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authorvrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2017-04-01 08:59:44 +0000
committervrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2017-04-01 08:59:44 +0000
commit39cd1e8ab33bd069236649edc10459925cea83f4 (patch)
tree23c2138114ebcdfa6c75daf0a0268a1eaa0049ad /src/Spatial_searching/example/example_spatial_searching.cpp
parent5084fc612a5f8ed47a80771785e5c26ee4e42d94 (diff)
parentdd108b5a6c620b10675b7ebaf8d1561c2c165bf2 (diff)
Merge last trunk modifications and fix new rips interface
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/gudhi_stat@2299 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: 1e836cba1a372f609e94b66b6db512817a3d875e
Diffstat (limited to 'src/Spatial_searching/example/example_spatial_searching.cpp')
-rw-r--r--src/Spatial_searching/example/example_spatial_searching.cpp52
1 files changed, 52 insertions, 0 deletions
diff --git a/src/Spatial_searching/example/example_spatial_searching.cpp b/src/Spatial_searching/example/example_spatial_searching.cpp
new file mode 100644
index 00000000..14b324ae
--- /dev/null
+++ b/src/Spatial_searching/example/example_spatial_searching.cpp
@@ -0,0 +1,52 @@
+#include <gudhi/Kd_tree_search.h>
+
+#include <CGAL/Epick_d.h>
+#include <CGAL/Random.h>
+
+#include <vector>
+
+namespace gss = Gudhi::spatial_searching;
+
+int main(void) {
+ typedef CGAL::Epick_d<CGAL::Dimension_tag<4> > K;
+ typedef typename K::Point_d Point;
+ typedef std::vector<Point> Points;
+
+ typedef gss::Kd_tree_search<K, Points> Points_ds;
+
+ CGAL::Random rd;
+
+ Points points;
+ for (int i = 0; i < 500; ++i)
+ points.push_back(Point(rd.get_double(-1., 1), rd.get_double(-1., 1), rd.get_double(-1., 1), rd.get_double(-1., 1)));
+
+ Points_ds points_ds(points);
+
+ // 10-nearest neighbor query
+ std::cout << "10 nearest neighbors from points[20]:\n";
+ auto knn_range = points_ds.query_k_nearest_neighbors(points[20], 10, true);
+ for (auto const& nghb : knn_range)
+ std::cout << nghb.first << " (sq. dist. = " << nghb.second << ")\n";
+
+ // Incremental nearest neighbor query
+ std::cout << "Incremental nearest neighbors:\n";
+ auto inn_range = points_ds.query_incremental_nearest_neighbors(points[45]);
+ // Get the neighbors in distance order until we hit the first point
+ for (auto ins_iterator = inn_range.begin(); ins_iterator->first != 0; ++ins_iterator)
+ std::cout << ins_iterator->first << " (sq. dist. = " << ins_iterator->second << ")\n";
+
+ // 10-farthest neighbor query
+ std::cout << "10 farthest neighbors from points[20]:\n";
+ auto kfn_range = points_ds.query_k_farthest_neighbors(points[20], 10, true);
+ for (auto const& nghb : kfn_range)
+ std::cout << nghb.first << " (sq. dist. = " << nghb.second << ")\n";
+
+ // Incremental farthest neighbor query
+ std::cout << "Incremental farthest neighbors:\n";
+ auto ifn_range = points_ds.query_incremental_farthest_neighbors(points[45]);
+ // Get the neighbors in distance reverse order until we hit the first point
+ for (auto ifs_iterator = ifn_range.begin(); ifs_iterator->first != 0; ++ifs_iterator)
+ std::cout << ifs_iterator->first << " (sq. dist. = " << ifs_iterator->second << ")\n";
+
+ return 0;
+}