundKey))
     */
    private int bitIndex(K key, K foundKey) {
        return keyAnalyzer.bitIndex(key, 0, length(key), foundKey, 0, length(foundKey));
    }

    Iterator<K> newKeyIterator() {
        return new KeyIterator();
    }

    Iterator<V> newValueIterator() {
        return new ValueIterator();
    }

    Iterator<Map.Entry<K, V>> newEntryIterator() {
        return new EntryIterator();
    }

    /**
     * Returns a set view of the keys contained in this map.  The set is
     * backed by the map, so changes to the map are reflected in the set, and
     * vice-versa.  The set supports element removal, which removes the
     * corresponding mapping from this map, via the <tt>Iterator.remove</tt>,
     * <tt>Set.remove</tt>, <tt>removeAll</tt>, <tt>retainAll</tt>, and
     * <tt>clear</tt> operations.  It does not support the <tt>add</tt> or
     * <tt>addAll</tt> operations.
     *
     * @return a set view of the keys contained in this map.
     */
    @Override
    public Set<K> keySet() {
        Set<K> ks = keySet;
        return (ks != null ? ks : (keySet = new KeySet()));
    }

    /**
     * Returns a collection view of the values contained in this map. The
     * collection is backed by the map, so changes to the map are reflected in
     * the collection, and vice-versa. The collection supports element
     * removal, which removes the corresponding mapping from this map, via the
     * <tt>Iterator.remove</tt>, <tt>Collection.remove</tt>,
     * <tt>removeAll</tt>, <tt>retainAll</tt>, and <tt>clear</tt> operations.
     * It does not support the <tt>add</tt> or <tt>addAll</tt> operations.
     *
     * @return a collection view of the values contained in this map.
     */
    @Override
    public Collection<V> values() {
        Collection<V> vs = values;
        return (vs != null ? vs : (values = new Values()));
    }

    /**
     * Returns the first entry the Trie is storing.
     * <p>
     * This is implemented by going always to the left until
     * we encounter a valid uplink. That uplink is the first key.
     */
    private TrieEntry<K, V> firstEntry() {
        // if Trie is empty, no first node.
        if (isEmpty())
            return null;

        return followLeft(root);
    }

    /**
     * Goes left through the tree until it finds a valid node.
     */
    private TrieEntry<K, V> followLeft(TrieEntry<K, V> node) {
        while (true) {
            TrieEntry<K, V> child = node.left;
            // if we hit root and it didn't have a node, go right instead.
            if (child.isEmpty())
                child = node.right;

            if (child.bitIndex <= node.bitIndex)
                return child;

            node = child;
        }
    }

    /**
     * Returns the last entry the Trie is storing.
     * <p>
     * This is implemented by going always to the right until
     * we encounter a valid uplink. That uplink is the last key.
     */
    private TrieEntry<K, V> lastEntry() {
        return followRight(root.left);
    }

    /**
     * Traverses down the right path until it finds an uplink.
     */
    protected TrieEntry<K, V> followRight(TrieEntry<K, V> node) {
        // if Trie is empty, no last entry.
        if (node.right == null)
            return null;

        // Go as far right as possible, until we encounter an uplink.
        while (node.right.bitIndex > node.bitIndex)
            node = node.right;

        return node.right;
    }

    public K firstKey() {
        return firstEntry().getKey();
    }

    public SortedMap<K, V> headMap(K toKey) {
        return new SubMap(null, toKey);
    }

    public K lastKey() {
        TrieEntry<K, V> entry = lastEntry();
        if (entry != null)
            return entry.getKey();
        else
            return null;
    }

    public SortedMap<K, V> subMap(K fromKey, K toKey) {
        return new SubMap(fromKey, toKey);
    }

    public SortedMap<K, V> tailMap(K fromKey) {
        return new SubMap(fromKey, null);
    }

    /**
     * Returns an entry strictly higher than the given key,
     * or null if no such entry exists.
     */
    protected TrieEntry<K, V> higherEntry(K key) {
        // TODO: Cleanup so that we don't actually have to add/remove from the
        //       tree.  (We do it here because there are other well-defined
        //       functions to perform the search.)
        int keyLength = length(key);

        if (keyLength == 0) {
            if (!root.isEmpty()) {
                // If data in root, and more after -- return it.
                if (size() > 1) {
                    return nextEntry(root);
                } else { // If no more after, no higher entry.
                    return null;
                }
            } else {
                // Root is empty & we want something after empty, return first.
                return firstEntry();
            }
        }

        TrieEntry<K, V> found = getNearestEntryForKey(key, keyLength);
        if (key.equals(found.key))
            return nextEntry(found);

        int bitIndex = bitIndex(key, found.key);
        if (isValidBitIndex(bitIndex)) {
            TrieEntry<K, V> added = new TrieEntry<>(key, null, bitIndex);
            addEntry(added, keyLength);
            incrementSize(); // must increment because remove will decrement
            TrieEntry<K, V> ceil = nextEntry(added);
            removeEntry(added);
            modCount -= 2; // we didn't really modify it.
            return ceil;
        } else if (isNullBitKey(bitIndex)) {
            if (!root.isEmpty())
                return firstEntry();
            else if (size() > 1)
                return nextEntry(firstEntry());
            else
                return null;
        } else if (isEqualBitKey(bitIndex)) {
            return nextEntry(found);
        }

        // we should have exited above.
        throw new IllegalStateException("invalid lookup: " + key);
    }

    /**
     * Returns a key-value mapping associated with the least key greater
     * than or equal to the given key, or null if there is no such key.
     */
    protected TrieEntry<K, V> ceilingEntry(K key) {
        // Basically:
        // Follow the steps of adding an entry, but instead...
        //
        // - If we ever encounter a situation where we found an equal
        //   key, we return it immediately.
        //
        // - If we hit an empty root, return the first iterable item.
        //
        // - If we have to add a new item, we temporarily add it,
        //   find the successor to it, then remove the added item.
        //
        // These steps ensure that the returned value is either the
        // entry for the key itself, or the first entry directly after
        // the key.

        // TODO: Cleanup so that we don't actually have to add/remove from the
        //       tree.  (We do it here because there are other well-defined
        //       functions to perform the search.)
        int keyLength = length(key);

        if (keyLength == 0) {
            if (!root.isEmpty())
                return root;
            else
                return firstEntry();
        }

        TrieEntry<K, V> found = getNearestEntryForKey(key, keyLength);
        if (key.equals(found.key))
            return found;

        int bitIndex = bitIndex(key, found.key);
        if (isValidBitIndex(bitIndex)) {
            TrieEntry<K, V> added = new TrieEntry<>(key, null, bitIndex);
            addEntry(added, keyLength);
            incrementSize(); // must increment because remove will decrement
            TrieEntry<K, V> ceil = nextEntry(added);
            removeEntry(added);
            modCount -= 2; // we didn't really modify it.
            return ceil;
        } else if (isNullBitKey(bitIndex)) {
            if (!root.isEmpty())
                return root;
            else
                return firstEntry();
        } else if (isEqualBitKey(bitIndex)) {
            return found;
        }

        // we should have exited above.
        throw new IllegalStateException("invalid lookup: " + key);
    }

    /**
     * Returns a key-value mapping associated with the greatest key
     * strictly less than the given key, or null if there is no such key.
     */
    protected TrieEntry<K, V> lowerEntry(K key) {
        // Basically:
        // Follow the steps of adding an entry, but instead...
        //
        // - If we ever encounter a situation where we found an equal
        //   key, we return it's previousEntry immediately.
        //
        // - If we hit root (empty or not), return null.
        //
        // - If we have to add a new item, we temporarily add it,
        //   find the previousEntry to it, then remove the added item.
        //
        // These steps ensure that the returned value is always just before
        // the key or null (if there was nothing before it).

        // TODO: Cleanup so that we don't actually have to add/remove from the
        //       tree.  (We do it here because there are other well-defined
        //       functions to perform the search.)
        int keyLength = length(key);

        if (keyLength == 0) {
            return null; // there can never be anything before root.
        }

        TrieEntry<K, V> found = getNearestEntryForKey(key, keyLength);
        if (key.equals(found.key))
            return previousEntry(found);

        int bitIndex = bitIndex(key, found.key);
        if (isValidBitIndex(bitIndex)) {
            TrieEntry<K, V> added = new TrieEntry<>(key, null, bitIndex);
            addEntry(added, keyLength);
            incrementSize(); // must increment because remove will decrement
            TrieEntry<K, V> prior = previousEntry(added);
            removeEntry(added);
            modCount -= 2; // we didn't really modify it.
            return prior;
        } else if (isNullBitKey(bitIndex)) {
            return null;
        } else if (isEqualBitKey(bitIndex)) {
            return previousEntry(found);
        }

        // we should have exited above.
        throw new IllegalStateException("invalid lookup: " + key);
    }

    /**
     * Returns a key-value mapping associated with the greatest key
     * less than or equal to the given key, or null if there is no such key.
     */
    protected TrieEntry<K, V> floorEntry(K key) {
        // TODO: Cleanup so that we don't actually have to add/remove from the
        //       tree.  (We do it here because there are other well-defined
        //       functions to perform the search.)
        int keyLength = length(key);

        if (keyLength == 0) {
            if (!root.isEmpty())
                return root;
            else
                return null;
        }

        TrieEntry<K, V> found = getNearestEntryForKey(key, keyLength);
        if (key.equals(found.key))
            return found;

        int bitIndex = bitIndex(key, found.key);
        if (isValidBitIndex(bitIndex)) {
            TrieEntry<K, V> added = new TrieEntry<>(key, null, bitIndex);
            addEntry(added, keyLength);
            incrementSize(); // must increment because remove will decrement
            TrieEntry<K, V> floor = previousEntry(added);
            removeEntry(added);
            modCount -= 2; // we didn't really modify it.
            return floor;
        } else if (isNullBitKey(bitIndex)) {
            if (!root.isEmpty())
                return root;
            else
                return null;
        } else if (isEqualBitKey(bitIndex)) {
            return found;
        }

        // we should have exited above.
        throw new IllegalStateException("invalid lookup: " + key);
    }

    /**
     * Finds the subtree that contains the prefix.
     * <p>
     * This is very similar to getR but with the difference that
     * we stop the lookup if h.bitIndex > keyLength.
     */
    private TrieEntry<K, V> subtree(K prefix, int offset, int length) {
        TrieEntry<K, V> current = root.left;
        TrieEntry<K, V> path = root;
        while (true) {
            if (current.bitIndex <= path.bitIndex || length < current.bitIndex)
                break;

            path = current;
            if (!isBitSet(prefix, length + offset, current.bitIndex + offset)) {
                current = current.left;
            } else {
                current = current.right;
            }
        }

        // Make sure the entry is valid for a subtree.
        TrieEntry<K, V> entry = current.isEmpty() ? path : current;

        // If entry is root, it can't be empty.
        if (entry.isEmpty())
            return null;

        int offsetLength = offset + length;

        // if root && length of root is less than length of lookup,
        // there's nothing.
        // (this prevents returning the whole subtree if root has an empty
        //  string and we want to lookup things with "\0")
        if (entry == root && length(entry.getKey()) < offsetLength)
            return null;

        // Found key's length-th bit differs from our key
        // which means it cannot be the prefix...
        if (isBitSet(prefix, offsetLength, offsetLength) != isBitSet(entry.key, length(entry.key), length)) {
            return null;
        }

        // ... or there are less than 'length' equal bits
        int bitIndex = keyAnalyzer.bitIndex(prefix, offset, length, entry.key, 0, length(entry.getKey()));
        if (bitIndex >= 0 && bitIndex < length)
            return null;

        return entry;
    }

    /**
     * Defines the interface to analyze {@link Trie} keys on a bit
     * level. <code>KeyAnalyzer</code>'s
     * methods return the length of the key in bits, whether or not a bit is
     * set, and bits per element in the key.
     * <p>
     * Additionally, a method determines if a key is a prefix of another key and
     * returns the bit index where one key is different from another key (if
     * the key and found key are equal than the return value is EQUAL_BIT_KEY).
     * <p>
     * <code>KeyAnalyzer</code> defines:<br>
     * <table cellspace="5">
     * <tr><td>NULL_BIT_KEY</td><td>When key's bits are all zero</td></tr>
     * <tr><td> EQUAL_BIT_KEY </td><td>When keys are the same </td></tr>
     * </table>
     */
    public interface KeyAnalyzer<K> extends Comparator<K>, Serializable {

        /**
         * Returned by bitIndex if key's bits are all 0
         */
        int NULL_BIT_KEY = -1;

        /**
         * Returned by bitIndex if key and found key are
         * equal. This is a very very specific case and
         * shouldn't happen on a regular basis
         */
        int EQUAL_BIT_KEY = -2;

        /**
         * Returns the length of the Key in bits.
         */
        int length(K key);

        /**
         * Returns whether or not a bit is set
         */
        boolean isBitSet(K key, int keyLength, int bitIndex);

        /**
         * Returns the n-th different bit between key and found.
         * This starts the comparison in key at 'keyStart' and goes
         * for 'keyLength' bits, and compares to the found key
         * starting at 'foundStart' and going for 'foundLength' bits.
         */
        int bitIndex(K key, int keyStart, int keyLength, K found, int foundStart, int foundLength);

        /**
         * Returns the number of bits per element in the key.
         * This is only useful for variable-length keys, such as Strings.
         */
        int bitsPerElement();

        /**
         * Determines whether or not the given prefix (from offset to length)
         * is a prefix of the given key.
         */
        boolean isPrefix(K prefix, int offset, int length, K key);
    }

    /**
     * The actual Trie nodes.
     */
    private static class TrieEntry<K, V> implements Map.Entry<K, V>, Serializable {

        private static final long serialVersionUID = 4596023148184140013L;

        private K key;
        private V value;

        /**
         * The index this entry is comparing.
         */
        private int bitIndex;

        /**
         * The parent of this entry.
         */
        private TrieEntry<K, V> parent;
        /**
         * The left child of this entry.
         */
        private TrieEntry<K, V> left;
        /**
         * The right child of this entry.
         */
        private TrieEntry<K, V> right;
        /**
         * The entry who uplinks to this entry.
         */
        private TrieEntry<K, V> predecessor;

        private TrieEntry(K key, V value, int bitIndex) {
            this.key = key;
            this.value = value;

            this.bitIndex = bitIndex;

            this.parent = null;
            this.left = this;
            this.right = null;
            this.predecessor = this;
        }

        @Override
        public boolean equals(Object o) {
            if (o == this) {
                return true;
            } else if (o instanceof Map.Entry) {
                Map.Entry e = (Map.Entry) o;
                Object k1 = getKey();
                Object k2 = e.getKey();
                if (k1 == k2 || (k1 != null && k1.equals(k2))) {
                    Object v1 = getValue();
                    Object v2 = e.getValue();
                    if (v1 == v2 || (v1 != null && v1.equals(v2)))
                        return true;
                }
                return false;
            } else {
                return false;
            }
        }

        /**
         * Whether or not the entry is storing a key.
         * Only the root can potentially be empty, all other
         * nodes must have a key.
         */
        public boolean isEmpty() {
            return key == null;
        }

        public K getKey() {
            return key;
        }

        public V getValue() {
            return value;
        }

        public V setValue(V value) {
            V o = this.value;
            this.value = value;
            return o;
        }

        /**
         * Replaces the old key and value with the new ones.
         * Returns the old vlaue.
         */
        private V setKeyValue(K key, V value) {
            this.key = key;
            return setValue(value);
        }

        /**
         * Neither the left nor right child is a loopback
         */
        private boolean isInternalNode() {
            return left != this && right != this;
        }

        /**
         * Either the left or right child is a loopback
         */
        private boolean isExternalNode() {
            return !isInternalNode();
        }

        @Override
        public String toString() {
            StringBuilder buffer = new StringBuilder();

            if (bitIndex == -1) {
                buffer.append("RootEntry(");
            } else {
                buffer.append("Entry(");
            }

            buffer.append("key=").append(getKey()).append(" [").append(bitIndex).append("], ");
            buffer.append("value=").append(getValue()).append(", ");
            //buffer.append("bitIndex=").append(bitIndex).append(", ");

            if (parent != null) {
                if (parent.bitIndex == -1) {
                    buffer.append("parent=").append("ROOT");
                } else {
                    buffer.append("parent=").append(parent.getKey()).append(" [").append(parent.bitIndex)
                            .append(']');
                }
            } else {
                buffer.append("parent=").append("null");
            }
            buffer.append(", ");

            if (left != null) {
                if (left.bitIndex == -1) {
                    buffer.append("left=").append("ROOT");
                } else {
                    buffer.append("left=").append(left.getKey()).append(" [").append(left.bitIndex).append(']');
                }
            } else {
                buffer.append("left=").append("null");
            }
            buffer.append(", ");

            if (right != null) {
                if (right.bitIndex == -1) {
                    buffer.append("right=").append("ROOT");
                } else {
                    buffer.append("right=").append(right.getKey()).append(" [").append(right.bitIndex).append(']');
                }
            } else {
                buffer.append("right=").append("null");
            }
            buffer.append(", ");

            if (predecessor != null) {
                if (predecessor.bitIndex == -1) {
                    buffer.append("predecessor=").append("ROOT");
                } else {
                    buffer.append("predecessor=").append(predecessor.getKey()).append(" [")
                            .append(predecessor.bitIndex).append(']');
                }
            }

            buffer.append(')');
            return buffer.toString();
        }
    }

    /**
     * An iterator that stores a single TrieEntry.
     */
    private class SingletonIterator implements Iterator<Map.Entry<K, V>> {
        private final TrieEntry<K, V> entry;
        private int hit = 0;

        public SingletonIterator(TrieEntry<K, V> entry) {
            this.entry = entry;
        }

        public boolean hasNext() {
            return hit == 0;
        }

        public Map.Entry<K, V> next() {
            if (hit != 0)
                throw new NoSuchElementException();
            hit++;
            return entry;
        }

        public void remove() {
            if (hit != 1)
                throw new IllegalStateException();
            hit++;
            PatriciaTrie.this.removeEntry(entry);
        }

    }

    /**
     * An iterator for the entries.
     */
    private abstract class NodeIterator<E> implements Iterator<E> {
        protected int expectedModCount = modCount; // For fast-fail
        protected TrieEntry<K, V> next; // the next node to return
        protected TrieEntry<K, V> current; // the current entry we're on

        // Starts iteration from the beginning.
        protected NodeIterator() {
            next = PatriciaTrie.this.nextEntry(null);
        }

        // Starts iteration at the given entry.
        protected NodeIterator(TrieEntry<K, V> firstEntry) {
            next = firstEntry;
        }

        public boolean hasNext() {
            return next != null;
        }

        TrieEntry<K, V> nextEntry() {
            if (modCount != expectedModCount)
                throw new ConcurrentModificationException();
            TrieEntry<K, V> e = next;
            if (e == null)
                throw new NoSuchElementException();

            next = findNext(e);
            current = e;
            return e;
        }

        protected TrieEntry<K, V> findNext(TrieEntry<K, V> prior) {
            return PatriciaTrie.this.nextEntry(prior);
        }

        public void remove() {
            if (current == null)
                throw new IllegalStateException();
            if (modCount != expectedModCount)
                throw new ConcurrentModificationException();

            TrieEntry<K, V> node = current;
            current = null;
            PatriciaTrie.this.removeEntry(node);

            expectedModCount = modCount;
        }
    }

    private class ValueIterator extends NodeIterator<V> {
        public V next() {
            return nextEntry().value;
        }
    }

    private class KeyIterator extends NodeIterator<K> {
        public K next() {
            return nextEntry().getKey();
        }
    }

    private class EntryIterator extends NodeIterator<Map.Entry<K, V>> {
        public Map.Entry<K, V> next() {
            return nextEntry();
        }
    }

    /**
     * An iterator for iterating over a prefix search.
     */
    private class PrefixEntryIterator extends NodeIterator<Map.Entry<K, V>> {
        // values to reset the subtree if we remove it.
        protected final K prefix;
        protected final int offset;
        protected final int length;
        protected boolean lastOne;

        protected TrieEntry<K, V> subtree; // the subtree to search within

        // Starts iteration at the given entry & search only within the given subtree.
        PrefixEntryIterator(TrieEntry<K, V> startScan, K prefix, int offset, int length) {
            subtree = startScan;
            next = PatriciaTrie.this.followLeft(startScan);
            this.prefix = prefix;
            this.offset = offset;
            this.length = length;
        }

        public Map.Entry<K, V> next() {
            Map.Entry<K, V> entry = nextEntry();
            if (lastOne)
                next = null;
            return entry;
        }

        @Override
        protected TrieEntry<K, V> findNext(TrieEntry<K, V> prior) {
            return PatriciaTrie.this.nextEntryInSubtree(prior, subtree);
        }

        @Override
        public void remove() {
            // If the current entry we're removing is the subtree
            // then we need to find a new subtree parent.
            boolean needsFixing = false;
            int bitIdx = subtree.bitIndex;
            if (current == subtree)
                needsFixing = true;

            super.remove();

            // If the subtree changed its bitIndex or we
            // removed the old subtree, get a new one.
            if (bitIdx != subtree.bitIndex || needsFixing)
                subtree = subtree(prefix, offset, length);

            // If the subtree's bitIndex is less than the
            // length of our prefix, it's the last item
            // in the prefix tree.
            if (length >= subtree.bitIndex)
                lastOne = true;
        }

    }

    /**
     * An iterator for submaps.
     */
    private class SubMapEntryIterator extends NodeIterator<Map.Entry<K, V>> {
        private final K firstExcludedKey;

        SubMapEntryIterator(TrieEntry<K, V> first, TrieEntry<K, V> firstExcluded) {
            super(first);
            firstExcludedKey = (firstExcluded == null ? null : firstExcluded.key);
        }

        @Override
        public boolean hasNext() {
            return next != null && next.key != firstExcludedKey;
        }

        public Map.Entry<K, V> next() {
            if (next == null || next.key == firstExcludedKey)
                throw new NoSuchElementException();
            return nextEntry();
        }
    }

    private class EntrySet extends AbstractSet<Map.Entry<K, V>> {
        @Override
        public Iterator<Map.Entry<K, V>> iterator() {
            return newEntryIterator();
        }

        @Override
        public boolean contains(Object o) {
            if (!(o instanceof Map.Entry))
                return false;

            TrieEntry<K, V> candidate = getEntry(((Map.Entry) o).getKey());
            return candidate != null && candidate.equals(o);
        }

        @Override
        public boolean remove(Object o) {
            int size = size();
            PatriciaTrie.this.remove(o);
            return size != size();
        }

        @Override
        public int size() {
            return size;
        }

        @Override
        public void clear() {
            PatriciaTrie.this.clear();
        }
    }

    private class KeySet extends AbstractSet<K> {
        @Override
        public Iterator<K> iterator() {
            return newKeyIterator();
        }

        @Override
        public int size() {
            return size;
        }

        @Override
        public boolean contains(Object o) {
            return containsKey(o);
        }

        @Override
        public boolean remove(Object o) {
            int size = size();
            PatriciaTrie.this.remove(o);
            return size != size();
        }

        @Override
        public void clear() {
            PatriciaTrie.this.clear();
        }
    }

    private class Values extends AbstractCollection<V> {
        @Override
        public Iterator<V> iterator() {
            return newValueIterator();
        }

        @Override
        public int size() {
            return size;
        }

        @Override
        public boolean contains(Object o) {
            return containsValue(o);
        }

        @Override
        public void clear() {
            PatriciaTrie.this.clear();
        }

        @Override
        public boolean remove(Object o) {
            for (Iterator<V> i = iterator(); i.hasNext();) {
                V v = i.next();
                if (valEquals(v, o)) {
                    i.remove();
                    return true;
                }
            }
            return false;
        }
    }

    /**
     * A submap used for prefix views over the Trie.
     */
    private class PrefixSubMap extends SubMap {
        protected final K prefix;
        protected final int offset;
        protected final int length;
        protected int size;
        private transient int keyModCount = 0;

        PrefixSubMap(K prefix, int offset, int length) {
            this.prefix = prefix;
            this.offset = offset;
            this.length = length;
            fromInclusive = false;
        }

        @Override
        public K firstKey() {
            fixup();
            TrieEntry<K, V> e;
            if (fromKey == null) {
                e = firstEntry();
            } else {
                e = higherEntry(fromKey);
            }

            K first = e != null ? e.getKey() : null;
            if (e == null || !keyAnalyzer.isPrefix(prefix, offset, length, first))
                throw new NoSuchElementException();
            return first;
        }

        @Override
        public K lastKey() {
            fixup();
            TrieEntry<K, V> e;
            if (toKey == null) {
                e = lastEntry();
            } else {
                e = lowerEntry(toKey);
            }

            K last = e != null ? e.getKey() : null;
            if (e == null || !keyAnalyzer.isPrefix(prefix, offset, length, last))
                throw new NoSuchElementException();
            return last;
        }

        @Override
        protected boolean inRange(K key) {
            return keyAnalyzer.isPrefix(prefix, offset, length, key);
        }

        @Override
        protected boolean inRange2(K key) {
            return keyAnalyzer.isPrefix(prefix, offset, length, key);
        }

        @Override
        protected boolean inToRange(K key, boolean forceInclusive) {
            return keyAnalyzer.isPrefix(prefix, offset, length, key);
        }

        @Override
        protected boolean inFromRange(K key, boolean forceInclusive) {
            return keyAnalyzer.isPrefix(prefix, offset, length, key);
        }

        private void fixup() {
            // The trie has changed since we last
            // found our toKey / fromKey
            if (modCount != keyModCount) {
                Iterator<Map.Entry<K, V>> iter = entrySet().iterator();
                size = 0;

                Map.Entry<K, V> entry = null;
                if (iter.hasNext()) {
                    entry = iter.next();
                    size = 1;
                }

                fromKey = entry == null ? null : entry.getKey();
                if (fromKey != null) {
                    TrieEntry<K, V> prior = previousEntry((TrieEntry<K, V>) entry);
                    fromKey = prior == null ? null : prior.getKey();
                }

                toKey = fromKey;

                while (iter.hasNext()) {
                    size++;
                    entry = iter.next();
                }

                toKey = entry == null ? null : entry.getKey();

                if (toKey != null) {
                    entry = nextEntry((TrieEntry<K, V>) entry);
                    toKey = entry == null ? null : entry.getKey();
                }

                keyModCount = modCount;
            }
        }

        protected Set<Map.Entry<K, V>> newSubMapEntrySet() {
            return new PrefixEntrySetView();
        }

        private class PrefixEntrySetView extends SubMap.EntrySetView {
            private TrieEntry<K, V> prefixStart;
            private int iterModCount = 0;

            public int size() {
                fixup();
                return PrefixSubMap.this.size;
            }

            public Iterator<Map.Entry<K, V>> iterator() {
                if (modCount != iterModCount) {
                    prefixStart = subtree(prefix, offset, length);
                    iterModCount = modCount;
                }

                if (prefixStart == null) {
                    return EmptyIterator.INSTANCE;
                } else if (length >= prefixStart.bitIndex) {
                    return new SingletonIterator(prefixStart);
                } else {
                    return new PrefixEntryIterator(prefixStart, prefix, offset, length);
                }
            }
        }
    }

    private class SubMap extends AbstractMap<K, V> implements SortedMap<K, V>, java.io.Serializable {

        // TODO: add serialVersionUID

        /**
         * The key to start from, null if the beginning.
         */
        protected K fromKey;

        /**
         * The key to end at, null if till the end.
         */
        protected K toKey;

        /**
         * Whether or not the 'from' is inclusive.
         */
        protected boolean fromInclusive;

        /**
         * Whether or not the 'to' is inclusive.
         */
        protected boolean toInclusive;
        private transient Set<Map.Entry<K, V>> entrySet;

        /**
         * Constructs a blank SubMap -- this should ONLY be used
         * by subclasses that wish to lazily construct their
         * fromKey or toKey
         */
        protected SubMap() {
        }

        SubMap(K fromKey, K toKey) {
            if (fromKey == null && toKey == null)
                throw new IllegalArgumentException("must have a from or to!");
            if (fromKey != null && toKey != null && keyAnalyzer.compare(fromKey, toKey) > 0)
                throw new IllegalArgumentException("fromKey > toKey");
            this.fromKey = fromKey;
            this.toKey = toKey;
            fromInclusive = true;
        }

        public boolean isEmpty() {
            return entrySet().isEmpty();
        }

        @SuppressWarnings("unchecked")
        public boolean containsKey(Object key) {
            return inRange((K) key) && PatriciaTrie.this.containsKey(key);
        }

        @SuppressWarnings("unchecked")
        public V remove(Object key) {
            if (!inRange((K) key))
                return null;
            return PatriciaTrie.this.remove(key);
        }

        @SuppressWarnings("unchecked")
        public V get(Object key) {
            if (!inRange((K) key))
                return null;
            return PatriciaTrie.this.get(key);
        }

        public V put(K key, V value) {
            if (!inRange(key))
                throw new IllegalArgumentException("key out of range");
            return PatriciaTrie.this.put(key, value);
        }

        public Comparator<? super K> comparator() {
            return keyAnalyzer;
        }

        public K firstKey() {
            TrieEntry<K, V> e;
            if (fromKey == null) {
                e = firstEntry();
            } else {
                if (fromInclusive)
                    e = ceilingEntry(fromKey);
                else
                    e = higherEntry(fromKey);
            }

            K first = e != null ? e.getKey() : null;
            if (e == null || toKey != null && !inToRange(first, false))
                throw new NoSuchElementException();
            return first;
        }

        public K lastKey() {
            TrieEntry<K, V> e;
            if (toKey == null) {
                e = lastEntry();
            } else {
                if (toInclusive)
                    e = floorEntry(toKey);
                else
                    e = lowerEntry(toKey);
            }

            K last = e != null ? e.getKey() : null;
            if (e == null || fromKey != null && !inFromRange(last, false))
                throw new NoSuchElementException();
            return last;
        }

        public Set<Map.Entry<K, V>> entrySet() {
            if (entrySet == null)
                entrySet = newSubMapEntrySet();
            return entrySet;
        }

        protected Set<Map.Entry<K, V>> newSubMapEntrySet() {
            return new EntrySetView();
        }

        public SortedMap<K, V> subMap(K fromKey, K toKey) {
            if (!inRange2(fromKey))
                throw new IllegalArgumentException("fromKey out of range");
            if (!inRange2(toKey))
                throw new IllegalArgumentException("toKey out of range");
            return new SubMap(fromKey, toKey);
        }

        public SortedMap<K, V> headMap(K toKey) {
            if (!inRange2(toKey))
                throw new IllegalArgumentException("toKey out of range");
            return new SubMap(fromKey, toKey);
        }

        public SortedMap<K, V> tailMap(K fromKey) {
            if (!inRange2(fromKey))
                throw new IllegalArgumentException("fromKey out of range");
            return new SubMap(fromKey, toKey);
        }

        protected boolean inRange(K key) {
            return (fromKey == null || inFromRange(key, false)) && (toKey == null || inToRange(key, false));
        }

        // This form allows the high endpoint (as well as all legit keys)
        protected boolean inRange2(K key) {
            return (fromKey == null || inFromRange(key, false)) && (toKey == null || inToRange(key, true));
        }

        protected boolean inToRange(K key, boolean forceInclusive) {
            int ret = keyAnalyzer.compare(key, toKey);
            if (toInclusive || forceInclusive)
                return ret <= 0;
            else
                return ret < 0;
        }

        protected boolean inFromRange(K key, boolean forceInclusive) {
            int ret = keyAnalyzer.compare(key, fromKey);
            if (fromInclusive || forceInclusive)
                return ret >= 0;
            else
                return ret > 0;
        }

        class EntrySetView extends AbstractSet<Map.Entry<K, V>> {
            private transient int size = -1, sizeModCount;

            public int size() {
                if (size == -1 || sizeModCount != PatriciaTrie.this.modCount) {
                    size = 0;
                    sizeModCount = PatriciaTrie.this.modCount;
                    Iterator i = iterator();
                    while (i.hasNext()) {
                        size++;
                        i.next();
                    }
                }
                return size;
            }

            public boolean isEmpty() {
                return !iterator().hasNext();
            }

            @SuppressWarnings("unchecked")
            public boolean contains(Object o) {
                if (!(o instanceof Map.Entry))
                    return false;
                Map.Entry<K, V> entry = (Map.Entry<K, V>) o;
                K key = entry.getKey();
                if (!inRange(key))
                    return false;
                TrieEntry<K, V> node = getEntry(key);
                return node != null && valEquals(node.getValue(), entry.getValue());
            }

            @SuppressWarnings("unchecked")
            public boolean remove(Object o) {
                if (!(o instanceof Map.Entry))
                    return false;
                Map.Entry<K, V> entry = (Map.Entry<K, V>) o;
                K key = entry.getKey();
                if (!inRange(key))
                    return false;
                TrieEntry<K, V> node = getEntry(key);
                if (node != null && valEquals(node.getValue(), entry.getValue())) {
                    removeEntry(node);
                    return true;
                }
                return false;
            }

            public Iterator<Map.Entry<K, V>> iterator() {
                return new SubMapEntryIterator((fromKey == null ? firstEntry() : ceilingEntry(fromKey)),
                        (toKey == null ? null : ceilingEntry(toKey)));
            }
        }
    }
}