main.cpp

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/*
 *  Copyright (c) 2008 Dustin Spicuzza <dustin@virtualroadside.com>
 *
 *  This program is free software; you can redistribute it and/or
 *  modify it under the terms of version 2 of the GNU General Public License
 *  as published by the Free Software Foundation.
 *
 *  This program is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *  GNU General Public License for more details.
 *
 *  You should have received a copy of the GNU General Public License
 *  along with this program; if not, write to the Free Software
 *  Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301  USA
 */


#include <string>
#include <ctime>

#include <stdio.h>
#include "larreco/ClusterFinder/RStarTree/RStarTree.h"

#define RANDOM_DATASET
//#define GUTTMAN_DATASET

#ifdef RANDOM_DATASET
        typedef RStarTree<int, 2, 32, 64>                       RTree;
#else
        typedef RStarTree<std::string, 2, 2, 3>         RTree;
#endif

typedef RTree::BoundingBox                      BoundingBox;


BoundingBox bounds(int x, int y, int w, int h)
{
        BoundingBox bb;
        
        bb.edges[0].first  = x;
        bb.edges[0].second = x + w;
        
        bb.edges[1].first  = y;
        bb.edges[1].second = y + h;
        
        return bb;
}


struct Visitor {
        int count;
        bool ContinueVisiting;
        
        Visitor() : count(0), ContinueVisiting(true) {};
        
        void operator()(const RTree::Leaf * const leaf) 
        {
#if defined( RANDOM_DATASET )
                //std::cout << "Visiting " << count << std::endl;
#elif defined( GUTTMAN_DATASET )
                std::cout << "#" << count << ": visited " << leaf->leaf << " with bound " << leaf->bound.ToString() << std::endl;       
#else
                #error "Undefined dataset"
#endif
                count++;
        }
};



int main(int argc, char ** argv)
{
        RTree tree;
        Visitor x;
        
        // insert a bunch of items into the tree
        // Note: this dataset is the one shown on Guttman's original paper
#ifdef GUTTMAN_DATASET
        tree.Insert( "R8" , bounds( 1,5   , 3,2 ));
        //tree.Print("I1");
        
        tree.Insert( "R9", bounds( 6,1   , 2,2 ));
        //tree.Print("I2");
        
        tree.Insert( "R10", bounds( 6,4   , 2,2 ));
        //tree.Print("I3");
        
        tree.Insert( "R11", bounds( 9,0   , 2,14 ));
        //tree.Print("I4");
        
        tree.Insert( "R13", bounds( 13,1  , 1,9 ));
        //tree.Print("I5");
        
        tree.Insert( "R14", bounds( 12,5  , 2,2 ));
        //tree.Print("I6");
        
        tree.Insert( "R15", bounds( 0,16  , 2,2 ));
        //tree.Print("I7");
        
        tree.Insert( "R16", bounds( 3,11  , 6,7 ));
        //tree.Print("I8");
        
        tree.Insert( "R17", bounds( 14,10 , 7,4 ));
        //tree.Print("I9");
        
        tree.Insert( "R18", bounds( 16,8  , 2,9 ));
        //tree.Print("I10");
        
        tree.Insert( "R19", bounds( 17,12 , 3,3 ));
        //tree.Print("I11");
        
        BoundingBox bound = bounds( 5,10, 5,5 );
        
        std::cout << "Searching in " << bound.ToString() << std::endl;
        x = tree.Query(RTree::AcceptOverlapping(bound), Visitor());
        std::cout << "Visited " << x.count << " nodes." << std::endl;
        
        tree.RemoveBoundedArea(bound);
        
        // stretch the bounds a bit
        
        std::cout << "Searching in " << bound.ToString() << std::endl;
        x = tree.Query(RTree::AcceptOverlapping(bound), Visitor());
        std::cout << "Visited " << x.count << " nodes." << std::endl;
        
        BoundingBox bound2 = bounds(0,10, 10,10);
        std::cout << "Removing enclosed area " << bound2.ToString() << std::endl;
        tree.RemoveBoundedArea(bound2);
        
        std::cout << "Searching in " << bound.ToString() << std::endl;
        x = tree.Query(RTree::AcceptOverlapping(bound), Visitor());
        std::cout << "Visited " << x.count << " nodes." << std::endl;
        
        
        Visitor y = tree.Query(RTree::AcceptAny(), Visitor());
        std::cout << "Visited " << y.count << " nodes." << std::endl;
        
        
#endif
        

#ifdef RANDOM_DATASET
        srand(time(0));

        #define nodes 20000
        
        for (int i = 0; i < nodes/2; i++)
                tree.Insert(i, bounds( rand() % 1000, rand() % 1000, rand() % 10, rand() % 10));
                
        for (int i = 0; i < nodes/2; i++)
                tree.Insert(i, bounds( rand() % 1000, rand() % 1000, rand() % 20, rand() % 20));
                
        BoundingBox bound = bounds( 100,100, 300,400 );
        
        x = tree.Query(RTree::AcceptAny(), Visitor());
        std::cout << "AcceptAny: " << x.count << " nodes visited (" << tree.GetSize() << " nodes in tree)" << std::endl;
        
        
        std::cout << "Searching in " << bound.ToString() << std::endl;
        x = tree.Query(RTree::AcceptEnclosing(bound), Visitor());
        std::cout << "Visited " << x.count << " nodes (" << tree.GetSize() << " nodes in tree)" << std::endl;
        
        std::cout << "Removing enclosed area " << bound.ToString() << std::endl;
        tree.RemoveBoundedArea(bound);
        
        std::cout << "Searching in " << bound.ToString() << std::endl;
        x = tree.Query(RTree::AcceptEnclosing(bound), Visitor());
        std::cout << "Visited " << x.count << " nodes. (" << tree.GetSize() << " nodes in tree)" << std::endl;
        
        //tree.Print();
                
#endif

        
        
        return 0;
}


/*

http://donar.umiacs.umd.edu/quadtree/rectangles/cifquad.html

1.0 5.0  3.0 2.0
6.0 1.0  2.0 2.0
6.0 4.0 2.0 2.0
9.0 0.0  2.0 14.0
13.0 1.0  1.0 9.0
12.0 5.0  2.0 2.0
0.0 16.0  2.0 2.0
3.0 11.0  6.0 7.0
14.0 10.0  7.0 4.0
16.0 8.0  2.0 9.0
17.0 12.0  3.0 3.0



Insert-BoundingBox{(1.0,5.0)(4.0,7.0)}
Insert-BoundingBox{(6.0,1.0)(8.0,3.0)}
Insert-BoundingBox{(6.0,4.0)(8.0,6.0)}
Insert-BoundingBox{(9.0,0.0)(11.0,14.0)}
Insert-BoundingBox{(13.0,1.0)(14.0,1.0)}
Insert-BoundingBox{(12.0,5.0)(14.0,7.0)}
Insert-BoundingBox{(0.0,16.0)(2.0,18.0)}
Insert-BoundingBox{(3.0,11.0)(9.0,18.0)}
Insert-BoundingBox{(14.0,10.0)(21.0,14.0)}
Insert-BoundingBox{(16.0,8.0)(18.0,17.0)}
Insert-BoundingBox{(17.0,12.0)(20.0,15.0)}

*/