/* 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. */ /** Add the token text as a feature with value 1.0. @author Andrew McCallum <a href="mailto:mccallum@cs.umass.edu">mccallum@cs.umass.edu</a> */ package cc.mallet.pipe.tsf; import java.io.*; import java.util.regex.Pattern; import cc.mallet.pipe.*; import cc.mallet.types.*; public class TokenTextCharNGrams extends Pipe implements Serializable { static char startBorderChar = '>'; static char endBorderChar = '<'; String prefix; int[] gramSizes; boolean distinguishBorders = false; public TokenTextCharNGrams (String prefix, int[] gramSizes, boolean distinguishBorders) { this.prefix=prefix; this.gramSizes = gramSizes; this.distinguishBorders = distinguishBorders; } public TokenTextCharNGrams (String prefix, int[] gramSizes) { this.prefix=prefix; this.gramSizes = gramSizes; } public TokenTextCharNGrams () { this ("CHARBIGRAM=", new int[] {2}); } 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(); if (distinguishBorders) s = startBorderChar + s + endBorderChar; int slen = s.length(); for (int j = 0; j < gramSizes.length; j++) { int size = gramSizes[j]; for (int k = 0; k < (slen - size)+1; k++) t.setFeatureValue ((prefix + s.substring (k, k+size)), 1.0); } } return carrier; } // Serialization // Version 0 : Initial (Saved prefix & gram sizes) // Version 1 : Save distinguishBorders private static final long serialVersionUID = 1; private static final int CURRENT_SERIAL_VERSION = 1; private void writeObject (ObjectOutputStream out) throws IOException { out.writeInt (CURRENT_SERIAL_VERSION); out.writeObject (prefix); out.writeInt (gramSizes.length); for (int i = 0; i < gramSizes.length; i++) out.writeInt (gramSizes[i]); out.writeBoolean (distinguishBorders); } private void readObject (ObjectInputStream in) throws IOException, ClassNotFoundException { int version = in.readInt (); prefix = (String) in.readObject(); int gsl = in.readInt (); if (gsl > 0) { gramSizes = new int[gsl]; for (int i = 0; i < gsl; i++) gramSizes[i] = in.readInt(); } if (version >= 1) { distinguishBorders = in.readBoolean (); } } }