/*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
*/
/*
* Randomize.java
* Copyright (C) 1999 Len Trigg
*
*/
package weka.filters.unsupervised.instance;
import weka.filters.*;
import java.io.*;
import java.util.*;
import weka.core.*;
/**
* This filter randomly shuffles the order of instances passed through it.
* The random number generator is reset with the seed value whenever
* setInputFormat() is called. <p>
*
* Valid filter-specific options are:<p>
*
* -S num <br>
* Specify the random number seed (default 42).<p>
*
* @author Len Trigg (trigg@cs.waikato.ac.nz)
* @version $Revision: 1.1.1.1 $
*/
public class Randomize extends Filter implements UnsupervisedFilter,
OptionHandler {
/** The random number seed */
protected int m_Seed = 42;
/** The current random number generator */
protected Random m_Random;
/**
* Returns an enumeration describing the available options.
*
* @return an enumeration of all the available options.
*/
public Enumeration listOptions() {
Vector newVector = new Vector(1);
newVector.addElement(new Option(
"\tSpecify the random number seed (default 42)",
"S", 1, "-S <num>"));
return newVector.elements();
}
/**
* Parses a list of options for this object. Valid options are:<p>
*
* -S num <br>
* Specify the random number seed (default 42).<p>
*
* @param options the list of options as an array of strings
* @exception Exception if an option is not supported
*/
public void setOptions(String[] options) throws Exception {
String seedString = Utils.getOption('S', options);
if (seedString.length() != 0) {
setRandomSeed(Integer.parseInt(seedString));
} else {
setRandomSeed(42);
}
if (getInputFormat() != null) {
setInputFormat(getInputFormat());
}
}
/**
* Gets the current settings of the filter.
*
* @return an array of strings suitable for passing to setOptions
*/
public String [] getOptions() {
String [] options = new String [2];
int current = 0;
options[current++] = "-S"; options[current++] = "" + getRandomSeed();
while (current < options.length) {
options[current++] = "";
}
return options;
}
/**
* Get the random number generator seed value.
*
* @return random number generator seed value.
*/
public int getRandomSeed() {
return m_Seed;
}
/**
* Set the random number generator seed value.
*
* @param newRandomSeed value to use as the random number generator seed.
*/
public void setRandomSeed(int newRandomSeed) {
m_Seed = newRandomSeed;
}
/**
* Sets the format of the input instances.
*
* @param instanceInfo an Instances object containing the input instance
* structure (any instances contained in the object are ignored - only the
* structure is required).
* @return true if the outputFormat may be collected immediately
*/
public boolean setInputFormat(Instances instanceInfo) throws Exception {
super.setInputFormat(instanceInfo);
setOutputFormat(instanceInfo);
m_Random = new Random(m_Seed);
return true;
}
/**
* Signify that this batch of input to the filter is finished. If
* the filter requires all instances prior to filtering, output()
* may now be called to retrieve the filtered instances. Any
* subsequent instances filtered should be filtered based on setting
* obtained from the first batch (unless the setInputFormat has been
* re-assigned or new options have been set). This
* implementation randomizes all the instances received in the batch.
*
* @return true if there are instances pending output
* @exception IllegalStateException if no input format has been set.
*/
public boolean batchFinished() {
if (getInputFormat() == null) {
throw new IllegalStateException("No input instance format defined");
}
getInputFormat().randomize(m_Random);
for (int i = 0; i < getInputFormat().numInstances(); i++) {
push(getInputFormat().instance(i));
}
flushInput();
m_NewBatch = true;
return (numPendingOutput() != 0);
}
/**
* Main method for testing this class.
*
* @param argv should contain arguments to the filter: use -h for help
*/
public static void main(String [] argv) {
try {
if (Utils.getFlag('b', argv)) {
Filter.batchFilterFile(new Randomize(), argv);
} else {
Filter.filterFile(new Randomize(), argv);
}
} catch (Exception ex) {
System.out.println(ex.getMessage());
}
}
}