// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2023 Google Inc. All rights reserved. // http://ceres-solver.org/ // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // * Redistributions of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // * Neither the name of Google Inc. nor the names of its contributors may be // used to endorse or promote products derived from this software without // specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE // POSSIBILITY OF SUCH DAMAGE. // // Author: sameeragarwal@google.com (Sameer Agarwal) #ifndef CERES_INTERNAL_GRAPH_H_ #define CERES_INTERNAL_GRAPH_H_ #include #include #include #include #include "ceres/internal/export.h" #include "ceres/map_util.h" #include "ceres/pair_hash.h" #include "ceres/types.h" #include "glog/logging.h" namespace ceres::internal { // A unweighted undirected graph templated over the vertex ids. Vertex // should be hashable. template class CERES_NO_EXPORT Graph { public: // Add a vertex. void AddVertex(const Vertex& vertex) { if (vertices_.insert(vertex).second) { edges_[vertex] = std::unordered_set(); } } bool RemoveVertex(const Vertex& vertex) { if (vertices_.find(vertex) == vertices_.end()) { return false; } vertices_.erase(vertex); const std::unordered_set& sinks = edges_[vertex]; for (const Vertex& s : sinks) { edges_[s].erase(vertex); } edges_.erase(vertex); return true; } // Add an edge between the vertex1 and vertex2. Calling AddEdge on a // pair of vertices which do not exist in the graph yet will result // in undefined behavior. // // It is legal to call this method repeatedly for the same set of // vertices. void AddEdge(const Vertex& vertex1, const Vertex& vertex2) { DCHECK(vertices_.find(vertex1) != vertices_.end()); DCHECK(vertices_.find(vertex2) != vertices_.end()); if (edges_[vertex1].insert(vertex2).second) { edges_[vertex2].insert(vertex1); } } // Calling Neighbors on a vertex not in the graph will result in // undefined behaviour. const std::unordered_set& Neighbors(const Vertex& vertex) const { return FindOrDie(edges_, vertex); } const std::unordered_set& vertices() const { return vertices_; } private: std::unordered_set vertices_; std::unordered_map> edges_; }; // A weighted undirected graph templated over the vertex ids. Vertex // should be hashable and comparable. template class WeightedGraph { public: // Add a weighted vertex. If the vertex already exists in the graph, // its weight is set to the new weight. void AddVertex(const Vertex& vertex, double weight) { if (vertices_.find(vertex) == vertices_.end()) { vertices_.insert(vertex); edges_[vertex] = std::unordered_set(); } vertex_weights_[vertex] = weight; } // Uses weight = 1.0. If vertex already exists, its weight is set to // 1.0. void AddVertex(const Vertex& vertex) { AddVertex(vertex, 1.0); } bool RemoveVertex(const Vertex& vertex) { if (vertices_.find(vertex) == vertices_.end()) { return false; } vertices_.erase(vertex); vertex_weights_.erase(vertex); const std::unordered_set& sinks = edges_[vertex]; for (const Vertex& s : sinks) { if (vertex < s) { edge_weights_.erase(std::make_pair(vertex, s)); } else { edge_weights_.erase(std::make_pair(s, vertex)); } edges_[s].erase(vertex); } edges_.erase(vertex); return true; } // Add a weighted edge between the vertex1 and vertex2. Calling // AddEdge on a pair of vertices which do not exist in the graph yet // will result in undefined behavior. // // It is legal to call this method repeatedly for the same set of // vertices. void AddEdge(const Vertex& vertex1, const Vertex& vertex2, double weight) { DCHECK(vertices_.find(vertex1) != vertices_.end()); DCHECK(vertices_.find(vertex2) != vertices_.end()); if (edges_[vertex1].insert(vertex2).second) { edges_[vertex2].insert(vertex1); } if (vertex1 < vertex2) { edge_weights_[std::make_pair(vertex1, vertex2)] = weight; } else { edge_weights_[std::make_pair(vertex2, vertex1)] = weight; } } // Uses weight = 1.0. void AddEdge(const Vertex& vertex1, const Vertex& vertex2) { AddEdge(vertex1, vertex2, 1.0); } // Calling VertexWeight on a vertex not in the graph will result in // undefined behavior. double VertexWeight(const Vertex& vertex) const { return FindOrDie(vertex_weights_, vertex); } // Calling EdgeWeight on a pair of vertices where either one of the // vertices is not present in the graph will result in undefined // behaviour. If there is no edge connecting vertex1 and vertex2, // the edge weight is zero. double EdgeWeight(const Vertex& vertex1, const Vertex& vertex2) const { if (vertex1 < vertex2) { return FindWithDefault( edge_weights_, std::make_pair(vertex1, vertex2), 0.0); } else { return FindWithDefault( edge_weights_, std::make_pair(vertex2, vertex1), 0.0); } } // Calling Neighbors on a vertex not in the graph will result in // undefined behaviour. const std::unordered_set& Neighbors(const Vertex& vertex) const { return FindOrDie(edges_, vertex); } const std::unordered_set& vertices() const { return vertices_; } static double InvalidWeight() { return std::numeric_limits::quiet_NaN(); } private: std::unordered_set vertices_; std::unordered_map vertex_weights_; std::unordered_map> edges_; std::unordered_map, double, pair_hash> edge_weights_; }; } // namespace ceres::internal #endif // CERES_INTERNAL_GRAPH_H_