/* Copyright (C) 2002 Univ. of Massachusetts Amherst, Computer Science Dept. This file is part of "MALLET" (MAchine Learning for LanguagE Toolkit). http://www.cs.umass.edu/~mccallum/mallet This software is provided under the terms of the Common Public License, version 1.0, as published by http://www.opensource.org. For further information, see the file `LICENSE' included with this distribution. */ /** Tests membership of the token text in the provided list of words. The lexicon words are provided in a file, one word per line. @author Andrew McCallum <a href="mailto:mccallum@cs.umass.edu">mccallum@cs.umass.edu</a> */ package cc.mallet.pipe.tsf; import java.io.*; import cc.mallet.pipe.*; import cc.mallet.types.*; public class LexiconMembership extends Pipe implements Serializable { String name; gnu.trove.THashSet lexicon; boolean ignoreCase; public LexiconMembership (String name, Reader lexiconReader, boolean ignoreCase) { this.name = name; this.lexicon = new gnu.trove.THashSet (); this.ignoreCase = ignoreCase; LineNumberReader reader = new LineNumberReader (lexiconReader); String line; while (true) { try { line = reader.readLine(); } catch (IOException e) { throw new IllegalStateException (); } if (line == null) { break; } else { // System.out.println(name + " : " + (ignoreCase ? line.toLowerCase().intern() : line.intern()) ); lexicon.add (ignoreCase ? line.toLowerCase() : line); } } if (lexicon.size() == 0) throw new IllegalArgumentException ("Empty lexicon"); } public LexiconMembership (String name, File lexiconFile, boolean ignoreCase) throws FileNotFoundException { this (name, new BufferedReader (new FileReader (lexiconFile)), ignoreCase); } public LexiconMembership (File lexiconFile, boolean ignoreCase) throws FileNotFoundException { this (lexiconFile.getName(), lexiconFile, ignoreCase); } public LexiconMembership (File lexiconFile) throws FileNotFoundException { this (lexiconFile.getName(), lexiconFile, true); } public Instance pipe (Instance carrier) { TokenSequence ts = (TokenSequence) carrier.getData(); for (int i = 0; i < ts.size(); i++) { Token t = ts.get(i); String s = t.getText(); String conS=s; //dealing with ([a-z]+), ([a-z]+, [a-z]+), [a-z]+. if(conS.startsWith("(")) conS = conS.substring(1); if(conS.endsWith(")") || conS.endsWith(".")) conS = conS.substring(0, conS.length()-1); if (lexicon.contains (ignoreCase ? s.toLowerCase() : s)) t.setFeatureValue (name, 1.0); if(conS.compareTo(s) != 0) { if (lexicon.contains (ignoreCase ? conS.toLowerCase() : conS)) t.setFeatureValue (name, 1.0); } } return carrier; } // Serialization private static final long serialVersionUID = 1; private static final int CURRENT_SERIAL_VERSION = 0; private void writeObject (ObjectOutputStream out) throws IOException { out.writeInt (CURRENT_SERIAL_VERSION); out.writeObject (name); out.writeObject (lexicon); out.writeBoolean (ignoreCase); } private void readObject (ObjectInputStream in) throws IOException, ClassNotFoundException { int version = in.readInt (); this.name = (String) in.readObject(); this.lexicon = (gnu.trove.THashSet) in.readObject(); this.ignoreCase = in.readBoolean(); } }