summaryrefslogtreecommitdiff
path: root/src/common/include/gudhi
diff options
context:
space:
mode:
Diffstat (limited to 'src/common/include/gudhi')
-rw-r--r--src/common/include/gudhi/Clock.h48
-rw-r--r--src/common/include/gudhi/Debug_utils.h2
-rw-r--r--src/common/include/gudhi/Points_3D_off_io.h4
-rw-r--r--src/common/include/gudhi/Points_off_io.h13
-rw-r--r--src/common/include/gudhi/Test.h105
-rw-r--r--src/common/include/gudhi/console_color.h97
-rw-r--r--src/common/include/gudhi/random_point_generators.h477
7 files changed, 613 insertions, 133 deletions
diff --git a/src/common/include/gudhi/Clock.h b/src/common/include/gudhi/Clock.h
index 04c6ffb9..77f196ca 100644
--- a/src/common/include/gudhi/Clock.h
+++ b/src/common/include/gudhi/Clock.h
@@ -27,47 +27,55 @@
#include <string>
+namespace Gudhi {
+
class Clock {
public:
- Clock() : end_called(false) {
- startTime = boost::posix_time::microsec_clock::local_time();
- }
-
- Clock(const std::string& msg_) {
- end_called = false;
- begin();
- msg = msg_;
- }
+ // Construct and start the timer
+ Clock(const std::string& msg_ = std::string())
+ : startTime(boost::posix_time::microsec_clock::local_time()),
+ end_called(false),
+ msg(msg_) { }
+ // Restart the timer
void begin() const {
end_called = false;
startTime = boost::posix_time::microsec_clock::local_time();
}
+ // Stop the timer
void end() const {
end_called = true;
endTime = boost::posix_time::microsec_clock::local_time();
}
+ std::string message() const {
+ return msg;
+ }
+
+ // Print current value to std::cout
void print() const {
std::cout << *this << std::endl;
}
friend std::ostream& operator<<(std::ostream& stream, const Clock& clock) {
- if (!clock.end_called)
- clock.end();
+ if (!clock.msg.empty())
+ stream << clock.msg << ": ";
- if (!clock.end_called) {
- stream << "end not called";
- } else {
- stream << clock.msg << ":" << clock.num_seconds() << "s";
- }
+ stream << clock.num_seconds() << "s";
return stream;
}
+ // Get the number of seconds between the timer start and:
+ // - the last call of end() if it was called
+ // - or now otherwise. In this case, the timer is not stopped.
double num_seconds() const {
- if (!end_called) return -1;
- return (endTime - startTime).total_milliseconds() / 1000.;
+ if (!end_called) {
+ auto end = boost::posix_time::microsec_clock::local_time();
+ return (end - startTime).total_milliseconds() / 1000.;
+ } else {
+ return (endTime - startTime).total_milliseconds() / 1000.;
+ }
}
private:
@@ -76,4 +84,6 @@ class Clock {
std::string msg;
};
-#endif // CLOCK_H_
+} // namespace Gudhi
+
+#endif // CLOCK_H_
diff --git a/src/common/include/gudhi/Debug_utils.h b/src/common/include/gudhi/Debug_utils.h
index 7573a9db..8ed3b7b3 100644
--- a/src/common/include/gudhi/Debug_utils.h
+++ b/src/common/include/gudhi/Debug_utils.h
@@ -33,8 +33,10 @@
// Could assert in release mode, but cmake sets NDEBUG (for "NO DEBUG") in this mode, means assert does nothing.
#ifdef GUDHI_DEBUG
#define GUDHI_CHECK(expression, excpt) if ((expression) == 0) throw excpt
+ #define GUDHI_CHECK_code(CODE) CODE
#else
#define GUDHI_CHECK(expression, excpt) (void) 0
+ #define GUDHI_CHECK_code(CODE)
#endif
#define PRINT(a) std::cerr << #a << ": " << (a) << " (DISP)" << std::endl
diff --git a/src/common/include/gudhi/Points_3D_off_io.h b/src/common/include/gudhi/Points_3D_off_io.h
index 2647f11e..b0d24998 100644
--- a/src/common/include/gudhi/Points_3D_off_io.h
+++ b/src/common/include/gudhi/Points_3D_off_io.h
@@ -132,12 +132,12 @@ class Points_3D_off_visitor_reader {
*
* @code template<class InputIterator > Point_3::Point_3(double x, double y, double z) @endcode
*
- * @section Example
+ * @section point3doffioexample Example
*
* This example loads points from an OFF file and builds a vector of CGAL points in dimension 3.
* Then, it is asked to display the points.
*
- * @include common/CGAL_3D_points_off_reader.cpp
+ * @include common/example_CGAL_3D_points_off_reader.cpp
*
* When launching:
*
diff --git a/src/common/include/gudhi/Points_off_io.h b/src/common/include/gudhi/Points_off_io.h
index 74b49386..29af8a8a 100644
--- a/src/common/include/gudhi/Points_off_io.h
+++ b/src/common/include/gudhi/Points_off_io.h
@@ -73,9 +73,8 @@ class Points_off_visitor_reader {
* @details
* Point_d must have a constructor with the following form:
*
- * @code template<class InputIterator > Point_d::Point_d(int d, InputIterator first, InputIterator last) @endcode
+ * @code template<class InputIterator > Point_d::Point_d(InputIterator first, InputIterator last) @endcode
*
- * where d is the point dimension.
*/
void point(const std::vector<double>& point) {
#ifdef DEBUG_TRACES
@@ -86,7 +85,7 @@ class Points_off_visitor_reader {
std::cout << std::endl;
#endif // DEBUG_TRACES
// Fill the point cloud
- point_cloud.push_back(Point_d(point.size(), point.begin(), point.end()));
+ point_cloud.push_back(Point_d(point.begin(), point.end()));
}
// Off_reader visitor maximal_face implementation - Only points are read
@@ -115,16 +114,16 @@ class Points_off_visitor_reader {
*
* where d is the point dimension.
*
- * \section Example
+ * \section pointoffioexample Example
*
- * This example loads points from an OFF file and builds a vector of CGAL points in dimension d.
+ * This example loads points from an OFF file and builds a vector of points (vector of double).
* Then, it is asked to display the points.
*
- * \include common/CGAL_points_off_reader.cpp
+ * \include common/example_vector_double_points_off_reader.cpp
*
* When launching:
*
- * \code $> ./cgaloffreader ../../data/points/alphacomplexdoc.off
+ * \code $> ./vector_double_off_reader ../../data/points/alphacomplexdoc.off
* \endcode
*
* the program output is:
diff --git a/src/common/include/gudhi/Test.h b/src/common/include/gudhi/Test.h
deleted file mode 100644
index 6024c822..00000000
--- a/src/common/include/gudhi/Test.h
+++ /dev/null
@@ -1,105 +0,0 @@
-/* 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): David Salinas
- *
- * Copyright (C) 2014 INRIA Sophia Antipolis-Mediterranee (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/>.
- *
- */
-
-#ifndef TEST_H_
-#define TEST_H_
-
-#include <list>
-#include <string>
-#include <vector>
-#include <sstream>
-#include <iostream>
-
-
-#define TEST(a) std::cout << "TEST: " << (a) << std::endl
-#define TESTMSG(a, b) std::cout << "TEST: " << a << b << std::endl
-#define TESTVALUE(a) std::cout << "TEST: " << #a << ": " << a << std::endl
-
-/**
- * Class to perform test
- */
-
-class Test {
- private:
- std::string name;
- bool (*test)();
-
- std::string separation() const {
- return "+++++++++++++++++++++++++++++++++++++++++++++++++\n";
- }
-
- std::string print_between_plus(std::string& s) const {
- std::stringstream res;
- res << "+++++++++++++++++" << s << "+++++++++++++++++\n";
- return res.str();
- }
-
- public:
- Test(std::string name_, bool (*test_)()) {
- name = name_;
- test = test_;
- }
-
- bool run() {
- std::cout << print_between_plus(name);
- return test();
- }
-
- std::string getName() {
- return name;
- }
-};
-
-class Tests {
- private:
- std::list<Test> tests;
-
- public:
- void add(std::string name_, bool (*test_)()) {
- Test test(name_, test_);
- tests.push_back(test);
- }
-
- bool run() {
- bool tests_succesful(true);
- std::vector<bool> res;
- for (Test test : tests) {
- res.push_back(test.run());
- }
- std::cout << "\n\n results of tests : " << std::endl;
- int i = 0;
- for (Test t : tests) {
- std::cout << "Test " << i << " \"" << t.getName() << "\" --> ";
- if (res[i++]) {
- std::cout << "OK" << std::endl;
- } else {
- std::cout << "Fail" << std::endl;
- tests_succesful = false;
- break;
- }
- }
- return tests_succesful;
- }
-};
-
-#endif // TEST_H_
diff --git a/src/common/include/gudhi/console_color.h b/src/common/include/gudhi/console_color.h
new file mode 100644
index 00000000..c4671da3
--- /dev/null
+++ b/src/common/include/gudhi/console_color.h
@@ -0,0 +1,97 @@
+/* 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): Clement Jamin
+ *
+ * Copyright (C) 2016 INRIA Sophia-Antipolis (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/>.
+ */
+
+#ifndef CONSOLE_COLOR_H_
+#define CONSOLE_COLOR_H_
+
+#include <iostream>
+
+#if defined(WIN32)
+#include <windows.h>
+#endif
+
+inline std::ostream& blue(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout,
+ FOREGROUND_BLUE | FOREGROUND_GREEN | FOREGROUND_INTENSITY);
+#else
+ s << "\x1b[0;34m";
+#endif
+ return s;
+}
+
+inline std::ostream& red(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout, FOREGROUND_RED | FOREGROUND_INTENSITY);
+#else
+ s << "\x1b[0;31m";
+#endif
+ return s;
+}
+
+inline std::ostream& green(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout, FOREGROUND_GREEN | FOREGROUND_INTENSITY);
+#else
+ s << "\x1b[0;32m";
+#endif
+ return s;
+}
+
+inline std::ostream& yellow(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout,
+ FOREGROUND_GREEN | FOREGROUND_RED | FOREGROUND_INTENSITY);
+#else
+ s << "\x1b[0;33m";
+#endif
+ return s;
+}
+
+inline std::ostream& white(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout,
+ FOREGROUND_RED | FOREGROUND_GREEN | FOREGROUND_BLUE);
+#else
+ s << "\x1b[0;37m";
+#endif
+ return s;
+}
+
+inline std::ostream& black_on_white(std::ostream &s) {
+#if defined(WIN32)
+ HANDLE hStdout = GetStdHandle(STD_OUTPUT_HANDLE);
+ SetConsoleTextAttribute(hStdout,
+ BACKGROUND_RED | BACKGROUND_GREEN | BACKGROUND_BLUE);
+#else
+ s << "\x1b[0;33m";
+#endif
+ return s;
+}
+
+
+#endif // CONSOLE_COLOR_H_
diff --git a/src/common/include/gudhi/random_point_generators.h b/src/common/include/gudhi/random_point_generators.h
new file mode 100644
index 00000000..3050b7ea
--- /dev/null
+++ b/src/common/include/gudhi/random_point_generators.h
@@ -0,0 +1,477 @@
+/* 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): Clement Jamin
+ *
+ * Copyright (C) 2016 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/>.
+ */
+
+#ifndef RANDOM_POINT_GENERATORS_H_
+#define RANDOM_POINT_GENERATORS_H_
+
+#include <CGAL/number_utils.h>
+#include <CGAL/Random.h>
+#include <CGAL/point_generators_d.h>
+
+#include <vector> // for vector<>
+
+namespace Gudhi {
+
+///////////////////////////////////////////////////////////////////////////////
+// Note: All these functions have been tested with the CGAL::Epick_d kernel
+///////////////////////////////////////////////////////////////////////////////
+
+// construct_point: dim 2
+
+template <typename Kernel>
+typename Kernel::Point_d construct_point(const Kernel &k,
+ typename Kernel::FT x1, typename Kernel::FT x2) {
+ typename Kernel::FT tab[2];
+ tab[0] = x1;
+ tab[1] = x2;
+ return k.construct_point_d_object()(2, &tab[0], &tab[2]);
+}
+
+// construct_point: dim 3
+
+template <typename Kernel>
+typename Kernel::Point_d construct_point(const Kernel &k,
+ typename Kernel::FT x1, typename Kernel::FT x2, typename Kernel::FT x3) {
+ typename Kernel::FT tab[3];
+ tab[0] = x1;
+ tab[1] = x2;
+ tab[2] = x3;
+ return k.construct_point_d_object()(3, &tab[0], &tab[3]);
+}
+
+// construct_point: dim 4
+
+template <typename Kernel>
+typename Kernel::Point_d construct_point(const Kernel &k,
+ typename Kernel::FT x1, typename Kernel::FT x2, typename Kernel::FT x3,
+ typename Kernel::FT x4) {
+ typename Kernel::FT tab[4];
+ tab[0] = x1;
+ tab[1] = x2;
+ tab[2] = x3;
+ tab[3] = x4;
+ return k.construct_point_d_object()(4, &tab[0], &tab[4]);
+}
+
+// construct_point: dim 5
+
+template <typename Kernel>
+typename Kernel::Point_d construct_point(const Kernel &k,
+ typename Kernel::FT x1, typename Kernel::FT x2, typename Kernel::FT x3,
+ typename Kernel::FT x4, typename Kernel::FT x5) {
+ typename Kernel::FT tab[5];
+ tab[0] = x1;
+ tab[1] = x2;
+ tab[2] = x3;
+ tab[3] = x4;
+ tab[4] = x5;
+ return k.construct_point_d_object()(5, &tab[0], &tab[5]);
+}
+
+// construct_point: dim 6
+
+template <typename Kernel>
+typename Kernel::Point_d construct_point(const Kernel &k,
+ typename Kernel::FT x1, typename Kernel::FT x2, typename Kernel::FT x3,
+ typename Kernel::FT x4, typename Kernel::FT x5, typename Kernel::FT x6) {
+ typename Kernel::FT tab[6];
+ tab[0] = x1;
+ tab[1] = x2;
+ tab[2] = x3;
+ tab[3] = x4;
+ tab[4] = x5;
+ tab[5] = x6;
+ return k.construct_point_d_object()(6, &tab[0], &tab[6]);
+}
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_plane(std::size_t num_points, int intrinsic_dim,
+ int ambient_dim,
+ double coord_min = -5., double coord_max = 5.) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ std::vector<FT> pt(ambient_dim, FT(0));
+ for (int j = 0; j < intrinsic_dim; ++j)
+ pt[j] = rng.get_double(coord_min, coord_max);
+
+ Point p = k.construct_point_d_object()(ambient_dim, pt.begin(), pt.end());
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_moment_curve(std::size_t num_points, int dim,
+ typename Kernel::FT min_x,
+ typename Kernel::FT max_x) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ FT x = rng.get_double(min_x, max_x);
+ std::vector<FT> coords;
+ coords.reserve(dim);
+ for (int p = 1; p <= dim; ++p)
+ coords.push_back(std::pow(CGAL::to_double(x), p));
+ Point p = k.construct_point_d_object()(
+ dim, coords.begin(), coords.end());
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+
+// R = big radius, r = small radius
+template <typename Kernel/*, typename TC_basis*/>
+std::vector<typename Kernel::Point_d> generate_points_on_torus_3D(std::size_t num_points, double R, double r,
+ bool uniform = false) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+
+ // if uniform
+ std::size_t num_lines = (std::size_t)sqrt(num_points);
+
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ FT u, v;
+ if (uniform) {
+ std::size_t k1 = i / num_lines;
+ std::size_t k2 = i % num_lines;
+ u = 6.2832 * k1 / num_lines;
+ v = 6.2832 * k2 / num_lines;
+ } else {
+ u = rng.get_double(0, 6.2832);
+ v = rng.get_double(0, 6.2832);
+ }
+ Point p = construct_point(k,
+ (R + r * std::cos(u)) * std::cos(v),
+ (R + r * std::cos(u)) * std::sin(v),
+ r * std::sin(u));
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+// "Private" function used by generate_points_on_torus_d
+template <typename Kernel, typename OutputIterator>
+static void generate_uniform_points_on_torus_d(const Kernel &k, int dim, std::size_t num_slices,
+ OutputIterator out,
+ double radius_noise_percentage = 0.,
+ std::vector<typename Kernel::FT> current_point = std::vector<typename Kernel::FT>()) {
+ CGAL::Random rng;
+ if (current_point.size() == 2 * dim) {
+ *out++ = k.construct_point_d_object()(
+ static_cast<int> (current_point.size()),
+ current_point.begin(), current_point.end());
+ } else {
+ for (std::size_t slice_idx = 0; slice_idx < num_slices; ++slice_idx) {
+ double radius_noise_ratio = 1.;
+ if (radius_noise_percentage > 0.) {
+ radius_noise_ratio = rng.get_double(
+ (100. - radius_noise_percentage) / 100.,
+ (100. + radius_noise_percentage) / 100.);
+ }
+ std::vector<typename Kernel::FT> cp2 = current_point;
+ double alpha = 6.2832 * slice_idx / num_slices;
+ cp2.push_back(radius_noise_ratio * std::cos(alpha));
+ cp2.push_back(radius_noise_ratio * std::sin(alpha));
+ generate_uniform_points_on_torus_d(
+ k, dim, num_slices, out, radius_noise_percentage, cp2);
+ }
+ }
+}
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_torus_d(std::size_t num_points, int dim, bool uniform = false,
+ double radius_noise_percentage = 0.) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+
+ std::vector<Point> points;
+ points.reserve(num_points);
+ if (uniform) {
+ std::size_t num_slices = (std::size_t)std::pow(num_points, 1. / dim);
+ generate_uniform_points_on_torus_d(
+ k, dim, num_slices, std::back_inserter(points), radius_noise_percentage);
+ } else {
+ for (std::size_t i = 0; i < num_points;) {
+ double radius_noise_ratio = 1.;
+ if (radius_noise_percentage > 0.) {
+ radius_noise_ratio = rng.get_double(
+ (100. - radius_noise_percentage) / 100.,
+ (100. + radius_noise_percentage) / 100.);
+ }
+ std::vector<typename Kernel::FT> pt;
+ pt.reserve(dim * 2);
+ for (int curdim = 0; curdim < dim; ++curdim) {
+ FT alpha = rng.get_double(0, 6.2832);
+ pt.push_back(radius_noise_ratio * std::cos(alpha));
+ pt.push_back(radius_noise_ratio * std::sin(alpha));
+ }
+
+ Point p = k.construct_point_d_object()(pt.begin(), pt.end());
+ points.push_back(p);
+ ++i;
+ }
+ }
+ return points;
+}
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_sphere_d(std::size_t num_points, int dim, double radius,
+ double radius_noise_percentage = 0.) {
+ typedef typename Kernel::Point_d Point;
+ Kernel k;
+ CGAL::Random rng;
+ CGAL::Random_points_on_sphere_d<Point> generator(dim, radius);
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ Point p = *generator++;
+ if (radius_noise_percentage > 0.) {
+ double radius_noise_ratio = rng.get_double(
+ (100. - radius_noise_percentage) / 100.,
+ (100. + radius_noise_percentage) / 100.);
+
+ typename Kernel::Point_to_vector_d k_pt_to_vec =
+ k.point_to_vector_d_object();
+ typename Kernel::Vector_to_point_d k_vec_to_pt =
+ k.vector_to_point_d_object();
+ typename Kernel::Scaled_vector_d k_scaled_vec =
+ k.scaled_vector_d_object();
+ p = k_vec_to_pt(k_scaled_vec(k_pt_to_vec(p), radius_noise_ratio));
+ }
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_two_spheres_d(std::size_t num_points, int dim, double radius,
+ double distance_between_centers,
+ double radius_noise_percentage = 0.) {
+ typedef typename Kernel::FT FT;
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::Vector_d Vector;
+ Kernel k;
+ CGAL::Random rng;
+ CGAL::Random_points_on_sphere_d<Point> generator(dim, radius);
+ std::vector<Point> points;
+ points.reserve(num_points);
+
+ std::vector<FT> t(dim, FT(0));
+ t[0] = distance_between_centers;
+ Vector c1_to_c2(t.begin(), t.end());
+
+ for (std::size_t i = 0; i < num_points;) {
+ Point p = *generator++;
+ if (radius_noise_percentage > 0.) {
+ double radius_noise_ratio = rng.get_double(
+ (100. - radius_noise_percentage) / 100.,
+ (100. + radius_noise_percentage) / 100.);
+
+ typename Kernel::Point_to_vector_d k_pt_to_vec =
+ k.point_to_vector_d_object();
+ typename Kernel::Vector_to_point_d k_vec_to_pt =
+ k.vector_to_point_d_object();
+ typename Kernel::Scaled_vector_d k_scaled_vec =
+ k.scaled_vector_d_object();
+ p = k_vec_to_pt(k_scaled_vec(k_pt_to_vec(p), radius_noise_ratio));
+ }
+
+ typename Kernel::Translated_point_d k_transl =
+ k.translated_point_d_object();
+ Point p2 = k_transl(p, c1_to_c2);
+ points.push_back(p);
+ points.push_back(p2);
+ i += 2;
+ }
+ return points;
+}
+
+// Product of a 3-sphere and a circle => d = 3 / D = 5
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_3sphere_and_circle(std::size_t num_points,
+ double sphere_radius) {
+ typedef typename Kernel::FT FT;
+ typedef typename Kernel::Point_d Point;
+ Kernel k;
+ CGAL::Random rng;
+ CGAL::Random_points_on_sphere_d<Point> generator(3, sphere_radius);
+ std::vector<Point> points;
+ points.reserve(num_points);
+
+ typename Kernel::Translated_point_d k_transl =
+ k.translated_point_d_object();
+ typename Kernel::Compute_coordinate_d k_coord =
+ k.compute_coordinate_d_object();
+ for (std::size_t i = 0; i < num_points;) {
+ Point p_sphere = *generator++; // First 3 coords
+
+ FT alpha = rng.get_double(0, 6.2832);
+ std::vector<FT> pt(5);
+ pt[0] = k_coord(p_sphere, 0);
+ pt[1] = k_coord(p_sphere, 1);
+ pt[2] = k_coord(p_sphere, 2);
+ pt[3] = std::cos(alpha);
+ pt[4] = std::sin(alpha);
+ Point p(pt.begin(), pt.end());
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+// a = big radius, b = small radius
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_klein_bottle_3D(std::size_t num_points, double a, double b,
+ bool uniform = false) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+
+ // if uniform
+ std::size_t num_lines = (std::size_t)sqrt(num_points);
+
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ FT u, v;
+ if (uniform) {
+ std::size_t k1 = i / num_lines;
+ std::size_t k2 = i % num_lines;
+ u = 6.2832 * k1 / num_lines;
+ v = 6.2832 * k2 / num_lines;
+ } else {
+ u = rng.get_double(0, 6.2832);
+ v = rng.get_double(0, 6.2832);
+ }
+ double tmp = cos(u / 2) * sin(v) - sin(u / 2) * sin(2. * v);
+ Point p = construct_point(k,
+ (a + b * tmp) * cos(u),
+ (a + b * tmp) * sin(u),
+ b * (sin(u / 2) * sin(v) + cos(u / 2) * sin(2. * v)));
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+// a = big radius, b = small radius
+template <typename Kernel>
+std::vector<typename Kernel::Point_d> generate_points_on_klein_bottle_4D(std::size_t num_points, double a, double b,
+ double noise = 0., bool uniform = false) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+
+ // if uniform
+ std::size_t num_lines = (std::size_t)sqrt(num_points);
+
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ FT u, v;
+ if (uniform) {
+ std::size_t k1 = i / num_lines;
+ std::size_t k2 = i % num_lines;
+ u = 6.2832 * k1 / num_lines;
+ v = 6.2832 * k2 / num_lines;
+ } else {
+ u = rng.get_double(0, 6.2832);
+ v = rng.get_double(0, 6.2832);
+ }
+ Point p = construct_point(k,
+ (a + b * cos(v)) * cos(u) + (noise == 0. ? 0. : rng.get_double(0, noise)),
+ (a + b * cos(v)) * sin(u) + (noise == 0. ? 0. : rng.get_double(0, noise)),
+ b * sin(v) * cos(u / 2) + (noise == 0. ? 0. : rng.get_double(0, noise)),
+ b * sin(v) * sin(u / 2) + (noise == 0. ? 0. : rng.get_double(0, noise)));
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+
+// a = big radius, b = small radius
+
+template <typename Kernel>
+std::vector<typename Kernel::Point_d>
+generate_points_on_klein_bottle_variant_5D(
+ std::size_t num_points, double a, double b, bool uniform = false) {
+ typedef typename Kernel::Point_d Point;
+ typedef typename Kernel::FT FT;
+ Kernel k;
+ CGAL::Random rng;
+
+ // if uniform
+ std::size_t num_lines = (std::size_t)sqrt(num_points);
+
+ std::vector<Point> points;
+ points.reserve(num_points);
+ for (std::size_t i = 0; i < num_points;) {
+ FT u, v;
+ if (uniform) {
+ std::size_t k1 = i / num_lines;
+ std::size_t k2 = i % num_lines;
+ u = 6.2832 * k1 / num_lines;
+ v = 6.2832 * k2 / num_lines;
+ } else {
+ u = rng.get_double(0, 6.2832);
+ v = rng.get_double(0, 6.2832);
+ }
+ FT x1 = (a + b * cos(v)) * cos(u);
+ FT x2 = (a + b * cos(v)) * sin(u);
+ FT x3 = b * sin(v) * cos(u / 2);
+ FT x4 = b * sin(v) * sin(u / 2);
+ FT x5 = x1 + x2 + x3 + x4;
+
+ Point p = construct_point(k, x1, x2, x3, x4, x5);
+ points.push_back(p);
+ ++i;
+ }
+ return points;
+}
+
+} // namespace Gudhi
+
+#endif // RANDOM_POINT_GENERATORS_H_