summaryrefslogtreecommitdiff
path: root/src/Witness_complex/example/example_witness_complex_sphere.cpp
diff options
context:
space:
mode:
authorskachano <skachano@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-10-05 17:06:15 +0000
committerskachano <skachano@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-10-05 17:06:15 +0000
commitd439da1345822fe25f58adb631f7d0cd9749ecfc (patch)
treea269adbedb7e719ce75855ef0e9064b9d5c782e7 /src/Witness_complex/example/example_witness_complex_sphere.cpp
parent93654d5708654a6071c1775580f625da625a08a8 (diff)
Modified existing tests and examples
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/relaxed-witness@1647 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: cd187fe5bc9174403aa5dc96c74871c697b3a5e6
Diffstat (limited to 'src/Witness_complex/example/example_witness_complex_sphere.cpp')
-rw-r--r--src/Witness_complex/example/example_witness_complex_sphere.cpp98
1 files changed, 98 insertions, 0 deletions
diff --git a/src/Witness_complex/example/example_witness_complex_sphere.cpp b/src/Witness_complex/example/example_witness_complex_sphere.cpp
new file mode 100644
index 00000000..8e2c5ff6
--- /dev/null
+++ b/src/Witness_complex/example/example_witness_complex_sphere.cpp
@@ -0,0 +1,98 @@
+/* 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): Siargey Kachanovich
+ *
+ * Copyright (C) 2015 INRIA Sophia Antipolis-Méditerranée (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/>.
+ */
+#define BOOST_PARAMETER_MAX_ARITY 12
+
+
+#include <sys/types.h>
+#include <sys/stat.h>
+
+#include <gudhi/Simplex_tree.h>
+#include <gudhi/Witness_complex.h>
+#include <gudhi/pick_n_random_points.h>
+#include <gudhi/reader_utils.h>
+
+#include <CGAL/Epick_d.h>
+
+#include <iostream>
+#include <fstream>
+#include <ctime>
+#include <utility>
+#include <string>
+#include <vector>
+
+#include "generators.h"
+
+/** Write a gnuplot readable file.
+ * Data range is a random access range of pairs (arg, value)
+ */
+template < typename Data_range >
+void write_data(Data_range & data, std::string filename) {
+ std::ofstream ofs(filename, std::ofstream::out);
+ for (auto entry : data)
+ ofs << entry.first << ", " << entry.second << "\n";
+ ofs.close();
+}
+
+int main(int argc, char * const argv[]) {
+ typedef Gudhi::witness_complex::Witness_complex<CGAL::Epick_d<CGAL::Dynamic_dimension_tag>> Witness_complex;
+
+ if (argc != 2) {
+ std::cerr << "Usage: " << argv[0]
+ << " number_of_landmarks \n";
+ return 0;
+ }
+
+ int number_of_landmarks = atoi(argv[1]);
+ clock_t start, end;
+
+ std::vector< std::pair<int, double> > l_time;
+
+ // Read the point file
+ for (int nbP = 500; nbP < 10000; nbP += 500) {
+ // Construct the Simplex Tree
+ Gudhi::Simplex_tree<> simplex_tree;
+ Point_Vector point_vector, landmarks;
+ generate_points_sphere(point_vector, nbP, 4);
+ std::cout << "Successfully generated " << point_vector.size() << " points.\n";
+ std::cout << "Ambient dimension is " << point_vector[0].size() << ".\n";
+
+ // Choose landmarks
+ start = clock();
+ Gudhi::subsampling::pick_n_random_points(point_vector, number_of_landmarks, std::back_inserter(landmarks));
+
+ // Compute witness complex
+ Witness_complex witness_complex(landmarks.begin(),
+ landmarks.end(),
+ point_vector.begin(),
+ point_vector.end());
+ witness_complex.create_complex(simplex_tree, 0);
+ end = clock();
+ double time = static_cast<double>(end - start) / CLOCKS_PER_SEC;
+ std::cout << "Witness complex for " << number_of_landmarks << " landmarks took "
+ << time << " s. \n";
+ //assert(1 == 0);
+ //std::cout << simplex_tree << "\n";
+ std::cout << "Number of simplices is: " << simplex_tree.num_simplices() << "\n";
+ l_time.push_back(std::make_pair(nbP, time));
+ }
+ write_data(l_time, "w_time.dat");
+}