/* 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. */ /** @author Andrew McCallum <a href="mailto:mccallum@cs.umass.edu">mccallum@cs.umass.edu</a> */ package cc.mallet.pipe.iterator; import cc.mallet.types.Instance; import java.io.*; import java.util.Iterator; import java.util.regex.*; import java.net.URI; import java.net.URISyntaxException; import cc.mallet.pipe.Pipe; import cc.mallet.types.*; /** * This iterator, perhaps more properly called a Line Pattern Iterator, * reads through a file and returns one instance per line, * based on a regular expression.<p> * * If you have data of the form * <pre>[name] [label] [data]</pre> * and a {@link Pipe} <code>instancePipe</code>, you could read instances using this code: <pre> InstanceList instances = new InstanceList(instancePipe); instances.addThruPipe(new CsvIterator(new FileReader(dataFile), "(\\w+)\\s+(\\w+)\\s+(.*)", 3, 2, 1) // (data, target, name) field indices ); </pre> * */ public class CsvIterator implements Iterator<Instance> { LineNumberReader reader; Pattern lineRegex; int uriGroup, targetGroup, dataGroup; String currentLine; public CsvIterator (Reader input, Pattern lineRegex, int dataGroup, int targetGroup, int uriGroup) { this.reader = new LineNumberReader (input); this.lineRegex = lineRegex; this.targetGroup = targetGroup; this.dataGroup = dataGroup; this.uriGroup = uriGroup; if (dataGroup <= 0) throw new IllegalStateException ("You must extract a data field."); try { this.currentLine = reader.readLine(); } catch (IOException e) { throw new IllegalStateException (); } } public CsvIterator (Reader input, String lineRegex, int dataGroup, int targetGroup, int uriGroup) { this (input, Pattern.compile (lineRegex), dataGroup, targetGroup, uriGroup); } public CsvIterator (String filename, String lineRegex, int dataGroup, int targetGroup, int uriGroup) throws java.io.FileNotFoundException { this (new FileReader (new File(filename)), Pattern.compile (lineRegex), dataGroup, targetGroup, uriGroup); } // The PipeInputIterator interface public Instance next () { String uriStr = null; String data = null; String target = null; Matcher matcher = lineRegex.matcher(currentLine); if (matcher.find()) { if (uriGroup > 0) uriStr = matcher.group(uriGroup); if (targetGroup > 0) target = matcher.group(targetGroup); if (dataGroup > 0) data = matcher.group(dataGroup); } else { throw new IllegalStateException ("Line #"+reader.getLineNumber()+" does not match regex:\n" + currentLine); } String uri; if (uriStr == null) { uri = "csvline:"+reader.getLineNumber(); } else { uri = uriStr; } assert (data != null); Instance carrier = new Instance (data, target, uri, null); try { this.currentLine = reader.readLine(); } catch (IOException e) { throw new IllegalStateException (); } return carrier; } public boolean hasNext () { return currentLine != null; } public void remove () { throw new IllegalStateException ("This Iterator<Instance> does not support remove()."); } }