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PatriciaTrie.java
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PatriciaTrie.java
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package com.jwetherell.algorithms.data_structures;
import java.util.Arrays;
import com.jwetherell.algorithms.data_structures.interfaces.ITree;
/**
* A Patricia trie (radix tree) is a space-optimized trie data structure where each
* non-terminating (black) node with only one child is merged with its child.
* The result is that every internal non-terminating (black) node has at least
* two children. Each terminating node (white) represents the end of a string.
* <p>
* @see <a href="https://en.wikipedia.org/wiki/Radix_tree">Radix Tree / Patricia Trie (Wikipedia)</a>
* <br>
* @author Justin Wetherell <[email protected]>
*/
@SuppressWarnings("unchecked")
public class PatriciaTrie<C extends CharSequence> implements ITree<C> {
private int size = 0;
protected INodeCreator creator = null;
protected Node root = null;
protected static final boolean BLACK = false; // non-terminating
protected static final boolean WHITE = true; // terminating
public PatriciaTrie() {
this.creator = new INodeCreator() {
/**
* {@inheritDoc}
*/
@Override
public Node createNewNode(Node parent, char[] seq, boolean type) {
return (new Node(parent, seq, type));
}
};
}
/**
* Constructor with external Node creator.
*/
public PatriciaTrie(INodeCreator creator) {
this.creator = creator;
}
/**
* {@inheritDoc}
*/
@Override
public boolean add(C seq) {
Node node = this.addSequence(seq);
return (node != null);
}
/**
* Add CharSequence to trie and return the Node which represents the
* sequence.
*
* @param seq
* to add to the trie.
* @return Node which represents the sequence in the trie or NULL if the
* sequence already exists.
*/
protected Node addSequence(C seq) {
if (root == null)
root = this.creator.createNewNode(null, null, BLACK);
int indexIntoParent = -1;
int indexIntoString = -1;
Node node = root;
for (int i = 0; i <= seq.length();) {
indexIntoString = i;
indexIntoParent++;
if (i == seq.length())
break;
char c = seq.charAt(i);
if (node.partOfThis(c, indexIntoParent)) {
// Node has a char which is equal to char c at that index
i++;
continue;
} else if (node.string != null && indexIntoParent < node.string.length) {
// string is equal to part of this Node's string
break;
}
Node child = node.getChildBeginningWithChar(c);
if (child != null) {
// Found a child node starting with char c
indexIntoParent = 0;
node = child;
i++;
} else {
// Node doesn't have a child starting with char c
break;
}
}
Node addedNode = null;
Node parent = node.parent;
if (node.string != null && indexIntoParent < node.string.length) {
char[] parentString = Arrays.copyOfRange(node.string, 0, indexIntoParent);
char[] refactorString = Arrays.copyOfRange(node.string, indexIntoParent, node.string.length);
if (indexIntoString < seq.length()) {
// Creating a new parent by splitting a previous node and adding a new node
// Create new parent
if (parent != null)
parent.removeChild(node);
Node newParent = this.creator.createNewNode(parent, parentString, BLACK);
if (parent != null)
parent.addChild(newParent);
// Convert the previous node into a child of the new parent
Node newNode1 = node;
newNode1.parent = newParent;
newNode1.string = refactorString;
newParent.addChild(newNode1);
// Create a new node from the rest of the string
CharSequence newString = seq.subSequence(indexIntoString, seq.length());
Node newNode2 = this.creator.createNewNode(newParent, newString.toString().toCharArray(), WHITE);
newParent.addChild(newNode2);
// New node which was added
addedNode = newNode2;
} else {
// Creating a new parent by splitting a previous node and converting the previous node
if (parent != null)
parent.removeChild(node);
Node newParent = this.creator.createNewNode(parent, parentString, WHITE);
if (parent != null)
parent.addChild(newParent);
// Parent node was created
addedNode = newParent;
// Convert the previous node into a child of the new parent
Node newNode1 = node;
newNode1.parent = newParent;
newNode1.string = refactorString;
newParent.addChild(newNode1);
}
} else if (node.string != null && seq.length() == indexIntoString) {
// Found a node who exactly matches a previous node
// Already exists as a white node (leaf node)
if (node.type == WHITE)
return null;
// Was black (branching), now white (leaf)
node.type = WHITE;
addedNode = node;
} else if (node.string != null) {
// Adding a child
CharSequence newString = seq.subSequence(indexIntoString, seq.length());
Node newNode = this.creator.createNewNode(node, newString.toString().toCharArray(), WHITE);
node.addChild(newNode);
addedNode = newNode;
} else {
// Add to root node
Node newNode = this.creator.createNewNode(node, seq.toString().toCharArray(), WHITE);
node.addChild(newNode);
addedNode = newNode;
}
size++;
return addedNode;
}
/**
* {@inheritDoc}
*/
@Override
public boolean contains(C seq) {
Node node = getNode(seq);
return (node != null && node.type == WHITE);
}
/**
* {@inheritDoc}
*/
@Override
public C remove(C seq) {
C removed = null;
Node node = getNode(seq);
if (node!=null) removed = (C)(new String(node.string));
remove(node);
return removed;
}
protected void remove(Node node) {
if (node == null)
return;
// No longer a white node (leaf)
node.type = BLACK;
Node parent = node.parent;
if (node.getChildrenSize() == 0) {
// Remove the node if it has no children
if (parent != null)
parent.removeChild(node);
} else if (node.getChildrenSize() == 1) {
// Merge the node with it's child and add to node's parent
Node child = node.getChild(0);
StringBuilder builder = new StringBuilder();
builder.append(node.string);
builder.append(child.string);
child.string = builder.toString().toCharArray();
child.parent = parent;
if (parent != null) {
parent.removeChild(node);
parent.addChild(child);
}
}
// Walk up the tree and see if we can compact it
while (parent != null && parent.type == BLACK && parent.getChildrenSize() == 1) {
Node child = parent.getChild(0);
// Merge with parent
StringBuilder builder = new StringBuilder();
if (parent.string != null)
builder.append(parent.string);
builder.append(child.string);
child.string = builder.toString().toCharArray();
if (parent.parent != null) {
child.parent = parent.parent;
parent.parent.removeChild(parent);
parent.parent.addChild(child);
}
parent = parent.parent;
}
size--;
}
/**
* {@inheritDoc}
*/
@Override
public void clear() {
root = null;
size = 0;
}
/**
* Get node which represents the sequence in the trie.
*
* @param seq
* to find a node for.
* @return Node which represents the sequence or NULL if not found.
*/
protected Node getNode(C seq) {
Node node = root;
int indexIntoParent = -1;
for (int i = 0; i < seq.length();) {
indexIntoParent++;
char c = seq.charAt(i);
if (node.partOfThis(c, indexIntoParent)) {
// Node has a char which is equal to char c at that index
i++;
continue;
} else if (node.string != null && indexIntoParent < node.string.length) {
// string is equal to part of this Node's string
return null;
}
Node child = node.getChildBeginningWithChar(c);
if (child != null) {
// Found a child node starting with char c
indexIntoParent = 0;
node = child;
i++;
} else {
// Node doesn't have a child starting with char c
return null;
}
}
if (node.string!=null && indexIntoParent == (node.string.length - 1)) {
// Get the partial string to compare against the node's string
int length = node.string.length;
CharSequence sub = seq.subSequence(seq.length() - length, seq.length());
for (int i = 0; i < length; i++) {
if (node.string[i] != sub.charAt(i))
return null;
}
if (node.type==WHITE)
return node;
}
return null;
}
/**
* {@inheritDoc}
*/
@Override
public int size() {
return size;
}
/**
* {@inheritDoc}
*/
@Override
public boolean validate() {
java.util.Set<C> keys = new java.util.HashSet<C>();
Node node = root;
if (node!=null && !validate(node,"",keys))
return false;
return (keys.size()==size());
}
private boolean validate(Node node, String string, java.util.Set<C> keys) {
StringBuilder builder = new StringBuilder(string);
if (node.string!=null)
builder.append(node.string);
String s = builder.toString();
if (node.type == WHITE) {
C c = (C)s;
if (c==null)
return false;
if (keys.contains(c))
return false;
keys.add(c);
}
for (int i=0; i<node.childrenSize; i++) {
Node n = node.getChild(i);
if (n==null)
return false;
if (n.parent!=node)
return false;
if (!validate(n,s,keys))
return false;
}
return true;
}
/**
* {@inheritDoc}
*/
@Override
public java.util.Collection<C> toCollection() {
return (new JavaCompatiblePatriciaTrie<C>(this));
}
/**
* {@inheritDoc}
*/
@Override
public String toString() {
return PatriciaTriePrinter.getString(this);
}
protected static class Node implements Comparable<Node> {
private static final int MINIMUM_SIZE = 2;
protected Node[] children = new Node[MINIMUM_SIZE];
protected int childrenSize = 0;
protected Node parent = null;
protected boolean type = BLACK;
protected char[] string = null;
protected Node(Node parent) {
this.parent = parent;
}
protected Node(Node parent, char[] seq) {
this(parent);
this.string = seq;
}
protected Node(Node parent, char[] seq, boolean type) {
this(parent, seq);
this.type = type;
}
protected void addChild(Node node) {
int growSize = children.length;
if (childrenSize >= children.length) {
children = Arrays.copyOf(children, (growSize + (growSize>>1)));
}
children[childrenSize++] = node;
Arrays.sort(children, 0, childrenSize);
}
private boolean removeChild(Node child) {
if (childrenSize == 0) return false;
for (int i = 0; i < childrenSize; i++) {
if (children[i].equals(child)) {
return removeChild(i);
}
}
return false;
}
protected int childIndex(char character) {
for (int i = 0; i < childrenSize; i++) {
Node c = children[i];
if (c.string != null && c.string.length > 0 && c.string[0] == character)
return i;
}
return Integer.MIN_VALUE;
}
protected boolean removeChild(int index) {
if (index >= childrenSize)
return false;
children[index] = null;
childrenSize--;
// Shift down the array
System.arraycopy(children, index + 1, children, index, childrenSize - index);
int shrinkSize = childrenSize;
if (childrenSize >= MINIMUM_SIZE && childrenSize < (shrinkSize + (shrinkSize<<1))) {
System.arraycopy(children, 0, children, 0, childrenSize);
}
return true;
}
protected Node getChild(int index) {
if (index >= childrenSize)
return null;
return children[index];
}
protected int getChildrenSize() {
return childrenSize;
}
protected boolean partOfThis(char c, int idx) {
// Search myself
if (string != null && idx < string.length && string[idx] == c)
return true;
return false;
}
protected Node getChildBeginningWithChar(char c) {
// Search children
Node node = null;
for (int i = 0; i < this.childrenSize; i++) {
Node child = this.children[i];
if (child.string.length>0 && child.string[0] == c)
return child;
}
return node;
}
/**
* {@inheritDoc}
*/
@Override
public String toString() {
StringBuilder builder = new StringBuilder();
String output = null;
if (string != null)
output = String.valueOf(string);
builder.append("string = ").append((output != null) ? output : "NULL").append("\n");
builder.append("type = ").append(type).append("\n");
return builder.toString();
}
/**
* {@inheritDoc}
*/
@Override
public int compareTo(Node node) {
if (node == null)
return -1;
int length = string.length;
if (node.string.length < length) length = node.string.length;
for (int i = 0; i < length; i++) {
Character a = string[i];
Character b = node.string[i];
int c = a.compareTo(b);
if (c != 0)
return c;
}
if (this.type == BLACK && node.type == WHITE)
return -1;
else if (node.type == BLACK && this.type == WHITE)
return 1;
if (this.getChildrenSize() < node.getChildrenSize())
return -1;
else if (this.getChildrenSize() > node.getChildrenSize())
return 1;
return 0;
}
}
protected static interface INodeCreator {
/**
* Create a new node for sequence.
*
* @param parent
* node of the new node.
* @param seq
* of characters which represents this node.
* @param type
* of the node, can be either BLACK or WHITE.
* @return Node which was created.
*/
public Node createNewNode(Node parent, char[] seq, boolean type);
}
protected static class PatriciaTriePrinter {
protected static <C extends CharSequence> String getString(PatriciaTrie<C> tree) {
if (tree.root == null)
return "Tree has no nodes.";
return getString(tree.root, "", null, true);
}
protected static String getString(Node node, String prefix, String previousString, boolean isTail) {
StringBuilder builder = new StringBuilder();
String thisString = "";
if (node.string != null)
thisString = String.valueOf(node.string);
String fullString = ((previousString != null) ? previousString : "") + thisString;
builder.append(prefix
+ (isTail ? "└── " : "├── ")
+ ((thisString != null) ?
"[" + ((node.type == WHITE) ? "white" : "black") + "] "
+ ((node.type == WHITE) ? "(" + thisString + ") " + fullString : thisString)
: "["
+ ((node.type == WHITE) ? "white" : "black") + "]") + "\n");
if (node.children != null) {
for (int i = 0; i < node.getChildrenSize() - 1; i++) {
builder.append(getString(node.getChild(i), prefix + (isTail ? " " : "│ "), fullString, false));
}
if (node.getChildrenSize() >= 1) {
builder.append(getString(node.getChild(node.getChildrenSize() - 1), prefix + (isTail ? " " : "│ "), fullString, true));
}
}
return builder.toString();
}
}
public static class JavaCompatiblePatriciaTrie<C extends CharSequence> extends java.util.AbstractCollection<C> {
private PatriciaTrie<C> trie = null;
public JavaCompatiblePatriciaTrie(PatriciaTrie<C> list) {
this.trie = list;
}
/**
* {@inheritDoc}
*/
@Override
public boolean add(C value) {
return trie.add(value);
}
/**
* {@inheritDoc}
*/
@Override
public boolean remove(Object value) {
return (trie.remove((C)value)!=null);
}
/**
* {@inheritDoc}
*/
@Override
public boolean contains(Object value) {
return trie.contains((C)value);
}
/**
* {@inheritDoc}
*/
@Override
public int size() {
return trie.size;
}
/**
* {@inheritDoc}
*
* WARNING: This iterator makes a copy of the trie's contents during it's construction!
*/
@Override
public java.util.Iterator<C> iterator() {
return (new PatriciaTrieIterator<C>(trie));
}
private static class PatriciaTrieIterator<C extends CharSequence> implements java.util.Iterator<C> {
private PatriciaTrie<C> trie = null;
private PatriciaTrie.Node lastNode = null;
private java.util.Iterator<java.util.Map.Entry<Node, String>> iterator = null;
protected PatriciaTrieIterator(PatriciaTrie<C> trie) {
this.trie = trie;
java.util.Map<PatriciaTrie.Node,String> map = new java.util.LinkedHashMap<PatriciaTrie.Node,String>();
if (this.trie.root!=null)
getNodesWhichRepresentsWords(this.trie.root,"",map);
iterator = map.entrySet().iterator();
}
private void getNodesWhichRepresentsWords(PatriciaTrie.Node node, String string, java.util.Map<PatriciaTrie.Node,String> nodesMap) {
StringBuilder builder = new StringBuilder(string);
if (node.string!=null)
builder.append(node.string);
if (node.type == PatriciaTrie.WHITE)
nodesMap.put(node,builder.toString()); //Terminating
for (int i=0; i<node.childrenSize; i++) {
PatriciaTrie.Node child = node.getChild(i);
getNodesWhichRepresentsWords(child,builder.toString(),nodesMap);
}
}
/**
* {@inheritDoc}
*/
@Override
public boolean hasNext() {
if (iterator!=null && iterator.hasNext())
return true;
return false;
}
/**
* {@inheritDoc}
*/
@Override
public C next() {
if (iterator==null)
return null;
java.util.Map.Entry<PatriciaTrie.Node,String> entry = iterator.next();
lastNode = entry.getKey();
return (C)entry.getValue();
}
/**
* {@inheritDoc}
*/
@Override
public void remove() {
if (iterator==null || trie==null)
return;
iterator.remove();
this.trie.remove(lastNode);
}
}
}
}