void printChanges(OcTree& tree){
unsigned int changedOccupied = 0;
unsigned int changedFree = 0;
unsigned int actualOccupied = 0;
unsigned int actualFree = 0;
unsigned int missingChanged = 0;
tree.expand();
// iterate through the changed nodes
KeyBoolMap::const_iterator it;
for (it=tree.changedKeysBegin(); it!=tree.changedKeysEnd(); it++) {
OcTreeNode* node = tree.search(it->first);
if (node != NULL) {
if (tree.isNodeOccupied(node)) {
changedOccupied += 1;
}
else {
changedFree += 1;
}
} else {
missingChanged +=1;
}
}
// iterate through the entire tree
for(OcTree::tree_iterator it=tree.begin_tree(),
end=tree.end_tree(); it!= end; ++it) {
if (it.isLeaf()) {
if (tree.isNodeOccupied(*it)) {
actualOccupied += 1;
}
else {
actualFree += 1;
}
}
}
cout << "change detection: " << changedOccupied << " occ; " << changedFree << " free; "<< missingChanged << " missing" << endl;
cout << "actual: " << actualOccupied << " occ; " << actualFree << " free; " << endl;
tree.prune();
}
int main(int argc, char** argv) {
//##############################################################
string btFilename = "";
unsigned char maxDepth = 16;
// test timing:
timeval start;
timeval stop;
const unsigned char tree_depth(16);
const unsigned int tree_max_val(32768);
double time_it, time_depr;
if (argc <= 1|| argc >3 || strcmp(argv[1], "-h") == 0){
printUsage(argv[0]);
}
btFilename = std::string(argv[1]);
if (argc > 2){
maxDepth = (unsigned char)atoi(argv[2]);
}
maxDepth = std::min((unsigned char)16,maxDepth);
if (maxDepth== 0)
maxDepth = tree_depth;
// iterate over empty tree:
OcTree emptyTree(0.2);
EXPECT_EQ(emptyTree.size(), 0);
EXPECT_EQ(emptyTree.calcNumNodes(), 0);
size_t iteratedNodes = 0;
OcTree::tree_iterator t_it = emptyTree.begin_tree(maxDepth);
OcTree::tree_iterator t_end = emptyTree.end_tree();
EXPECT_TRUE (t_it == t_end);
for( ; t_it != t_end; ++t_it){
iteratedNodes++;
}
EXPECT_EQ(iteratedNodes, 0);
for(OcTree::leaf_iterator l_it = emptyTree.begin_leafs(maxDepth), l_end=emptyTree.end_leafs(); l_it!= l_end; ++l_it){
iteratedNodes++;
}
EXPECT_EQ(iteratedNodes, 0);
cout << "\nReading OcTree file\n===========================\n";
OcTree* tree = new OcTree(btFilename);
if (tree->size()<= 1){
std::cout << "Error reading file, exiting!\n";
return 1;
}
size_t count;
std::list<OcTreeVolume> list_depr;
std::list<OcTreeVolume> list_iterator;
/**
* get number of nodes:
*/
gettimeofday(&start, NULL); // start timer
size_t num_leafs_recurs = tree->getNumLeafNodes();
gettimeofday(&stop, NULL); // stop timer
time_depr = timediff(start, stop);
gettimeofday(&start, NULL); // start timer
size_t num_leafs_it = 0;
for(OcTree::leaf_iterator it = tree->begin(), end=tree->end(); it!= end; ++it) {
num_leafs_it++;
}
gettimeofday(&stop, NULL); // stop timer
time_it = timediff(start, stop);
std::cout << "Number of leafs: " << num_leafs_it << " / " << num_leafs_recurs << ", times: "
<<time_it << " / " << time_depr << "\n========================\n\n";
/**
* get all occupied leafs
*/
point3d tree_center;
tree_center(0) = tree_center(1) = tree_center(2)
= (float) (((double) tree_max_val) * tree->getResolution());
gettimeofday(&start, NULL); // start timer
getLeafNodesRecurs(list_depr,maxDepth,tree->getRoot(), 0, tree_center, tree_center, tree, true);
gettimeofday(&stop, NULL); // stop timer
time_depr = timediff(start, stop);
gettimeofday(&start, NULL); // start timer
for(OcTree::iterator it = tree->begin(maxDepth), end=tree->end(); it!= end; ++it){
if(tree->isNodeOccupied(*it))
{
//count ++;
list_iterator.push_back(OcTreeVolume(it.getCoordinate(), it.getSize()));
}
}
gettimeofday(&stop, NULL); // stop timer
time_it = timediff(start, stop);
std::cout << "Occupied lists traversed, times: "
<<time_it << " / " << time_depr << "\n";
compareResults(list_iterator, list_depr);
std::cout << "========================\n\n";
/**
* get all free leafs
*/
list_iterator.clear();
list_depr.clear();
gettimeofday(&start, NULL); // start timer
for(OcTree::leaf_iterator it = tree->begin(maxDepth), end=tree->end(); it!= end; ++it) {
if(!tree->isNodeOccupied(*it))
list_iterator.push_back(OcTreeVolume(it.getCoordinate(), it.getSize()));
}
gettimeofday(&stop, NULL); // stop timer
time_it = timediff(start, stop);
gettimeofday(&start, NULL); // start timer
getLeafNodesRecurs(list_depr,maxDepth,tree->getRoot(), 0, tree_center, tree_center, tree, false);
gettimeofday(&stop, NULL); // stop timer
time_depr = timediff(start, stop);
std::cout << "Free lists traversed, times: "
<<time_it << " / " << time_depr << "\n";
compareResults(list_iterator, list_depr);
std::cout << "========================\n\n";
/**
* get all volumes
*/
list_iterator.clear();
list_depr.clear();
gettimeofday(&start, NULL); // start timer
getVoxelsRecurs(list_depr,maxDepth,tree->getRoot(), 0, tree_center, tree_center, tree->getResolution());
gettimeofday(&stop, NULL); // stop timer
time_depr = timediff(start, stop);
gettimeofday(&start, NULL); // start timers
for(OcTree::tree_iterator it = tree->begin_tree(maxDepth), end=tree->end_tree();
it!= end; ++it){
//count ++;
//std::cout << it.getDepth() << " " << " "<<it.getCoordinate()<< std::endl;
list_iterator.push_back(OcTreeVolume(it.getCoordinate(), it.getSize()));
}
gettimeofday(&stop, NULL); // stop timer
time_it = timediff(start, stop);
list_iterator.sort(OcTreeVolumeSortPredicate);
list_depr.sort(OcTreeVolumeSortPredicate);
std::cout << "All inner lists traversed, times: "
<<time_it << " / " << time_depr << "\n";
compareResults(list_iterator, list_depr);
std::cout << "========================\n\n";
// traverse all leaf nodes, timing:
gettimeofday(&start, NULL); // start timers
count = 0;
for(OcTree::iterator it = tree->begin(maxDepth), end=tree->end();
it!= end; ++it){
// do something:
// std::cout << it.getDepth() << " " << " "<<it.getCoordinate()<< std::endl;
count++;
}
gettimeofday(&stop, NULL); // stop timer
time_it = timediff(start, stop);
std::cout << "Time to traverse all leafs at max depth " <<(unsigned int)maxDepth <<" ("<<count<<" nodes): "<< time_it << " s\n\n";
/**
* bounding box tests
*/
//tree->expand();
// test complete tree (should be equal to no bbx)
OcTreeKey bbxMinKey, bbxMaxKey;
double temp_x,temp_y,temp_z;
tree->getMetricMin(temp_x,temp_y,temp_z);
octomap::point3d bbxMin(temp_x,temp_y,temp_z);
tree->getMetricMax(temp_x,temp_y,temp_z);
octomap::point3d bbxMax(temp_x,temp_y,temp_z);
EXPECT_TRUE(tree->coordToKeyChecked(bbxMin, bbxMinKey));
EXPECT_TRUE(tree->coordToKeyChecked(bbxMax, bbxMaxKey));
OcTree::leaf_bbx_iterator it_bbx = tree->begin_leafs_bbx(bbxMinKey,bbxMaxKey);
EXPECT_TRUE(it_bbx == tree->begin_leafs_bbx(bbxMinKey,bbxMaxKey));
OcTree::leaf_bbx_iterator end_bbx = tree->end_leafs_bbx();
EXPECT_TRUE(end_bbx == tree->end_leafs_bbx());
OcTree::leaf_iterator it = tree->begin_leafs();
EXPECT_TRUE(it == tree->begin_leafs());
OcTree::leaf_iterator end = tree->end_leafs();
EXPECT_TRUE(end == tree->end_leafs());
for( ; it!= end && it_bbx != end_bbx; ++it, ++it_bbx){
EXPECT_TRUE(it == it_bbx);
}
EXPECT_TRUE(it == end && it_bbx == end_bbx);
// now test an actual bounding box:
tree->expand(); // (currently only works properly for expanded tree (no multires)
bbxMin = point3d(-1, -1, - 1);
bbxMax = point3d(3, 2, 1);
EXPECT_TRUE(tree->coordToKeyChecked(bbxMin, bbxMinKey));
EXPECT_TRUE(tree->coordToKeyChecked(bbxMax, bbxMaxKey));
typedef unordered_ns::unordered_map<OcTreeKey, double, OcTreeKey::KeyHash> KeyVolumeMap;
KeyVolumeMap bbxVoxels;
count = 0;
for(OcTree::leaf_bbx_iterator it = tree->begin_leafs_bbx(bbxMinKey,bbxMaxKey), end=tree->end_leafs_bbx();
it!= end; ++it)
{
count++;
OcTreeKey currentKey = it.getKey();
// leaf is actually a leaf:
EXPECT_FALSE(it->hasChildren());
// leaf exists in tree:
OcTreeNode* node = tree->search(currentKey);
EXPECT_TRUE(node);
EXPECT_EQ(node, &(*it));
// all leafs are actually in the bbx:
for (unsigned i = 0; i < 3; ++i){
// if (!(currentKey[i] >= bbxMinKey[i] && currentKey[i] <= bbxMaxKey[i])){
// std::cout << "Key failed: " << i << " " << currentKey[i] << " "<< bbxMinKey[i] << " "<< bbxMaxKey[i]
// << "size: "<< it.getSize()<< std::endl;
// }
EXPECT_TRUE(currentKey[i] >= bbxMinKey[i] && currentKey[i] <= bbxMaxKey[i]);
}
bbxVoxels.insert(std::pair<OcTreeKey,double>(currentKey, it.getSize()));
}
EXPECT_EQ(bbxVoxels.size(), count);
std::cout << "Bounding box traversed ("<< count << " leaf nodes)\n\n";
// compare with manual BBX check on all leafs:
for(OcTree::leaf_iterator it = tree->begin(), end=tree->end(); it!= end; ++it) {
OcTreeKey key = it.getKey();
if ( key[0] >= bbxMinKey[0] && key[0] <= bbxMaxKey[0]
&& key[1] >= bbxMinKey[1] && key[1] <= bbxMaxKey[1]
&& key[2] >= bbxMinKey[2] && key[2] <= bbxMaxKey[2])
{
KeyVolumeMap::iterator bbxIt = bbxVoxels.find(key);
EXPECT_FALSE(bbxIt == bbxVoxels.end());
EXPECT_TRUE(key == bbxIt->first);
EXPECT_EQ(it.getSize(), bbxIt->second);
}
}
// test tree with one node:
OcTree simpleTree(0.01);
simpleTree.updateNode(point3d(10, 10, 10), 5.0f);
for(OcTree::leaf_iterator it = simpleTree.begin_leafs(maxDepth), end=simpleTree.end_leafs(); it!= end; ++it) {
std::cout << it.getDepth() << " " << " "<<it.getCoordinate()<< std::endl;
}
std::cout << "Tests successful\n";
return 0;
}
int main(int argc, char** argv) {
// default values:
double res = 0.1;
if (argc < 2)
printUsage(argv[0]);
string graphFilename = std::string(argv[1]);
double maxrange = -1;
int max_scan_no = -1;
int skip_scan_eval = 5;
int arg = 1;
while (++arg < argc) {
if (! strcmp(argv[arg], "-i"))
graphFilename = std::string(argv[++arg]);
else if (! strcmp(argv[arg], "-res"))
res = atof(argv[++arg]);
else if (! strcmp(argv[arg], "-m"))
maxrange = atof(argv[++arg]);
else if (! strcmp(argv[arg], "-n"))
max_scan_no = atoi(argv[++arg]);
else {
printUsage(argv[0]);
}
}
cout << "\nReading Graph file\n===========================\n";
ScanGraph* graph = new ScanGraph();
if (!graph->readBinary(graphFilename))
exit(2);
size_t num_points_in_graph = 0;
if (max_scan_no > 0) {
num_points_in_graph = graph->getNumPoints(max_scan_no-1);
cout << "\n Data points in graph up to scan " << max_scan_no << ": " << num_points_in_graph << endl;
}
else {
num_points_in_graph = graph->getNumPoints();
cout << "\n Data points in graph: " << num_points_in_graph << endl;
}
cout << "\nCreating tree\n===========================\n";
OcTree* tree = new OcTree(res);
size_t numScans = graph->size();
unsigned int currentScan = 1;
for (ScanGraph::iterator scan_it = graph->begin(); scan_it != graph->end(); scan_it++) {
if (currentScan % skip_scan_eval != 0){
if (max_scan_no > 0) cout << "("<<currentScan << "/" << max_scan_no << ") " << flush;
else cout << "("<<currentScan << "/" << numScans << ") " << flush;
tree->insertPointCloud(**scan_it, maxrange);
} else
cout << "(SKIP) " << flush;
if ((max_scan_no > 0) && (currentScan == (unsigned int) max_scan_no))
break;
currentScan++;
}
tree->expand();
cout << "\nEvaluating scans\n===========================\n";
currentScan = 1;
size_t num_points = 0;
size_t num_voxels_correct = 0;
size_t num_voxels_wrong = 0;
size_t num_voxels_unknown = 0;
for (ScanGraph::iterator scan_it = graph->begin(); scan_it != graph->end(); scan_it++) {
if (currentScan % skip_scan_eval == 0){
if (max_scan_no > 0) cout << "("<<currentScan << "/" << max_scan_no << ") " << flush;
else cout << "("<<currentScan << "/" << numScans << ") " << flush;
pose6d frame_origin = (*scan_it)->pose;
point3d sensor_origin = frame_origin.inv().transform((*scan_it)->pose.trans());
// transform pointcloud:
Pointcloud scan (*(*scan_it)->scan);
scan.transform(frame_origin);
point3d origin = frame_origin.transform(sensor_origin);
KeySet free_cells, occupied_cells;
tree->computeUpdate(scan, origin, free_cells, occupied_cells, maxrange);
num_points += scan.size();
// count free cells
for (KeySet::iterator it = free_cells.begin(); it != free_cells.end(); ++it) {
OcTreeNode* n = tree->search(*it);
if (n){
if (tree->isNodeOccupied(n))
num_voxels_wrong++;
else
num_voxels_correct++;
} else
num_voxels_unknown++;
} // count occupied cells
for (KeySet::iterator it = occupied_cells.begin(); it != occupied_cells.end(); ++it) {
OcTreeNode* n = tree->search(*it);
if (n){
if (tree->isNodeOccupied(n))
num_voxels_correct++;
else
num_voxels_wrong++;
} else
num_voxels_unknown++;
}
}
if ((max_scan_no > 0) && (currentScan == (unsigned int) max_scan_no))
break;
currentScan++;
}
cout << "\nFinished evaluating " << num_points <<"/"<< num_points_in_graph << " points.\n"
<<"Voxels correct: "<<num_voxels_correct<<" #wrong: " <<num_voxels_wrong << " #unknown: " <<num_voxels_unknown
<<". % correct: "<< num_voxels_correct/double(num_voxels_correct+num_voxels_wrong)<<"\n\n";
delete graph;
delete tree;
return 0;
}