public void run() {
// method = new StatisticalBestLocal();
// mt.test(method, trainDataSource, testDataSource);
method = new Statistical();
for (int i = 0; i < nom.length; i++) {
for (int j = 0; j < num.length; j++) {
for (int k = 0; k < list.length; k++) {
method.setNominalNorm(nom[i]);
if (num[j] instanceof prefwork.normalizer.THOrdinalNormalizer) {
for (int k2 = 1; k2 < 5; k2++) {
prefwork.normalizer.THOrdinalNormalizer th =
(prefwork.normalizer.THOrdinalNormalizer) num[j];
th.setMode(new String[] {"", "" + k2});
method.setNumericalNorm(num[j]);
method.setListNorm(list[k]);
mt.test(method, trainDataSource, testDataSource);
}
} else {
method.setNumericalNorm(num[j]);
method.setListNorm(list[k]);
mt.test(method, trainDataSource, testDataSource);
}
}
}
}
semRuns.release();
}
@SuppressWarnings("unchecked")
public void test() {
try {
confMonoTests.setFileName("confMonoTests.xml");
confDbs.setFileName("confDbs.xml");
confDatasources.setFileName("confDatasources.xml");
confMonoTests.load();
confDbs.load();
confDatasources.load();
List<String> runs = confMonoTests.getList("run");
log.info("Start of testing");
// runs = new TestRun[confRuns.getInt("threads")];
int numRuns = confMonoTests.getInt("threads");
String resultsFile = "";
semRuns = new Semaphore(numRuns);
// Iterate through runs
for (String run : runs) {
int dbId = 0;
run = "runs." + run;
// Iterate through dbs
while (confMonoTests.getProperty(run + ".dbs.db(" + dbId + ").name") != null) {
String dbName = confMonoTests.getString(run + ".dbs.db(" + dbId + ").name");
List<String> datasources =
confMonoTests.getList(run + ".dbs.db(" + dbId + ").datasources");
int datasourceId = 0;
// Iterate through datasources
for (String datasourceName : datasources) {
int methodId = 0;
// Load possible normalizers
List<String> numericalNorms =
confMonoTests.getList(run + ".normalizers.numericalNormalizer");
List<String> nominalNormalizers =
confMonoTests.getList(run + ".normalizers.nominalNormalizer");
List<String> listNormalizer =
confMonoTests.getList(run + ".normalizers.listNormalizer");
// Iterate through tests
if (confMonoTests.getProperty(run + ".test.path") != null) {
synchronized (semRuns) {
// Waiting for a free slot;
semRuns.acquire();
System.gc();
BasicDataSource trainDataSource = getDataSource(datasourceName, dbName);
trainDataSource.configDriver(confMonoTests, run + ".dbs.db(" + dbId + ")");
trainDataSource.configDataSource(
confMonoTests, run + ".dbs.db(" + dbId + ").datasources(" + datasourceId + ")");
BasicDataSource testDataSource = getDataSource(datasourceName, dbName);
testDataSource.configDriver(confMonoTests, run + ".dbs.db(" + dbId + ")");
testDataSource.configDataSource(
confMonoTests, run + ".dbs.db(" + dbId + ").datasources(" + datasourceId + ")");
MonotonicityTest mt = new MonotonicityTest();
mt.configTest(confMonoTests, run + ".test");
log.info("Testing datasource " + trainDataSource.getName());
// Making new thread for a new test.
new TestRun(
this,
mt,
trainDataSource,
testDataSource,
getNorms(nominalNormalizers),
getNorms(numericalNorms),
getNorms(listNormalizer))
.start();
// Wait 1 second for avoid of the colision
// in writing of results.
Thread.sleep(1000);
}
}
datasourceId++;
}
dbId++;
}
}
// Waiting for all other threads to finish.
for (int i = 0; i < numRuns; i++) semRuns.acquire();
log.info("End of testing");
Process p = Runtime.getRuntime().exec("cmd ", null, null);
p.getOutputStream().write(("loadResults.bat " + resultsFile + "\n").getBytes());
p.getOutputStream().flush();
p.getOutputStream().write("exit\n".getBytes());
p.getOutputStream().flush();
BufferedReader stdOut = new BufferedReader(new InputStreamReader(p.getInputStream()));
BufferedReader stdErr = new BufferedReader(new InputStreamReader(p.getErrorStream()));
while (true) {
try {
p.exitValue();
break;
} catch (Exception e) {
while (stdOut.ready() || stdErr.ready()) {
if (stdOut.ready()) stdOut.readLine();
else stdErr.readLine();
}
}
}
p.waitFor();
} catch (Exception e) {
e.printStackTrace();
}
}
