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authorvrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2018-02-20 16:30:27 +0000
committervrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2018-02-20 16:30:27 +0000
commitd57e3dfbf15f8aaa3afa097a4e3ed49cd23d26ea (patch)
tree9774c15d0c99b4bc679bb4555b2ce3012f910bc2 /src/Cech_complex/example/cech_complex_example_from_points.cpp
parent0586a149b5bb3a4b65b63b2ab7d3ecdd9682ee1b (diff)
Add doc, example renamed
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/cechcomplex_vincent@3254 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: 666bacd07c711b89167c87155c21fe88688e2e68
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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) 2018 Inria
+ *
+ * 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 <gudhi/Cech_complex.h>
+#include <gudhi/Simplex_tree.h>
+#include <gudhi/distance_functions.h>
+
+#include <iostream>
+#include <string>
+#include <vector>
+#include <array>
+
+int main() {
+ // Type definitions
+ using Point_cloud = std::vector<std::array<double, 2>>;
+ using Simplex_tree = Gudhi::Simplex_tree<Gudhi::Simplex_tree_options_fast_persistence>;
+ using Filtration_value = Simplex_tree::Filtration_value;
+ using Cech_complex = Gudhi::cech_complex::Cech_complex<Simplex_tree, Point_cloud>;
+
+ Point_cloud points;
+ points.push_back({1.0, 1.0});
+ points.push_back({7.0, 0.0});
+ points.push_back({4.0, 6.0});
+ points.push_back({9.0, 6.0});
+ points.push_back({0.0, 14.0});
+ points.push_back({2.0, 19.0});
+ points.push_back({9.0, 17.0});
+
+ // ----------------------------------------------------------------------------
+ // Init of a Cech complex from points
+ // ----------------------------------------------------------------------------
+ // 7.1 is a magic number to force one blocker, and one non-blocker
+ Filtration_value threshold = 7.1;
+ Cech_complex cech_complex_from_points(points, threshold, Gudhi::Euclidean_distance());
+
+ Simplex_tree stree;
+ cech_complex_from_points.create_complex(stree, 2);
+ // ----------------------------------------------------------------------------
+ // Display information about the one skeleton Cech complex
+ // ----------------------------------------------------------------------------
+ std::cout << "Cech complex is of dimension " << stree.dimension() <<
+ " - " << stree.num_simplices() << " simplices - " <<
+ stree.num_vertices() << " vertices." << std::endl;
+
+ std::cout << "Iterator on Cech complex simplices in the filtration order, with [filtration value]:" <<
+ std::endl;
+ for (auto f_simplex : stree.filtration_simplex_range()) {
+ std::cout << " ( ";
+ for (auto vertex : stree.simplex_vertex_range(f_simplex)) {
+ std::cout << vertex << " ";
+ }
+ std::cout << ") -> " << "[" << stree.filtration(f_simplex) << "] ";
+ std::cout << std::endl;
+ }
+ return 0;
+}