private static boolean getNumberOfLines(File file, int total, float mean) {
try {
double difSum = 0;
long last, actual;
int nLines = 0;
Scanner scan = new Scanner(file);
scan.useLocale(Locale.US);
if (scan.hasNextLine()) {
scan.nextLine();
if (scan.hasNextLong() && scan.hasNextLine()) {
last = scan.nextLong();
nLines++;
scan.nextLine();
} else {
scan.close();
return false;
}
} else {
scan.close();
return false;
}
while (scan.hasNextLong()) {
actual = scan.nextLong();
nLines++;
difSum += actual - last;
last = actual;
if (scan.hasNextLine()) {
scan.nextLine();
} else {
break;
}
}
scan.close();
total = nLines;
mean = (float) difSum / (total - 1);
return true;
} catch (FileNotFoundException e1) {
return false;
}
}
/** Leicht antiquierte Funktion, um das eigentliche Mesh zu laden */
private boolean doLoad() {
try {
ArrayList<Vec3> v = new ArrayList<Vec3>();
ArrayList<Vec3> vn = new ArrayList<Vec3>();
ArrayList<Vec3> vt = new ArrayList<Vec3>();
ArrayList<Triangle3D> f = new ArrayList<Triangle3D>();
Scanner in = new Scanner(infile);
in.useLocale(java.util.Locale.US); // Punkt statt Komma...
while (in.hasNextLine()) {
String line = in.nextLine().trim();
String[] tokens = line.split(" ");
if (tokens[0].equals("v")) {
// Neuen Vertex einlesen von der Form:
// v 0.83912 -1.14377 -1.11928
v.add(
new Vec3(new Double(tokens[1]), new Double(tokens[2]), new Double(tokens[3]))
.plus(origin));
}
if (tokens[0].equals("vn")) {
// Neue Normale einlesen von der Form:
// vn 0.99454 0.0172 0.10289
vn.add(
new Vec3(new Double(tokens[1]), new Double(tokens[2]), new Double(tokens[3]))
.normalized());
}
if (tokens[0].equals("vt")) {
// Neue Texturkoordinate einlesen von der Form:
// vt 0.33333333 0.66666667
vt.add(new Vec3(new Double(tokens[1]), new Double(tokens[2]), 0.0));
}
if (tokens[0].equals("f")) {
// Neues Dreieck einlesen. Es wird angenommen, dass
// jetzt schon die entsprechenden Vertices und
// Normalen definiert sind. Sonst knallt's. Form:
// f 611//21799 10911//21799 3904//21799
// Also: Vertex//Normale, jeweils der Index
if (tokens.length != 4) {
System.err.println("FEHLER! Das ist kein TriMesh!");
return false;
}
String p1[] = tokens[1].split("/");
String p2[] = tokens[2].split("/");
String p3[] = tokens[3].split("/");
// Beachten, dass die Indizes in OBJ-Files bei 1
// anfangen..........
Vec3[] verts =
new Vec3[] {
v.get(new Integer(p1[0]) - 1),
v.get(new Integer(p2[0]) - 1),
v.get(new Integer(p3[0]) - 1)
};
Vec3[] norms =
new Vec3[] {
vn.get(new Integer(p1[2]) - 1),
vn.get(new Integer(p2[2]) - 1),
vn.get(new Integer(p3[2]) - 1)
};
Vec3[] tex = null;
if (!p1[1].equals("")) {
tex =
new Vec3[] {
vt.get(new Integer(p1[1]) - 1),
vt.get(new Integer(p2[1]) - 1),
vt.get(new Integer(p3[1]) - 1)
};
}
f.add(new Triangle3D(verts, norms, tex, mat, smooth));
}
}
out = f.toArray(new RenderingPrimitive[0]);
} catch (Exception e) {
e.printStackTrace();
}
return true;
}
public static boolean generateTrainingFile(
String sensorDataFolder,
String sensorDataFile,
String sensorMarksFolder,
String sensorMarksFile,
String outFolder,
String outFile,
Context context) {
IWindowData windowData = new WindowHalfOverlap(128);
IFeatures myFeatures = new MyFeatures();
Scanner scanSD = null, scanSM = null;
File sensorData = MyUtil.getSDFile(sensorDataFolder, sensorDataFile);
File sensorMarks = MyUtil.getSDFile(sensorMarksFolder, sensorMarksFile);
try {
scanSD = new Scanner(sensorData);
scanSD.useLocale(Locale.US);
} catch (FileNotFoundException e1) {
return false;
}
try {
scanSM = new Scanner(sensorMarks);
scanSM.useLocale(Locale.US);
} catch (FileNotFoundException e1) {
scanSD.close();
return false;
}
// progress bar
int total = getNumberOfLines(sensorData);
/*
int total = 0;
float mean = 0;
boolean correct = getNumberOfLines(sensorData, total, mean);
if(!correct){
scanSM.close();
scanSD.close();
return false;
}
Intent intent = new Intent("com.example.activityregistrator.UPDATE_HZ");
intent.putExtra("hz", 1/mean);
context.sendBroadcast(intent);
*/
float done = 0;
Long prevTimeSM, postTimeSM, timeSD = -1l, lastTimeSD = 0l, firstTimeSD = -1l;
int prevLabel, postLabel;
if (scanSM.hasNextLine()) {
scanSM.nextLine();
prevTimeSM = scanSM.nextLong();
prevLabel = scanSM.nextInt();
scanSD.nextLine();
Intent intent = new Intent("com.example.activityregistrator.UPDATE_PROGRESS");
intent.putExtra("progress", (float) ((++done) / total) * 100);
context.sendBroadcast(intent);
// find next time and label
while (scanSM.hasNextLine()) {
scanSM.nextLine();
if (!scanSM.hasNextLong()) break;
Log.d(TAG, "prevTimeSM: " + prevTimeSM + "; prevLabel: " + prevLabel);
postTimeSM = scanSM.nextLong();
postLabel = scanSM.nextInt();
Log.d(TAG, "postTimeSM: " + postTimeSM + "; postLabel: " + postLabel);
// each window has unique label
windowData.clean();
// search windowData beginning
// assumption: register only label>0 --> IGNORE<=0
while (prevLabel > 0) {
if (timeSD < 0) {
if (!scanSD.hasNextLong()) {
break;
}
timeSD = scanSD.nextLong();
}
// used to calculate hz
lastTimeSD = timeSD;
if (firstTimeSD < 0) firstTimeSD = timeSD;
if (timeSD >= prevTimeSM) {
if (timeSD <= postTimeSM) {
Log.d(TAG, "timeSD: " + timeSD);
// add x y z to windowData
float[] linearAccel = {scanSD.nextFloat(), scanSD.nextFloat(), scanSD.nextFloat()};
if (windowData.addData((float) vecLength(linearAccel))) {
// we have a complete windowData
// calculate features
float[] features = myFeatures.getFeatures(windowData);
// save to libsvm file with the correct label
String[] textToFile = new String[1];
textToFile[0] = prevLabel + " ";
for (int i = 0; i < features.length; i++) {
textToFile[0] += (i + 1) + ":" + features[i] + " ";
}
MyUtil.writeToSDFile(textToFile, outFolder, outFile, true);
}
if (scanSD.hasNextLine()) {
scanSD.nextLine();
intent = new Intent("com.example.activityregistrator.UPDATE_PROGRESS");
intent.putExtra("progress", (float) ((++done) / total) * 100);
context.sendBroadcast(intent);
timeSD = -1l; // get nextLong()
} else {
break;
}
} else {
break;
}
} else {
if (scanSD.hasNextLine()) {
scanSD.nextLine();
intent = new Intent("com.example.activityregistrator.UPDATE_PROGRESS");
intent.putExtra("progress", (float) ((++done) / total) * 100);
context.sendBroadcast(intent);
timeSD = -1l; // get nextLong()
} else {
break;
}
}
}
prevTimeSM = postTimeSM;
prevLabel = postLabel;
}
}
scanSD.close();
scanSM.close();
Intent intent = new Intent("com.example.activityregistrator.UPDATE_HZ");
intent.putExtra("hz", done / (((float) (lastTimeSD - firstTimeSD)) / 1000f));
context.sendBroadcast(intent);
Log.d(TAG, "[firstTimeSD,lastTimeSD,done]: " + firstTimeSD + " " + lastTimeSD + " " + done);
return true;
}
