rishu07368/resqnet_2.0

How rishu07368/resqnet_2.0 works

ResQNet is an offline simulation and graph-algorithm teaching application, not a live emergency service. Operators use its web interface to inspect the simulated network, create and dispatch incidents, plan routes and hospital allocations, and explore evacuation and other graph problems; Flask services coordinate domain logic over SQLite snapshots and return results for the interface to display. The README documents additional features whose implementation was not sampled. Edges are limited to README claims and relationships visible in the supplied excerpts or source index.

Main entry points: api.py JSON API · graph_service.py Graph snapshots · repository.py Persistence helpers · routing_service.py Route optimization

Components 21

Operator interface

Operations UI frontend/js/app.js
Network map frontend/js/map.js
API client frontend/js/api.js

HTTP application

Flask app backend/app.py
JSON API backend/routes/api.py

Response planning

Incident dispatch backend/services/dispatch_service.py
Hospital allocation backend/services/hospital_service.py
Evacuation planning backend/services/evacuation_service.py
Road management backend/services/network_service.py
Dashboard analytics backend/services/analytics_service.py

Graph analysis

Route optimization backend/services/routing_service.py
Graph snapshots backend/services/graph_service.py
Dijkstra and A* backend/algorithms/astar.py
Bellman–Ford lab backend/algorithms/bellman_ford.py
Maximum flow backend/algorithms/edmonds_karp.py
Traversal and forest backend/algorithms/traversal.py
Shared edge model backend/algorithms/common.py

Simulation data

Demo network seed backend/data/seed.py
Persistence helpers backend/database/repository.py
SQLite schema backend/database/database.py

Other components

Operator

Connections 31

Operator → Operations UI: uses README.md
Operations UI → API client: requests data frontend/js/app.js
Operations UI → Network map: renders network frontend/js/app.js
API client → JSON API: calls JSON API README.md
Flask app → JSON API: registers routes backend/app.py
Flask app → SQLite schema: initializes database backend/app.py
Flask app → Demo network seed: seeds demo backend/app.py
JSON API → Incident dispatch: dispatches incidents backend/routes/api.py
JSON API → Hospital allocation: requests allocation backend/routes/api.py
JSON API → Route optimization: requests routes backend/routes/api.py
JSON API → Evacuation planning: simulates evacuation backend/routes/api.py
JSON API → Road management: manages roads backend/routes/api.py
JSON API → Dashboard analytics: requests analytics backend/routes/api.py
Incident dispatch → Route optimization: ranks ETA backend/services/dispatch_service.py
Hospital allocation → Route optimization: ranks hospitals backend/services/hospital_service.py
Incident dispatch → Graph snapshots: loads graph backend/services/dispatch_service.py
Hospital allocation → Graph snapshots: loads graph backend/services/hospital_service.py
Road management → Graph snapshots: loads graph backend/services/network_service.py
Route optimization → Graph snapshots: loads graph backend/services/routing_service.py
Evacuation planning → Maximum flow: calculates capacity flow backend/services/evacuation_service.py
Road management → Traversal and forest: analyzes connectivity backend/services/network_service.py
Route optimization → Dijkstra and A*: runs route search backend/services/routing_service.py
Graph snapshots → Shared edge model: builds edges backend/services/graph_service.py
Dijkstra and A* → Shared edge model: uses edge model backend/algorithms/astar.py
JSON API → Bellman–Ford lab: runs sandbox backend/routes/api.py
Incident dispatch → Persistence helpers: persists updates backend/services/dispatch_service.py
Hospital allocation → Persistence helpers: reserves beds backend/services/hospital_service.py
Graph snapshots → Persistence helpers: reads graph backend/services/graph_service.py
Road management → Persistence helpers: updates roads backend/services/network_service.py
Dashboard analytics → Persistence helpers: reads aggregates backend/services/analytics_service.py
Persistence helpers → SQLite schema: executes SQL README.md

Drawn by GitDiagram on November 14, 2026 from the repository's file tree, README and source files. Read as Markdown ·