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19 | 19 |
|
20 | 20 | /*
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21 | 21 | * @author Antoine Sébert
|
22 |
| - * @description Implementation of Dijkstra's algorithm in C++17 as a single |
23 |
| - * header library using a fibonacci heap |
| 22 | + * @description Implementation of Dijkstra's algorithm in C++17 as a single header library using a fibonacci heap. |
24 | 23 | */
|
25 | 24 | namespace dijkstra {
|
26 | 25 | using namespace std;
|
27 | 26 | using namespace boost::heap;
|
28 | 27 | namespace fs = std::filesystem;
|
29 | 28 |
|
30 |
| - enum class Direction : uint8_t { |
31 |
| - DIRECTED, |
32 |
| - UNDIRECTED, |
| 29 | + /* |
| 30 | + * The orientation of a graph. Has an impact on edge insertion and deletion. |
| 31 | + */ |
| 32 | + enum class Orientation : uint8_t { |
| 33 | + ORIENTED, |
| 34 | + UNORIENTED, |
33 | 35 | };
|
34 | 36 |
|
35 |
| - template <typename W, class = enable_if_t<is_integral_v<W>>> |
| 37 | + /* |
| 38 | + * A simple Graph class. |
| 39 | + * - Orientation : The graph is either oriented or not. |
| 40 | + * In reality all egdes are oriented, but the add_edge() and add_node() methods uses oriented edges to simulate unorientation. |
| 41 | + * - Weights : The graph can contain weighted edges, unweighted edges, or a mix of both, depending on the arguments passed to add_edge() and add_node(). |
| 42 | + * Under the hood all |
| 43 | + * |
| 44 | + * @param W An integral type for the edge weights, that supports numeric_limits<>::max(), addition and comparison. |
| 45 | + */ |
| 46 | + template <typename W = uint_fast32_t, class = enable_if_t<is_integral_v<W>>> |
36 | 47 | class Graph {
|
37 | 48 | public:
|
| 49 | + /* |
| 50 | + * A simple Node class, essentially a wrapper around edges. |
| 51 | + */ |
38 | 52 | struct Node {
|
39 | 53 | map<string, W> neighbors = {};
|
40 | 54 | };
|
| 55 | + |
| 56 | + /* |
| 57 | + * The comparator for the items in the fibonacci heap. |
| 58 | + */ |
41 | 59 | struct comparator {
|
42 |
| - bool operator() (const pair<string, W>& lhs, const pair<string, W>& rhs) const { |
| 60 | + inline bool operator() (const pair<string, W>& lhs, const pair<string, W>& rhs) const { |
43 | 61 | return get<1>(lhs) > get<1>(rhs);
|
44 | 62 | }
|
45 | 63 | };
|
46 | 64 | private:
|
47 | 65 | map<string, Node> nodes;
|
48 |
| - Direction dir; |
| 66 | + Orientation _or; |
49 | 67 |
|
50 | 68 | public:
|
51 |
| - Graph(Direction _dir = Direction::UNDIRECTED) noexcept : nodes({}), dir(_dir) {} |
| 69 | + /* |
| 70 | + * Constructor. |
| 71 | + * |
| 72 | + * @param _or the edge orientation |
| 73 | + */ |
| 74 | + Graph(Orientation _or = Orientation::UNORIENTED) noexcept : nodes({}), _or(_or) {} |
| 75 | + |
| 76 | + /* NODES */ |
| 77 | + |
| 78 | + /* |
| 79 | + * Returns the underlying node container. |
| 80 | + * |
| 81 | + * @return a map of strings to nodes |
| 82 | + */ |
| 83 | + inline const map<string, Node>& get_nodes() const noexcept { |
| 84 | + return nodes; |
| 85 | + } |
52 | 86 |
|
53 |
| - Direction get_direction() const noexcept { |
54 |
| - return dir; |
| 87 | + /* |
| 88 | + * Check if a node exists. |
| 89 | + * |
| 90 | + * @param label the label |
| 91 | + * @return true if the node exists, or false otherwise |
| 92 | + */ |
| 93 | + inline bool contains(string label) const noexcept { |
| 94 | + return nodes.find(label) != nodes.end(); |
55 | 95 | }
|
56 | 96 |
|
57 |
| - const map<string, Node>& get_nodes() const noexcept { |
58 |
| - return nodes; |
| 97 | + /* |
| 98 | + * Check if the graph is empty. |
| 99 | + * |
| 100 | + * @return true if the node container is empty, or false otherwise |
| 101 | + */ |
| 102 | + inline bool empty() const noexcept { |
| 103 | + return nodes.empty(); |
59 | 104 | }
|
60 | 105 |
|
| 106 | + /* |
| 107 | + * Adds a node. Idempotent. |
| 108 | + * |
| 109 | + * @param label the label |
| 110 | + */ |
61 | 111 | void add_node(string label) {
|
62 | 112 | if (!contains(label))
|
63 | 113 | nodes[label] = {};
|
64 | 114 | }
|
65 | 115 |
|
| 116 | + /* |
| 117 | + * Adds a node and the weighted egdes between neighbors. All non-existing neighbors will be created on the fly. |
| 118 | + * |
| 119 | + * @param label the label |
| 120 | + * @param neighbors the edges |
| 121 | + * |
| 122 | + * @return this |
| 123 | + */ |
66 | 124 | Graph add_node(string label, const map<string, W>& neighbors) {
|
67 | 125 | add_node(label);
|
68 | 126 |
|
69 | 127 | for (const auto& [neighbor, weight] : neighbors)
|
70 | 128 | add_edge(label, neighbor, weight);
|
71 | 129 |
|
72 |
| - if (dir == Direction::UNDIRECTED) |
| 130 | + if (_or == Orientation::UNORIENTED) |
73 | 131 | for (const auto& [neighbor, weight] : neighbors)
|
74 | 132 | add_edge(neighbor, label, weight);
|
| 133 | + |
| 134 | + return this; |
75 | 135 | }
|
76 | 136 |
|
| 137 | + /* |
| 138 | + * Adds a node and the weighted egdes between neighbors. All non-existing neighbors will be created on the fly. All edge weights are defaulted to 0 (can emulate unweighted graphs). |
| 139 | + * |
| 140 | + * @param label the label |
| 141 | + * @param neighbors the edges |
| 142 | + * |
| 143 | + * @return this |
| 144 | + */ |
| 145 | + Graph add_node(string label, const set<string>& neighbors) { |
| 146 | + auto _neighbors = map<string, W>(); |
| 147 | + |
| 148 | + for (const auto& _label : neighbors) |
| 149 | + _neighbors[_label] = 0; |
| 150 | + |
| 151 | + return add_node(label, neighbors); |
| 152 | + } |
| 153 | + |
| 154 | + /* |
| 155 | + * Removes a node and any edge pointing to it. |
| 156 | + * |
| 157 | + * @param label the label |
| 158 | + */ |
77 | 159 | void remove_node(string label) {
|
78 | 160 | nodes.erase(label);
|
79 | 161 |
|
80 | 162 | for (auto& [_, node] : nodes)
|
81 | 163 | node.neighbors.erase(label);
|
82 | 164 | }
|
83 | 165 |
|
| 166 | + /* EDGES */ |
| 167 | + |
| 168 | + /* |
| 169 | + * Returns the orientation. |
| 170 | + */ |
| 171 | + inline Orientation get_orientation() const noexcept { |
| 172 | + return _or; |
| 173 | + } |
| 174 | + |
| 175 | + /* |
| 176 | + * Adds an edge, whose weight is optional and defaults to 0. |
| 177 | + * If the graph is oriented, the order in wich the node labels are specified is significant; non-existing nodes will be created on the fly. |
| 178 | + * |
| 179 | + * @param label0 the label of the first node |
| 180 | + * @param label1 the label of the second node |
| 181 | + * @note Self-edges are authorised |
| 182 | + */ |
84 | 183 | void add_edge(string label0, string label1, W weight = W(0)) {
|
85 | 184 | add_node(label0);
|
86 | 185 | add_node(label1);
|
87 | 186 |
|
88 | 187 | nodes.at(label0).neighbors[label1] = weight;
|
89 | 188 |
|
90 |
| - if (dir == Direction::UNDIRECTED) |
| 189 | + if (_or == Orientation::UNORIENTED) |
91 | 190 | nodes.at(label1).neighbors[label0] = weight;
|
92 | 191 | }
|
93 | 192 |
|
| 193 | + /* |
| 194 | + * Removes an edge. |
| 195 | + * |
| 196 | + * @param label0 the label of the first node |
| 197 | + * @param label1 the label of the second node |
| 198 | + * @return true if the edge exists and has been removed, or false otherwise |
| 199 | + */ |
94 | 200 | bool remove_edge(string label0, string label1) {
|
95 | 201 | if (has_neighbor(label0, label1)) {
|
96 | 202 | nodes.at(label0).neighbors.erase(label1);
|
97 | 203 |
|
98 |
| - if (dir == Direction::UNDIRECTED && has_neighbor(label1, label0)) |
| 204 | + if (_or == Orientation::UNORIENTED && has_neighbor(label1, label0)) |
99 | 205 | nodes.at(label1).neighbors.erase(label0);
|
100 | 206 |
|
101 | 207 | return true;
|
102 | 208 | }
|
103 |
| - |
104 |
| - return false; |
105 |
| - } |
106 |
| - |
107 |
| - inline bool contains(string label) const { |
108 |
| - return nodes.find(label) != nodes.end(); |
109 |
| - } |
110 |
| - |
111 |
| - bool empty() const { |
112 |
| - return nodes.empty(); |
| 209 | + else |
| 210 | + return false; |
113 | 211 | }
|
114 | 212 |
|
| 213 | + /* |
| 214 | + * Checks if two nodes are neighbors |
| 215 | + * |
| 216 | + * @param label0 the label of the first node |
| 217 | + * @param label1 the label of the second node |
| 218 | + * @return true if the two nodes exist and an edge between the nodes exist, or false otherwise |
| 219 | + */ |
115 | 220 | bool has_neighbor(string label0, string label1) const {
|
116 | 221 | return contains(label0) && contains(label1)
|
117 | 222 | && nodes.at(label0).neighbors.find(label1) != nodes.at(label0).neighbors.end();
|
118 | 223 | }
|
119 | 224 |
|
| 225 | + /* DIJKSTRA'S ALGORITHM */ |
| 226 | + |
| 227 | + /* |
| 228 | + * Finds the shortest path between two nodes, asserting it exists. |
| 229 | + * |
| 230 | + * @param src the label of the source node |
| 231 | + * @param dst the label of the destination node |
| 232 | + * @return a path that starts with src and ends with dst |
| 233 | + * @cite @article{dijkstra1959note, title={A note on two problems in connexion with graphs}, author={Dijkstra, Edsger W and others}, journal={Numerische mathematik}, volume={1}, number={1}, pages={269--271}, year={1959}} |
| 234 | + */ |
120 | 235 | fs::path find(string src, string dst) const {
|
121 | 236 | assertions(src, dst);
|
122 | 237 |
|
@@ -148,16 +263,40 @@ namespace dijkstra {
|
148 | 263 | }
|
149 | 264 |
|
150 | 265 | private:
|
151 |
| - W get_distance(fibonacci_heap<pair<string, W>, compare<comparator>>& heap, string label) const { |
152 |
| - return find_if(heap.begin(), heap.end(), [&](const auto& e) { return get<0>(e) == label; })->second; |
| 266 | + /* |
| 267 | + * Looks up the distance associated to a label in a heap. |
| 268 | + * |
| 269 | + * @param heap the heap |
| 270 | + * @param label the label |
| 271 | + * @return the distance of the node if it exists, or numeric_limits<W>::max() otherwise |
| 272 | + */ |
| 273 | + inline W get_distance(fibonacci_heap<pair<string, W>, compare<comparator>>& heap, string label) const { |
| 274 | + auto it = find_if(heap.begin(), heap.end(), [&](const auto& e) { return get<0>(e) == label; }); |
| 275 | + |
| 276 | + return it != heap.end() ? it->second : numeric_limits<W>::max(); |
153 | 277 | }
|
154 |
| - void assertions(string src, string dst) const { |
| 278 | + |
| 279 | + /* |
| 280 | + * Performs quick assertions to ensure the search for the shortest path can start (but not if it will succeed). |
| 281 | + * |
| 282 | + * @param src the label of the source node |
| 283 | + * @param dst the label of the destination node |
| 284 | + */ |
| 285 | + inline void assertions(string src, string dst) const { |
155 | 286 | assert(("The graph is empty", !empty()));
|
156 | 287 | assert(("The source node is not in the graph", contains(src)));
|
157 | 288 | assert(("The destination node is not in the graph", contains(dst)));
|
158 |
| - assert(("The source and destinatino are the same", dst != src)); |
| 289 | + assert(("The source and destination are the same", dst != src)); |
159 | 290 | }
|
160 | 291 |
|
| 292 | + /* |
| 293 | + * Transforms the predecessors into a path. |
| 294 | + * |
| 295 | + * @param preds the map of node predecessors |
| 296 | + * @param src the label of the source node |
| 297 | + * @param dst the label of the destination node |
| 298 | + * @return a path from src to dst |
| 299 | + */ |
161 | 300 | fs::path preds_to_path(const map<string, string>& preds, string src, string dst) const {
|
162 | 301 | vector<string> reverse_path = { dst };
|
163 | 302 | while (reverse_path.back() != src)
|
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