public static void main(String[] args) {
long startTime = System.currentTimeMillis();
MatchingEngine obj = new MatchingEngine();
obj.run();
obj.write("fill_final.txt");
System.out.println("Run Time: " + (System.currentTimeMillis() - startTime) + "ms ");
}
public void testRunMatching()
throws XPathExpressionException, ParserConfigurationException, SAXException, IOException {
DataSet<Movie> ds = new DataSet<>();
File sourceFile1 = new File("usecase/movie/input/actors.xml");
ds.loadFromXML(sourceFile1, new MovieFactory(), "/movies/movie");
DataSet<Movie> ds2 = new DataSet<>();
File sourceFile2 = new File("usecase/movie/input/academy_awards.xml");
ds2.loadFromXML(sourceFile2, new MovieFactory(), "/movies/movie");
LinearCombinationMatchingRule<Movie> rule = new LinearCombinationMatchingRule<>(0, 0);
rule.addComparator(new MovieTitleComparator(), 0.5);
rule.addComparator(new MovieDirectorComparatorLevenshtein(), 0.25);
rule.addComparator(new MovieDateComparator(), 0.25);
Blocker<Movie> blocker = new CrossProductBlocker<>();
MatchingEngine<Movie> engine = new MatchingEngine<>(rule, blocker);
engine.runMatching(ds, ds2);
}
public void testGenerateFeaturesForOptimisation()
throws XPathExpressionException, ParserConfigurationException, SAXException, IOException {
DataSet<Movie> ds = new DataSet<>();
File sourceFile1 = new File("usecase/movie/input/actors.xml");
ds.loadFromXML(sourceFile1, new MovieFactory(), "/movies/movie");
DataSet<Movie> ds2 = new DataSet<>();
File sourceFile2 = new File("usecase/movie/input/academy_awards.xml");
ds2.loadFromXML(sourceFile2, new MovieFactory(), "/movies/movie");
LinearCombinationMatchingRule<Movie> rule = new LinearCombinationMatchingRule<>(0, 0);
rule.addComparator(new MovieTitleComparator(), 0.5);
rule.addComparator(new MovieDirectorComparatorLevenshtein(), 0.25);
rule.addComparator(new MovieDateComparator(), 0.25);
Blocker<Movie> blocker = new CrossProductBlocker<>();
MatchingEngine<Movie> engine = new MatchingEngine<>(rule, blocker);
GoldStandard gs = new GoldStandard();
gs.loadFromCSVFile(new File("usecase/movie/goldstandard/gs_academy_awards_2_actors.csv"));
engine.generateTrainingDataForLearning(ds, ds2, gs);
}
