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The DSI utilities are a mishmash of classes accumulated during the last twenty years in projects developed at the DSI (Dipartimento di Scienze dell'Informazione, i.e., Information Sciences Department), now DI (Dipartimento di Informatica, i.e., Informatics Department), of the Universita` degli Studi di Milano.

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package it.unimi.dsi.compression;

/*
 * DSI utilities
 *
 * Copyright (C) 2005-2019 Sebastiano Vigna
 *
 *  This library is free software; you can redistribute it and/or modify it
 *  under the terms of the GNU Lesser General Public License as published by the Free
 *  Software Foundation; either version 3 of the License, or (at your option)
 *  any later version.
 *
 *  This library 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 Lesser General Public License
 *  for more details.
 *
 *  You should have received a copy of the GNU Lesser General Public License
 *  along with this program; if not, see .
 *
 */

import it.unimi.dsi.bits.BitVector;
import it.unimi.dsi.bits.LongArrayBitVector;
import it.unimi.dsi.fastutil.booleans.BooleanIterator;
import it.unimi.dsi.io.InputBitStream;

import java.io.IOException;
import java.io.Serializable;
import java.util.Arrays;

/** A decoder that follows 0/1 labelled paths in a tree.
 *
 *  

Additional, the {@link #buildCodes()} method returns a vector * of codewords corresponding to the paths of an instance of this class. Conversely, * the {@linkplain #TreeDecoder(BitVector[], int[]) codeword-based constructor} builds * a tree out of the codewords generated by root-to-leaf paths. */ public final class TreeDecoder implements Decoder, Serializable { private static final long serialVersionUID = 2L; private static final boolean DEBUG = false; /** A internal node of the decoding tree. */ public static class Node implements Serializable { private static final long serialVersionUID = 1L; public Node left, right; } /** A leaf node of the decoding tree. */ public static class LeafNode extends Node { private static final long serialVersionUID = 1L; public final int symbol; /** Creates a leaf node. * @param symbol the symbol for this node. */ public LeafNode(final int symbol) { this.symbol = symbol; } } /** The root of the decoding tree. */ private final Node root; /** The number of symbols in this decoder. */ private final int n; /** Creates a new codeword-based decoder using the given tree. It * is responsibility of the caller that the tree is well-formed, * that is, that all internal nodes are instances of {@link TreeDecoder.Node} * and all leaf nodes are instances of {@link TreeDecoder.LeafNode}. * * @param root the root of a decoding tree. * @param n the number of leaves (symbols). */ public TreeDecoder(final Node root, final int n) { this.root = root; this.n = n; } /** Creates a new codeword-based decoder starting from a set * of complete, lexicographically ordered codewords. It * is responsibility of the caller that the tree is well-formed, * that is, that the provided codewords are exactly the root-to-leaf * paths of such a tree. * * @param lexSortedCodeWord a vector of lexically sorted codeWords. * @param symbol a mapping from codewords to symbols. */ public TreeDecoder(BitVector[] lexSortedCodeWord, int[] symbol) { this(buildTree(lexSortedCodeWord, symbol, 0, 0, lexSortedCodeWord.length), lexSortedCodeWord.length); } private static Node buildTree(BitVector lexSortedCodeWords[], final int[] symbol, int prefix, int offset, int length) { if (DEBUG) { System.err.println("****** " + offset + " " + length); System.err.println(Arrays.toString(lexSortedCodeWords)); for(int i = 0; i < length; i++) { System.err.print(lexSortedCodeWords[offset + i].length() + "\t"); for(int j = 0; j < lexSortedCodeWords[offset + i].length(); j++) System.err.print(lexSortedCodeWords[offset + i].getBoolean(j) ? 1 : 0); System.err.println(); } } if (length == 1) return new LeafNode(symbol[offset]); for(int i = length - 1; i-- != 0;) if (lexSortedCodeWords[offset + i].getBoolean(prefix) != lexSortedCodeWords[offset + i + 1].getBoolean(prefix)) { final Node node = new Node(); node.left = buildTree(lexSortedCodeWords, symbol, prefix + 1, offset, i + 1); node.right = buildTree(lexSortedCodeWords, symbol, prefix + 1, offset + i + 1, length - i - 1); return node; } throw new IllegalStateException(); } @Override public int decode(final BooleanIterator iterator) { Node n = root; while(! (n instanceof LeafNode)) n = iterator.nextBoolean() ? n.right : n.left; return ((LeafNode)n).symbol; } @Override public int decode(final InputBitStream ibs) throws IOException { Node n = root; while(! (n instanceof LeafNode)) n = ibs.readBit() == 0 ? n.left : n.right; return ((LeafNode)n).symbol; } /** Populates the codeword vector by scanning recursively * the decoding tree. * * @param node a subtree of the decoding tree. * @param prefix the path leading to n. */ private void buildCodes(final BitVector[] codeWord, final TreeDecoder.Node node, final BitVector prefix) { if (node instanceof TreeDecoder.LeafNode) { codeWord[((TreeDecoder.LeafNode)node).symbol] = prefix; return; } BitVector bitVector = prefix.copy(); bitVector.length(bitVector.length() + 1); buildCodes(codeWord, node.left, bitVector); bitVector = prefix.copy(); bitVector.length(bitVector.length() + 1); bitVector.set(bitVector.length() - 1); buildCodes(codeWord, node.right, bitVector); } /** Generate the codewords corresponding to this tree decoder. * * @return a vector of codewords for this decoder. */ public BitVector[] buildCodes() { final BitVector[] codeWord = new BitVector[n]; buildCodes(codeWord, root, LongArrayBitVector.getInstance()); return codeWord; } private static void visit(Node node, final LongArrayBitVector bitVector) { if (node instanceof LeafNode) return; do { bitVector.add(true); visit(node.left, bitVector); bitVector.add(false); } while(! ((node = node.right) instanceof LeafNode)); } public LongArrayBitVector succinctRepresentation() { final LongArrayBitVector bitVector = LongArrayBitVector.getInstance(); bitVector.add(true); // Fake open parenthesis if (root != null) visit(root, bitVector); bitVector.add(false); // Fake closed parenthesis bitVector.trim(); return bitVector; } }





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