/* * Copyright 2012 Takao Nakaguchi * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.trie4j.louds; import java.io.Externalizable; import java.io.IOException; import java.io.InputStream; import java.io.ObjectInput; import java.io.ObjectInputStream; import java.io.ObjectOutput; import java.io.ObjectOutputStream; import java.io.OutputStream; import java.io.PrintWriter; import java.io.Writer; import java.util.ArrayList; import java.util.Arrays; import java.util.BitSet; import java.util.Deque; import java.util.LinkedList; import java.util.List; import org.trie4j.AbstractTrie; import org.trie4j.Node; import org.trie4j.Trie; import org.trie4j.bv.BytesSuccinctBitVector; import org.trie4j.bv.SuccinctBitVector; import org.trie4j.util.Pair; public class LOUDSTrie extends AbstractTrie implements Externalizable, Trie { public LOUDSTrie(){ } public LOUDSTrie(Trie orig){ this(orig, 65536); } public LOUDSTrie(Trie orig, int bitSize){ size = orig.size(); bv = new BytesSuccinctBitVector(bitSize); labels = new char[bitSize / 2]; tail = new char[bitSize / 2][]; term = new BitSet(bitSize / 2); LinkedList<Node> queue = new LinkedList<Node>(); int count = 0; if(orig.getRoot() != null) queue.add(orig.getRoot()); while(!queue.isEmpty()){ Node node = queue.pollFirst(); int index = count++; if(index >= labels.length){ extend(); } if(node.isTerminate()) term.set(index); for(Node c : node.getChildren()){ bv.append1(); queue.offerLast(c); } bv.append0(); char[] letters = node.getLetters(); if(letters.length == 0){ labels[index] = 0xffff; tail[index] = emptyChars; } else{ labels[index] = letters[0]; if(letters.length >= 2){ tail[index] = Arrays.copyOfRange(letters, 1, letters.length); } else{ tail[index] = emptyChars; } } } nodeSize = count; } @Override public int size() { return size; } public SuccinctBitVector getBv() { return bv; } @Override public int nodeSize() { return nodeSize; } @Override public Node getRoot(){ return new LOUDSNode(0); } @Override public void dump(Writer w) { PrintWriter writer = new PrintWriter(w); try{ String bvs = bv.toString(); writer.println("bitvec: " + ((bvs.length() > 100) ? bvs.substring(0, 100) : bvs)); writer.print("labels: "); int count = 0; for(char c : labels){ writer.print(c); if(count++ == 99) break; } writer.println(); } finally{ writer.flush(); } } @Override public boolean contains(String text){ int nodeId = 0; // root int n = text.length(); for(int i = 0; i < n; i++){ nodeId = getChildNode(nodeId, text.charAt(i)); if(nodeId == -1) return false; for(char c : tail[nodeId]){ i++; if(i == n) return false; if(text.charAt(i) != c) return false; } } return term.get(nodeId); } @Override public Iterable<String> commonPrefixSearch(String query) { List<String> ret = new ArrayList<String>(); char[] chars = query.toCharArray(); int charsLen = chars.length; int nodeId = 0; // root for(int charsIndex = 0; charsIndex < charsLen; charsIndex++){ int child = getChildNode(nodeId, chars[charsIndex]); if(child == -1) return ret; for(char c : tail[child]){ charsIndex++; if(charsLen <= charsIndex) return ret; if(chars[charsIndex] != c) return ret; } if(term.get(child)){ ret.add(new String(chars, 0, charsIndex + 1)); } nodeId = child; } return ret; } @Override public Iterable<String> predictiveSearch(String query) { List<String> ret = new ArrayList<String>(); char[] chars = query.toCharArray(); int charsLen = chars.length; int nodeId = 0; // root String pfx = null; int charsIndexBack = 0; for(int charsIndex = 0; charsIndex < charsLen; charsIndex++){ charsIndexBack = charsIndex; int child = getChildNode(nodeId, chars[charsIndex]); if(child == -1) return ret; for(char c : tail[child]){ charsIndex++; if(charsIndex >= charsLen) break; if(chars[charsIndex] != c) return ret; } nodeId = child; } pfx = new String(chars, 0, charsIndexBack); Deque<Pair<Integer, String>> queue = new LinkedList<Pair<Integer,String>>(); queue.offerLast(Pair.create(nodeId, pfx)); while(queue.size() > 0){ Pair<Integer, String> element = queue.pollFirst(); int nid = element.getFirst(); StringBuilder b = new StringBuilder(element.getSecond()); b.append(labels[nid]) .append(tail[nid]); String letter = b.toString(); if(term.get(nid)) ret.add(letter); int s = bv.select0(nid) + 1; int e = bv.next0(s); int lastNodeId = bv.rank1(s) + e - s - 1; for(int i = (e - 1); i >= s; i--){ queue.offerFirst(Pair.create(lastNodeId--, letter)); } } return ret; } @Override public void insert(String word) { throw new UnsupportedOperationException(); } public class LOUDSNode implements Node{ public LOUDSNode(int nodeId) { this.nodeId = nodeId; } public int getId(){ return nodeId; } @Override public char[] getLetters() { StringBuilder b = new StringBuilder(); char h = labels[nodeId]; if(h != 0xffff){ b.append(h); } b.append(tail[nodeId]); return b.toString().toCharArray(); } @Override public boolean isTerminate() { return term.get(nodeId); } @Override public Node getChild(char c) { int nid = getChildNode(nodeId, c); if(nid == -1) return null; else return new LOUDSNode(nid); } @Override public Node[] getChildren() { int start = 0; if(nodeId > 0){ start = bv.select0(nodeId) + 1; } int end = bv.next0(start); int ci = bv.rank1(start); int n = end - start; Node[] children = new Node[n]; for(int i = 0; i < n; i++){ children[i] = new LOUDSNode(ci + i); } return children; } private int nodeId; } public void trimToSize(){ if(labels.length > nodeSize){ char[] nl = new char[nodeSize]; System.arraycopy(labels, 0, nl, 0, nodeSize); labels = nl; char[][] nt = new char[nodeSize][]; System.arraycopy(tail, 0, nt, 0, nodeSize); tail = nt; } bv.trimToSize(); } public void save(OutputStream os) throws IOException{ ObjectOutputStream out = new ObjectOutputStream(os); try{ writeExternal(out); } finally{ out.flush(); } } @Override public void writeExternal(ObjectOutput out) throws IOException { out.writeInt(size); out.writeInt(nodeSize); trimToSize(); out.writeObject(labels); out.writeObject(tail); out.writeObject(term); out.writeObject(bv); } public void load(InputStream is) throws IOException{ try{ readExternal(new ObjectInputStream(is)); } catch(ClassNotFoundException e){ throw new IOException(e); } } @Override public void readExternal(ObjectInput in) throws IOException, ClassNotFoundException { size = in.readInt(); nodeSize = in.readInt(); labels = (char[])in.readObject(); tail = (char[][])in.readObject(); term = (BitSet)in.readObject(); bv = (SuccinctBitVector)in.readObject(); } private int getChildNode(int nodeId, char c){ int start = bv.select0(nodeId) + 1; int end = bv.next0(start); if(end == -1) return -1; int pos2Id = bv.rank1(start) - start; if((end - start) <= 16){ for(int i = start; i < end; i++){ int index = i + pos2Id; int d = c - labels[index]; if(d == 0){ return index; } } return -1; } else{ do{ int i = (start + end) / 2; int index = i + pos2Id; int d = c - labels[index]; if(d < 0){ end = i; } else if(d > 0){ if(start == i) return -1; else start = i; } else{ return index; } } while(start != end); return -1; } } private void extend(){ int nsz = (int)(labels.length * 1.2); char[] nl = new char[nsz]; System.arraycopy(labels, 0, nl, 0, labels.length); labels = nl; char[][] nt = new char[nsz][]; System.arraycopy(tail, 0, nt, 0, tail.length); tail = nt; } private int size; private int nodeSize; private SuccinctBitVector bv; private char[] labels; private char[][] tail; private BitSet term; private static final char[] emptyChars = {}; }