package ca.pfv.spmf.test;
import java.io.IOException;
import java.io.UnsupportedEncodingException;
import java.net.URL;
import java.util.List;
import ca.pfv.spmf.algorithms.sequentialpatterns.BIDE_and_prefixspan.AlgoPrefixSpan;
import ca.pfv.spmf.algorithms.sequentialpatterns.BIDE_and_prefixspan.SequentialPattern;
import ca.pfv.spmf.algorithms.sequentialpatterns.BIDE_and_prefixspan.SequentialPatterns;
import ca.pfv.spmf.input.sequence_database_list_integers.SequenceDatabase;
/**
* Example of how to use the PrefixSpan algorithm in source code.
* @author Philippe Fournier-Viger
*/
public class MainTestPrefixSpan_saveToMemory {
public static void main(String [] arg) throws IOException{
// Load a sequence database
SequenceDatabase sequenceDatabase = new SequenceDatabase();
sequenceDatabase.loadFile(fileToPath("contextPrefixSpan.txt"));
// print the database to console
sequenceDatabase.print();
// Create an instance of the algorithm
AlgoPrefixSpan algo = new AlgoPrefixSpan();
// algo.setMaximumPatternLength(3);
// if you set the following parameter to true, the sequence ids of the sequences where
// each pattern appears will be shown in the result
algo.setShowSequenceIdentifiers(false);
// execute the algorithm with minsup = 50 %
SequentialPatterns patterns = algo.runAlgorithm(sequenceDatabase, 0.4, null);
algo.printStatistics(sequenceDatabase.size());
// System.out.println(" == PATTERNS ==");
// for(List<SequentialPattern> level : patterns.levels) {
// for(SequentialPattern pattern : level){
// System.out.println(pattern + " support : " + pattern.getAbsoluteSupport());
// }
// }
}
public static String fileToPath(String filename) throws UnsupportedEncodingException{
URL url = MainTestPrefixSpan_saveToMemory.class.getResource(filename);
return java.net.URLDecoder.decode(url.getPath(),"UTF-8");
}
}