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rtabmap/tools/Reprocess/main.cpp

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/*
Copyright (c) 2010-2016, Mathieu Labbe - IntRoLab - Universite de Sherbrooke
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
* Neither the name of the Universite de Sherbrooke nor the
names of its contributors may be used to endorse or promote products
derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY
DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#include <rtabmap/core/Rtabmap.h>
#include <rtabmap/core/DBDriver.h>
#include <rtabmap/core/DBReader.h>
#ifdef RTABMAP_OCTOMAP
#include <rtabmap/core/OctoMap.h>
#endif
#include <rtabmap/core/OccupancyGrid.h>
#include <rtabmap/utilite/UFile.h>
#include <rtabmap/utilite/UDirectory.h>
#include <rtabmap/utilite/UTimer.h>
#include <rtabmap/utilite/UStl.h>
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include <pcl/io/pcd_io.h>
#include <signal.h>
using namespace rtabmap;
void showUsage()
{
printf("\nUsage:\n"
"rtabmap-reprocess [options] \"input.db\" \"output.db\"\n"
" Options:\n"
" -r Use database stamps as input rate.\n"
" -g2 Assemble 2D occupancy grid map and save it to \"[output]_map.pgm\".\n"
" -g3 Assemble 3D cloud map and save it to \"[output]_map.pcd\".\n"
" -o2 Assemble OctoMap 2D projection and save it to \"[output]_octomap.pgm\".\n"
" -o3 Assemble OctoMap 3D cloud and save it to \"[output]_octomap.pcd\".\n"
"%s\n"
"\n", Parameters::showUsage());
exit(1);
}
// catch ctrl-c
bool g_loopForever = true;
void sighandler(int sig)
{
printf("\nSignal %d caught...\n", sig);
g_loopForever = false;
}
int main(int argc, char * argv[])
{
signal(SIGABRT, &sighandler);
signal(SIGTERM, &sighandler);
signal(SIGINT, &sighandler);
ULogger::setType(ULogger::kTypeConsole);
ULogger::setLevel(ULogger::kError);
if(argc < 3)
{
showUsage();
}
bool assemble2dMap = false;
bool assemble3dMap = false;
bool assemble2dOctoMap = false;
bool assemble3dOctoMap = false;
bool useDatabaseRate = false;
for(int i=1; i<argc-2; ++i)
{
if(strcmp(argv[i], "-r") == 0)
{
useDatabaseRate = true;
printf("Using database stamps as input rate.\n");
}
else if(strcmp(argv[i], "-g2") == 0)
{
assemble2dMap = true;
printf("2D occupancy grid will be assembled (-g2 option).\n");
}
else if(strcmp(argv[i], "-g3") == 0)
{
assemble3dMap = true;
printf("3D cloud map will be assembled (-g3 option).\n");
}
else if(strcmp(argv[i], "-o2") == 0)
{
#ifdef RTABMAP_OCTOMAP
assemble2dOctoMap = true;
printf("OctoMap will be assembled (-o2 option).\n");
#else
printf("RTAB-Map is not built with OctoMap support, cannot set -o2 option!\n");
#endif
}
else if(strcmp(argv[i], "-o3") == 0)
{
#ifdef RTABMAP_OCTOMAP
assemble3dOctoMap = true;
printf("OctoMap will be assembled (-o3 option).\n");
#else
printf("RTAB-Map is not built with OctoMap support, cannot set -o3 option!\n");
#endif
}
}
ParametersMap customParameters = Parameters::parseArguments(argc, argv);
std::string inputDatabasePath = uReplaceChar(argv[argc-2], '~', UDirectory::homeDir());
std::string outputDatabasePath = uReplaceChar(argv[argc-1], '~', UDirectory::homeDir());
if(!UFile::exists(inputDatabasePath))
{
printf("Input database \"%s\" doesn't exist!\n", inputDatabasePath.c_str());
return -1;
}
if(UFile::getExtension(inputDatabasePath).compare("db") != 0)
{
printf("File \"%s\" is not a database format (*.db)!\n", inputDatabasePath.c_str());
return -1;
}
if(UFile::getExtension(outputDatabasePath).compare("db") != 0)
{
printf("File \"%s\" is not a database format (*.db)!\n", outputDatabasePath.c_str());
return -1;
}
if(UFile::exists(outputDatabasePath))
{
UFile::erase(outputDatabasePath);
}
DBDriver * dbDriver = DBDriver::create();
if(!dbDriver->openConnection(inputDatabasePath, false))
{
printf("Failed opening input database!\n");
delete dbDriver;
return -1;
}
ParametersMap parameters = dbDriver->getLastParameters();
if(parameters.empty())
{
printf("Failed getting parameters from database, reprocessing cannot be done. Database version may be too old.\n");
dbDriver->closeConnection(false);
delete dbDriver;
return -1;
}
if(customParameters.size())
{
printf("Custom parameters:\n");
for(ParametersMap::iterator iter=customParameters.begin(); iter!=customParameters.end(); ++iter)
{
printf(" %s\t= %s\n", iter->first.c_str(), iter->second.c_str());
}
}
uInsert(parameters, customParameters);
std::set<int> ids;
dbDriver->getAllNodeIds(ids);
if(ids.empty())
{
printf("Input database doesn't have any nodes saved in it.\n");
dbDriver->closeConnection(false);
delete dbDriver;
return -1;
}
dbDriver->closeConnection(false);
delete dbDriver;
Rtabmap rtabmap;
rtabmap.init(parameters, outputDatabasePath);
bool rgbdEnabled = Parameters::defaultRGBDEnabled();
Parameters::parse(parameters, Parameters::kRGBDEnabled(), rgbdEnabled);
bool odometryIgnored = !rgbdEnabled;
DBReader dbReader(inputDatabasePath, useDatabaseRate?-1:0, odometryIgnored);
dbReader.init();
OccupancyGrid grid(parameters);
grid.setCloudAssembling(assemble3dMap);
#ifdef RTABMAP_OCTOMAP
OctoMap octomap(parameters);
#endif
printf("Reprocessing data of \"%s\"...\n", inputDatabasePath.c_str());
std::map<std::string, float> globalMapStats;
int processed = 0;
CameraInfo info;
SensorData data = dbReader.takeImage(&info);
while(data.isValid() && g_loopForever)
{
UTimer iterationTime;
std::string status;
if(!odometryIgnored && info.odomPose.isNull())
{
printf("Skipping node %d as it doesn't have odometry pose set.\n", data.id());
}
else
{
if(!odometryIgnored && !info.odomCovariance.empty() && info.odomCovariance.at<double>(0,0)>=9999)
{
printf("High variance detected, triggering a new map...\n");
rtabmap.triggerNewMap();
}
UTimer t;
if(!rtabmap.process(data, info.odomPose, info.odomCovariance, info.odomVelocity, globalMapStats))
{
printf("Failed processing node %d.\n", data.id());
globalMapStats.clear();
}
else if(assemble2dMap || assemble3dMap || assemble2dOctoMap || assemble3dOctoMap)
{
globalMapStats.clear();
double timeRtabmap = t.ticks();
double timeUpdateInit = 0.0;
double timeUpdateGrid = 0.0;
#ifdef RTABMAP_OCTOMAP
double timeUpdateOctoMap = 0.0;
#endif
const rtabmap::Statistics & stats = rtabmap.getStatistics();
if(stats.poses().size() && stats.getSignatures().size())
{
int id = stats.poses().rbegin()->first;
if(stats.getSignatures().find(id)!=stats.getSignatures().end() &&
stats.getSignatures().find(id)->second.sensorData().gridCellSize() > 0.0f)
{
bool updateGridMap = false;
bool updateOctoMap = false;
if((assemble2dMap || assemble3dMap) && grid.addedNodes().find(id) == grid.addedNodes().end())
{
updateGridMap = true;
}
#ifdef RTABMAP_OCTOMAP
if((assemble2dOctoMap || assemble3dOctoMap) && octomap.addedNodes().find(id) == octomap.addedNodes().end())
{
updateOctoMap = true;
}
#endif
if(updateGridMap || updateOctoMap)
{
cv::Mat ground, obstacles, empty;
stats.getSignatures().find(id)->second.sensorData().uncompressDataConst(0, 0, 0, 0, &ground, &obstacles, &empty);
timeUpdateInit = t.ticks();
if(updateGridMap)
{
grid.addToCache(id, ground, obstacles, empty);
grid.update(stats.poses());
timeUpdateGrid = t.ticks() + timeUpdateInit;
}
#ifdef RTABMAP_OCTOMAP
if(updateOctoMap)
{
const cv::Point3f & viewpoint = stats.getSignatures().find(id)->second.sensorData().gridViewPoint();
octomap.addToCache(id, ground, obstacles, empty, viewpoint);
octomap.update(stats.poses());
timeUpdateOctoMap = t.ticks() + timeUpdateInit;
}
#endif
}
}
}
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/GridUpdate/ms"), timeUpdateGrid*1000.0f));
#ifdef RTABMAP_OCTOMAP
//Simulate publishing
double timePub2dOctoMap = 0.0;
double timePub3dOctoMap = 0.0;
if(assemble2dOctoMap)
{
float xMin, yMin, size;
octomap.createProjectionMap(xMin, yMin, size);
timePub2dOctoMap = t.ticks();
}
if(assemble3dOctoMap)
{
octomap.createCloud();
timePub3dOctoMap = t.ticks();
}
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/OctoMapUpdate/ms"), timeUpdateOctoMap*1000.0f));
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/OctoMapProjection/ms"), timePub2dOctoMap*1000.0f));
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/OctomapToCloud/ms"), timePub3dOctoMap*1000.0f));
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/TotalWithRtabmap/ms"), (timeUpdateGrid+timeUpdateOctoMap+timePub2dOctoMap+timePub3dOctoMap+timeRtabmap)*1000.0f));
#else
globalMapStats.insert(std::make_pair(std::string("GlobalGrid/TotalWithRtabmap/ms"), (timeUpdateGrid+timeRtabmap)*1000.0f));
#endif
}
}
printf("Processed %d/%d nodes... %dms\n", ++processed, (int)ids.size(), int(iterationTime.ticks()*1000));
data = dbReader.takeImage(&info);
}
printf("Closing database \"%s\"...\n", outputDatabasePath.c_str());
rtabmap.close(true);
printf("Closing database \"%s\"... done!\n", outputDatabasePath.c_str());
if(assemble2dMap)
{
std::string outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_map.pgm";
float xMin,yMin;
cv::Mat map = grid.getMap(xMin, yMin);
if(!map.empty())
{
cv::Mat map8U(map.rows, map.cols, CV_8U);
//convert to gray scaled map
for (int i = 0; i < map.rows; ++i)
{
for (int j = 0; j < map.cols; ++j)
{
char v = map.at<char>(i, j);
unsigned char gray;
if(v == 0)
{
gray = 178;
}
else if(v == 100)
{
gray = 0;
}
else // -1
{
gray = 89;
}
map8U.at<unsigned char>(i, j) = gray;
}
}
if(cv::imwrite(outputPath, map8U))
{
printf("Saving occupancy grid \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving occupancy grid \"%s\"... failed!\n", outputPath.c_str());
}
}
else
{
printf("2D map is empty! Cannot save it!\n");
}
}
if(assemble3dMap)
{
std::string outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_obstacles.pcd";
if(pcl::io::savePCDFileBinary(outputPath, *grid.getMapObstacles()) == 0)
{
printf("Saving 3d obstacles \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving 3d obstacles \"%s\"... failed!\n", outputPath.c_str());
}
if(grid.getMapGround()->size())
{
outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_ground.pcd";
if(pcl::io::savePCDFileBinary(outputPath, *grid.getMapGround()) == 0)
{
printf("Saving 3d ground \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving 3d ground \"%s\"... failed!\n", outputPath.c_str());
}
}
if(grid.getMapEmptyCells()->size())
{
outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_empty.pcd";
if(pcl::io::savePCDFileBinary(outputPath, *grid.getMapEmptyCells()) == 0)
{
printf("Saving 3d empty cells \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving 3d empty cells \"%s\"... failed!\n", outputPath.c_str());
}
}
}
#ifdef RTABMAP_OCTOMAP
if(assemble2dOctoMap)
{
std::string outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_octomap.pgm";
float xMin,yMin,cellSize;
cv::Mat map = octomap.createProjectionMap(xMin, yMin, cellSize);
if(!map.empty())
{
cv::Mat map8U(map.rows, map.cols, CV_8U);
//convert to gray scaled map
for (int i = 0; i < map.rows; ++i)
{
for (int j = 0; j < map.cols; ++j)
{
char v = map.at<char>(i, j);
unsigned char gray;
if(v == 0)
{
gray = 178;
}
else if(v == 100)
{
gray = 0;
}
else // -1
{
gray = 89;
}
map8U.at<unsigned char>(i, j) = gray;
}
}
if(cv::imwrite(outputPath, map8U))
{
printf("Saving octomap 2D projection \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving octomap 2D projection \"%s\"... failed!\n", outputPath.c_str());
}
}
else
{
printf("OctoMap 2D projection map is empty! Cannot save it!\n");
}
}
if(assemble3dOctoMap)
{
std::string outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_octomap_occupied.pcd";
std::vector<int> obstacles, emptySpace, ground;
pcl::PointCloud<pcl::PointXYZRGB>::Ptr cloud = octomap.createCloud(0, &obstacles, &emptySpace, &ground);
if(pcl::io::savePCDFile(outputPath, *cloud, obstacles, true) == 0)
{
printf("Saving obstacles cloud \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving obstacles cloud \"%s\"... failed!\n", outputPath.c_str());
}
if(ground.size())
{
outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_octomap_ground.pcd";
if(pcl::io::savePCDFile(outputPath, *cloud, ground, true) == 0)
{
printf("Saving empty space cloud \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving empty space cloud \"%s\"... failed!\n", outputPath.c_str());
}
}
if(emptySpace.size())
{
outputPath = outputDatabasePath.substr(0, outputDatabasePath.size()-3) + "_octomap_empty.pcd";
if(pcl::io::savePCDFile(outputPath, *cloud, emptySpace, true) == 0)
{
printf("Saving empty space cloud \"%s\"... done!\n", outputPath.c_str());
}
else
{
printf("Saving empty space cloud \"%s\"... failed!\n", outputPath.c_str());
}
}
}
#endif
return 0;
}
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