Implemented Dijkstra's algorithm
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@ -15,10 +15,10 @@ Map::Map(int rows, int cols) : m_Cols(cols), m_Rows(rows) {
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if (sw)
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m_Tiles[row].push_back(&tile_types.at("Grass"));
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else
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m_Tiles[row].push_back(&tile_types.at("Road"));
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m_Tiles[row].push_back(&tile_types.at("Water"));
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sw = !sw;
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}
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sw = !sw;
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//sw = !sw;
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}
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}
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@ -34,6 +34,7 @@ public:
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std::vector<TilePos> GetNeighbors(TilePos center) const;
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float GetCost(TilePos pos) const { return GetTileAt(pos)->cost; }
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template <typename T> double GetTileVelocityCoeff(T p) const {
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return 1.0 / GetTileAt(p)->cost;
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@ -72,6 +72,130 @@ Path BFS::CalculatePath(WorldPos start_world, WorldPos end_world) {
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std::reverse(path.begin(), path.end());
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return path;
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}
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//
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//Path Dijkstra::CalculatePath(WorldPos start_world, WorldPos end_world) {
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// if (m_Map == nullptr) return {};
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//
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// const TilePos start = m_Map->WorldToTile(start_world);
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// const TilePos end = m_Map->WorldToTile(end_world);
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//
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// if (!m_Map->IsTilePosValid(start) || !m_Map->IsTilePosValid(end))
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// return {};
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// if (start == end) {
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// return {};
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// }
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// // clear previous run
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// m_CameFrom.clear();
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// m_Distance.clear();
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//
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// std::queue<TilePos> frontier;
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// frontier.push(start);
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// m_CameFrom[start] = start;
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// m_Distance[start] = 0.0f;
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//
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// // ---------------- build flow-field ----------------
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// bool early_exit = false;
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// while (!frontier.empty() && !early_exit) {
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// TilePos current = frontier.front();
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// frontier.pop();
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//
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// for (TilePos next : m_Map->GetNeighbors(current)) {
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// if (m_CameFrom.find(next) == m_CameFrom.end()) { // not visited
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// frontier.push(next);
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// m_Distance[next] = m_Distance[current] + 1.0f;
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// m_CameFrom[next] = current;
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//
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// if (next == end) { // early exit
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// early_exit = true;
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// break;
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// }
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// }
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// }
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// }
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//
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// // --------------- reconstruct path -----------------
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// if (m_CameFrom.find(end) == m_CameFrom.end())
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// return {}; // end not reached
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//
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// Path path;
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// TilePos cur = end;
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// path.push_back(m_Map->TileToWorld(cur));
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// while (cur != start) {
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// cur = m_CameFrom[cur];
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// path.push_back(m_Map->TileToWorld(cur));
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// }
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// std::reverse(path.begin(), path.end());
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// return path;
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//}
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struct QueueEntry
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{
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float cost;
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TilePos tile;
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// min-heap -> smallest cost on top
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bool operator>(const QueueEntry& o) const noexcept { return cost > o.cost; }
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};
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Path Dijkstra::CalculatePath(WorldPos start_world, WorldPos end_world)
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{
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if (!m_Map) return {};
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const TilePos start = m_Map->WorldToTile(start_world);
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const TilePos end = m_Map->WorldToTile(end_world);
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if (!m_Map->IsTilePosValid(start) || !m_Map->IsTilePosValid(end))
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return {};
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if (start == end) return {};
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// clear previous run
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m_CameFrom.clear();
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m_Cost.clear();
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std::priority_queue<QueueEntry, std::vector<QueueEntry>, std::greater<>> frontier;
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frontier.push({0.0f, start});
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m_CameFrom[start] = start; // sentinel
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m_Cost[start] = 0.0f;
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while (!frontier.empty())
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{
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const QueueEntry current = frontier.top();
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frontier.pop();
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if (current.tile == end) // early exit
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break;
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for (TilePos next : m_Map->GetNeighbors(current.tile))
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{
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// cost of moving to neighbour (uniform 1.0 matches original BFS)
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const float newCost = m_Cost[current.tile] + m_Map->GetCost(next);
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if (!m_Cost.count(next) || newCost < m_Cost[next])
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{
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m_Cost[next] = newCost;
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m_CameFrom[next] = current.tile;
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frontier.push({newCost, next});
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}
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}
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}
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// reconstruct path
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if (!m_CameFrom.count(end))
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return {}; // goal never reached
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Path path;
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TilePos cur = end;
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path.push_back(m_Map->TileToWorld(cur));
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while (cur != start)
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{
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cur = m_CameFrom[cur];
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path.push_back(m_Map->TileToWorld(cur));
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}
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std::reverse(path.begin(), path.end());
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return path;
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}
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std::unique_ptr<PathFinderBase> create(PathFinderType type, const Map* map) {
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switch (type) {
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@ -79,6 +203,8 @@ std::unique_ptr<PathFinderBase> create(PathFinderType type, const Map* map) {
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return std::move(std::make_unique<LinearPathFinder>(map));
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case PathFinderType::BFS:
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return std::move(std::make_unique<BFS>(map));
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case PathFinderType::DIJKSTRA:
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return std::move(std::make_unique<Dijkstra>(map));
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case PathFinderType::COUNT:
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LOG_WARNING("Incorrect pathfinder type");
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return nullptr;
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@ -14,6 +14,7 @@ using Path = std::vector<WorldPos>;
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enum class PathFinderType {
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LINEAR = 1,
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BFS,
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DIJKSTRA,
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COUNT,
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};
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@ -60,6 +61,20 @@ private:
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std::unordered_map<TilePos, TilePos, TilePosHash> m_CameFrom;
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};
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class Dijkstra: public PathFinderBase {
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public:
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Dijkstra(const Map* m): PathFinderBase(m) {}
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Path CalculatePath(WorldPos start, WorldPos end) override;
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const std::string_view& GetName() const override { return m_Name; }
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private:
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const std::string_view m_Name = "Dijkstra's Algorithm";
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std::unordered_map<TilePos, double, TilePosHash> m_Cost;
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std::unordered_map<TilePos, TilePos, TilePosHash> m_CameFrom;
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};
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std::unique_ptr<PathFinderBase> create(PathFinderType type, const Map* map);
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} // pathfinder namespace
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