package ca.pfv.spmf.test;

import java.io.IOException;
import java.io.UnsupportedEncodingException;
import java.net.URL;

import ca.pfv.spmf.algorithms.sequential_rules.rulegrowth.AlgoERMiner;

/**
 * Example of how to use the ERMiner algorithm in source code.
 * 
 * @author Philippe Fournier-Viger
 */
public class MainTestERMiner {

	public static void main(String[] arg) throws IOException,
			InterruptedException {
		
		String input = fileToPath("contextPrefixSpan.txt");  // the database
		String output = ".//output.txt";  // the path for saving the frequent itemsets found

		//  Applying ERMiner algorithm with minsup = 3 sequences and minconf = 0.5
		int minsup_relative = 3;
		double minconf = 0.5;
		AlgoERMiner algo = new AlgoERMiner();
		algo.runAlgorithm(input, output, minsup_relative, minconf);
		
		// If you want to use an absolute support (percentage value), use
		// the following lines instead:
		
//		   double minsup_absolute = 0.75;  // it means 75 %
//		   AlgoERMiner algo = new AlgoERMiner();
//		   algo.runAlgorithm(minsup_absolute, minconf, input, output);

		// print statistics
		algo.printStats();

	}


	public static String fileToPath(String filename)
			throws UnsupportedEncodingException {
		URL url = MainTestERMiner.class.getResource(filename);
		return java.net.URLDecoder.decode(url.getPath(), "UTF-8");
	}
}