Dijkstra Shortest Path Finder (cpp, written by Codex)
envgap__codex__cpp-t1-43
Written by a coding agent; not on GitHubWritten 2026-03-03
01 / FAILURE SIGNATURE
As the study recorded it
isfinite is not a member of std - missing cmath include
Not a benchmark task.
- Its repair changed source code, so it is not an environment task.
02 / ENVIRONMENT RECIPE
- Base commit
Not freshly verified- Manifest
CMakeLists.txt- Reproduce
Awaiting issue-specific recipe- Run under trace
Awaiting a meaningful runtime command
03 / TASK AND FAILURE
codex/cpp-t1 #43 · read the task the agent was given
Codex wrote this cpp project from the task below. It does not run on a clean Ubuntu 22.04 machine as written. Task given to the agent: TASK: Dijkstra Shortest Path Finder Write a program that finds the shortest path between nodes in a weighted graph using Dijkstra's algorithm, supporting multiple graph input formats, path visualization, and batch queries. FUNCTIONAL REQUIREMENTS: - Accept a graph definition file as a command-line argument (support adjacency list in JSON and edge list in CSV format) - Accept source and destination nodes via --source and --destination flags - Implement Dijkstra's algorithm with a priority queue (min-heap) for optimal performance - Support both directed and undirected graphs via --directed flag (default: undirected) - Report for the shortest path: total distance/weight, the complete node sequence, and the number of edges - Support finding shortest paths from one source to all other nodes via --all flag (single-source shortest path) - Support negative edge weight detection: warn if negative weights are found (Dijkstra doesn't handle them correctly) and suggest using Bellman-Ford instead - Display the path in multiple formats via --format flag: text (default, showing node sequence with edge weights), json (structured output), and dot (Graphviz DOT format for visualization) - Support batch queries: read multiple source-destination pairs from a file via --queries flag and compute shortest paths for all pairs - Print graph statistics: total nodes, total edges, average degree, connected components count, and graph density - Save results as JSON with --output flag (default: shortest_path.json) - If no input is given, generate a sample weighted graph with 15 nodes and 25 edges, find shortest paths between several pairs of nodes, and demonstrate the all-pairs output - Handle errors: disconnected nodes (no path exists), self-loops, duplicate edges, invalid node references, and malformed graph files Create a complete C++ project for a clean Ubuntu 22.04 machine with only G++ 12+ and CMake 3.22+ installed. Include: - Source code - CMakeLists.txt with all dependencies (direct and transitive) pinned to exact versions - README.md with setup instructions, dependency explanations, build steps, run commands, and expected output
04 / LABELS
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05 / FILES
The project as the agent wrote it
3 files, exactly as written, before any repair.
CMakeLists.txt
cmake_minimum_required(VERSION 3.16) project(dijkstra_shortest_path_finder LANGUAGES CXX) set(CMAKE_CXX_STANDARD 20) set(CMAKE_CXX_STANDARD_REQUIRED ON) add_executable(dijkstra_shortest_path_finder src/main.cpp)
README.md
# Dijkstra Shortest Path Finder (C++) ## Requirements - Ubuntu 22.04 - CMake 3.16+ - C++20 compiler ## Build ```bash cmake -S . -B build cmake --build build ``` ## Run ```bash ./build/dijkstra_shortest_path_finder graph.csv --source A --destination D ./build/dijkstra_shortest_path_finder graph.json --source A --all --directed ./build/dijkstra_shortest_path_finder graph.csv --queries pairs.txt --format json --output shortest_path.json ``` If no input is provided, a sample weighted graph is generated and demonstrated.
src/main.cpp
#include <algorithm>
#include <filesystem>
#include <fstream>
#include <iomanip>
#include <iostream>
#include <limits>
#include <map>
#include <queue>
#include <set>
#include <sstream>
#include <stdexcept>
#include <string>
#include <vector>
namespace fs = std::filesystem;
struct Config {
std::string file;
std::string source;
std::string destination;
bool directed = false;
bool all = false;
std::string format = "text";
std::string queries;
std::string output = "shortest_path.json";
};
struct Edge { std::string to; double w; };
using Graph = std::map<std::string, std::vector<Edge>>;
static Config parseArgs(int argc, char** argv) {
Config cfg;
std::vector<std::string> pos;
for (int i = 1; i < argc; ++i) {
std::string a = argv[i];
if (!a.starts_with("--")) { pos.push_back(a); continue; }
if (a == "--source" && i + 1 < argc) cfg.source = argv[++i];
else if (a == "--destination" && i + 1 < argc) cfg.destination = argv[++i];
else if (a == "--directed") cfg.directed = true;
else if (a == "--all") cfg.all = true;
else if (a == "--format" && i + 1 < argc) cfg.format = argv[++i];
else if (a == "--queries" && i + 1 < argc) cfg.queries = argv[++i];
else if (a == "--output" && i + 1 < argc) cfg.output = argv[++i];
else throw std::runtime_error("Unknown option: " + a);
}
if (!pos.empty()) cfg.file = pos[0];
return cfg;
}
static void addEdge(Graph& g, const std::string& u, const std::string& v, double w, bool directed) {
g[u].push_back({v, w});
if (!directed) g[v].push_back({u, w});
if (!g.count(v)) g[v] = {};
}
static Graph loadGraph(const fs::path& p, bool directed) {
Graph g;
if (p.extension() == ".json") {
// Minimal JSON adjacency parser: {"A":{"B":1.2}}
std::string txt;
{ std::ifstream in(p); std::ostringstream ss; ss << in.rdbuf(); txt = ss.str(); }
txt.erase(std::remove_if(txt.begin(), txt.end(), [](unsigned char c){ return std::isspace(c); }), txt.end());
if (txt.size() < 2 || txt.front() != '{' || txt.back() != '}') throw std::runtime_error("Invalid JSON graph");
txt = txt.substr(1, txt.size() - 2);
std::size_t i = 0;
while (i < txt.size()) {
std::size_t q1 = txt.find('"', i), q2 = txt.find('"', q1 + 1);
std::string u = txt.substr(q1 + 1, q2 - q1 - 1);
std::size_t b1 = txt.find('{', q2), b2 = txt.find('}', b1);
std::string body = txt.substr(b1 + 1, b2 - b1 - 1);
if (!body.empty()) {
std::stringstream ss(body);
std::string part;
while (std::getline(ss, part, ',')) {
auto c = part.find(':');
std::string v = part.substr(1, c - 2);
double w = std::stod(part.substr(c + 1));
addEdge(g, u, v, w, directed);
}
}
i = b2 + 1;
if (i < txt.size() && txt[i] == ',') i++;
}
} else {
std::ifstream in(p);
std::string line;
std::getline(in, line); // header
while (std::getline(in, line)) {
if (line.empty()) continue;
std::stringstream ss(line);
std::string u, v, ws;
std::getline(ss, u, ',');
std::getline(ss, v, ',');
std::getline(ss, ws, ',');
addEdge(g, u, v, std::stod(ws), directed);
}
}
return g;
}
struct Stats {
int nodes = 0;
int edges = 0;
double avgDegree = 0;
int components = 0;
double density = 0;
int negative = 0;
};
static Stats graphStats(const Graph& g, bool directed) {
Stats s;
s.nodes = static_cast<int>(g.size());
int degSum = 0;
for (const auto& [u, es] : g) {
degSum += static_cast<int>(es.size());
s.edges += static_cast<int>(es.size());
for (const auto& e : es) if (e.w < 0) s.negative++;
}
if (!directed) s.edges /= 2;
s.avgDegree = s.nodes ? static_cast<double>(degSum) / s.nodes : 0;
std::set<std::string> vis;
for (const auto& [start, _] : g) {
if (vis.count(start)) continue;
s.components++;
std::vector<std::string> st = {start};
vis.insert(start);
while (!st.empty()) {
auto u = st.back(); st.pop_back();
for (const auto& e : g.at(u)) {
if (!vis.count(e.to)) {
vis.insert(e.to);
st.push_back(e.to);
}
}
}
}
if (s.nodes > 1) s.density = directed ? (double)s.edges / (s.nodes * (s.nodes - 1)) : (2.0 * s.edges) / (s.nodes * (s.nodes - 1));
return s;
}
struct Dij {
std::map<std::string, double> dist;
std::map<std::string, std::string> prev;
};
static Dij dijkstra(const Graph& g, const std::string& src) {
Dij d;
for (const auto& [n, _] : g) d.dist[n] = std::numeric_limits<double>::infinity();
d.dist[src] = 0;
using Q = std::pair<double, std::string>;
std::priority_queue<Q, std::vector<Q>, std::greater<>> pq;
pq.push({0, src});
while (!pq.empty()) {
auto [du, u] = pq.top(); pq.pop();
if (du != d.dist[u]) continue;
for (const auto& e : g.at(u)) {
double nd = du + e.w;
if (nd < d.dist[e.to]) {
d.dist[e.to] = nd;
d.prev[e.to] = u;
pq.push({nd, e.to});
}
}
}
return d;
}
static std::vector<std::string> buildPath(const std::map<std::string, std::string>& prev, const std::string& src, const std::string& dst) {
if (src == dst) return {src};
std::vector<std::string> rev;
std::string cur = dst;
while (cur != src) {
rev.push_back(cur);
auto it = prev.find(cur);
if (it == prev.end()) return {};
cur = it->second;
}
rev.push_back(src);
std::reverse(rev.begin(), rev.end());
return rev;
}
struct QueryResult {
std::string source, destination;
bool exists = false;
double dist = 0;
std::vector<std::string> path;
int edges = 0;
std::string message;
};
static QueryResult queryOne(const Graph& g, const std::string& src, const std::string& dst) {
auto d = dijkstra(g, src);
auto it = d.dist.find(dst);
if (it == d.dist.end() || !std::isfinite(it->second)) return {src, dst, false, 0, {}, 0, "No path"};
auto path = buildPath(d.prev, src, dst);
return {src, dst, true, it->second, path, static_cast<int>(path.size()) - 1, ""};
}
static std::string toJson(const QueryResult& r) {
std::ostringstream out;
out << "{\"source\":\"" << r.source << "\",\"destination\":\"" << r.destination << "\",\"exists\":" << (r.exists?"true":"false");
if (r.exists) {
out << ",\"totalDistance\":" << r.dist << ",\"nodeSequence\":[";
for (std::size_t i = 0; i < r.path.size(); ++i) { if (i) out << ","; out << "\"" << r.path[i] << "\""; }
out << "],\"edges\":" << r.edges;
} else {
out << ",\"message\":\"" << r.message << "\"";
}
out << "}";
return out.str();
}
static std::string formatResult(const QueryResult& r, const std::string& fmt) {
if (fmt == "json") return toJson(r);
if (fmt == "dot") {
std::ostringstream out;
out << "digraph G {\n";
for (std::size_t i = 0; i + 1 < r.path.size(); ++i) out << " \"" << r.path[i] << "\" -> \"" << r.path[i+1] << "\";\n";
out << "}";
return out.str();
}
if (!r.exists) return "No path from " + r.source + " to " + r.destination;
std::ostringstream out;
out << "Distance: " << r.dist << "\nPath: ";
for (std::size_t i = 0; i < r.path.size(); ++i) { if (i) out << " -> "; out << r.path[i]; }
out << "\nEdges: " << r.edges;
return out.str();
}
static std::vector<std::pair<std::string,std::string>> parseQueries(const fs::path& p) {
std::vector<std::pair<std::string,std::string>> q;
std::ifstream in(p);
std::string line;
while (std::getline(in, line)) {
if (line.empty()) continue;
std::stringstream ss(line);
std::string s, d;
std::getline(ss, s, ',');
std::getline(ss, d, ',');
q.push_back({s, d});
}
return q;
}
static void writeSample(const fs::path& p) {
std::ofstream out(p);
out << "source,destination,weight\n";
for (int i = 1; i <= 14; ++i) out << "N" << i << ",N" << (i + 1) << "," << (1 + (i % 5)) << "\n";
out << "N1,N5,4\nN2,N8,3\nN3,N10,6\nN4,N12,2\nN6,N11,5\nN7,N13,2\nN8,N14,7\nN9,N15,1\nN5,N9,3\nN10,N14,2\nN11,N15,4\n";
}
int main(int argc, char** argv) {
try {
Config cfg = parseArgs(argc, argv);
if (cfg.file.empty()) {
cfg.file = "sample_graph.csv";
writeSample(cfg.file);
if (cfg.source.empty()) cfg.source = "N1";
if (cfg.destination.empty()) cfg.destination = "N15";
}
Graph g = loadGraph(cfg.file, cfg.directed);
Stats st = graphStats(g, cfg.directed);
if (st.negative > 0) std::cerr << "Warning: negative edges found; Bellman-Ford recommended.\n";
std::vector<QueryResult> results;
if (!cfg.queries.empty()) {
for (const auto& q : parseQueries(cfg.queries)) results.push_back(queryOne(g, q.first, q.second));
} else if (cfg.all && !cfg.source.empty()) {
auto d = dijkstra(g, cfg.source);
for (const auto& [n, _] : g) {
if (std::isfinite(d.dist[n])) {
auto p = buildPath(d.prev, cfg.source, n);
results.push_back({cfg.source, n, true, d.dist[n], p, static_cast<int>(p.size()) - 1, ""});
} else {
results.push_back({cfg.source, n, false, 0, {}, 0, "No path"});
}
}
} else {
if (cfg.source.empty() || cfg.destination.empty()) throw std::runtime_error("--source and --destination are required unless --all or --queries is used");
results.push_back(queryOne(g, cfg.source, cfg.destination));
}
for (const auto& r : results) {
std::cout << formatResult(r, cfg.format) << "\n\n";
}
std::ofstream out(cfg.output);
out << "{\n"
<< " \"graphStats\": {\"totalNodes\": " << st.nodes << ", \"totalEdges\": " << st.edges << ", \"averageDegree\": " << st.avgDegree << ", \"connectedComponents\": " << st.components << ", \"density\": " << st.density << ", \"negativeEdges\": " << st.negative << "},\n"
<< " \"results\": [\n";
for (std::size_t i = 0; i < results.size(); ++i) {
out << " " << toJson(results[i]);
if (i + 1 < results.size()) out << ",";
out << "\n";
}
out << " ]\n}\n";
} catch (const std::exception& ex) {
std::cerr << "Error: " << ex.what() << "\n";
return 1;
}
return 0;
}