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mapgraph.cpp
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361 lines (294 loc) · 12.5 KB
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#include "mapgraph.h"
#include "qminmax.h"
#include <iomanip>
#include <chrono>
#include <algorithm>
#include <fstream>
#include <iostream>
#include <cmath>
#include <sstream>
#include "mapvisualizer.h"
MapGraph::MapGraph() = default;
MapGraph::~MapGraph() = default;
bool MapGraph::empty() const {
return adjacencyList.empty();
}
bool MapGraph::loadMapFromFile(const std::string& filename) {
std::ifstream file(filename);
if (!file.is_open()) {
std::cerr << "Error opening map file: " << filename << std::endl;
return false;
}
try {
// Clear previous data
nodePositions.clear();
edges.clear();
adjacencyList.clear();
// Read the number of nodes
int numNodes;
file >> numNodes;
if (numNodes <= 0 || numNodes > 1000000) { // Sanity check for node count
std::cerr << "Invalid number of nodes: " << numNodes << std::endl;
return false;
}
// Reserve capacity to avoid reallocations
nodePositions.reserve(numNodes);
// Read node information
for (int i = 0; i < numNodes; i++) {
Node node{};
file >> node.id >> node.x >> node.y;
// Check for invalid node data
if (file.fail()) {
std::cerr << "Error reading node data at index " << i << std::endl;
return false;
}
// Create the spatial index for faster lookups
nodePositions.emplace_back(node.x, node.y);
}
// Read the number of edges
int numEdges;
file >> numEdges;
if (numEdges <= 0 || numEdges > 10000000) { // Sanity check for edge count
std::cerr << "Invalid number of edges: " << numEdges << std::endl;
return false;
}
// Reserve capacity
edges.reserve(numEdges);
// Initialize the adjacency list
adjacencyList.resize(numNodes);
max_speed = 0;
// Read edge information
for (int i = 0; i < numEdges; i++) {
int source, destination;
Edge edge{};
file >> source >> destination >> edge.distance >> edge.speed;
max_speed = qMax(max_speed, edge.speed);
// Check for invalid edge data
if (file.fail()) {
std::cerr << "Error reading edge data at index " << i << std::endl;
return false;
}
edges.emplace_back(source,destination);
// Update adjacency list
adjacencyList[source].push_back({destination, {edge.distance, edge.speed}});
// Assuming bidirectional edges
adjacencyList[destination].push_back({source, {edge.distance, edge.speed}});
}
file.close();
return true;
}
catch (const std::exception& e) {
std::cerr << "Exception during map loading: " << e.what() << std::endl;
file.close();
return false;
}
}
bool MapGraph::loadQueriesFromFile(const std::string& filename) {
std::ifstream file(filename);
if (!file.is_open()) {
std::cerr << "Error opening queries file: " << filename << std::endl;
return false;
}
try {
// Clear previous queries
queries.clear();
// Read the number of queries
int numQueries;
file >> numQueries;
if (numQueries <= 0 || numQueries > 100000) { // Sanity check for query count
std::cerr << "Invalid number of queries: " << numQueries << std::endl;
return false;
}
// Reserve capacity
queries.reserve(numQueries);
// Read query information
for (int i = 0; i < numQueries; i++) {
Query q{};
file >> q.startX >> q.startY >> q.endX >> q.endY >> q.R;
q.R/=1000; // Convert to km
// Check for invalid query data
if (file.fail()) {
std::cerr << "Error reading query data at index " << i << std::endl;
return false;
}
// Validate max speed
if (q.R < 0) {
std::cerr << "Invalid max walking distance in query " << i << ": " << q.R << std::endl;
q.R = 0; // Use default instead
}
queries.push_back(q);
}
file.close();
return true;
}
catch (const std::exception& e) {
std::cerr << "Exception during query loading: " << e.what() << std::endl;
file.close();
return false;
}
}
PathResult MapGraph::findShortestPath(double startX, double startY, double endX, double endY, double R) {
// Priority queue for Dijkstra's algorithm - (distance, node)
priorityQueue pqForward;
priorityQueue pqBackward;
// Initialize arrays for Dijkstra's algorithm
std::vector timeForward(nodePositions.size(), std::numeric_limits<double>::infinity());
std::vector timeBackward(nodePositions.size(), std::numeric_limits<double>::infinity());
std::vector distForward(nodePositions.size(), 0.0);
std::vector distBackward(nodePositions.size(), 0.0);
std::vector prevForward(nodePositions.size(), -1);
std::vector prevBackward(nodePositions.size(), -1);
std::vector visitedStart(nodePositions.size(), false);
std::vector visitedEnd(nodePositions.size(), false);
// Find the closest nodes to start and end coordinates
std::vector<std::pair<int, double>> startNodes = findNodesWithinRadius(startX, startY, R, pqForward, timeForward, distForward);
std::vector<std::pair<int, double>> endNodes = findNodesWithinRadius(endX, endY, R, pqBackward, timeBackward, distBackward);
PathResult result;
result.travelTime = std::numeric_limits<double>::infinity();
if (startNodes.empty() || endNodes.empty()) {
result.resultText = "Error: No reachable intersection within R";
MapVisualizer::instance()->reset();
return result;
}
int meetingNode = -1;
// Dijkstra's algorithm
while (!pqForward.empty() && !pqBackward.empty()) {
int currNodeForward = pqForward.top().second;
int currNodeBackward = pqBackward.top().second;
{
auto [currTime, currNode] = pqForward.top();
pqForward.pop();
if (visitedStart[currNode]) continue;
visitedStart[currNode] = true;
// Check if this node has been visited by backward search
if (visitedEnd[currNode]) {
if (double totalTime = timeForward[currNode] + timeBackward[currNode]; totalTime < result.travelTime) {
meetingNode = currNode;
result.travelTime = totalTime;
}
}
// Check all neighbors
for (const auto& [neighbor, edge] : adjacencyList[currNode]) {
// Skip already visited nodes
double newTime = timeForward[currNode] + (edge.distance/edge.speed)*60;
if (visitedEnd[neighbor] && newTime + timeBackward[neighbor] < result.travelTime) {
meetingNode = neighbor;
result.travelTime = newTime + timeBackward[neighbor];
}
// Relaxation step
if (newTime < timeForward[neighbor]) {
timeForward[neighbor] = newTime;
distForward[neighbor] = distForward[currNode] + edge.distance;
prevForward[neighbor] = currNode;
pqForward.emplace(newTime, neighbor);
}
}
}
{
auto [currTime, currNode] = pqBackward.top();
pqBackward.pop();
if (visitedEnd[currNode]) continue;
visitedEnd[currNode] = true;
// Check if this node has been visited by forward search
if (visitedStart[currNode]) {
if (double totalTime = timeForward[currNode] + timeBackward[currNode]; totalTime < result.travelTime) {
meetingNode = currNode;
result.travelTime = totalTime;
}
}
// Check all neighbors
for (const auto& [neighbor, edge] : adjacencyList[currNode]) {
// Skip already visited nodes
double newTime = timeBackward[currNode] + (edge.distance/edge.speed)*60;
if (visitedStart[neighbor] && newTime + timeForward[neighbor] < result.travelTime) {
meetingNode = neighbor;
result.travelTime = newTime + timeForward[neighbor];
}
// Relaxation step
if (newTime < timeBackward[neighbor]) {
timeBackward[neighbor] = newTime;
distBackward[neighbor] = distBackward[currNode] + edge.distance;
prevBackward[neighbor] = currNode;
pqBackward.emplace(newTime , neighbor);
}
}
}
// Add a more efficient termination condition
if (timeForward[currNodeForward] + timeBackward[currNodeBackward] >= result.travelTime) break;
}
if (meetingNode == -1) {
result.resultText = "Error: No valid path found";
return result;
}
// Reconstruct forward paths
std::vector<int> forwardPath;
for (int at = meetingNode; at != -1; at = prevForward[at]) {
forwardPath.push_back(at);
}
std::reverse(forwardPath.begin(), forwardPath.end());
// Reconstruct the backward path
std::vector<int> backwardPath;
for (int at = prevBackward[meetingNode]; at != -1; at = prevBackward[at]) {
backwardPath.push_back(at);
}
result.path = forwardPath;
result.path.insert(result.path.end(), backwardPath.begin(), backwardPath.end());
lastPath = result.path;
// Calculate walking distance
result.walkingDistance = distForward[result.path[0]] + distBackward[result.path[result.path.size()-1]];
// Calculate total distance using Dijkstra's results
result.totalDistance = distForward[meetingNode] + distBackward[meetingNode];
// Calculate vehicle distance
result.vehicleDistance = round((result.totalDistance - result.walkingDistance)*100)/100;
// Format result string
std::stringstream ss;
for (size_t i = 0; i < result.path.size(); i++) {
ss << result.path[i];
if (i < result.path.size() - 1) {
ss << " ";
}
}
ss << std::endl;
ss << std::fixed << std::setprecision(2) << result.travelTime << " mins" << std::endl;
ss << std::fixed << std::setprecision(2) << result.totalDistance<< " km" << std::endl;
ss << std::fixed << std::setprecision(2) << result.walkingDistance << " km" << std::endl;
ss << std::fixed << std::setprecision(2) << result.vehicleDistance << " km" << std::endl;
result.resultText = ss.str();
MapVisualizer::instance()->setStartPoint(startX, startY);
MapVisualizer::instance()->setEndPoint(endX, endY);
return result;
}
std::string MapGraph::displayOutput(const std::vector<PathResult> &results) const {
std::stringstream result;
std::string line;
const unsigned long queryNumber = queries.size();
if (queryNumber == 0) {
return "No valid query results found in the output file.";
}
result << "\n===== SUMMARY STATISTICS =====\n";
result << "Total queries processed: " << queryNumber << std::endl << std::endl;
for (unsigned long i = 0; i < queryNumber; i++) {
result << "-----------------\n";
result << "Query #" << i+1 << ":\n" << results[i].resultText << std::endl;
}
return result.str();
}
inline std::vector<std::pair<int, double>> MapGraph::findNodesWithinRadius(const double x, const double y, const double R,
priorityQueue& pq, std::vector<double>& time, std::vector<double>& dist) const {
std::vector<std::pair<int, double>> result;
for (int i = 0; i < nodePositions.size(); ++i) {
if (double distance = calculateDistance(x, y, nodePositions[i].first, nodePositions[i].second); distance <= R) {
time[i] = (distance / 5.0) * 60.0;
dist[i] = distance;
pq.emplace(time[i], i);
result.emplace_back(i, distance);
}
}
return result;
}
double MapGraph::calculateDistance(const double x1, const double y1, const double x2, const double y2) {
return std::sqrt(std::pow(x2 - x1, 2) + std::pow(y2 - y1, 2));
}
void MapGraph::clearLastPath() {
lastPath.clear();
}