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authorvrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-11-21 16:24:15 +0000
committervrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-11-21 16:24:15 +0000
commit1a728400187d89db914e865a979c85c7260b0b02 (patch)
treeced1be64955f9a5a75f97334923948d147acb54d /src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp
parentd03c111cbb3329018d72c7ed8bea2d7ac9a57045 (diff)
Add distance matrix rips construction (doc, code, test)
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/distance_matrix_in_rips_module@1766 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: 6b9bdecbaf0aca12facb023e66bdea71e8e8cd38
Diffstat (limited to 'src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp')
-rw-r--r--src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp68
1 files changed, 68 insertions, 0 deletions
diff --git a/src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp b/src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp
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+++ b/src/Rips_complex/example/example_one_skeleton_rips_from_distance_matrix.cpp
@@ -0,0 +1,68 @@
+#include <gudhi/Rips_complex.h>
+// to construct a simplex_tree from rips complex
+#include <gudhi/Simplex_tree.h>
+#include <gudhi/distance_functions.h>
+
+#include <iostream>
+#include <string>
+#include <limits> // for std::numeric_limits
+
+void usage(int nbArgs, char * const progName) {
+ std::cerr << "Error: Number of arguments (" << nbArgs << ") is not correct\n";
+ std::cerr << "Usage: " << progName << " threshold\n";
+ std::cerr << " i.e.: " << progName << " 12.0\n";
+ exit(-1); // ----- >>
+}
+
+int main(int argc, char **argv) {
+ if (argc != 2) usage(argc, argv[0]);
+
+ double threshold = atof(argv[1]);
+
+ // Type definitions
+ using Simplex_tree = Gudhi::Simplex_tree<Gudhi::Simplex_tree_options_fast_persistence>;
+ using Filtration_value = Simplex_tree::Filtration_value;
+ using Rips_complex = Gudhi::rips_complex::Rips_complex<Filtration_value>;
+ using Distance_matrix = std::vector<std::vector<Filtration_value>>;
+
+ // User defined distance matrix is:
+ // | 0 0.94 0.77 0.99 0.11 |
+ // | 0.94 0 0.26 0.99 0.39 |
+ // | 0.77 0.26 0 0.28 0.97 |
+ // | 0.99 0.99 0.28 0 0.30 |
+ // | 0.11 0.39 0.97 0.30 0 |
+
+ Distance_matrix distances;
+ distances.push_back({});
+ distances.push_back({0.94});
+ distances.push_back({0.77, 0.26});
+ distances.push_back({0.99, 0.99, 0.28});
+ distances.push_back({0.11, 0.39, 0.97, 0.30});
+
+ // ----------------------------------------------------------------------------
+ // Init of a rips complex from points
+ // ----------------------------------------------------------------------------
+ Rips_complex rips_complex_from_points(distances, threshold);
+
+ Simplex_tree simplex;
+ if (rips_complex_from_points.create_complex(simplex, 1)) {
+ // ----------------------------------------------------------------------------
+ // Display information about the one skeleton rips complex
+ // ----------------------------------------------------------------------------
+ std::cout << "Rips complex is of dimension " << simplex.dimension() <<
+ " - " << simplex.num_simplices() << " simplices - " <<
+ simplex.num_vertices() << " vertices." << std::endl;
+
+ std::cout << "Iterator on rips complex simplices in the filtration order, with [filtration value]:" <<
+ std::endl;
+ for (auto f_simplex : simplex.filtration_simplex_range()) {
+ std::cout << " ( ";
+ for (auto vertex : simplex.simplex_vertex_range(f_simplex)) {
+ std::cout << vertex << " ";
+ }
+ std::cout << ") -> " << "[" << simplex.filtration(f_simplex) << "] ";
+ std::cout << std::endl;
+ }
+ }
+ return 0;
+}