summaryrefslogtreecommitdiff
path: root/example/Witness_complex/example_witness_complex_off.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'example/Witness_complex/example_witness_complex_off.cpp')
-rw-r--r--example/Witness_complex/example_witness_complex_off.cpp60
1 files changed, 60 insertions, 0 deletions
diff --git a/example/Witness_complex/example_witness_complex_off.cpp b/example/Witness_complex/example_witness_complex_off.cpp
new file mode 100644
index 00000000..b36dac0d
--- /dev/null
+++ b/example/Witness_complex/example_witness_complex_off.cpp
@@ -0,0 +1,60 @@
+#include <sys/types.h>
+#include <sys/stat.h>
+
+#include <gudhi/Simplex_tree.h>
+#include <gudhi/Euclidean_witness_complex.h>
+#include <gudhi/pick_n_random_points.h>
+#include <gudhi/Points_off_io.h>
+
+#include <CGAL/Epick_d.h>
+
+#include <iostream>
+#include <fstream>
+#include <ctime>
+#include <string>
+#include <vector>
+
+using K = CGAL::Epick_d<CGAL::Dynamic_dimension_tag>;
+using Point_d = K::Point_d;
+using Witness_complex = Gudhi::witness_complex::Euclidean_witness_complex<K>;
+using Point_vector = std::vector< Point_d >;
+
+int main(int argc, char * const argv[]) {
+ if (argc != 5) {
+ std::cerr << "Usage: " << argv[0]
+ << " path_to_point_file number_of_landmarks max_squared_alpha limit_dimension\n";
+ return 0;
+ }
+
+ std::string file_name = argv[1];
+ int nbL = atoi(argv[2]), lim_dim = atoi(argv[4]);
+ double alpha2 = atof(argv[3]);
+ clock_t start, end;
+ Gudhi::Simplex_tree<> simplex_tree;
+
+ // Read the point file
+ Point_vector point_vector, landmarks;
+ Gudhi::Points_off_reader<Point_d> off_reader(file_name);
+ if (!off_reader.is_valid()) {
+ std::cerr << "Witness complex - Unable to read file " << file_name << "\n";
+ exit(-1); // ----- >>
+ }
+ point_vector = Point_vector(off_reader.get_point_cloud());
+
+ std::cout << "Successfully read " << point_vector.size() << " points.\n";
+ std::cout << "Ambient dimension is " << point_vector[0].dimension() << ".\n";
+
+ // Choose landmarks
+ Gudhi::subsampling::pick_n_random_points(point_vector, nbL, std::back_inserter(landmarks));
+
+ // Compute witness complex
+ start = clock();
+ Witness_complex witness_complex(landmarks,
+ point_vector);
+
+ witness_complex.create_complex(simplex_tree, alpha2, lim_dim);
+ end = clock();
+ std::cout << "Witness complex took "
+ << static_cast<double>(end - start) / CLOCKS_PER_SEC << " s. \n";
+ std::cout << "Number of simplices is: " << simplex_tree.num_simplices() << "\n";
+}