/** @param args */
public static void main(String[] args) {
// TODO Auto-generated method stub
/* Check if user has provided a directory where the dynamic analysis results are stored */
if (args.length == 0) {
System.out.println(
"Usage: java InAppAttributeExtractor <directory_that_stores_appDirectories_per_categoryDirectory>");
System.exit(0);
}
/* keep track of metrics among different experiments */
double minLCH = 0.0;
double maxLCH = 3.6;
double minRESNIK = 0;
double maxRESNIK = 12;
double minPath = 0.0;
double maxPath = 1.0;
double minLin = 0.0;
double maxLin = 1.0;
double minLESK = 0;
double maxLESK = 125;
double minWLESK = 0;
double maxWLESK = 1;
/* Set the min support for opportunities */
Preferences.MIN_OPPORTUNITY_ABSOLUTE_SUPPORT = 0;
/* Set the strategy */
Preferences.RANDOM_STRATEGY = false;
// Evaluator.testOp = "age";
Log evalLogger = new Log("eval" + Evaluator.testOp + ".txt");
// for(double thr = minLesk; thr <= maxLesk; thr += 0.1){
// for(double thr = minRESNIK; thr <= maxRESNIK; thr += 2){
// for(double thr = minLCH; thr <= maxLCH; thr += 0.2){
// for(double thr = minWLESK; thr <= maxWLESK; thr += 0.1){
init();
// Preferences.LCH_ATTRIBUTE_THRESHOLD = 2.8;
// Preferences.LESK_INTEREST_THRESHOLD = 0.8;
Preferences.LCH_ATTRIBUTE_THRESHOLD = 2.6;
Preferences.LESK_INTEREST_THRESHOLD = 0.4;
Preferences.SIMILARITY_DEFAULT = 0;
/* GET A WORDNET DICTIONARY */
InAppAttributeExtractor.dict = Utils.constructWordNetDictionary();
/* CREATE LOGGER */
InAppAttributeExtractor.logger = new Log(Preferences.loggingFilename);
/* LOAD GROUND TRUTH */
Loader.loadGroundTruth(
groundTruth,
gtOpFrequencies,
Preferences.MIN_OPPORTUNITY_ABSOLUTE_SUPPORT,
"groundTruth2.txt");
Stats.logApkPerOp(groundTruth, gtOpFrequencies);
// Utils.printOpportunitiesKeys(groundTruth);
/* LOAD OPPORTUNITIES */
Loader.loadOpportunities(
opportunities,
gtOpFrequencies,
Preferences.MIN_OPPORTUNITY_ABSOLUTE_SUPPORT,
"Opportunities.txt");
// Utils.printOpportunitiesKeys(opportunities);
/* LOAD PERMISSION-OPPORTUNITIES MAP */
Loader.loadPermissionOpportunitiesMap(
opportunities, permissionOpportunitiesMap, "PermissionOpportunities.txt");
// Utils.printPermissionOpportunitiesMap(permissionOpportunitiesMap);
/* TRAVERSE LOCAL FILES OF EACH APP */
HashMap<String, HashMap<String, ArrayList<FoundOpportunity>>> categoryResult =
MyParser.parse2(args[0], permissionOpportunitiesMap, opportunities);
Utils.logResult(categoryResult);
/* LOG UNIQUE OPS PER APK IN SELECTED CATEGORIES */
HashSet<String> selected_cats = new HashSet<String>();
selected_cats.add("MEDICAL");
selected_cats.add("HEALTH_AND_FITNESS");
Utils.logUniqueResult(categoryResult, selected_cats, opportunities);
// tmp print the term frequencies
Utils.logInterestTermFrequencies(
InAppAttributeExtractor.interestFreqPerCat, Preferences.termFreqFname);
Utils.logPackages(InAppAttributeExtractor.packages, Preferences.packageLoggerFname);
// TreeMap<String, AppPackage> selection =
// Utils.getRandomSelection(InAppAttributeExtractor.packages, 1,
// InAppAttributeExtractor.packages.size(), 300);
// Utils.logPackages(selection, Preferences.selectedPackageLoggerFname);
/* TOOL EVALUATION */
Evaluator.evaluate(categoryResult, groundTruth, opportunities);
evalLogger.info(
"LCH attr = "
+ Preferences.LCH_ATTRIBUTE_THRESHOLD
+ "LCH interest = "
+ Preferences.LESK_INTEREST_THRESHOLD
+ ", TP = "
+ Evaluator.TP
+ ", FP = "
+ Evaluator.FP
+ ", TN = "
+ Evaluator.TN
+ ", FN = "
+ Evaluator.FN);
Evaluator.init();
// }
}
