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+ /* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Vincent Rouvreau
+ *
+ * Copyright (C) 2014 INRIA Saclay (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * 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, see <http://www.gnu.org/licenses/>.
+ */
+
+#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>
+#include <CGAL/Delaunay_triangulation_3.h>
+#include <CGAL/Alpha_shape_3.h>
+#include <CGAL/iterator.h>
+
+#include <fstream>
+
+#include "gudhi/graph_simplicial_complex.h"
+#include "gudhi/Simplex_tree.h"
+#include <boost/variant.hpp>
+
+// Alpha_shape_3 templates type definitions
+typedef CGAL::Exact_predicates_inexact_constructions_kernel Kernel;
+typedef CGAL::Alpha_shape_vertex_base_3<Kernel> Vb;
+typedef CGAL::Alpha_shape_cell_base_3<Kernel> Fb;
+typedef CGAL::Triangulation_data_structure_3<Vb,Fb> Tds;
+typedef CGAL::Delaunay_triangulation_3<Kernel,Tds> Triangulation_3;
+typedef CGAL::Alpha_shape_3<Triangulation_3> Alpha_shape_3;
+
+// From file type definition
+typedef Kernel::Point_3 Point;
+
+// filtration with alpha values needed type definition
+typedef Alpha_shape_3::FT Alpha_value_type;
+typedef CGAL::Object Object;
+typedef CGAL::Dispatch_output_iterator<
+ CGAL::cpp11::tuple<Object, Alpha_value_type>,
+ CGAL::cpp11::tuple<std::back_insert_iterator< std::vector<Object> >, std::back_insert_iterator< std::vector<Alpha_value_type> >
+ > > Dispatch;
+typedef Alpha_shape_3::Cell_handle Cell_handle;
+typedef Alpha_shape_3::Facet Facet;
+typedef Alpha_shape_3::Edge Edge;
+typedef std::list<Alpha_shape_3::Vertex_handle> Vertex_list;
+
+// gudhi type definition
+typedef Gudhi::Simplex_tree<>::Vertex_handle Simplex_tree_vertex;
+typedef std::map<Alpha_shape_3::Vertex_handle, Simplex_tree_vertex > Alpha_shape_simplex_tree_map;
+typedef std::pair<Alpha_shape_3::Vertex_handle, Simplex_tree_vertex> Alpha_shape_simplex_tree_pair;
+typedef std::vector< Simplex_tree_vertex > Simplex_tree_vector_vertex;
+
+//#define DEBUG_TRACES
+
+Vertex_list from (const Cell_handle& ch)
+{
+ Vertex_list the_list;
+ for (auto i = 0; i < 4; i++)
+ {
+#ifdef DEBUG_TRACES
+ std::cout << "from cell[" << i << "]=" << ch->vertex(i)->point() << std::endl;
+#endif // DEBUG_TRACES
+ the_list.push_back(ch->vertex(i));
+ }
+ return the_list;
+}
+Vertex_list from (const Facet& fct)
+{
+ Vertex_list the_list;
+ for (auto i = 0; i < 4; i++)
+ {
+ if (fct.second != i)
+ {
+#ifdef DEBUG_TRACES
+ std::cout << "from facet=[" << i << "]" << fct.first->vertex(i)->point() << std::endl;
+#endif // DEBUG_TRACES
+ the_list.push_back(fct.first->vertex(i));
+ }
+ }
+ return the_list;
+}
+Vertex_list from (const Edge& edg)
+{
+ Vertex_list the_list;
+ for (auto i = 0; i < 4; i++)
+ {
+ if ((edg.second == i) ||(edg.third == i))
+ {
+#ifdef DEBUG_TRACES
+ std::cout << "from edge[" << i << "]=" << edg.first->vertex(i)->point() << std::endl;
+#endif // DEBUG_TRACES
+ the_list.push_back(edg.first->vertex(i));
+ }
+ }
+ return the_list;
+}
+Vertex_list from (const Alpha_shape_3::Vertex_handle& vh)
+{
+ Vertex_list the_list;
+#ifdef DEBUG_TRACES
+ std::cout << "from vertex=" << vh->point() << std::endl;
+#endif // DEBUG_TRACES
+ the_list.push_back(vh);
+ return the_list;
+}
+
+
+int main (int argc, char * const argv[])
+{
+ // program args management
+ if (argc != 2) {
+ std::cerr << "Usage: " << argv[0]
+ << " path_to_file_graph \n";
+ return 0; // ----- >>
+ }
+
+ // Read points from file
+ std::string filegraph = argv[1];
+ std::list<Point> lp;
+ std::ifstream is(filegraph.c_str());
+ int n;
+ is >> n;
+#ifdef DEBUG_TRACES
+ std::cout << "Reading " << n << " points " << std::endl;
+#endif // DEBUG_TRACES
+ Point p;
+ for( ; n>0 ; n--) {
+ is >> p;
+ lp.push_back(p);
+ }
+
+ // alpha shape construction from points
+ Alpha_shape_3 as(lp.begin(),lp.end());
+#ifdef DEBUG_TRACES
+ std::cout << "Alpha shape computed in REGULARIZED mode by default" << std::endl;
+#endif // DEBUG_TRACES
+
+ // filtration with alpha values from alpha shape
+ std::vector<Object> the_objects;
+ std::vector<Alpha_value_type> the_alpha_values;
+
+ Dispatch disp = CGAL::dispatch_output<Object, Alpha_value_type>( std::back_inserter(the_objects), std::back_inserter(the_alpha_values));
+
+ as.filtration_with_alpha_values(disp);
+#ifdef DEBUG_TRACES
+ std::cout << "filtration_with_alpha_values returns : " << the_objects.size() << " objects" << std::endl;
+#endif // DEBUG_TRACES
+
+ Alpha_shape_3::size_type count_vertices = 0;
+ Alpha_shape_3::size_type count_edges = 0;
+ Alpha_shape_3::size_type count_facets = 0;
+ Alpha_shape_3::size_type count_cells = 0;
+
+ // Loop on objects vector
+ Vertex_list vertex_list;
+ Gudhi::Simplex_tree<> simplex_tree;
+ Alpha_shape_simplex_tree_map map_cgal_simplex_tree;
+ std::vector<Alpha_value_type>::iterator the_alpha_value_iterator = the_alpha_values.begin();
+ for(auto object_iterator: the_objects)
+ {
+ // Retrieve Alpha shape vertex list from object
+ if (const Cell_handle* cell = CGAL::object_cast<Cell_handle>(&object_iterator))
+ {
+ vertex_list = from(*cell);
+ count_cells++;
+ }
+ else if (const Facet* facet = CGAL::object_cast<Facet>(&object_iterator))
+ {
+ vertex_list = from(*facet);
+ count_facets++;
+ }
+ else if (const Edge* edge = CGAL::object_cast<Edge>(&object_iterator))
+ {
+ vertex_list = from(*edge);
+ count_edges++;
+ }
+ else if (const Alpha_shape_3::Vertex_handle* vertex = CGAL::object_cast<Alpha_shape_3::Vertex_handle>(&object_iterator))
+ {
+ count_vertices++;
+ vertex_list = from(*vertex);
+ }
+ // Construction of the vector of simplex_tree vertex from list of alpha_shapes vertex
+ Simplex_tree_vector_vertex the_simplex_tree;
+ for (auto the_alpha_shape_vertex:vertex_list)
+ {
+ Alpha_shape_simplex_tree_map::iterator the_map_iterator = map_cgal_simplex_tree.find(the_alpha_shape_vertex);
+ if (the_map_iterator == map_cgal_simplex_tree.end())
+ {
+ // alpha shape not found
+ Simplex_tree_vertex vertex = map_cgal_simplex_tree.size();
+#ifdef DEBUG_TRACES
+ std::cout << "vertex [" << the_alpha_shape_vertex->point() << "] not found - insert " << vertex << std::endl;
+#endif // DEBUG_TRACES
+ the_simplex_tree.push_back(vertex);
+ map_cgal_simplex_tree.insert(Alpha_shape_simplex_tree_pair(the_alpha_shape_vertex,vertex));
+ } else
+ {
+ // alpha shape found
+ Simplex_tree_vertex vertex = the_map_iterator->second;
+#ifdef DEBUG_TRACES
+ std::cout << "vertex [" << the_alpha_shape_vertex->point() << "] found in " << vertex << std::endl;
+#endif // DEBUG_TRACES
+ the_simplex_tree.push_back(vertex);
+ }
+ }
+ // Construction of the simplex_tree
+#ifdef DEBUG_TRACES
+ std::cout << "filtration = " << *the_alpha_value_iterator << std::endl;
+#endif // DEBUG_TRACES
+ simplex_tree.insert(the_simplex_tree, *the_alpha_value_iterator);
+ if (the_alpha_value_iterator != the_alpha_values.end())
+ ++the_alpha_value_iterator;
+ else
+ std::cout << "This shall not happen" << std::endl;
+ }
+#ifdef DEBUG_TRACES
+ std::cout << "vertices \t\t" << count_vertices << std::endl;
+ std::cout << "edges \t\t" << count_edges << std::endl;
+ std::cout << "facets \t\t" << count_facets << std::endl;
+ std::cout << "cells \t\t" << count_cells << std::endl;
+
+
+ std::cout << "Information of the Simplex Tree: " << std::endl;
+ std::cout << " Number of vertices = " << simplex_tree.num_vertices() << " ";
+ std::cout << " Number of simplices = " << simplex_tree.num_simplices() << std::endl << std::endl;
+#endif // DEBUG_TRACES
+
+#ifdef DEBUG_TRACES
+ std::cout << "Iterator on vertices: " << std::endl;
+ for( auto vertex : simplex_tree.complex_vertex_range() )
+ { std::cout << vertex << " "; }
+#endif // DEBUG_TRACES
+
+ std::cout << simplex_tree << std::endl;
+
+#ifdef DEBUG_TRACES
+ std::cout << std::endl << std::endl << "Iterator on simplices: " << std::endl;
+ for( auto simplex : simplex_tree.complex_simplex_range() )
+ {
+ std::cout << " ";
+ for( auto vertex : simplex_tree.simplex_vertex_range(simplex) ) { std::cout << vertex << " "; }
+ std::cout << std::endl;
+ }
+#endif // DEBUG_TRACES
+#ifdef DEBUG_TRACES
+ std::cout << std::endl << std::endl << "Iterator on Simplices in the filtration, with [filtration value]:" << std::endl;
+ for( auto f_simplex : simplex_tree.filtration_simplex_range() )
+ { std::cout << " " << "[" << simplex_tree.filtration(f_simplex) << "] ";
+ for( auto vertex : simplex_tree.simplex_vertex_range(f_simplex) )
+ { std::cout << vertex << " "; }
+ std::cout << std::endl;
+ }
+#endif // DEBUG_TRACES
+#ifdef DEBUG_TRACES
+ std::cout << std::endl << std::endl << "Iterator on Simplices in the filtration, and their boundary simplices:" << std::endl;
+ for( auto f_simplex : simplex_tree.filtration_simplex_range() )
+ {
+ std::cout << " " << "[" << simplex_tree.filtration(f_simplex) << "] ";
+ for( auto vertex : simplex_tree.simplex_vertex_range(f_simplex) )
+ { std::cout << vertex << " "; }
+ std::cout << std::endl;
+
+ for( auto b_simplex : simplex_tree.boundary_simplex_range(f_simplex) )
+ {
+ std::cout << " " << "[" << simplex_tree.filtration(b_simplex) << "] ";
+ for( auto vertex : simplex_tree.simplex_vertex_range(b_simplex) )
+ { std::cout << vertex << " "; }
+ std::cout << std::endl;
+ }
+ }
+#endif // DEBUG_TRACES
+
+ return 0;
+}