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diff --git a/src/cython/include/Witness_complex_interface.h b/src/cython/include/Witness_complex_interface.h
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+/*    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):       Vincent Rouvreau
+ *
+ *    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 WITNESS_COMPLEX_INTERFACE_H
+#define	WITNESS_COMPLEX_INTERFACE_H
+
+#include <gudhi/Simplex_tree.h>
+#include <gudhi/Witness_complex.h>
+#include <gudhi/Landmark_choice_by_furthest_point.h>
+
+#include "Persistent_cohomology_interface.h"
+
+#include <vector>
+#include <utility>  // std::pair
+#include <iostream>
+
+namespace Gudhi {
+
+namespace witness_complex {
+
+class Witness_complex_interface {
+  typedef typename Simplex_tree<>::Simplex_handle Simplex_handle;
+  typedef typename std::pair<Simplex_handle, bool> Insertion_result;
+  using Simplex = std::vector<Vertex_handle>;
+  using Filtered_complex = std::pair<Simplex, Filtration_value>;
+  using Complex_tree = std::vector<Filtered_complex>;
+
+ public:
+  Witness_complex_interface(std::vector<std::vector<double>>&points, int number_of_landmarks)
+  : pcoh_(nullptr) {
+    std::vector<std::vector< int > > knn;
+
+    Gudhi::witness_complex::landmark_choice_by_furthest_point(points, number_of_landmarks, knn);
+    Gudhi::witness_complex::witness_complex(knn, number_of_landmarks, points[0].size(), simplex_tree_);
+
+  }
+
+  bool find_simplex(const Simplex& vh) {
+    return (simplex_tree_.find(vh) != simplex_tree_.null_simplex());
+  }
+
+  bool insert_simplex_and_subfaces(const Simplex& complex, Filtration_value filtration = 0) {
+    Insertion_result result = simplex_tree_.insert_simplex_and_subfaces(complex, filtration);
+    return (result.second);
+  }
+
+  Filtration_value simplex_filtration(const Simplex& complex) {
+    return simplex_tree_.filtration(simplex_tree_.find(complex));
+  }
+
+  void remove_maximal_simplex(const Simplex& complex) {
+    return simplex_tree_.remove_maximal_simplex(simplex_tree_.find(complex));
+  }
+
+  Complex_tree get_filtered_tree() {
+    Complex_tree filtered_tree;
+    for (auto f_simplex : simplex_tree_.filtration_simplex_range()) {
+      Simplex simplex;
+      for (auto vertex : simplex_tree_.simplex_vertex_range(f_simplex)) {
+        simplex.insert(simplex.begin(), vertex);
+      }
+      filtered_tree.push_back(std::make_pair(simplex, simplex_tree_.filtration(f_simplex)));
+    }
+    return filtered_tree;
+
+  }
+
+  Complex_tree get_skeleton_tree(int dimension) {
+    Complex_tree skeleton_tree;
+    for (auto f_simplex : simplex_tree_.skeleton_simplex_range(dimension)) {
+      Simplex simplex;
+      for (auto vertex : simplex_tree_.simplex_vertex_range(f_simplex)) {
+        simplex.insert(simplex.begin(), vertex);
+      }
+      skeleton_tree.push_back(std::make_pair(simplex, simplex_tree_.filtration(f_simplex)));
+    }
+    return skeleton_tree;
+  }
+
+  Complex_tree get_star_tree(const Simplex& complex) {
+    Complex_tree star_tree;
+    for (auto f_simplex : simplex_tree_.star_simplex_range(simplex_tree_.find(complex))) {
+      Simplex simplex;
+      for (auto vertex : simplex_tree_.simplex_vertex_range(f_simplex)) {
+        simplex.insert(simplex.begin(), vertex);
+      }
+      star_tree.push_back(std::make_pair(simplex, simplex_tree_.filtration(f_simplex)));
+    }
+    return star_tree;
+  }
+
+  Complex_tree get_coface_tree(const Simplex& complex, int dimension) {
+    Complex_tree coface_tree;
+    for (auto f_simplex : simplex_tree_.cofaces_simplex_range(simplex_tree_.find(complex), dimension)) {
+      Simplex simplex;
+      for (auto vertex : simplex_tree_.simplex_vertex_range(f_simplex)) {
+        simplex.insert(simplex.begin(), vertex);
+      }
+      coface_tree.push_back(std::make_pair(simplex, simplex_tree_.filtration(f_simplex)));
+    }
+    return coface_tree;
+  }
+
+  // Specific to Witness complex because no inheritance
+  Filtration_value filtration() const {
+    return simplex_tree_.filtration();
+  }
+
+  void set_filtration(Filtration_value fil) {
+    simplex_tree_.set_filtration(fil);
+  }
+
+  void initialize_filtration() {
+    simplex_tree_.initialize_filtration();
+  }
+
+  size_t num_vertices() const {
+    return simplex_tree_.num_vertices();
+  }
+
+  size_t num_simplices() {
+    return simplex_tree_.num_simplices();
+  }
+
+  int dimension() const {
+    return simplex_tree_.dimension();
+  }
+
+  void set_dimension(int dimension) {
+    simplex_tree_.set_dimension(dimension);
+  }
+
+  std::vector<std::pair<int, std::pair<double, double>>> get_persistence(int homology_coeff_field, double min_persistence) {
+    if (pcoh_ != nullptr) {
+      delete pcoh_;
+    }
+    pcoh_ = new Persistent_cohomology_interface<Simplex_tree<>>(&simplex_tree_);
+    return pcoh_->get_persistence(homology_coeff_field, min_persistence);
+  }
+  
+  std::vector<int> get_betti_numbers() const {
+    if (pcoh_ != nullptr) {
+      return pcoh_->betti_numbers();
+    }
+    std::vector<int> betti_numbers;
+    return betti_numbers;
+  }
+
+  std::vector<int> get_persistent_betti_numbers(Filtration_value from, Filtration_value to) const {
+    if (pcoh_ != nullptr) {
+      return pcoh_->persistent_betti_numbers(from, to);
+    }
+    std::vector<int> persistent_betti_numbers;
+    return persistent_betti_numbers;
+  }
+  
+ private:
+  Simplex_tree<> simplex_tree_;
+  Persistent_cohomology_interface<Simplex_tree<>>* pcoh_;
+
+};
+
+}  // namespace witness_complex
+
+} // namespace Gudhi
+
+#endif  // WITNESS_COMPLEX_INTERFACE_H
+