cc.mallet.pipe.TokenSequence2FeatureVectorSequence Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of mallet Show documentation

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

There is a newer version: 2.0.12

Show newest version

/* 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. */





package cc.mallet.pipe;

import java.io.*;

import cc.mallet.types.Alphabet;
import cc.mallet.types.FeatureVector;
import cc.mallet.types.FeatureVectorSequence;
import cc.mallet.types.Instance;
import cc.mallet.types.Token;
import cc.mallet.types.TokenSequence;
/**
 * Convert the token sequence in the data field of each instance to a feature vector sequence.
   @author Andrew McCallum [email protected]
 */

public class TokenSequence2FeatureVectorSequence extends Pipe implements Serializable
{
	boolean augmentable;									// Create AugmentableFeatureVector's in the sequence
	boolean binary;												// Create binary (Augmentable)FeatureVector's in the sequence
	boolean growAlphabet = true;
	
	public TokenSequence2FeatureVectorSequence (Alphabet dataDict,
																							boolean binary, boolean augmentable)
	{
		super (dataDict, null);
		this.augmentable = augmentable;
		this.binary = binary;
	}

	public TokenSequence2FeatureVectorSequence (Alphabet dataDict)
	{
		this (dataDict, false, false);
	}
	
	public TokenSequence2FeatureVectorSequence (boolean binary, boolean augmentable)
	{
		super (new Alphabet(), null);
		this.augmentable = augmentable;
		this.binary = binary;
	}

	public TokenSequence2FeatureVectorSequence ()
	{
		this (false, false);
	}
	
	public Instance pipe (Instance carrier)
	{
		carrier.setData(new FeatureVectorSequence ((Alphabet)getDataAlphabet(),
																							 (TokenSequence)carrier.getData(),
																							 binary, augmentable,
																							 growAlphabet));
		return carrier;
	}

	public void setGrowAlphabet(boolean growAlphabet) {
		this.growAlphabet = growAlphabet;
	}

	// 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.writeBoolean(augmentable);
		out.writeBoolean(binary);
		out.writeBoolean(growAlphabet);
	}
	
	private void readObject (ObjectInputStream in) throws IOException, ClassNotFoundException {
		int version = in.readInt ();
		augmentable = in.readBoolean();
		binary = in.readBoolean();
//		growAlphabet = true;
		growAlphabet = in.readBoolean();
	}

}