package ca.pfv.spmf.test;
import java.io.IOException;
import java.io.UnsupportedEncodingException;
import java.net.URL;
import ca.pfv.spmf.algorithms.sequentialpatterns.BIDE_and_prefixspan_with_strings.AlgoPrefixSpan_with_Strings;
import ca.pfv.spmf.input.sequence_database_list_strings.SequenceDatabase;
/**
* Example of how to use the Prefixspan algorithms with strings,
* from source code.
* @author Philippe Fournier-Viger
*/
public class MainTestPrefixSpan_WithStrings_saveToMemory {
public static void main(String [] arg) throws IOException{
// Load a sequence database
SequenceDatabase sequenceDatabase = new SequenceDatabase();
sequenceDatabase.loadFile(fileToPath("contextPrefixSpanStrings.txt"));
// print the database to console
sequenceDatabase.printDatabase();
// Create an instance of the algorithm with minsup = 50 %
AlgoPrefixSpan_with_Strings algo = new AlgoPrefixSpan_with_Strings();
// execute the algorithm
algo.runAlgorithm(sequenceDatabase, null, 2);
algo.printStatistics(sequenceDatabase.size());
}
public static String fileToPath(String filename) throws UnsupportedEncodingException{
URL url = MainTestPrefixSpan_WithStrings_saveToMemory.class.getResource(filename);
return java.net.URLDecoder.decode(url.getPath(),"UTF-8");
}
}