private void start(CmdArgs args) {
String action = args.get("action", "").toLowerCase();
args.put("graph.location", "./graph-cache");
if (action.equals("import")) {
String vehicle = args.get("vehicle", "car").toLowerCase();
args.put("graph.flagEncoders", vehicle);
args.put("osmreader.osm", args.get("datasource", ""));
// standard should be to remove disconnected islands
args.put("prepare.minNetworkSize", 200);
args.put("prepare.minOneWayNetworkSize", 200);
GraphHopper hopper = new GraphHopper().init(args);
hopper.setCHEnable(false);
hopper.importOrLoad();
} else if (action.equals("match")) {
GraphHopper hopper = new GraphHopper().init(args);
hopper.setCHEnable(false);
logger.info("loading graph from cache");
hopper.load("./graph-cache");
FlagEncoder firstEncoder = hopper.getEncodingManager().fetchEdgeEncoders().get(0);
GraphHopperStorage graph = hopper.getGraphHopperStorage();
int gpxAccuracy = args.getInt("gpxAccuracy", 15);
String instructions = args.get("instructions", "");
logger.info("Setup lookup index. Accuracy filter is at " + gpxAccuracy + "m");
LocationIndexMatch locationIndex =
new LocationIndexMatch(graph, (LocationIndexTree) hopper.getLocationIndex(), gpxAccuracy);
MapMatching mapMatching = new MapMatching(graph, locationIndex, firstEncoder);
mapMatching.setSeparatedSearchDistance(args.getInt("separatedSearchDistance", 500));
mapMatching.setMaxNodesToVisit(args.getInt("maxNodesToVisit", 1000));
mapMatching.setForceRepair(args.getBool("forceRepair", false));
// do the actual matching, get the GPX entries from a file or via stream
String gpxLocation = args.get("gpx", "");
File[] files = getFiles(gpxLocation);
logger.info("Now processing " + files.length + " files");
StopWatch importSW = new StopWatch();
StopWatch matchSW = new StopWatch();
Translation tr = new TranslationMap().doImport().get(instructions);
for (File gpxFile : files) {
try {
importSW.start();
List<GPXEntry> inputGPXEntries =
new GPXFile().doImport(gpxFile.getAbsolutePath()).getEntries();
importSW.stop();
matchSW.start();
MatchResult mr = mapMatching.doWork(inputGPXEntries);
matchSW.stop();
System.out.println(gpxFile);
System.out.println(
"\tmatches:\t"
+ mr.getEdgeMatches().size()
+ ", gps entries:"
+ inputGPXEntries.size());
System.out.println(
"\tgpx length:\t"
+ (float) mr.getGpxEntriesLength()
+ " vs "
+ (float) mr.getMatchLength());
System.out.println(
"\tgpx time:\t"
+ mr.getGpxEntriesMillis() / 1000f
+ " vs "
+ mr.getMatchMillis() / 1000f);
String outFile = gpxFile.getAbsolutePath() + ".res.gpx";
System.out.println("\texport results to:" + outFile);
InstructionList il;
if (instructions.isEmpty()) {
il = new InstructionList(null);
} else {
AltResponse matchGHRsp = new AltResponse();
Path path = mapMatching.calcPath(mr);
new PathMerger().doWork(matchGHRsp, Collections.singletonList(path), tr);
il = matchGHRsp.getInstructions();
}
new GPXFile(mr, il).doExport(outFile);
} catch (Exception ex) {
importSW.stop();
matchSW.stop();
logger.error("Problem with file " + gpxFile + " Error: " + ex.getMessage());
}
}
System.out.println(
"gps import took:" + importSW.getSeconds() + "s, match took: " + matchSW.getSeconds());
} else if (action.equals("getbounds")) {
String gpxLocation = args.get("gpx", "");
File[] files = getFiles(gpxLocation);
BBox bbox = BBox.createInverse(false);
for (File gpxFile : files) {
List<GPXEntry> inputGPXEntries =
new GPXFile().doImport(gpxFile.getAbsolutePath()).getEntries();
for (GPXEntry entry : inputGPXEntries) {
if (entry.getLat() < bbox.minLat) {
bbox.minLat = entry.getLat();
}
if (entry.getLat() > bbox.maxLat) {
bbox.maxLat = entry.getLat();
}
if (entry.getLon() < bbox.minLon) {
bbox.minLon = entry.getLon();
}
if (entry.getLon() > bbox.maxLon) {
bbox.maxLon = entry.getLon();
}
}
}
System.out.println("max bounds: " + bbox);
// show download only for small areas
if (bbox.maxLat - bbox.minLat < 0.1 && bbox.maxLon - bbox.minLon < 0.1) {
double delta = 0.01;
System.out.println(
"Get small areas via\n"
+ "wget -O extract.osm 'http://overpass-api.de/api/map?bbox="
+ (bbox.minLon - delta)
+ ","
+ (bbox.minLat - delta)
+ ","
+ (bbox.maxLon + delta)
+ ","
+ (bbox.maxLat + delta)
+ "'");
}
} else {
System.out.println(
"Usage: Do an import once, then do the matching\n"
+ "./map-matching action=import datasource=your.pbf\n"
+ "./map-matching action=match gpx=your.gpx\n"
+ "./map-matching action=match gpx=.*gpx\n\n"
+ "Or start in-built matching web service\n"
+ "./map-matching action=start-server\n\n");
}
}
void contractNodes() {
meanDegree = g.getAllEdges().getMaxId() / g.getNodes();
int level = 1;
counter = 0;
int initSize = sortedNodes.getSize();
int logSize =
(int) Math.round(Math.max(10, sortedNodes.getSize() / 100 * logMessagesPercentage));
if (logMessagesPercentage == 0) logSize = Integer.MAX_VALUE;
// preparation takes longer but queries are slightly faster with preparation
// => enable it but call not so often
boolean periodicUpdate = true;
StopWatch periodSW = new StopWatch();
int updateCounter = 0;
int periodicUpdatesCount =
Math.max(10, sortedNodes.getSize() / 100 * periodicUpdatesPercentage);
if (periodicUpdatesPercentage == 0) periodicUpdate = false;
// disable as preparation is slower and query time does not benefit
int lastNodesLazyUpdates =
lastNodesLazyUpdatePercentage == 0
? 0
: sortedNodes.getSize() / 100 * lastNodesLazyUpdatePercentage;
StopWatch lazySW = new StopWatch();
// Recompute priority of uncontracted neighbors.
// Without neighborupdates preparation is faster but we need them
// to slightly improve query time. Also if not applied too often it decreases the shortcut
// number.
boolean neighborUpdate = true;
if (neighborUpdatePercentage == 0) neighborUpdate = false;
StopWatch neighborSW = new StopWatch();
LevelGraphStorage lg = ((LevelGraphStorage) g);
while (!sortedNodes.isEmpty()) {
// periodically update priorities of ALL nodes
if (periodicUpdate && counter > 0 && counter % periodicUpdatesCount == 0) {
periodSW.start();
sortedNodes.clear();
int len = g.getNodes();
for (int node = 0; node < len; node++) {
if (g.getLevel(node) != 0) continue;
int priority = oldPriorities[node] = calculatePriority(node);
sortedNodes.insert(node, priority);
}
periodSW.stop();
updateCounter++;
}
if (counter % logSize == 0) {
// TODO necessary?
System.gc();
logger.info(
Helper.nf(counter)
+ ", updates:"
+ updateCounter
+ ", nodes: "
+ Helper.nf(sortedNodes.getSize())
+ ", shortcuts:"
+ Helper.nf(newShortcuts)
+ ", dijkstras:"
+ Helper.nf(dijkstraCount)
+ ", t(dijk):"
+ (int) dijkstraSW.getSeconds()
+ ", t(period):"
+ (int) periodSW.getSeconds()
+ ", t(lazy):"
+ (int) lazySW.getSeconds()
+ ", t(neighbor):"
+ (int) neighborSW.getSeconds()
+ ", meanDegree:"
+ (long) meanDegree
+ ", algo:"
+ algo.getMemoryUsageAsString()
+ ", "
+ Helper.getMemInfo());
dijkstraSW = new StopWatch();
periodSW = new StopWatch();
lazySW = new StopWatch();
neighborSW = new StopWatch();
}
counter++;
int polledNode = sortedNodes.pollKey();
if (sortedNodes.getSize() < lastNodesLazyUpdates) {
lazySW.start();
int priority = oldPriorities[polledNode] = calculatePriority(polledNode);
if (!sortedNodes.isEmpty() && priority > sortedNodes.peekValue()) {
// current node got more important => insert as new value and contract it later
sortedNodes.insert(polledNode, priority);
lazySW.stop();
continue;
}
lazySW.stop();
}
// contract!
newShortcuts += addShortcuts(polledNode);
g.setLevel(polledNode, level);
level++;
EdgeSkipIterator iter = vehicleAllExplorer.setBaseNode(polledNode);
while (iter.next()) {
int nn = iter.getAdjNode();
if (g.getLevel(nn) != 0)
// already contracted no update necessary
continue;
if (neighborUpdate && rand.nextInt(100) < neighborUpdatePercentage) {
neighborSW.start();
int oldPrio = oldPriorities[nn];
int priority = oldPriorities[nn] = calculatePriority(nn);
if (priority != oldPrio) sortedNodes.update(nn, oldPrio, priority);
neighborSW.stop();
}
if (removesHigher2LowerEdges) lg.disconnect(vehicleAllTmpExplorer, iter);
}
}
// Preparation works only once so we can release temporary data.
// The preparation object itself has to be intact to create the algorithm.
close();
logger.info(
"took:"
+ (int) allSW.stop().getSeconds()
+ ", new shortcuts: "
+ newShortcuts
+ ", "
+ prepareWeighting
+ ", "
+ prepareEncoder
+ ", removeHigher2LowerEdges:"
+ removesHigher2LowerEdges
+ ", dijkstras:"
+ dijkstraCount
+ ", t(dijk):"
+ (int) dijkstraSW.getSeconds()
+ ", t(period):"
+ (int) periodSW.getSeconds()
+ ", t(lazy):"
+ (int) lazySW.getSeconds()
+ ", t(neighbor):"
+ (int) neighborSW.getSeconds()
+ ", meanDegree:"
+ (long) meanDegree
+ ", initSize:"
+ initSize
+ ", periodic:"
+ periodicUpdatesPercentage
+ ", lazy:"
+ lastNodesLazyUpdatePercentage
+ ", neighbor:"
+ neighborUpdatePercentage);
}
public void runShortestPathPerf(int runs, RoutingAlgorithm algo) throws Exception {
BBox bbox = unterfrankenGraph.getBounds();
double minLat = bbox.minLat, minLon = bbox.minLon;
double maxLat = bbox.maxLat, maxLon = bbox.maxLon;
if (unterfrankenGraph instanceof LevelGraph) {
if (algo instanceof DijkstraBidirectionRef)
algo = new PrepareContractionHierarchies().setGraph(unterfrankenGraph).createAlgo();
// algo = new
// PrepareSimpleShortcuts().setGraph(unterfrankenGraph).createAlgo();
else if (algo instanceof AStarBidirection)
algo = new PrepareSimpleShortcuts().setGraph(unterfrankenGraph).createAStar();
else
// level graph accepts all algorithms but normally we want to use an optimized one
throw new IllegalStateException(
"algorithm which boosts query time for levelgraph not found " + algo);
logger.info("[experimental] using shortcuts with " + algo);
} else logger.info("running " + algo);
Random rand = new Random(123);
StopWatch sw = new StopWatch();
// System.out.println("cap:" + ((GraphStorage) unterfrankenGraph).capacity());
for (int i = 0; i < runs; i++) {
double fromLat = rand.nextDouble() * (maxLat - minLat) + minLat;
double fromLon = rand.nextDouble() * (maxLon - minLon) + minLon;
// sw.start();
int from = idx.findID(fromLat, fromLon);
double toLat = rand.nextDouble() * (maxLat - minLat) + minLat;
double toLon = rand.nextDouble() * (maxLon - minLon) + minLon;
int to = idx.findID(toLat, toLon);
// sw.stop();
// logger.info(i + " " + sw + " from (" + from + ")" + fromLat + ", " + fromLon
// + " to (" + to + ")" + toLat + ", " + toLon);
if (from == to) {
logger.warn("skipping i " + i + " from==to " + from);
continue;
}
algo.clear();
sw.start();
Path p = algo.calcPath(from, to);
sw.stop();
if (!p.found()) {
// there are still paths not found cause of oneway motorways => only routable in one
// direction
// e.g. unterfrankenGraph.getLatitude(798809) + "," + unterfrankenGraph.getLongitude(798809)
logger.warn(
"no route found for i="
+ i
+ " !? "
+ "graph-from "
+ from
+ "("
+ fromLat
+ ","
+ fromLon
+ "), "
+ "graph-to "
+ to
+ "("
+ toLat
+ ","
+ toLon
+ ")");
continue;
}
if (i % 20 == 0)
logger.info(i + " " + sw.getSeconds() / (i + 1) + " secs/run"); // (" + p + ")");
}
}