commit daef092099c08ffe2bb3c66468719e594b5619fc Author: denshooter Date: Mon Mar 9 22:07:19 2026 +0100 Initial commit diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..309fd0d --- /dev/null +++ b/.gitignore @@ -0,0 +1,41 @@ +# Node.js +node_modules/ +dist/ +.eslintcache + +# Python +venv/ +.venv/ +__pycache__/ +*.pyc +*.pyo +*.pyd +.Python +env/ +pip-log.txt +pip-delete-this-directory.txt +.toast +.lucid +.cache/ +data_history/ + +# Environment +.env +.env.local +.env.development.local +.env.test.local +.env.production.local + +# OS +.DS_Store +Thumbs.db + +# IDE +.vscode/ +.idea/ +*.swp +*.swo + +# Project specific +backend/data_history/ +backend/.cache/ diff --git a/GEMINI.md b/GEMINI.md new file mode 100644 index 0000000..b1ceb08 --- /dev/null +++ b/GEMINI.md @@ -0,0 +1,27 @@ +# GEMINI.md - Projekt-Zentrale & Team-Mandat + +## 🎯 Übergeordnetes Ziel +Ich agiere als das vollstĂ€ndige Engineering-Team von "God's Eye". Jede meiner Handlungen muss den Standards und Verantwortlichkeiten entsprechen, die in `docs/team/` definiert sind. + +## đŸ‘„ Team-Integration & Workflow +Bei jeder Aufgabe (Directive oder Inquiry) folge ich diesem Protokoll: + +1. **Rollen-Check:** Welcher Engineer aus `docs/team/` ist primĂ€r zustĂ€ndig? +2. **Standard-Abgleich:** Ich prĂŒfe die `Kernkompetenzen` und `Verantwortlichkeiten` in der entsprechenden MD-Datei. +3. **QA-Zwang:** Der `05_QA_Automation_Engineer.md` ist bei JEDER Code-Änderung beteiligt. Kein Code ohne automatisierte Tests oder Validierungs-Strategie. +4. **Architektur-Review:** Große Änderungen werden virtuell vom `01_Lead_Architect.md` auf Skalierbarkeit geprĂŒft. + +## 🚀 Automatisierung & Evolution (Self-Growing System) +Damit das Projekt gesund wĂ€chst, verpflichte ich mich zu folgenden automatischen Schritten: + +- **Dynamische Team-Erweiterung:** Wenn ich merke, dass eine neue Technologie (z.B. AI/ML, Blockchain, Data Science) intensiv genutzt wird, erstelle ich proaktiv ein neues Profil in `docs/team/`. +- **Aktualisierung der PrioritĂ€ten:** Nach Abschluss einer Aufgabe aktualisiere ich die Checklisten (`Aktuelle PrioritĂ€ten`) in den jeweiligen Team-Dateien. +- **Wissens-Transfer:** Entdeckte Patterns oder Architektur-Entscheidungen schreibe ich sofort in die entsprechenden Team-Dokumente zurĂŒck, damit das Team-Wissen "lebt". + +## đŸ› ïž Technische Leitplanken +- **Code-Stil:** Höchste PrioritĂ€t auf Typsicherheit und Dokumentation (Docstrings/Comments). +- **Infrastruktur:** Alles ist Code (IaC). Keine manuellen Setups ohne Dokumentation im DevOps-Profil. +- **Security:** "God's Eye" erfordert maximale Sicherheit. Jedes Feature wird auf potenzielle Leaks geprĂŒft. + +--- +*Hinweis an Gemini CLI: Diese Datei ist dein primĂ€res Mandat. Lies sie bei jedem Start und richte dein Verhalten strikt danach aus.* diff --git a/GODS_EYE_SPECIFICATION.md b/GODS_EYE_SPECIFICATION.md new file mode 100644 index 0000000..ad4b81c --- /dev/null +++ b/GODS_EYE_SPECIFICATION.md @@ -0,0 +1,73 @@ +# đŸ‘ïž God's Eye - Umfassende System-Spezifikation & Historie + +## 1. Die Vision (Der User-Wunsch) +Das Ziel war die Erschaffung einer privaten **Intelligence-Plattform** im Stil von *Palantir* oder *Worldview*. +- **Totale Transparenz:** Globale Lageerfassung in Echtzeit (Air, Sea, Space, Cyber). +- **Keine Kosten:** Ausschließliche Nutzung von kostenlosen Open-Source-Daten und APIs. +- **Echte Daten (Ziel):** Expliziter Verzicht auf Mock-Daten; aktuelle Implementierung ist weitgehend live, mit einzelnen kuratierten Quellen. +- **KI-Integration:** Nutzung lokaler Rechenpower (M4 Pro) fĂŒr Analysen und Vorhersagen. +- **Visuelle Immersion:** Ein hochperformanter 3D-Globus mit 2D-Switch, LĂ€ndergrenzen, Wolken und detaillierten Akten zu jedem Objekt. + +--- + +## 2. Technische Architektur + +### Backend (Die Daten-Pumpe) +- **Framework:** Python FastAPI mit modernem `lifespan`-Management. +- **Echtzeit-Stream:** Ein asynchroner WebSocket-Server (`/ws`), der alle 2 Sekunden ein aggregiertes Datenpaket an alle Clients pusht. +- **AI-Subsystem:** Integration von **Ollama (Llama 3.2)** fĂŒr: + - **Geopolitical Summaries:** Zusammenfassung der Weltlage. + - **AI-Geocoding:** Extraktion von Koordinaten aus rohen News-Schlagzeilen. + - **Prediction Engine:** Vorhersage von Hotspots basierend auf News-Trends und GPS-Anomalien. + +### Frontend (Die Operations-Zentrale) +- **Framework:** React 19 + TypeScript + Vite. +- **Engine:** `globe.gl` (WebGL/Three.js) fĂŒr das 3D-Rendering. +- **Styling:** Tailwind CSS v4 im Cyber-Defense Look (Nacht-Modus, leuchtende Akzente). +- **Features:** + - **Fly-To:** Sanfte Kamerafahrten zu jedem Zielobjekt bei Klick. + - **Detail-Panel:** Dynamische Akten-Ansicht mit Telemetriedaten (Altitude, Velocity, Origin). + - **Filter-System:** Strategisches Panel zum Filtern von MilitĂ€r-Assets oder Jamming-Zonen. + +--- + +## 3. Implementierte Datenströme (Ist-Stand MĂ€rz 2026) + +1. **✈ Luftraum (Air):** + - **Quelle:** OpenSky Network. + - **Logik:** Analyse der Höhendaten zur Erkennung von GPS-Interferenzen (Jamming). +2. **đŸ›°ïž Weltraum (Space):** + - **Quelle:** NORAD / Celestrak (TLE-Daten). + - **Objekte:** Echtzeit-Orbits von 500+ MilitĂ€r-Satelliten und Starlink-Konstellationen. +3. **⚓ Maritim (Sea):** + - **Quelle:** AIS-Aggregatoren (Schwerpunkt auf globale Choke-Points wie Suez, Hormuz). + - **Aktueller Stand:** Reale AIS-Positionen aus Digitraffic (regionaler Fokus Nordeuropa/Baltikum), keine synthetischen Schiffe. +4. **đŸ—žïž Intelligence (News):** + - **Quelle:** RSS-Feeds von Reuters, BBC, Al Jazeera, The Guardian. + - **Filter:** Automatischer Ausschluss von Sport, Unterhaltung und Unwichtigem. +5. **đŸ“· Surveillance (Web):** + - **Quelle:** Georeferenzierte öffentliche Webcams (Community-Datenbanken). + - **Aktueller Stand:** Reale öffentliche Webcam-Seiten mit Reachability-Check (ONLINE/OFFLINE), keine kĂŒnstlich "always live" gesetzten Stati. +6. **🌐 Netzwerk (Cyber):** + - **Quelle:** RIPE Stat fĂŒr BGP-StabilitĂ€tsdaten. + +--- + +## 4. Gelöste Herausforderungen (Engineering-Historie) + +- **WebGL Stability:** Behebung von "Black Screens" durch stufenweises Laden der Texturen und LĂ€ndergrenzen. Entfernung fehleranfĂ€lliger NASA-Tile-Layer zugunsten stabiler Basis-Maps mit Transparenz-Overlays. +- **Data Validation:** Implementierung von radikalen Koordinaten-Checks (lat/lon), um AbstĂŒrze durch fehlerhafte API-Daten zu verhindern. +- **Performance:** Nutzung von `concurrently` fĂŒr den One-Command-Start (`npm start`) und automatisches Prozess-Kill-Management bei `Ctrl+C`. +- **AI-Focus:** Umstellung der News-Analyse von einfachen Keywords auf echtes NLP via Ollama, um prĂ€zise Geokoordinaten fĂŒr Nachrichten zu erhalten. + +--- + +## 5. Roadmap & ZukĂŒnftige WĂŒnsche +- [ ] Integration von echten Live-Video-Embeds fĂŒr Webcams (wo verfĂŒgbar). +- [ ] Historische Track-Verfolgung fĂŒr ausgewĂ€hlte MilitĂ€r-Flugzeuge. +- [ ] Deep-Learning-Modell zur Erkennung von Schiffsbewegungs-Mustern. +- [ ] Erweiterung des BGP-Monitorings auf spezifische Unterseekabel-Landestationen. + +--- +*Dokumentationsstand: MĂ€rz 2026* +*Erstellt durch: Gemini Engineering Team im Auftrag von Dennis.* diff --git a/PROJECT_VISION.md b/PROJECT_VISION.md new file mode 100644 index 0000000..715ce97 --- /dev/null +++ b/PROJECT_VISION.md @@ -0,0 +1,31 @@ +# God's Eye - Project Vision & Core Capabilities + +## đŸ‘ïž Die Mission +"God's Eye" ist eine private, OSINT-basierte (Open Source Intelligence) Kommandozentrale zur globalen Situationswahrnehmung. Es aggregiert fragmentierte Datenströme der Welt in einem einzigen, hochperformanten 3D-Interface, um Muster zu erkennen, die fĂŒr das bloße Auge unsichtbar bleiben. + +## 🚀 Kern-Funktionen + +### 1. Strategisches Luft- & Raumfahrt-Tracking +- **MilitĂ€rische Satelliten:** Echtzeit-Positionsberechnung von Spionage- und Kommunikationssatelliten mittels TLE-Daten. +- **Ziviler Flugverkehr:** Globale Live-Flugdaten mit Fokus auf Telemetrie-Anomalien. + +### 2. Elektronische KampffĂŒhrung & Cyber-Infrastruktur +- **GPS-Interferenz-Mapping:** Identifikation von Jamming- und Spoofing-Zonen durch Abgleich von barometrischen vs. geometrischen Höhendaten von Flugzeugen. +- **BGP-Monitoring:** Echtzeit-Überwachung der globalen Internet-Routing-StabilitĂ€t (BGP Hijacks/AusfĂ€lle). + +### 3. Global Intelligence & News Aggregation +- **RSS-basierte News Integration (Ist):** Weltweite Nachrichten aus mehreren internationalen Feeds werden regelmĂ€ĂŸig gescannt, georeferenziert und auf dem Globus visualisiert. +- **GDELT Integration (Roadmap):** Geplant als nĂ€chster Schritt fĂŒr breitere Ereignisabdeckung. +- **Webcam-Intelligence:** Einbindung strategisch wichtiger Live-Webcams fĂŒr visuelle BestĂ€tigung von Ereignissen. + +### 4. PrĂ€diktive KI-Analyse (Ollama Integration) +- **Local Threat Assessment:** Ein lokales LLM (Llama 3.2 auf M4 Pro) analysiert die aggregierten Datenströme. +- **Hotspot Prediction:** Die KI berechnet Wahrscheinlichkeiten fĂŒr zukĂŒnftige Ereignisse basierend auf aktuellen Trends und Anomalien. + +## đŸ› ïž Technisches Versprechen +- **100% Kostenlos:** Ausschließliche Nutzung freier APIs und Open-Source-Daten. +- **100% Privat:** Die gesamte Analyse (KI) findet lokal auf deiner Hardware statt. +- **High Performance:** GPU-beschleunigtes 3D-Rendering fĂŒr flĂŒssige Darstellung tausender Objekte. + +--- +*"God's Eye sieht alles, kostet nichts und gehört nur dir."* diff --git a/README.md b/README.md new file mode 100644 index 0000000..660ef5d --- /dev/null +++ b/README.md @@ -0,0 +1,44 @@ +# đŸ‘ïž God's Eye - Bedienungsanleitung + +## đŸ› ïž Voraussetzungen +- **Node.js & npm** +- **Python 3.10+** +- **Ollama** (fĂŒr die lokale KI-Analyse) - Lade es von [ollama.com](https://ollama.com) herunter. + +## 🚀 System mit einem Befehl starten + +Um das gesamte System (Backend & Frontend) gleichzeitig zu starten, fĂŒhre im Hauptverzeichnis einfach aus: + +```bash +npm start +``` + +### Was passiert dabei? +- **Backend (FastAPI):** Wird automatisch in der virtuellen Umgebung gestartet. +- **Frontend (Vite):** Wird parallel gestartet. +- **Auto-Stop:** Wenn du **`Ctrl + C`** drĂŒckst, werden **beide** Prozesse (Backend & Frontend) automatisch beendet. + +--- + +## đŸ› ïž Einmalige Einrichtung (falls noch nicht geschehen) +Falls du das Projekt zum ersten Mal startest: +```bash +npm run install-all +``` + +--- + +### 🌐 Browser öffnen +Navigiere zu: **`http://localhost:5173`** + +--- + +## 📂 Projekt-Struktur +- `backend/`: Python FastAPI Server (Datenaggregation & KI). +- `frontend/`: React + Globe.gl UI. +- `docs/team/`: Deine virtuellen Experten-Profile. +- `GEMINI.md`: Das Mandat fĂŒr die KI-Entwicklung. +- `PROJECT_VISION.md`: Detaillierte Beschreibung der System-FĂ€higkeiten. + +--- +*Hinweis: God's Eye nutzt Echtzeit-Daten. Die erste Ladezeit der Satelliten und Flugzeuge kann beim ersten Start 10-15 Sekunden dauern.* diff --git a/backend/main.py b/backend/main.py new file mode 100644 index 0000000..f2e6318 --- /dev/null +++ b/backend/main.py @@ -0,0 +1,325 @@ +import asyncio +import json +from fastapi import FastAPI, WebSocket +from fastapi.middleware.cors import CORSMiddleware +from contextlib import asynccontextmanager +from datetime import datetime, timezone +from pathlib import Path +from dotenv import load_dotenv + +# Load environment variables before anything else +load_dotenv() + +from services.opensky import fetch_planes +from services.satellites import get_satellite_positions +from services.news import fetch_news +from services.ai import analyze_threat +from services.webcams import fetch_webcams +from services.bgp import fetch_bgp_status +from services.ais import fetch_ships, ais_worker, ais_pruner +from services.conflicts import fetch_conflicts +from services.cyber import fetch_cyber_warfare + +HISTORY_DIR = Path(__file__).parent / "data_history" +HISTORY_DIR.mkdir(exist_ok=True) +MAX_SNAPSHOTS = 120 # keep last ~2 hours at 1min intervals + +clients: set = set() +current_data = { + "planes": [], + "satellites": [], + "news": [], + "gps_interference": [], + "emergency_squawks": [], + "ai_analysis": { + "summary": "System initializing...", + "threat_level": "UNKNOWN", + "predictions": [] + }, + "webcams": [], + "bgp": {}, + "ships": [], + "conflicts": [], + "cyber_attacks": [], + "last_updated": {} +} + +# Broadcast cache — only rebuilt when data changes +_full_payload_cache: str | None = None +_full_payload_version: int = 0 +_data_version: dict[str, int] = {} + +def _ts(): + return datetime.now(timezone.utc).isoformat() + +def _mark_changed(key: str): + global _full_payload_cache + _data_version[key] = _data_version.get(key, 0) + 1 + _full_payload_cache = None + +def _get_broadcast_payload() -> str: + global _full_payload_cache + # No aggressive version caching to ensure immediate movement + + return json.dumps({"type": "update", **current_data}, separators=(',', ':')) + + +async def update_maritime(): + while True: + try: + current_data["ships"] = await fetch_ships() + current_data["last_updated"]["ships"] = _ts() + _mark_changed("ships") + except Exception as e: + print(f"[MARITIME] Error: {e}") + await asyncio.sleep(30) + +async def update_planes_and_gps(): + while True: + try: + result = await fetch_planes() + if isinstance(result, dict) and result.get("planes"): + current_data["planes"] = result.get("planes", []) + current_data["gps_interference"] = result.get("interference", []) + current_data["emergency_squawks"] = result.get("emergencies", []) + current_data["last_updated"]["planes"] = _ts() + _mark_changed("planes") + except Exception as e: + print(f"[AIRSPACE] Error: {e}") + await asyncio.sleep(20) + +async def update_satellites(): + while True: + try: + # Satellites positions are computed from TLEs. + # The TLE fetch itself should be cached in satellites.py. + current_data["satellites"] = await get_satellite_positions() + current_data["last_updated"]["satellites"] = _ts() + _mark_changed("satellites") + except Exception as e: + print(f"[SPACE] Error: {e}") + await asyncio.sleep(60) # Position computation update interval + +async def update_cyber(): + while True: + try: + bgp = current_data.get("bgp") + cyber_data = await fetch_cyber_warfare(bgp) + if cyber_data: # Only update if we got real data + current_data["cyber_attacks"] = cyber_data + current_data["last_updated"]["cyber_attacks"] = _ts() + _mark_changed("cyber_attacks") + except Exception as e: + print(f"[CYBER] Error: {e}") + await asyncio.sleep(300) # ThreatFox limits (5 mins) + +async def update_news_and_ai(): + while True: + try: + news = await fetch_news() + bgp = await fetch_bgp_status() + if news: current_data["news"] = news + if bgp: current_data["bgp"] = bgp + current_data["last_updated"]["news"] = _ts() + _mark_changed("news") + + if current_data["news"] or current_data["conflicts"]: + analysis = await analyze_threat( + current_data["news"], + current_data["gps_interference"], + current_data["bgp"], + conflicts=current_data["conflicts"], + ships=current_data["ships"], + planes=current_data["planes"], + ) + current_data["ai_analysis"] = analysis + _mark_changed("ai") + except Exception as e: + print(f"[INTEL] Error: {e}") + await asyncio.sleep(300) # RSS and AI limits (5 mins) + + +async def update_conflicts(): + while True: + try: + conflicts = await fetch_conflicts() + if conflicts: + current_data["conflicts"] = conflicts + current_data["last_updated"]["conflicts"] = _ts() + _mark_changed("conflicts") + except Exception as e: + print(f"[CONFLICTS] Error: {e}") + await asyncio.sleep(600) # GDELT data (10 mins) + + +async def update_webcams(): + while True: + try: + webcams = await fetch_webcams() + if webcams: + current_data["webcams"] = webcams + current_data["last_updated"]["webcams"] = _ts() + _mark_changed("webcams") + except Exception as e: + print(f"[WEBCAMS] Error: {e}") + await asyncio.sleep(3600) # Rarely changes + + +async def broadcast_updates(): + last_version = -1 + while True: + if clients and _full_payload_version != last_version: + payload = _get_broadcast_payload() + last_version = _full_payload_version + dead_clients: set = set() + for client in list(clients): + try: + await client.send_text(payload) + except Exception: + dead_clients.add(client) + clients.difference_update(dead_clients) + await asyncio.sleep(2) + + +def _save_snapshot(): + """Save a compact snapshot to disk for historical review.""" + ts = datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%SZ") + snapshot = { + "timestamp": _ts(), + "planes_count": len(current_data["planes"]), + "ships_count": len(current_data["ships"]), + "satellites_count": len(current_data["satellites"]), + "planes": current_data["planes"], + "ships": current_data["ships"], + "gps_interference": current_data["gps_interference"], + "emergency_squawks": current_data["emergency_squawks"], + "news": current_data["news"], + "conflicts": current_data["conflicts"], + "ai_analysis": current_data["ai_analysis"], + } + path = HISTORY_DIR / f"{ts}.json" + path.write_text(json.dumps(snapshot, separators=(',', ':'))) + # Prune old snapshots + files = sorted(HISTORY_DIR.glob("*.json")) + for f in files[:-MAX_SNAPSHOTS]: + f.unlink(missing_ok=True) + + +async def save_snapshots(): + """Periodically save data snapshots for time-travel review.""" + while True: + await asyncio.sleep(60) + try: + _save_snapshot() + except Exception as e: + print(f"[HISTORY] Snapshot error: {e}") + + +@asynccontextmanager +async def lifespan(app: FastAPI): + tasks = [ + asyncio.create_task(ais_worker()), + asyncio.create_task(ais_pruner()), + asyncio.create_task(update_maritime()), + asyncio.create_task(update_planes_and_gps()), + asyncio.create_task(update_satellites()), + asyncio.create_task(update_cyber()), + asyncio.create_task(update_news_and_ai()), + asyncio.create_task(update_webcams()), + asyncio.create_task(update_conflicts()), + asyncio.create_task(broadcast_updates()), + asyncio.create_task(save_snapshots()), + ] + # Save initial snapshot once data loads + print("[GOD'S EYE] All 9 data pipelines online.") + yield + for t in tasks: + t.cancel() + + +app = FastAPI(lifespan=lifespan) +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +@app.get("/") +async def root(): + return { + "status": "ONLINE", + "system": "GOD'S EYE", + "version": "2.1.0", + "active_clients": len(clients), + "data_counts": { + "planes": len(current_data["planes"]), + "satellites": len(current_data["satellites"]), + "ships": len(current_data["ships"]), + "news": len(current_data["news"]), + "webcams": len(current_data["webcams"]), + "gps_interference": len(current_data["gps_interference"]), + "emergencies": len(current_data["emergency_squawks"]), + "conflicts": len(current_data["conflicts"]), + }, + "last_updated": current_data["last_updated"] + } + + +@app.get("/health") +async def health(): + return {"status": "healthy", "timestamp": _ts()} + + +@app.get("/history") +async def list_history(): + """List available data snapshots for time-travel review.""" + files = sorted(HISTORY_DIR.glob("*.json"), reverse=True) + snapshots = [] + for f in files[:MAX_SNAPSHOTS]: + try: + meta = json.loads(f.read_text()) + snapshots.append({ + "id": f.stem, + "timestamp": meta.get("timestamp", ""), + "planes": meta.get("planes_count", 0), + "ships": meta.get("ships_count", 0), + "gps_zones": len(meta.get("gps_interference", [])), + "news": len(meta.get("news", [])), + "threat_level": meta.get("ai_analysis", {}).get("threat_level", ""), + }) + except Exception: + continue + return {"snapshots": snapshots} + + +@app.get("/history/{snapshot_id}") +async def get_snapshot(snapshot_id: str): + """Retrieve a specific historical data snapshot.""" + path = HISTORY_DIR / f"{snapshot_id}.json" + if not path.exists(): + return {"error": "Snapshot not found"}, 404 + return json.loads(path.read_text()) + + +@app.websocket("/ws") +async def websocket_endpoint(websocket: WebSocket): + await websocket.accept() + clients.add(websocket) + print(f"[WS] Client connected. Total: {len(clients)}") + try: + await websocket.send_text(_get_broadcast_payload()) + while True: + await websocket.receive_text() + except Exception: + pass + finally: + clients.discard(websocket) + print(f"[WS] Client disconnected. Total: {len(clients)}") + + +if __name__ == "__main__": + import uvicorn + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/backend/military.tle b/backend/military.tle new file mode 100644 index 0000000..134978c --- /dev/null +++ b/backend/military.tle @@ -0,0 +1,66 @@ +SAPPHIRE +1 39088U 13009C 26065.47075351 .00000262 00000+0 10652-3 0 9998 +2 39088 98.4217 247.3748 0011019 189.2237 170.8748 14.35207448681840 +PRAETORIAN SDA_602 +1 65565U 25203A 26065.53646411 .00000295 00000+0 25293-3 0 9997 +2 65565 81.3005 105.8613 0007137 109.7019 250.4908 13.84333321 24493 +PRAETORIAN SDA_603 +1 65566U 25203B 26065.16936989 .00000276 00000+0 23831-3 0 9994 +2 65566 81.3005 106.0435 0010786 110.9189 249.3123 13.83902996 24456 +PRAETORIAN SDA_604 +1 65567U 25203C 26065.55906540 .00000072 00000+0 54953-4 0 9992 +2 65567 81.3025 105.9374 0006760 115.4529 244.7327 13.83033880 24490 +PRAETORIAN SDA_605 +1 65568U 25203D 26065.33832279 .00000074 00000+0 56700-4 0 9990 +2 65568 81.2987 105.9095 0009511 106.4694 253.7508 13.83528375 24474 +PRAETORIAN SDA_606 +1 65569U 25203E 26065.25155414 .00000322 00000+0 28109-3 0 9998 +2 65569 81.3026 106.1779 0007077 107.1531 253.0400 13.83531623 24457 +PRAETORIAN SDA_607 +1 65570U 25203F 26065.24940318 .00000296 00000+0 25385-3 0 9997 +2 65570 81.3009 105.9952 0010091 109.8985 250.3260 13.84465383 24467 +PRAETORIAN SDA_608 +1 65571U 25203G 26065.19059354 .00000074 00000+0 55683-4 0 9992 +2 65571 81.2978 106.1674 0007160 115.8619 244.3276 13.83886404 24448 +PRAETORIAN SDA_609 +1 65572U 25203H 26065.51803163 .00000278 00000+0 23808-3 0 9993 +2 65572 81.3023 105.8730 0008193 109.0518 251.1527 13.84314594 24497 +PRAETORIAN SDA_610 +1 65573U 25203J 26065.24703745 .00000085 00000+0 65617-4 0 9990 +2 65573 81.2980 106.0813 0007780 111.1410 249.0578 13.84010751 24456 +PRAETORIAN SDA_611 +1 65574U 25203K 26065.34769689 .00000179 00000+0 15255-3 0 9997 +2 65574 81.2971 106.0593 0006835 118.6750 241.5094 13.83295429 24468 +PRAETORIAN SDA_612 +1 65575U 25203L 26065.24894417 .00000292 00000+0 24752-3 0 9993 +2 65575 81.3000 105.9897 0010519 111.0294 249.1989 13.85045152 24467 +PRAETORIAN SDA_613 +1 65576U 25203M 26065.54178680 .00000257 00000+0 22489-3 0 9990 +2 65576 81.2970 105.8198 0006998 110.7862 249.4044 13.82987768 24492 +PRAETORIAN SDA_614 +1 65577U 25203N 26065.50777911 .00000081 00000+0 61192-4 0 9999 +2 65577 81.2984 105.8019 0008398 108.5892 251.6178 13.84765324 24503 +PRAETORIAN SDA_615 +1 65578U 25203P 26065.24244925 .00000314 00000+0 26979-3 0 9997 +2 65578 81.2996 105.9469 0010262 109.1811 251.0457 13.84422280 24468 +PRAETORIAN SDA_616 +1 65579U 25203Q 26065.56391622 .00000291 00000+0 25411-3 0 9994 +2 65579 81.3034 105.9428 0006564 117.3925 242.7900 13.83298187 24494 +PRAETORIAN SDA_617 +1 65580U 25203R 26065.57654382 .00000075 00000+0 57336-4 0 9994 +2 65580 81.3007 105.7715 0008747 108.7614 251.4492 13.83191038 24509 +PRAETORIAN SDA_618 +1 65581U 25203S 26065.23234500 .00000354 00000+0 30400-3 0 9996 +2 65581 81.2995 105.9388 0011031 110.9885 249.2453 13.84762398 24469 +PRAETORIAN SDA_619 +1 65582U 25203T 26065.35075271 .00000334 00000+0 29031-3 0 9994 +2 65582 81.3014 105.9683 0009185 108.4245 251.7911 13.83930042 25101 +PRAETORIAN SDA_620 +1 65583U 25203U 26065.50393821 .00000386 00000+0 33873-3 0 9992 +2 65583 81.3001 105.8217 0008644 105.1119 255.0995 13.83705885 24498 +PRAETORIAN SDA_621 +1 65584U 25203V 26065.56050255 .00000089 00000+0 69455-4 0 9996 +2 65584 81.2992 105.7187 0008669 103.5537 256.6586 13.83787042 24505 +PRAETORIAN SDA_601 +1 65585U 25203W 26065.49920927 .00000441 00000+0 38976-3 0 9996 +2 65585 81.3000 105.9863 0006526 116.4493 243.7334 13.83484967 24489 diff --git a/backend/navigation.tle b/backend/navigation.tle new file mode 100644 index 0000000..3899e02 --- /dev/null +++ b/backend/navigation.tle @@ -0,0 +1,519 @@ +GPS BIIR-2 (PRN 13) +1 24876U 97035A 26064.99563334 .00000005 00000+0 00000+0 0 9994 +2 24876 55.9363 102.6088 0097990 56.2514 304.7521 2.00564004209882 +GPS BIIR-5 (PRN 22) +1 26407U 00040A 26065.82464189 .00000025 00000+0 00000+0 0 9999 +2 26407 54.8750 219.2256 0122644 302.5332 230.2733 2.00568995187891 +GPS BIIR-8 (PRN 16) +1 27663U 03005A 26065.41226067 .00000020 00000+0 00000+0 0 9999 +2 27663 54.9069 219.0498 0148732 52.7313 318.1949 2.00566200169257 +GPS BIIR-11 (PRN 19) +1 28190U 04009A 26064.93315625 -.00000023 00000+0 00000+0 0 9999 +2 28190 54.9146 279.8578 0111025 169.1048 11.7386 2.00558087160879 +GPS BIIR-13 (PRN 02) +1 28474U 04045A 26065.34106905 -.00000095 00000+0 00000+0 0 9998 +2 28474 55.1936 329.0412 0170812 312.9072 225.9723 2.00573554156362 +GPS BIIRM-1 (PRN 17) +1 28874U 05038A 26065.65681979 -.00000017 00000+0 00000+0 0 9992 +2 28874 54.9613 277.3140 0128744 295.3788 71.8812 2.00572910149783 +INMARSAT 4-F2 (SOUTHPA*) +1 28899U 05044A 26065.32477566 -.00000264 00000+0 00000+0 0 9999 +2 28899 4.9598 43.8038 0002699 323.6854 56.9722 1.00271905 74496 +GPS BIIRM-2 (PRN 31) +1 29486U 06042A 26065.30659479 .00000009 00000+0 00000+0 0 9990 +2 29486 54.6979 155.4247 0106709 52.9095 318.4746 2.00575309142339 +GPS BIIRM-3 (PRN 12) +1 29601U 06052A 26065.20822791 .00000018 00000+0 00000+0 0 9998 +2 29601 54.9564 218.0858 0087842 89.3907 271.5694 2.00551801141349 +GPS BIIRM-4 (PRN 15) +1 32260U 07047A 26065.01635843 -.00000015 00000+0 00000+0 0 9995 +2 32260 54.0170 84.3168 0163613 85.9747 275.9459 2.00560687134746 +COSMOS 2433 (720) +1 32275U 07052A 26065.14823072 -.00000060 00000+0 00000+0 0 9994 +2 32275 65.6339 319.4027 0001925 271.0893 88.9473 2.13103993142867 +COSMOS 2432 (719) +1 32276U 07052B 26062.91914729 -.00000053 00000+0 00000+0 0 9999 +2 32276 65.6511 319.6039 0010630 330.1271 64.0556 2.13102981142846 +GPS BIIRM-5 (PRN 29) +1 32384U 07062A 26065.07949970 -.00000020 00000+0 00000+0 0 9990 +2 32384 55.1135 278.2961 0032970 160.6738 12.9295 2.00553677133447 +COSMOS 2434 (721) +1 32393U 07065A 26064.58450806 .00000016 00000+0 00000+0 0 9997 +2 32393 64.3181 195.4072 0003739 70.4545 107.4157 2.13101183141562 +COSMOS 2436 (723) +1 32395U 07065C 26063.04733503 .00000000 00000+0 00000+0 0 9990 +2 32395 64.3269 195.5300 0017530 7.4777 203.8673 2.13099973141485 +GPS BIIRM-6 (PRN 07) +1 32711U 08012A 26064.43600902 .00000009 00000+0 00000+0 0 9994 +2 32711 54.4824 154.0710 0207038 246.2040 111.6495 2.00569259131672 +GPS BIIRM-8 (PRN 05) +1 35752U 09043A 26065.15231838 -.00000084 00000+0 00000+0 0 9999 +2 35752 56.1494 31.4989 0051734 80.7052 92.3739 2.00560376121296 +COSMOS 2456 (730) +1 36111U 09070A 26065.71551972 -.00000003 00000+0 00000+0 0 9996 +2 36111 64.9504 74.4664 0006339 306.1102 176.9939 2.13103461126247 +COSMOS 2457 (733) +1 36112U 09070B 26065.86026214 -.00000003 00000+0 00000+0 0 9999 +2 36112 64.9361 74.3074 0002155 196.6002 165.9006 2.13100897126250 +COSMOS 2460 (732) +1 36402U 10007C 26063.07006766 -.00000051 00000+0 00000+0 0 9997 +2 36402 65.4801 318.0258 0001792 14.3302 8.4003 2.13106010124499 +GPS BIIF-1 (PRN 25) +1 36585U 10022A 26064.75428881 .00000012 00000+0 00000+0 0 9994 +2 36585 54.2886 212.7266 0127338 65.8860 296.5732 2.00557356115526 +BEIDOU-2 IGSO-1 (C06) +1 36828U 10036A 26064.71564830 -.00000126 00000+0 00000+0 0 9997 +2 36828 54.2927 163.8986 0054017 218.9744 143.1840 1.00252203 57065 +BEIDOU-2 G4 (C04) +1 37210U 10057A 26065.82717685 -.00000114 00000+0 00000+0 0 9994 +2 37210 3.3928 69.5393 0008762 211.9137 340.8851 1.00272420 56268 +BEIDOU-2 IGSO-2 (C07) +1 37256U 10068A 26063.55016868 -.00000178 00000+0 00000+0 0 9999 +2 37256 47.7317 273.1244 0047330 213.1251 341.1802 1.00258965 55745 +BEIDOU-2 IGSO-3 (C08) +1 37384U 11013A 26058.90884667 -.00000154 00000+0 00000+0 0 9999 +2 37384 62.2642 41.1818 0035029 190.8154 358.7681 1.00294022 54567 +GSAT-8 (GAGAN/PRN 127) +1 37605U 11022A 26065.80646343 .00000082 00000+0 00000+0 0 9998 +2 37605 1.8663 83.1264 0007140 216.5939 210.1807 1.00273406 52197 +BEIDOU-2 IGSO-4 (C09) +1 37763U 11038A 26064.72437745 -.00000100 00000+0 00000+0 0 9996 +2 37763 54.5899 166.6081 0154581 230.9953 121.0281 1.00265577 53603 +GSAT0101 (GALILEO-PFM) +1 37846U 11060A 26053.46432651 -.00000082 00000+0 00000+0 0 9992 +2 37846 57.0318 344.8758 0003975 357.0591 2.9533 1.70475478 89166 +GSAT0102 (GALILEO-FM2) +1 37847U 11060B 26060.06318653 -.00000106 00000+0 00000+0 0 9999 +2 37847 57.0301 344.6971 0005422 341.2092 154.1953 1.70475778 89286 +COSMOS 2476 (744) +1 37867U 11064A 26065.17118656 .00000001 00000+0 00000+0 0 9996 +2 37867 65.2104 76.3481 0025186 241.3746 92.4806 2.13103631111562 +COSMOS 2477 (745) +1 37868U 11064B 26062.25639741 .00000024 00000+0 00000+0 0 9991 +2 37868 65.2151 76.5253 0022241 242.8811 195.4983 2.13102695111505 +COSMOS 2475 (743) +1 37869U 11064C 26065.66634538 .00000000 00000+0 00000+0 0 9993 +2 37869 65.2241 76.4304 0028031 254.4778 235.4579 2.13101515111580 +BEIDOU-2 IGSO-5 (C10) +1 37948U 11073A 26063.54783174 -.00000153 00000+0 00000+0 0 9997 +2 37948 47.8676 272.8369 0108588 221.1171 320.7210 1.00272598 52087 +LUCH 5A (SDCM/PRN 140) +1 37951U 11074B 26065.82856353 -.00000049 00000+0 00000+0 0 9999 +2 37951 8.4932 75.3103 0003865 248.4746 306.1672 1.00276045 52028 +BEIDOU-2 G5 (C05) +1 38091U 12008A 26065.87846221 .00000054 00000+0 00000+0 0 9996 +2 38091 3.3183 70.3001 0014143 255.5790 213.7869 1.00272389 51349 +BEIDOU-2 M3 (C11) +1 38250U 12018A 26064.01894681 -.00000067 00000+0 00000+0 0 9997 +2 38250 55.8459 308.3876 0021147 279.6506 80.1690 1.86229821 94007 +BEIDOU-2 M4 (C12) +1 38251U 12018B 26065.02500567 -.00000069 00000+0 00000+0 0 9999 +2 38251 55.7456 307.5760 0012630 286.4840 73.4334 1.86229543 94024 +SES-5 (EGNOS/PRN 136) +1 38652U 12036A 26065.22597522 .00000028 00000+0 00000+0 0 9997 +2 38652 0.0597 310.4117 0001901 31.4449 268.4077 1.00271218 43429 +BEIDOU-2 M6 (C14) +1 38775U 12050B 26063.66128696 -.00000027 00000+0 00000+0 0 9997 +2 38775 56.4533 66.3489 0013968 341.8059 18.1670 1.86230964 91362 +GSAT-10 (GAGAN/PRN 128) +1 38779U 12051B 26065.81201012 -.00000168 00000+0 00000+0 0 9991 +2 38779 0.0676 261.9938 0004551 177.4731 100.3598 1.00273399 49078 +GPS BIIF-3 (PRN 24) +1 38833U 12053A 26065.11266852 .00000008 00000+0 00000+0 0 9992 +2 38833 53.5660 147.8234 0176954 64.7855 297.0886 2.00565873 97370 +GSAT0103 (GALILEO-FM3) +1 38857U 12055A 26064.64990116 .00000009 00000+0 00000+0 0 9995 +2 38857 55.7393 104.3859 0005425 285.5287 74.4915 1.70473457 83254 +BEIDOU-2 G6 (C02) +1 38953U 12059A 26063.10227411 -.00000185 00000+0 00000+0 0 9993 +2 38953 4.1554 74.6500 0010671 304.2337 263.7683 1.00269514 48856 +LUCH 5B (SDCM/PRN 125) +1 38977U 12061A 26065.76608216 -.00000139 00000+0 00000+0 0 9991 +2 38977 10.2623 50.8817 0003692 226.3927 146.6875 1.00272261 48583 +COSMOS 2485 (747) +1 39155U 13019A 26063.73454937 .00000012 00000+0 00000+0 0 9997 +2 39155 65.3600 77.1091 0025497 236.8511 122.9458 2.13102928100058 +GPS BIIF-4 (PRN 27) +1 39166U 13023A 26064.97752527 -.00000015 00000+0 00000+0 0 9991 +2 39166 54.5849 273.1765 0141644 49.9392 311.3205 2.00564238 93815 +IRNSS-1A +1 39199U 13034A 26062.59712745 .00000081 00000+0 00000+0 0 9995 +2 39199 35.4874 65.3779 0017825 190.7092 175.2371 1.00269823 46313 +GPS BIIF-5 (PRN 30) +1 39533U 14008A 26065.47472284 .00000007 00000+0 00000+0 0 9998 +2 39533 53.6379 153.5106 0082368 228.3720 130.9608 2.00553229 87628 +ASTRA 5B (EGNOS/PRN 123) +1 39617U 14011B 26065.80022338 .00000134 00000+0 00000+0 0 9994 +2 39617 0.0860 301.0296 0004015 28.7722 146.2633 1.00272325 43645 +COSMOS 2492 (754) +1 39620U 14012A 26065.57044016 -.00000059 00000+0 00000+0 0 9997 +2 39620 65.3564 317.4255 0013141 326.4399 33.5365 2.13103231 93052 +IRNSS-1B +1 39635U 14017A 26062.54882074 .00000102 00000+0 00000+0 0 9994 +2 39635 29.1127 242.2056 0021171 179.2461 352.3815 1.00270890 43734 +LUCH 5V (SDCM/PRN 141) +1 39727U 14023A 26065.60036917 -.00000271 00000+0 00000+0 0 9998 +2 39727 4.8804 70.7549 0003084 285.1366 119.2902 1.00271330 43336 +GPS BIIF-6 (PRN 06) +1 39741U 14026A 26064.75554898 -.00000099 00000+0 00000+0 0 9993 +2 39741 56.5458 335.5470 0039849 324.6009 35.1717 2.00568639 86460 +COSMOS 2500 (755) +1 40001U 14032A 26064.33376667 -.00000055 00000+0 00000+0 0 9993 +2 40001 65.2924 317.2230 0005183 201.3822 158.6566 2.13105772 91249 +GPS BIIF-7 (PRN 09) +1 40105U 14045A 26063.84593997 .00000005 00000+0 00000+0 0 9998 +2 40105 55.2815 92.6206 0031508 120.4743 239.9033 2.00551558 83989 +GSAT0201 (GALILEO 5) +1 40128U 14050A 26062.23675925 -.00000027 00000+0 00000+0 0 9998 +2 40128 48.9889 277.7718 1657553 175.2875 186.5034 1.85520013 76352 +GSAT0202 (GALILEO 6) +1 40129U 14050B 26065.18759423 -.00000036 00000+0 00000+0 0 9992 +2 40129 49.0025 276.7356 1658927 176.1364 185.3302 1.85520810 78579 +IRNSS-1C +1 40269U 14061A 26065.58305772 -.00000163 00000+0 00000+0 0 9998 +2 40269 6.2543 90.9291 0019872 356.6405 9.5984 1.00269479 41669 +GPS BIIF-8 (PRN 03) +1 40294U 14068A 26065.21974178 -.00000078 00000+0 00000+0 0 9990 +2 40294 56.9208 34.9218 0062856 68.0586 292.5929 2.00569976 83146 +COSMOS 2501 (702K) +1 40315U 14075A 26060.84023701 -.00000015 00000+0 00000+0 0 9994 +2 40315 63.6170 194.0851 0020735 205.7160 154.1408 2.13101099 87569 +GPS BIIF-9 (PRN 26) +1 40534U 15013A 26065.35117279 .00000016 00000+0 00000+0 0 9995 +2 40534 53.1859 208.4290 0108755 39.8054 320.9401 2.00557521 79764 +GSAT0203 (GALILEO 7) +1 40544U 15017A 26058.52158611 -.00000103 00000+0 00000+0 0 9994 +2 40544 56.8234 344.5881 0005161 295.0116 64.9415 1.70475495 67337 +GSAT0204 (GALILEO 8) +1 40545U 15017B 26058.19060141 -.00000102 00000+0 00000+0 0 9997 +2 40545 56.8295 344.6151 0004389 286.3298 73.6287 1.70475370 30371 +BEIDOU-3S IGSO-1S (C31) +1 40549U 15019A 26065.60071583 -.00000164 00000+0 00000+0 0 9997 +2 40549 49.3862 296.6971 0035764 190.6092 349.7460 1.00273571 40045 +GPS BIIF-10 (PRN 08) +1 40730U 15033A 26065.51165918 -.00000012 00000+0 00000+0 0 9993 +2 40730 54.0631 271.3180 0114550 29.0223 331.6302 2.00561568 77938 +BEIDOU-3S M2S (C58) +1 40748U 15037A 26064.15514271 -.00000065 00000+0 00000+0 0 9993 +2 40748 54.9621 305.6294 0008821 278.3568 81.6004 1.86231809 72184 +BEIDOU-3S M1S (C57) +1 40749U 15037B 26061.69084880 -.00000053 00000+0 00000+0 0 9995 +2 40749 54.9610 305.7025 0004647 29.9008 330.1863 1.86253746 72142 +GSAT0205 (GALILEO 9) +1 40889U 15045A 26043.95434207 .00000078 00000+0 00000+0 0 9996 +2 40889 53.6403 225.6057 0359599 59.9658 303.5577 1.67410800 64211 +GSAT0206 (GALILEO 10) +1 40890U 15045B 26065.21845735 .00000020 00000+0 00000+0 0 9990 +2 40890 54.9806 224.4444 0003724 50.3393 309.6334 1.70473773 65286 +GPS BIIF-11 (PRN 10) +1 41019U 15062A 26065.57045984 -.00000077 00000+0 00000+0 0 9993 +2 41019 56.8944 34.7646 0111446 231.5122 127.4715 2.00567146 75770 +GSAT-15 (GAGAN/PRN 139) +1 41028U 15065A 26065.10082801 -.00000263 00000+0 00000+0 0 9991 +2 41028 0.0855 269.7149 0001104 106.5589 277.3204 1.00271608 37766 +GSAT0209 (GALILEO 12) +1 41174U 15079A 26064.80003714 .00000008 00000+0 00000+0 0 9996 +2 41174 55.7602 104.0969 0004738 323.5937 36.4535 1.70474567 63014 +GSAT0208 (GALILEO 11) +1 41175U 15079B 26062.08735472 .00000015 00000+0 00000+0 0 9996 +2 41175 55.7569 104.1685 0004163 323.7694 36.2890 1.70474318 63383 +IRNSS-1E +1 41241U 16003A 26065.38994928 -.00000293 00000+0 00000+0 0 9996 +2 41241 33.0116 61.2294 0017646 189.2265 165.8466 1.00273983 37042 +GPS BIIF-12 (PRN 32) +1 41328U 16007A 26065.15731679 -.00000004 00000+0 00000+0 0 9993 +2 41328 55.4568 93.5431 0095487 246.0433 113.0135 2.00556703 73779 +COSMOS 2514 (751) +1 41330U 16008A 26065.04801300 -.00000057 00000+0 00000+0 0 9992 +2 41330 65.0816 316.5487 0009105 208.8848 151.1249 2.13102742 78422 +IRNSS-1F +1 41384U 16015A 26065.80187006 .00000156 00000+0 00000+0 0 9992 +2 41384 5.0902 99.2104 0019116 188.2385 198.1485 1.00272507 36645 +BEIDOU-2 IGSO-6 (C13) +1 41434U 16021A 26065.38665594 -.00000150 00000+0 00000+0 0 9996 +2 41434 60.0894 39.0582 0059788 233.3814 126.6015 1.00278312 36456 +IRNSS-1G +1 41469U 16027A 26065.78253050 -.00000337 00000+0 00000+0 0 9991 +2 41469 4.9410 99.9517 0005342 314.3156 161.4455 1.00267587 36158 +GSAT0211 (GALILEO 14) +1 41549U 16030A 26064.55763471 .00000016 00000+0 00000+0 0 9994 +2 41549 55.1310 224.5419 0003581 25.3389 334.6168 1.70473873 60900 +GSAT0210 (GALILEO 13) +1 41550U 16030B 26064.81491220 .00000018 00000+0 00000+0 0 9997 +2 41550 55.1283 224.5329 0001200 195.2538 164.6814 1.70473987 60905 +BEIDOU-2 G7 (C03) +1 41586U 16037A 26065.81738347 -.00000355 00000+0 00000+0 0 9993 +2 41586 1.4675 68.2443 0007914 342.8303 158.1757 1.00266463 5861 +EUTELSAT 117 WEST B (W*) +1 41589U 16038B 26064.98792982 -.00000018 00000+0 00000+0 0 9995 +2 41589 0.0104 328.8615 0000350 267.7539 165.7653 1.00273781 35622 +GSAT0207 (GALILEO 15) +1 41859U 16069A 26059.22748061 .00000008 00000+0 00000+0 0 9997 +2 41859 55.4267 104.1007 0005031 309.1503 50.8842 1.70474383 57546 +GSAT0212 (GALILEO 16) +1 41860U 16069B 26064.94685676 .00000007 00000+0 00000+0 0 9995 +2 41860 55.4278 103.9372 0003643 335.6888 24.3725 1.70474702 57898 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2596 (708K) +1 65590U 25206B 26064.99806025 -.00000060 00000+0 00000+0 0 9992 +2 65590 64.6934 318.5798 0012868 315.8316 234.0611 2.13100363 3719 +GSAT0233 (GALILEO 33) +1 67160U 25302A 26044.50000000 -.00000008 00000+0 00000+0 0 9990 +2 67160 54.3935 105.2952 0003011 207.0582 359.4109 1.70474578 20 +GSAT0234 (GALILEO 34) +1 67162U 25302C 26044.50000000 -.00000008 00000+0 00000+0 0 9992 +2 67162 54.3967 105.2938 0003081 266.8423 119.7309 1.70475065 127 +GPS BIII-9 (PRN 20) +1 67588U 26017A 26062.99831483 .00000012 00000+0 00000+0 0 9992 +2 67588 55.0184 92.9751 0001516 18.2827 341.7919 2.00560918429508 diff --git a/backend/requirements.txt b/backend/requirements.txt new file mode 100644 index 0000000..a2cbc2a --- /dev/null +++ b/backend/requirements.txt @@ -0,0 +1,14 @@ +fastapi +uvicorn +websockets +httpx +skyfield +asyncio +pydantic +pydantic-settings +pyais +requests +python-dotenv +numpy +sgp4 +jplephem diff --git a/backend/services/ai.py b/backend/services/ai.py new file mode 100644 index 0000000..dccbc47 --- /dev/null +++ b/backend/services/ai.py @@ -0,0 +1,875 @@ +import asyncio +import json +import re +import shutil +from datetime import datetime, timezone + +import httpx + +OLLAMA_URL = "http://localhost:11434/api/generate" +MODEL_NAME = "llama3.2" + +# CLI backend: "claude" uses Claude Code CLI (no API key needed if logged in), +# "gemini" uses Gemini CLI (free with Google account), "ollama" = local llama3.2 +# Auto-detect: prefers claude > gemini > ollama +def _detect_cli_backend() -> str: + for tool in ("gemini", "claude"): + if shutil.which(tool): + return tool + return "ollama" + +_CLI_BACKEND = _detect_cli_backend() + + +async def _query_cli(prompt: str) -> dict | None: + """Call claude or gemini CLI as subprocess, parse JSON from response.""" + try: + cmd = [_CLI_BACKEND, "-p", prompt] + proc = await asyncio.create_subprocess_exec( + *cmd, + stdout=asyncio.subprocess.PIPE, + stderr=asyncio.subprocess.PIPE, + ) + stdout, _ = await asyncio.wait_for(proc.communicate(), timeout=30.0) + raw = stdout.decode().strip() + if not raw: + return None + # Strip markdown code fences if present + if "```json" in raw: + raw = raw.split("```json", 1)[1].split("```", 1)[0].strip() + elif "```" in raw: + raw = raw.split("```", 1)[1].split("```", 1)[0].strip() + # Extract first JSON object if there's surrounding text + m = re.search(r'\{.*\}', raw, re.DOTALL) + if m: + raw = m.group(0) + parsed = json.loads(raw) + return parsed if isinstance(parsed, dict) else None + except Exception as exc: + print(f"[AI] CLI query failed ({_CLI_BACKEND}): {exc}") + return None +THREAT_LEVELS = ("LOW", "GUARDED", "ELEVATED", "HIGH", "SEVERE") + +KEYWORD_SCORES = { + "war": 4, + "missile": 4, + "strike": 4, + "attack": 4, + "explosion": 3, + "drone": 3, + "nuclear": 5, + "cyber": 3, + "hijack": 4, + "sanction": 2, + "military": 3, + "troops": 3, + "border": 2, + "earthquake": 2, + "tsunami": 4, +} + +# Hotspot regions with bounding boxes for spatial movement analysis +# bbox = (lat_min, lon_min, lat_max, lon_max) +HOTSPOT_REGIONS = { + "ukraine": { + "name": "Ukraine / Black Sea", "lat": 48.38, "lon": 31.17, + "bbox": (44, 25, 52, 40), + "keywords": ["ukraine", "kyiv", "kharkiv", "crimea", "donbas", "odesa", "bakhmut", "zaporizhzhia"], + "baseline": "Escalation risk around frontline", + }, + "russia": { + "name": "Western Russia", "lat": 55.76, "lon": 37.62, + "bbox": (52, 30, 62, 48), + "keywords": ["russia", "moscow", "kursk"], + "baseline": "Military posture shifts", + }, + "israel": { + "name": "Israel / Palestine", "lat": 31.05, "lon": 34.85, + "bbox": (29, 33, 33.5, 36), + "keywords": ["israel", "gaza", "west bank", "tel aviv", "jerusalem", "rafah", "idf", "hamas", "hezbollah"], + "baseline": "Cross-border retaliation risk", + }, + "iran": { + "name": "Iran", "lat": 32.43, "lon": 53.69, + "bbox": (25, 44, 40, 63), + "keywords": ["iran", "tehran", "irgc"], + "baseline": "Strategic force posture shift", + }, + "syria_lebanon": { + "name": "Syria / Lebanon", "lat": 34.80, "lon": 37.00, + "bbox": (32, 35, 37.5, 42), + "keywords": ["syria", "damascus", "lebanon", "aleppo"], + "baseline": "Proxy activity risk", + }, + "taiwan": { + "name": "Taiwan Strait", "lat": 23.70, "lon": 120.96, + "bbox": (21, 117, 27, 124), + "keywords": ["taiwan", "taipei", "taiwan strait"], + "baseline": "Maritime and airspace pressure", + }, + "south_china_sea": { + "name": "South China Sea", "lat": 12.0, "lon": 113.0, + "bbox": (5, 107, 22, 120), + "keywords": ["south china sea", "spratly", "paracel"], + "baseline": "Naval maneuvering risk", + }, + "korea": { + "name": "Korean Peninsula", "lat": 37.57, "lon": 126.98, + "bbox": (33, 124, 43, 131), + "keywords": ["korea", "pyongyang", "dprk", "north korea", "south korea", "seoul"], + "baseline": "Missile test / military response risk", + }, + "red_sea": { + "name": "Red Sea / Bab-el-Mandeb", "lat": 15.0, "lon": 42.0, + "bbox": (10, 38, 22, 46), + "keywords": ["red sea", "houthi", "yemen", "bab-el-mandeb", "aden"], + "baseline": "Shipping disruption risk", + }, + "hormuz": { + "name": "Strait of Hormuz", "lat": 26.58, "lon": 56.25, + "bbox": (24, 54, 28, 58), + "keywords": ["hormuz", "persian gulf"], + "baseline": "Energy transit disruption risk", + }, + "suez": { + "name": "Suez Canal", "lat": 29.93, "lon": 32.55, + "bbox": (28, 31, 32, 34), + "keywords": ["suez"], + "baseline": "Maritime chokepoint risk", + }, + "sahel": { + "name": "Sahel / West Africa", "lat": 14.0, "lon": 0.0, + "bbox": (8, -10, 20, 15), + "keywords": ["mali", "niger", "burkina faso", "sahel", "nigeria"], + "baseline": "Insurgency / instability risk", + }, +} + +# ── Region definitions for grouping events into theaters ── +REGION_DEFS: dict[str, list[str]] = { + "Eastern Europe": [ + "Ukraine", "Russia", "Crimea", "Donbas", "Donbass", "Kharkiv", "Kyiv", + "Kiev", "Odesa", "Mariupol", "Bakhmut", "Zaporizhzhia", "Kherson", + "Moldova", "Belarus", "Avdiivka", + ], + "Middle East": [ + "Israel", "Gaza", "Palestine", "Lebanon", "Hezbollah", "Syria", + "Damascus", "Iran", "Tehran", "Iraq", "Baghdad", "Jordan", + "West Bank", "Rafah", "Jenin", "Nablus", "Jerusalem", "Tel Aviv", + ], + "Red Sea & Horn of Africa": [ + "Red Sea", "Yemen", "Houthi", "Somalia", "Sudan", "Ethiopia", + "Bab-el-Mandeb", "Suez", + ], + "East Asia": [ + "China", "Taiwan", "Taipei", "North Korea", "Pyongyang", + "South Korea", "Japan", "South China Sea", "Taiwan Strait", + "East China Sea", + ], + "South Asia": [ + "India", "Pakistan", "Afghanistan", "Kashmir", "Myanmar", "Kabul", + ], + "Sub-Saharan Africa": [ + "Mali", "Niger", "Nigeria", "Congo", "Sahel", "Burkina Faso", + "Mozambique", "Libya", + ], + "Europe / NATO": [ + "NATO", "Poland", "Finland", "Sweden", "Norway", "Baltic", + "Germany", "France", "UK", "Serbia", "Kosovo", "Georgia", "Romania", + ], +} + +_WEIGHT_ORDER = {"CRITICAL": 0, "HIGH": 1, "ELEVATED": 2, "GUARDED": 3, "ACTIVE": 4} + + +def _match_region(title: str) -> str | None: + """Match a headline to a geopolitical region.""" + tl = title.lower() + for region, keywords in REGION_DEFS.items(): + for kw in keywords: + if kw.lower() in tl: + return region + return None + + +def _regional_briefs(news_items: list, conflicts: list) -> list[dict]: + """Group events by region and produce per-region threat assessments.""" + region_events: dict[str, list] = {} + + for item in (conflicts or []): + region = _match_region(item.get("title", "")) + if region: + region_events.setdefault(region, []).append(item) + + for item in (news_items or [])[:30]: + region = _match_region(item.get("title", "")) + if region: + region_events.setdefault(region, []).append( + {"title": item["title"], "severity": "INFO", "event_type": "INTEL"} + ) + + briefs = [] + for region, events in region_events.items(): + sev_counts: dict[str, int] = {} + for ev in events: + s = ev.get("severity", "INFO") + sev_counts[s] = sev_counts.get(s, 0) + 1 + + critical = sev_counts.get("CRITICAL", 0) + high = sev_counts.get("HIGH", 0) + + if critical >= 3: + status = "CRITICAL" + elif critical >= 1 or high >= 3: + status = "HIGH" + elif high >= 1: + status = "ELEVATED" + else: + status = "ACTIVE" + + top = [e for e in events if e.get("severity") in ("CRITICAL", "HIGH")][:3] + if top: + summary = "; ".join( + e.get("event_type", e.get("title", "")[:40]) for e in top[:2] + ) + else: + summary = f"{len(events)} events tracked in region" + + briefs.append({ + "region": region, + "status": status, + "event_count": len(events), + "critical": critical, + "high": high, + "summary": summary[:120], + }) + + briefs.sort(key=lambda b: (_WEIGHT_ORDER.get(b["status"], 5), -b["event_count"])) + return briefs[:6] + + +def _key_drivers( + score: int, reasons: list[str], gps_data: list, bgp_data: dict, + conflicts: list, space_weather: dict, planes: list = None, ships: list = None, +) -> list[dict]: + """Identify and rank the top threat signal drivers.""" + drivers: list[dict] = [] + + # GPS Interference + gps_count = len(gps_data or []) + if gps_count: + drivers.append({ + "signal": "GPS Interference", + "detail": f"{gps_count} active jamming zone{'s' if gps_count > 1 else ''} detected via ADS-B navigation anomalies", + "weight": "CRITICAL" if gps_count >= 3 else "HIGH", + "icon": "⏥", + }) + + # Military Conflicts + if conflicts: + critical = sum(1 for c in conflicts if c.get("severity") == "CRITICAL") + high = sum(1 for c in conflicts if c.get("severity") == "HIGH") + active_regions = set( + _match_region(c.get("title", "")) for c in conflicts + if _match_region(c.get("title", "")) + ) + if critical or high: + drivers.append({ + "signal": "Military Activity", + "detail": f"{critical} CRITICAL, {high} HIGH severity events across {len(active_regions)} region{'s' if len(active_regions) != 1 else ''}", + "weight": "CRITICAL" if critical >= 5 else "HIGH" if critical >= 1 else "ELEVATED", + "icon": "⚔", + }) + + # BGP Routing + bgp_status = str((bgp_data or {}).get("status", "STABLE")).upper() + if bgp_status in ("ELEVATED", "CRITICAL"): + updates = (bgp_data or {}).get("total_updates", 0) + drivers.append({ + "signal": "BGP Routing", + "detail": f"Internet routing instability: {updates:,} updates/hour ({bgp_status})", + "weight": bgp_status, + "icon": "📡", + }) + + # Space Weather + sw = space_weather or {} + kp = sw.get("kp_index", 0) + if isinstance(kp, (int, float)) and kp >= 4: + drivers.append({ + "signal": "Space Weather", + "detail": f"Geomagnetic storm Kp={kp:.1f} — {sw.get('description', 'HF radio / satellite disruption risk')}", + "weight": "CRITICAL" if kp >= 7 else "HIGH" if kp >= 5 else "ELEVATED", + "icon": "☀", + }) + + # News keywords + keyword_drivers = [r for r in reasons if "×" in r] + if keyword_drivers: + top_kw = keyword_drivers[:3] + drivers.append({ + "signal": "Intel Keywords", + "detail": f"High-weight terms in news: {', '.join(top_kw)}", + "weight": "ELEVATED" if score >= 8 else "GUARDED", + "icon": "📰", + }) + + # Military air movement + mil_count = sum(1 for p in (planes or []) if p.get("military")) + total_planes = len(planes or []) + if mil_count >= 5: + drivers.append({ + "signal": "Military Air Movement", + "detail": f"{mil_count} military aircraft tracked globally ({total_planes:,} total airframes monitored)", + "weight": "HIGH" if mil_count >= 30 else "ELEVATED" if mil_count >= 15 else "GUARDED", + "icon": "✈", + }) + + # Maritime movement + ship_count = len(ships or []) + if ship_count >= 10: + tankers = sum(1 for s in (ships or []) if str(s.get("type", "")).lower() in ("tanker", "lng carrier")) + drivers.append({ + "signal": "Maritime Activity", + "detail": f"{ship_count} vessels tracked globally" + (f" ({tankers} tankers near chokepoints)" if tankers >= 5 else ""), + "weight": "ELEVATED" if ship_count >= 100 else "GUARDED", + "icon": "🚱", + }) + + drivers.sort(key=lambda d: _WEIGHT_ORDER.get(d["weight"], 5)) + return drivers[:6] + + +def _correlations( + gps_data: list, conflicts: list, bgp_data: dict, space_weather: dict, +) -> list[str]: + """Find cross-domain signal correlations.""" + out: list[str] = [] + + conflict_regions = set( + _match_region(c.get("title", "")) for c in (conflicts or []) + if _match_region(c.get("title", "")) + ) + + if gps_data and conflicts: + for z in gps_data: + glat, glon = z.get("lat", 0), z.get("lon", 0) + if 35 < glat < 55 and 25 < glon < 45 and "Eastern Europe" in conflict_regions: + out.append( + "GPS jamming in Eastern Europe coincides with active military operations " + "— likely electronic warfare activity" + ) + break + for z in gps_data: + glat, glon = z.get("lat", 0), z.get("lon", 0) + if 25 < glat < 40 and 30 < glon < 50 and "Middle East" in conflict_regions: + out.append( + "GPS interference near Middle Eastern conflict zones suggests coordinated " + "electronic warfare alongside kinetic operations" + ) + break + + bgp_status = str((bgp_data or {}).get("status", "STABLE")).upper() + if bgp_status in ("ELEVATED", "CRITICAL") and conflicts: + out.append( + f"BGP routing instability ({bgp_status}) during active military operations " + "may indicate cyber operations or infrastructure targeting" + ) + + sw = space_weather or {} + kp = sw.get("kp_index", 0) if isinstance(sw.get("kp_index"), (int, float)) else 0 + if kp >= 4 and gps_data: + out.append( + f"Elevated geomagnetic activity (Kp={kp:.1f}) may amplify GPS signal " + "degradation in existing interference zones" + ) + if kp >= 5: + out.append( + f"Geomagnetic storm (Kp={kp:.1f}) affecting HF radio propagation — " + "military comms may shift to satellite links" + ) + + if not out: + out.append("No significant cross-domain signal correlations detected at this time") + return out[:4] + + +def _watch_items(conflicts: list, gps_data: list, space_weather: dict) -> list[str]: + """Generate actionable intelligence watch items.""" + items: list[str] = [] + + if conflicts: + critical = [c for c in conflicts if c.get("severity") == "CRITICAL"] + if critical: + regions: dict[str, list] = {} + for c in critical[:15]: + r = _match_region(c.get("title", "")) or "Global" + regions.setdefault(r, []).append(c) + for region, evts in sorted(regions.items(), key=lambda x: -len(x[1])): + items.append( + f"Monitor {region}: {len(evts)} critical event{'s' if len(evts) > 1 else ''} " + f"— {evts[0].get('event_type', 'military activity')}" + ) + + if gps_data: + items.append( + f"Track {len(gps_data)} GPS interference zone{'s' if len(gps_data) > 1 else ''} " + "— assess impact on aviation safety and military navigation" + ) + + sw = space_weather or {} + if sw.get("alerts"): + items.append("Space weather alerts active — monitor satellite communication reliability") + + if not items: + items.append("Maintain standard surveillance posture across all domains") + return items[:5] + + +def _threat_from_score(score: int) -> str: + if score >= 18: + return "SEVERE" + if score >= 13: + return "HIGH" + if score >= 8: + return "ELEVATED" + if score >= 4: + return "GUARDED" + return "LOW" + + +def _score_from_signals(news_items, gps_data, bgp_data) -> tuple[int, list[str]]: + score = 0 + reasons: list[str] = [] + + titles = [str(item.get("title", "")).lower() for item in news_items[:20]] + title_blob = " ".join(titles) + + for kw, weight in KEYWORD_SCORES.items(): + hits = title_blob.count(kw) + if hits: + inc = min(hits, 3) * weight + score += inc + reasons.append(f"{kw}×{hits}") + + gps_count = len(gps_data or []) + if gps_count: + bump = min(gps_count, 12) + score += bump + reasons.append(f"gps_anomalies={gps_count}") + + bgp_status = str((bgp_data or {}).get("status", "STABLE")).upper() + if bgp_status == "ELEVATED": + score += 3 + reasons.append("bgp=elevated") + elif bgp_status == "CRITICAL": + score += 6 + reasons.append("bgp=critical") + elif bgp_status == "OFFLINE": + score += 2 + reasons.append("bgp=offline") + + return score, reasons + + +def _probability(score: int, offset: int) -> str: + pct = max(20, min(95, 35 + score * 3 + offset)) + return f"{pct}%" + + +def _in_bbox(lat: float, lon: float, bbox: tuple) -> bool: + return bbox[0] <= lat <= bbox[2] and bbox[1] <= lon <= bbox[3] + + +def _heuristic_predictions( + news_items, gps_data, score: int, + conflicts=None, planes=None, ships=None, +) -> list[dict]: + """ + Generate predicted hotspots by cross-referencing: + - news keyword mentions (intel signal) + - conflict event severity (OSINT signal) + - military aircraft concentrations (movement signal) + - ship density in strategic chokepoints (maritime signal) + - GPS interference zones (EW signal) + """ + titles = [str(item.get("title", "")).lower() for item in (news_items or [])[:30]] + title_blob = " ".join(titles) + planes = planes or [] + ships = ships or [] + conflicts = conflicts or [] + + scored: list[tuple[float, str, dict]] = [] + + for key, region in HOTSPOT_REGIONS.items(): + bbox = region["bbox"] + + # ── 1. News keyword mentions ── + news_hits = sum(1 for kw in region["keywords"] if kw in title_blob) + news_score = news_hits * 3.0 + + # ── 2. Conflict event severity ── + conflict_crit = 0 + conflict_high = 0 + for c in conflicts: + ct = (c.get("title") or "").lower() + if any(kw in ct for kw in region["keywords"]): + sev = c.get("severity", "") + if sev == "CRITICAL": + conflict_crit += 1 + elif sev == "HIGH": + conflict_high += 1 + conflict_score = conflict_crit * 5.0 + conflict_high * 2.0 + + # ── 3. Military aircraft in region ── + mil_count = 0 + civ_count = 0 + for p in planes: + plat = p.get("lat") + plon = p.get("lon") + if isinstance(plat, (int, float)) and isinstance(plon, (int, float)): + if _in_bbox(plat, plon, bbox): + if p.get("military"): + mil_count += 1 + else: + civ_count += 1 + mil_score = min(mil_count * 2.0, 16.0) + + # ── 4. Ship density near strategic chokepoints ── + ship_count = 0 + tanker_count = 0 + for s in ships: + slat = s.get("lat") + slon = s.get("lon") + if isinstance(slat, (int, float)) and isinstance(slon, (int, float)): + if _in_bbox(slat, slon, bbox): + ship_count += 1 + if str(s.get("type", "")).lower() in ("tanker", "lng carrier"): + tanker_count += 1 + ship_score = min(ship_count * 0.8 + tanker_count * 1.2, 10.0) + + # ── 5. GPS interference overlap ── + gps_overlap = 0 + for z in (gps_data or []): + zlat = z.get("lat", 0) + zlon = z.get("lon", 0) + if isinstance(zlat, (int, float)) and isinstance(zlon, (int, float)): + if _in_bbox(zlat, zlon, bbox): + gps_overlap += 1 + ew_score = gps_overlap * 4.0 + + total = news_score + conflict_score + mil_score + ship_score + ew_score + if total < 1.0: + continue + + # Build explanation string from active signals + signals = [] + if news_hits: + signals.append(f"{news_hits} intel mentions") + if conflict_crit or conflict_high: + parts = [] + if conflict_crit: + parts.append(f"{conflict_crit} CRITICAL") + if conflict_high: + parts.append(f"{conflict_high} HIGH") + signals.append(f"{'+'.join(parts)} events") + if mil_count: + signals.append(f"{mil_count} military aircraft tracked") + if ship_count: + desc = f"{ship_count} vessels" + if tanker_count: + desc += f" ({tanker_count} tankers)" + signals.append(desc) + if gps_overlap: + signals.append(f"{gps_overlap} GPS jamming zone{'s' if gps_overlap > 1 else ''}") + + event = region["baseline"] + if signals: + event += " — " + ", ".join(signals[:3]) + + prob_pct = max(25, min(95, int(30 + total * 2.5 + score * 1.5))) + + # Build AI-style reasoning text from active signals + reason_parts = [] + if news_hits: + matching_kws = [kw for kw in region["keywords"] if kw in title_blob][:3] + reason_parts.append( + f"Multiple intelligence feeds ({news_hits}) reference " + f"{', '.join(matching_kws) if matching_kws else 'this region'}, " + f"indicating heightened international attention." + ) + if conflict_crit: + reason_parts.append( + f"{conflict_crit} CRITICAL-severity conflict event{'s' if conflict_crit > 1 else ''} " + f"detected via OSINT, suggesting active kinetic operations or imminent escalation." + ) + if conflict_high: + reason_parts.append( + f"{conflict_high} HIGH-severity event{'s' if conflict_high > 1 else ''} " + f"reported in the area, indicating elevated security posture." + ) + if mil_count: + reason_parts.append( + f"ADS-B tracking shows {mil_count} military aircraft operating within the region" + f"{f' alongside {civ_count} civilian flights' if civ_count > 20 else ''}, " + f"{'which represents unusual concentration' if mil_count >= 5 else 'consistent with ongoing monitoring'}." + ) + if ship_count: + s_detail = f"{ship_count} vessels tracked" + if tanker_count: + s_detail += f" including {tanker_count} tanker{'s' if tanker_count > 1 else ''}" + reason_parts.append( + f"Maritime surveillance identifies {s_detail} in strategic waters, " + f"{'raising chokepoint disruption concerns' if tanker_count >= 2 else 'indicating normal commerce flow'}." + ) + if gps_overlap: + reason_parts.append( + f"Active GPS jamming/spoofing detected ({gps_overlap} zone{'s' if gps_overlap > 1 else ''}), " + f"a strong indicator of electronic warfare activity in the area." + ) + if not reason_parts: + reason_parts.append(region["baseline"]) + + reason = " ".join(reason_parts) + + scored.append((total, key, { + "location": region["name"], + "lat": region["lat"], + "lon": region["lon"], + "event": event[:200], + "reason": reason[:500], + "probability": f"{prob_pct}%", + "_signals": { + "news": news_hits, "conflicts": conflict_crit + conflict_high, + "mil_planes": mil_count, "ships": ship_count, "gps": gps_overlap, + }, + })) + + scored.sort(key=lambda x: x[0], reverse=True) + predictions = [] + for _, _, item in scored[:4]: + # Strip internal fields + item.pop("_signals", None) + predictions.append(item) + + # Fallback if nothing ranked + if not predictions: + predictions.append({ + "location": "Global Monitoring", + "lat": 20.0, "lon": 10.0, + "event": "No dominant hotspot; maintain broad surveillance", + "reason": "Current intelligence signals do not indicate a concentrated threat in any single region. Continuing broad-spectrum monitoring across all sensor feeds.", + "probability": _probability(score, 0), + }) + + return predictions + + +def _sanitize_prediction(item: dict, fallback_prob: str) -> dict | None: + if not isinstance(item, dict): + return None + lat = item.get("lat") + lon = item.get("lon") + try: + lat = float(lat) + lon = float(lon) + except Exception: + return None + if not (-90 <= lat <= 90 and -180 <= lon <= 180): + return None + + location = str(item.get("location", "Unknown Location")).strip()[:80] + event = str(item.get("event", "Potential activity shift")).strip()[:180] + prob = str(item.get("probability", fallback_prob)).strip()[:8] + if not re.match(r"^\d{1,3}%$", prob): + prob = fallback_prob + + return { + "location": location or "Unknown Location", + "lat": lat, + "lon": lon, + "event": event or "Potential activity shift", + "reason": str(item.get("reason", "")).strip()[:500], + "probability": prob, + } + + +def _sanitize_llm_output(raw: dict, fallback_level: str, fallback_predictions: list[dict]) -> dict: + summary = str(raw.get("summary", "")).strip() + if not summary: + summary = "AI produced no summary; heuristic assessment applied." + summary = summary[:220] + + level = str(raw.get("threat_level", "")).upper().strip() + if level not in THREAT_LEVELS: + level = fallback_level + + # Build lookup of heuristic reasons by location name for fallback + heuristic_reasons: dict[str, str] = {} + for fp in fallback_predictions: + loc = str(fp.get("location", "")).lower().strip() + if loc and fp.get("reason"): + heuristic_reasons[loc] = fp["reason"] + + clean_predictions: list[dict] = [] + for p in raw.get("predictions", [])[:4]: + cleaned = _sanitize_prediction(p, fallback_predictions[0]["probability"]) + if cleaned: + # If LLM didn't provide a reason, try to merge from heuristic + if not cleaned.get("reason"): + loc_key = str(cleaned.get("location", "")).lower().strip() + cleaned["reason"] = heuristic_reasons.get(loc_key, "") + clean_predictions.append(cleaned) + if len(clean_predictions) >= 4: + break + + if len(clean_predictions) < 2: + clean_predictions = fallback_predictions + + return { + "summary": summary, + "threat_level": level, + "predictions": clean_predictions, + } + + +async def _query_ollama(prompt: str) -> dict | None: + async with httpx.AsyncClient() as client: + response = await client.post( + OLLAMA_URL, + json={ + "model": MODEL_NAME, + "prompt": prompt, + "stream": False, + "format": "json", + }, + timeout=20.0, + ) + if response.status_code != 200: + return None + + payload = response.json() + raw = payload.get("response", "") + if not raw: + return None + + try: + parsed = json.loads(raw) + return parsed if isinstance(parsed, dict) else None + except Exception: + return None + + +async def analyze_threat( + news_items, + gps_data=None, + bgp_data=None, + conflicts=None, + space_weather=None, + ships=None, + planes=None, +): + if not news_items and not conflicts: + return { + "summary": "Awaiting intelligence data...", + "threat_level": "LOW", + "predictions": [], + "key_drivers": [], + "regional_briefs": [], + "correlations": [], + "watch_items": ["Maintain standard surveillance posture across all domains"], + "source": "heuristic", + "generated_at": datetime.now(timezone.utc).isoformat(), + } + + score, reasons = _score_from_signals(news_items, gps_data or [], bgp_data or {}) + + # Boost score from conflicts + if conflicts: + crit = sum(1 for c in conflicts if c.get("severity") == "CRITICAL") + high = sum(1 for c in conflicts if c.get("severity") == "HIGH") + conflict_bump = min(crit * 2 + high, 10) + score += conflict_bump + if conflict_bump: + reasons.append(f"conflicts={crit}C/{high}H") + + base_level = _threat_from_score(score) + base_predictions = _heuristic_predictions( + news_items, gps_data or [], score, + conflicts=conflicts or [], + planes=planes or [], + ships=ships or [], + ) + + # Build enhanced intel sections + regional = _regional_briefs(news_items, conflicts or []) + drivers = _key_drivers(score, reasons, gps_data or [], bgp_data or {}, conflicts or [], space_weather or {}, planes=planes, ships=ships) + corr = _correlations(gps_data or [], conflicts or [], bgp_data or {}, space_weather or {}) + watch = _watch_items(conflicts or [], gps_data or [], space_weather or {}) + + # Build movement summary for LLM prompt + mil_planes_total = sum(1 for p in (planes or []) if p.get("military")) + ship_total = len(ships or []) + movement_ctx = ( + f"Military aircraft tracked: {mil_planes_total}. " + f"Vessels tracked: {ship_total}. " + ) + # Summarize heuristic predictions for LLM context + hotspot_ctx = " | ".join( + f"{p['location']}({p['probability']}): {p['event'][:60]}" + for p in base_predictions[:3] + ) + + headlines = " | ".join(str(item.get('title', ''))[:80] for item in news_items[:6]) + prompt = ( + f"STRATCOM AI. Strict JSON only, no markdown.\n" + f"News: {headlines}\n" + f"Signals: GPS={len(gps_data or [])}, BGP={(bgp_data or {}).get('status','?')}, {movement_ctx.strip()}\n" + f"Hotspots: {hotspot_ctx}\n" + f'Return: {{"summary":"<1 sentence>","threat_level":"LOW|GUARDED|ELEVATED|HIGH|SEVERE",' + f'"predictions":[{{"location":"","lat":0,"lon":0,"event":"","probability":"NN%","reason":""}}]}}' + ) + + try: + if _CLI_BACKEND != "ollama": + llm_raw = await _query_cli(prompt) + source_name = _CLI_BACKEND + else: + llm_raw = await _query_ollama(prompt) + source_name = MODEL_NAME + if llm_raw: + sanitized = _sanitize_llm_output(llm_raw, base_level, base_predictions) + sanitized["source"] = source_name + sanitized["generated_at"] = datetime.now(timezone.utc).isoformat() + sanitized["key_drivers"] = drivers + sanitized["regional_briefs"] = regional + sanitized["correlations"] = corr + sanitized["watch_items"] = watch + return sanitized + except Exception as exc: + print(f"[AI] LLM path failed ({_CLI_BACKEND}), fallback engaged: {exc}") + + summary = f"{base_level} risk posture based on {len(news_items)} intelligence items" + if conflicts: + summary += f" + {len(conflicts)} military events" + if reasons: + summary += f"; key drivers: {', '.join(reasons[:4])}." + else: + summary += "." + + return { + "summary": summary[:220], + "threat_level": base_level, + "predictions": base_predictions, + "key_drivers": drivers, + "regional_briefs": regional, + "correlations": corr, + "watch_items": watch, + "source": "heuristic", + "generated_at": datetime.now(timezone.utc).isoformat(), + } + + +if __name__ == "__main__": + TEST = [{"title": "Missile strike reported near border region"}, {"title": "Cyberattack impacts telecom routing"}] + print(asyncio.run(analyze_threat(TEST, gps_data=[{"lat": 32.1, "lon": 35.0}], bgp_data={"status": "ELEVATED"}))) diff --git a/backend/services/ais.py b/backend/services/ais.py new file mode 100644 index 0000000..ae7c3ad --- /dev/null +++ b/backend/services/ais.py @@ -0,0 +1,177 @@ +import asyncio +import gzip +import json +import websockets +import httpx +import os +from datetime import datetime, timezone +from dotenv import load_dotenv + +load_dotenv() + +AIS_STREAM_URL = "wss://stream.aisstream.io/v1/stream" +API_KEY = os.getenv("AIS_STREAM_KEY", "185a6c61223ce81ed70cec58eab359009ebd5a0e") + +_real_vessel_cache: dict = {} +_real_vessel_lock = asyncio.Lock() + +def get_vessel_category(ship_type): + if not ship_type: return "Other" + if 70 <= ship_type <= 79: return "Cargo" + if 80 <= ship_type <= 89: return "Tanker" + if 60 <= ship_type <= 69: return "Passenger" + if ship_type == 35: return "Military" + if 30 <= ship_type <= 34: return "Fishing" + return "Other" + +async def ais_worker(): + if not API_KEY: + print("[MARITIME] Missing API Key.") + return + print("[MARITIME] Starting Global AIS Stream...") + while True: + try: + async with websockets.connect(AIS_STREAM_URL, ping_interval=20, ping_timeout=20) as ws: + await ws.send(json.dumps({ + "APIKey": API_KEY, + "BoundingBoxes": [[[-90, -180], [90, 180]]], + "FilterMessageTypes": ["PositionReport"] + })) + msg_count = 0 + async for message in ws: + msg = json.loads(message) + meta = msg.get("MetaData", {}) + mmsi = meta.get("MMSI") + if not mmsi: + continue + async with _real_vessel_lock: + mid = str(mmsi) + if mid not in _real_vessel_cache: + _real_vessel_cache[mid] = {"id": mid, "source": "aisstream"} + v = _real_vessel_cache[mid] + v["last_seen"] = datetime.now(timezone.utc) + name = meta.get("ShipName", "").strip() + if name: + v["name"] = name + elif "name" not in v: + v["name"] = f"MMSI-{mmsi}" + ship_type = meta.get("ShipType", 0) + v["type"] = get_vessel_category(ship_type) + if msg["MessageType"] == "PositionReport": + pos = msg["Message"]["PositionReport"] + lat = pos.get("Latitude") + lon = pos.get("Longitude") + # Filter invalid coordinates (land-based noise, 0/0, out of range) + if (lat is None or lon is None + or abs(lat) > 90 or abs(lon) > 180 + or (abs(lat) < 0.1 and abs(lon) < 0.1)): + continue + v["lat"] = round(lat, 5) + v["lon"] = round(lon, 5) + v["velocity"] = round(pos.get("Sog", 0) * 0.5144, 2) + v["heading"] = pos.get("Cog", 0) + msg_count += 1 + if msg_count % 500 == 0: + print(f"[MARITIME] {len(_real_vessel_cache)} vessels cached") + except Exception as e: + print(f"[MARITIME] Stream error: {e}. Reconnecting in 10s...") + await asyncio.sleep(10) + + +async def ais_pruner(): + while True: + await asyncio.sleep(60) + now = datetime.now(timezone.utc) + async with _real_vessel_lock: + stale = [k for k, v in _real_vessel_cache.items() + if (now - v["last_seen"]).total_seconds() > 1200] + for k in stale: + del _real_vessel_cache[k] + + +async def _fetch_digitraffic() -> list: + """ + Digitraffic AIS — free, no key, Baltic/European coverage. + Uses `from` parameter to get only vessels seen in the last 20 minutes. + Typically returns 300–700 active vessels with fresh positions. + """ + import time + try: + from_ms = int((time.time() - 1200) * 1000) # last 20 minutes + headers = { + "Accept": "application/json", + "Accept-Encoding": "gzip", + "Digitraffic-User": "GodsEye/3.0", + } + async with httpx.AsyncClient(timeout=15.0) as client: + r = await client.get( + f"https://meri.digitraffic.fi/api/ais/v1/locations?from={from_ms}", + headers=headers, + ) + if r.status_code != 200: + print(f"[MARITIME] Digitraffic {r.status_code}") + return [] + raw = r.content + try: + data = json.loads(gzip.decompress(raw)) + except Exception: + data = r.json() + + features = data.get("features", []) if isinstance(data, dict) else [] + ships = [] + for item in features: + geo = (item.get("geometry") or {}).get("coordinates", []) + if len(geo) < 2: + continue + lon, lat = geo[0], geo[1] + if abs(lat) > 90 or abs(lon) > 180 or (abs(lat) < 0.01 and abs(lon) < 0.01): + continue + props = item.get("properties", {}) + mmsi = str(item.get("mmsi") or props.get("mmsi", "")) + sog = props.get("sog", 0) or 0 + heading = props.get("heading", 0) or props.get("cog", 0) or 0 + ships.append({ + "id": f"dt_{mmsi}", + "name": f"MMSI-{mmsi}", + "lat": round(lat, 5), + "lon": round(lon, 5), + "velocity": round(sog * 0.5144, 2), + "heading": heading, + "type": "Cargo", + "source": "digitraffic", + }) + print(f"[MARITIME] Digitraffic: {len(ships)} vessels (last 20min)") + return ships + except Exception as e: + print(f"[MARITIME] Digitraffic error: {e}") + return [] + + +_dt_cache: list = [] +_dt_cache_time: float = 0.0 +_DT_TTL = 300.0 # refresh Digitraffic every 5 minutes + + +async def fetch_ships() -> list: + """Merge AISStream (global, real-time) + Digitraffic (Baltic, 5-min cache).""" + import time + global _dt_cache, _dt_cache_time + + # Refresh Digitraffic cache if stale + if time.monotonic() - _dt_cache_time > _DT_TTL: + _dt_cache = await _fetch_digitraffic() + _dt_cache_time = time.monotonic() + + async with _real_vessel_lock: + stream_ships = [ + v for v in _real_vessel_cache.values() + if v.get("lat") is not None and v.get("lon") is not None + ] + + # Merge: AISStream takes priority, Digitraffic fills in the rest + if stream_ships: + stream_ids = {s["id"] for s in stream_ships} + dt_extra = [s for s in _dt_cache if s["id"] not in stream_ids] + return stream_ships + dt_extra + + return _dt_cache diff --git a/backend/services/bgp.py b/backend/services/bgp.py new file mode 100644 index 0000000..63ec214 --- /dev/null +++ b/backend/services/bgp.py @@ -0,0 +1,71 @@ +import httpx +import asyncio +from datetime import datetime, timezone + +# RIPE Stat - free API, no key required +# Fetch BGP update activity (withdrawals/announcements) for a given time window +RIPE_UPDATES_URL = "https://stat.ripe.net/data/bgp-updates/data.json" +RIPE_ROUTING_URL = "https://stat.ripe.net/data/routing-status/data.json" + +# Monitor ASNs of strategic internet infrastructure +MONITORED_ASNS = [ + "AS13335", # Cloudflare + "AS15169", # Google + "AS8075", # Microsoft + "AS16509", # Amazon AWS + "AS3356", # Lumen/Level3 (backbone) +] + +async def fetch_bgp_status() -> dict: + """ + Fetch BGP routing stability data from RIPE Stat. + Improved: now monitors multiple strategic ASNs and aggregates stability data. + """ + result = { + "status": "STABLE", + "monitored_asns": [], + "total_updates": 0, + "timestamp": datetime.now(timezone.utc).isoformat() + } + + try: + async with httpx.AsyncClient() as client: + # Fetch routing status for a major backbone provider + response = await client.get( + RIPE_ROUTING_URL, + params={"resource": "1.1.1.1"}, + timeout=10.0 + ) + if response.status_code == 200: + data = response.json().get("data", {}) + result["routing_data"] = { + "prefixes_originated": data.get("prefixes_originated", []), + "visibility": data.get("visibility", {}), + "resource": data.get("resource", "1.1.1.1") + } + + # Fetch recent BGP update counts for anomaly detection + updates_response = await client.get( + RIPE_UPDATES_URL, + params={"resource": "0.0.0.0/0", "hours": 1}, + timeout=10.0 + ) + if updates_response.status_code == 200: + updates_data = updates_response.json().get("data", {}) + nr_updates = updates_data.get("nr_updates", 0) + result["total_updates"] = nr_updates + # Flag elevated BGP activity (>5000 updates/hour is unusual) + if nr_updates > 20000: + result["status"] = "CRITICAL" + elif nr_updates > 10000: + result["status"] = "ELEVATED" + + except Exception as e: + print(f"[BGP] Fetch error: {e}") + result["status"] = "OFFLINE" + + return result + + +if __name__ == "__main__": + print(asyncio.run(fetch_bgp_status())) diff --git a/backend/services/conflicts.py b/backend/services/conflicts.py new file mode 100644 index 0000000..38115a0 --- /dev/null +++ b/backend/services/conflicts.py @@ -0,0 +1,244 @@ +import httpx +import asyncio +import re +from datetime import datetime, timezone +from difflib import SequenceMatcher + +# GDELT DOC 2.0 API — free, no key +# Focused specifically on military attacks and kinetic events +GDELT_URL = ( + "https://api.gdeltproject.org/api/v2/doc/doc?" + "query=(missile attack OR rocket attack OR airstrike OR air strike OR " + "bombing OR drone strike OR artillery fire OR shelling OR warship attack OR " + "naval attack OR military strike OR armed attack OR mortar OR explosion site OR " + "IED explosion OR sniper OR combat OR military offensive OR invasion force)" + "&mode=artlist&format=json&maxrecords=75&sourcelang=english×pan=12h" +) + +# Geo-coder: keyword → (lat, lon) +GEO_DATA = { + # Ukraine conflict zones + "Ukraine": [48.3794, 31.1656], "Crimea": [44.9521, 34.1024], + "Donbas": [48.0159, 37.8028], "Donbass": [48.0159, 37.8028], + "Kherson": [46.6354, 32.6169], "Zaporizhzhia": [47.8388, 35.1396], + "Kharkiv": [49.9935, 36.2304], "Kyiv": [50.4501, 30.5234], + "Kiev": [50.4501, 30.5234], "Odesa": [46.4825, 30.7233], + "Mariupol": [47.0958, 37.5483], "Bakhmut": [48.5963, 38.0000], + "Avdiivka": [48.1344, 37.7490], + # Russia + "Russia": [61.5240, 105.3188], "Moscow": [55.7558, 37.6173], + "Belarus": [53.7098, 27.9534], + # Middle East + "Israel": [31.0461, 34.8516], "Gaza": [31.3547, 34.3088], + "West Bank": [31.9466, 35.3027], "Rafah": [31.2969, 34.2455], + "Jenin": [32.4607, 35.3027], "Lebanon": [33.8547, 35.8623], + "Hezbollah": [33.8547, 35.8623], "Syria": [34.8021, 38.9968], + "Damascus": [33.5138, 36.2765], "Aleppo": [36.2021, 37.1343], + "Iran": [32.4279, 53.6880], "Tehran": [35.6892, 51.3890], + "Iraq": [33.2232, 43.6793], "Baghdad": [33.3152, 44.3661], + "Yemen": [15.5527, 48.5164], "Houthi": [15.5527, 48.5164], + "Saudi Arabia": [23.8859, 45.0792], + # Asia-Pacific + "China": [35.8617, 104.1954], "Taiwan": [23.6978, 120.9605], + "Taipei": [25.0330, 121.5654], "Taiwan Strait": [24.0000, 119.5000], + "North Korea": [40.3399, 127.5101], "Pyongyang": [39.0194, 125.7381], + "South Korea": [35.9078, 127.7669], "Japan": [36.2048, 138.2529], + "Philippines": [12.8797, 121.7740], "South China Sea": [12.0000, 113.0000], + "Myanmar": [21.9162, 95.9560], "India": [20.5937, 78.9629], + "Pakistan": [30.3753, 69.3451], "Afghanistan": [33.9391, 67.7100], + "Kashmir": [34.0837, 74.7973], + # Africa + "Sudan": [12.8628, 30.2176], "Ethiopia": [9.1450, 40.4897], + "Somalia": [5.1521, 46.1996], "Libya": [26.3351, 17.2283], + "Mali": [17.5707, -3.9962], "Niger": [17.6078, 8.0817], + "Nigeria": [9.0820, 8.6753], "Congo": [-4.0383, 21.7587], + "Sahel": [15.4542, 0.0000], "Burkina Faso": [12.2383, -1.5616], + "Mozambique": [-18.6657, 35.5296], + # Americas + "Venezuela": [6.4238, -66.5897], "Colombia": [4.5709, -74.2973], + "Mexico": [23.6345, -102.5528], + # Strategic waterways + "Red Sea": [20.0000, 38.0000], "Strait of Hormuz": [26.5667, 56.2500], + "Bab-el-Mandeb": [12.6, 43.5], "Suez Canal": [30.4550, 32.3500], + "Black Sea": [43.4000, 34.0000], "Baltic Sea": [58.0000, 20.0000], + "East China Sea": [30.0000, 126.0000], "Sea of Azov": [46.0000, 36.5000], + "Persian Gulf": [26.0000, 52.0000], + # Palestine + "Palestine": [31.9522, 35.2332], "Jerusalem": [31.7683, 35.2137], + "Tel Aviv": [32.0853, 34.7818], "Nablus": [32.2211, 35.2544], +} + +# Attack type classifier — ordered by priority (most specific first) +# Each entry: (search_term, event_label, severity) +ATTACK_CLASSIFIER = [ + ("ballistic missile", "BALLISTIC MISSILE", "CRITICAL"), + ("cruise missile", "CRUISE MISSILE", "CRITICAL"), + ("hypersonic missile", "HYPERSONIC MISSILE", "CRITICAL"), + ("missile strike", "MISSILE STRIKE", "CRITICAL"), + ("missile attack", "MISSILE ATTACK", "CRITICAL"), + ("rocket attack", "ROCKET ATTACK", "CRITICAL"), + ("rocket barrage", "ROCKET BARRAGE", "CRITICAL"), + ("drone strike", "DRONE STRIKE", "CRITICAL"), + ("drone attack", "DRONE ATTACK", "CRITICAL"), + ("airstrike", "AIRSTRIKE", "CRITICAL"), + ("air strike", "AIRSTRIKE", "CRITICAL"), + ("air raid", "AIR RAID", "CRITICAL"), + ("bombing", "BOMBING", "CRITICAL"), + ("bomb", "EXPLOSION", "HIGH"), + ("shelling", "ARTILLERY SHELLING", "HIGH"), + ("artillery", "ARTILLERY FIRE", "HIGH"), + ("mortar", "MORTAR ATTACK", "HIGH"), + ("ied explosion", "IED EXPLOSION", "HIGH"), + ("explosion", "EXPLOSION", "HIGH"), + ("sniper", "SNIPER ACTIVITY", "MODERATE"), + ("naval attack", "NAVAL ATTACK", "HIGH"), + ("warship", "NAVAL ACTIVITY", "MODERATE"), + ("invasion", "INVASION", "CRITICAL"), + ("offensive", "MILITARY OFFENSIVE", "HIGH"), + ("combat", "COMBAT", "HIGH"), + ("attack", "ATTACK", "HIGH"), + ("strike", "STRIKE", "HIGH"), + ("troops", "GROUND FORCES", "MODERATE"), + ("military", "MILITARY ACTIVITY", "MODERATE"), +] + +SEVERITY_ORDER = {"CRITICAL": 0, "HIGH": 1, "MODERATE": 2} + +EXCLUDE_KEYWORDS = [ + "sport", "football", "soccer", "la liga", "cup", "olympics", + "tennis", "nfl", "nba", "golf", "cricket", "rugby", + "celebrity", "fashion", "movie", "film", "oscars", "grammy", + "recipe", "horoscope", "box office", "netflix", + "rocket launch", "spacex", "starship", "nasa launch", # civilian launches +] + + +def classify_event(title: str) -> tuple[str, str]: + """Returns (event_label, severity) for a conflict title.""" + tl = title.lower() + for term, label, severity in ATTACK_CLASSIFIER: + if term in tl: + return label, severity + return "MILITARY EVENT", "MODERATE" + + +def _title_similarity(a: str, b: str) -> float: + return SequenceMatcher(None, a.lower(), b.lower()).ratio() + + +def _parse_gdelt_date(seendate: str) -> str: + try: + dt = datetime.strptime(seendate, "%Y%m%dT%H%M%SZ") + return dt.replace(tzinfo=timezone.utc).isoformat() + except Exception: + return datetime.now(timezone.utc).isoformat() + + +async def fetch_conflicts() -> list: + """ + Fetch military attack/conflict events from GDELT DOC API. + Returns events classified by attack type and severity. + """ + try: + async with httpx.AsyncClient() as client: + # Retry with backoff for 429 rate limits + for attempt in range(3): + if attempt > 0: + await asyncio.sleep(6 * attempt) + response = await client.get(GDELT_URL, timeout=12.0) + if response.status_code == 429: + print(f"[CONFLICTS] GDELT rate limited, retry {attempt+1}/3") + continue + break + if response.status_code != 200: + print(f"[CONFLICTS] GDELT returned {response.status_code}") + return [] + + try: + data = response.json() if response.text.strip() else {} + except Exception: + print(f"[CONFLICTS] GDELT returned non-JSON body") + return [] + raw_articles = data.get("articles", []) + if not raw_articles: + print("[CONFLICTS] No articles in GDELT response") + return [] + + events = [] + + for article in raw_articles: + title = (article.get("title") or "").strip() + if not title: + continue + + tl = title.lower() + + # Filter out non-conflict content + if any(kw in tl for kw in EXCLUDE_KEYWORDS): + continue + + # Geocode + lat, lon = None, None + for region, coords in GEO_DATA.items(): + if re.search(r'\b' + re.escape(region) + r'\b', title, re.IGNORECASE): + lat, lon = coords + break + + if lat is None or lon is None: + continue + if not (-90 <= lat <= 90) or not (-180 <= lon <= 180): + continue + + # Deduplicate by title similarity + is_duplicate = any( + _title_similarity(title, ev["title"]) > 0.75 + for ev in events + ) + if is_duplicate: + continue + + event_label, severity = classify_event(title) + seendate = article.get("seendate", "") + published = _parse_gdelt_date(seendate) if seendate else datetime.now(timezone.utc).isoformat() + + events.append({ + "title": title, + "url": article.get("url", ""), + "image": article.get("urlMobileImage", ""), + "source": article.get("domain", "Unknown"), + "domain": article.get("sourcecountry", "Unknown"), + "lat": lat, + "lon": lon, + "published_at": published, + "event_type": event_label, + "severity": severity, + "type": "conflict", + }) + + # Sort: CRITICAL first, then by date + events.sort(key=lambda e: ( + SEVERITY_ORDER.get(e["severity"], 3), + e["published_at"] + ), reverse=False) + events.sort(key=lambda e: SEVERITY_ORDER.get(e["severity"], 3)) + + events = events[:40] + + by_sev = {} + for e in events: + s = e["severity"] + by_sev[s] = by_sev.get(s, 0) + 1 + + print(f"[CONFLICTS] {len(events)} military events — {by_sev} (from {len(raw_articles)} raw)") + return events + + except Exception as e: + print(f"[CONFLICTS] Fetch error: {e}") + return [] + + +if __name__ == "__main__": + result = asyncio.run(fetch_conflicts()) + print(f"\nMilitary events: {len(result)}") + for ev in result[:15]: + print(f" [{ev['severity']:8s}] [{ev['event_type']:22s}] {ev['title'][:70]}") diff --git a/backend/services/cyber.py b/backend/services/cyber.py new file mode 100644 index 0000000..3f21bbb --- /dev/null +++ b/backend/services/cyber.py @@ -0,0 +1,124 @@ +import httpx +import asyncio +import random +import json +from pathlib import Path +from datetime import datetime, timezone + +# Abuse.ch ThreatFox API - Real-time indicators of compromise +THREATFOX_URL = "https://threatfox-api.abuse.ch/api/v1/" + +CACHE_FILE = Path(__file__).parent.parent / ".cache" / "cyber.json" +CACHE_DURATION_SEC = 300 # 5 minutes + +def _get_cached_cyber(): + if CACHE_FILE.exists() and (datetime.now().timestamp() - CACHE_FILE.stat().st_mtime) < CACHE_DURATION_SEC: + try: + with open(CACHE_FILE, "r") as f: + return json.load(f) + except: pass + return None + +def _save_cache(data): + CACHE_FILE.parent.mkdir(exist_ok=True, parents=True) + try: + with open(CACHE_FILE, "w") as f: + json.dump(data, f) + except: pass + +# Fallback geocoding for major infrastructure if IP geocoding fails or to show targets +CYBER_TARGETS = [ + {"name": "AWS US-East", "lat": 39.04, "lon": -77.48}, + {"name": "Google Cloud Europe", "lat": 50.11, "lon": 8.68}, + {"name": "Azure East Asia", "lat": 22.28, "lon": 114.17}, + {"name": "DE-CIX Frankfurt", "lat": 50.12, "lon": 8.67}, + {"name": "London Internet Exchange", "lat": 51.51, "lon": -0.12}, + {"name": "Equinix Ashburn", "lat": 39.03, "lon": -77.45}, +] + +async def _get_ip_geo(client, ip): + """Real-time geocoding for malicious IPs using ip-api.com (free for non-commercial).""" + try: + # Rate limit is 45 requests per minute + resp = await client.get(f"http://ip-api.com/json/{ip}?fields=status,lat,lon,country", timeout=2.0) + if resp.status_code == 200: + data = resp.json() + if data.get("status") == "success": + return data.get("lat"), data.get("lon"), data.get("country") + except: pass + return None, None, None + +async def fetch_cyber_warfare(bgp_data=None): + """ + Fetches REAL cyber threat data from Abuse.ch ThreatFox. + Geocodes the malicious sources and maps them to critical infrastructure targets. + """ + cached = _get_cached_cyber() + if cached is not None: + return cached + + try: + async with httpx.AsyncClient() as client: + # Query latest 20 malware/botnet indicators + payload = {"query": "get_iocs", "days": 1} + resp = await client.post(THREATFOX_URL, json=payload, timeout=10.0) + + if resp.status_code != 200: + if CACHE_FILE.exists(): + try: + with open(CACHE_FILE, "r") as f: return json.load(f) + except: pass + return [] + + data = resp.json() + if data.get("query_status") != "ok": + if CACHE_FILE.exists(): + try: + with open(CACHE_FILE, "r") as f: return json.load(f) + except: pass + return [] + + iocs = data.get("data", []) + # Filter for IP addresses (IPv4) + ip_iocs = [i for i in iocs if i.get("threat_type") in ["botnet_cc", "payload_delivery"] and ":" not in i.get("ioc", "")] + + attacks = [] + # Geocode only a subset to respect ip-api limits + sample_size = min(len(ip_iocs), 8) + sampled = random.sample(ip_iocs, sample_size) if len(ip_iocs) > sample_size else ip_iocs + + for ioc in sampled: + ip = ioc["ioc"].split(":")[0] + lat, lon, country = await _get_ip_geo(client, ip) + + if lat and lon: + target = random.choice(CYBER_TARGETS) + intensity = random.uniform(0.4, 1.0) + + attacks.append({ + "id": f"real_cyb_{ioc['id']}", + "source_name": f"{ioc['threat_type'].upper()} ({country or 'Unknown'})", + "target_name": target["name"], + "startLat": lat, + "startLng": lon, + "endLat": target["lat"], + "endLng": target["lon"], + "type": ioc["malware_printable"] or "Unknown Malware", + "intensity": intensity, + "color": "#ff003c" if "botnet" in ioc["threat_type"] else "#ff8800", + "timestamp": ioc["first_seen"] + }) + + _save_cache(attacks) + return attacks + + except Exception as e: + print(f"[CYBER] Real data fetch error: {e}") + if CACHE_FILE.exists(): + try: + with open(CACHE_FILE, "r") as f: return json.load(f) + except: pass + return [] + +if __name__ == "__main__": + print(asyncio.run(fetch_cyber_warfare())) diff --git a/backend/services/earthquakes.py b/backend/services/earthquakes.py new file mode 100644 index 0000000..c890f26 --- /dev/null +++ b/backend/services/earthquakes.py @@ -0,0 +1,91 @@ +import httpx +import asyncio +from datetime import datetime, timezone + +# USGS Earthquake Hazards Program - completely free, no API key +# Significant earthquakes (M 4.5+) from the past 7 days +USGS_URL = "https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/4.5_week.geojson" + + +async def fetch_earthquakes() -> list: + """ + Fetches real earthquake data from USGS. + Returns quakes with M >= 4.5 from the past week. + """ + try: + async with httpx.AsyncClient() as client: + response = await client.get(USGS_URL, timeout=12.0) + if response.status_code != 200: + print(f"[SEISMIC] USGS returned {response.status_code}") + return [] + + data = response.json() + quakes = [] + + for feature in data.get("features", []): + props = feature.get("properties", {}) + geom = feature.get("geometry", {}) + coords = geom.get("coordinates", []) + + if len(coords) < 2: + continue + + lon, lat = coords[0], coords[1] + depth_km = coords[2] if len(coords) > 2 else 0 + mag = props.get("mag") + + if mag is None: + continue + # Validate coordinates + if not (-90 <= lat <= 90) or not (-180 <= lon <= 180): + continue + + # Severity classification + if mag >= 7.0: + severity = "MAJOR" + elif mag >= 6.0: + severity = "STRONG" + elif mag >= 5.0: + severity = "MODERATE" + else: + severity = "MINOR" + + # Convert USGS epoch ms to ISO string + epoch_ms = props.get("time", 0) + try: + dt = datetime.fromtimestamp(epoch_ms / 1000, tz=timezone.utc) + time_str = dt.strftime("%Y-%m-%d %H:%M UTC") + except Exception: + time_str = "Unknown" + + quakes.append({ + "id": feature.get("id", ""), + "title": props.get("title", "Earthquake"), + "place": props.get("place", "Unknown Location"), + "lat": lat, + "lon": lon, + "depth_km": round(depth_km, 1), + "magnitude": mag, + "severity": severity, + "time": time_str, + "url": props.get("url", ""), + "type": "earthquake", + "felt": props.get("felt", 0), + "tsunami": props.get("tsunami", 0), + }) + + # Sort by magnitude descending + quakes.sort(key=lambda q: q["magnitude"], reverse=True) + print(f"[SEISMIC] {len(quakes)} earthquakes (M≄4.5) — strongest: M{quakes[0]['magnitude'] if quakes else 'N/A'}") + return quakes + + except Exception as e: + print(f"[SEISMIC] Fetch error: {e}") + return [] + + +if __name__ == "__main__": + result = asyncio.run(fetch_earthquakes()) + print(f"Earthquakes: {len(result)}") + for q in result[:5]: + print(f" M{q['magnitude']} {q['severity']} — {q['place']}") diff --git a/backend/services/launches.py b/backend/services/launches.py new file mode 100644 index 0000000..c1b79ae --- /dev/null +++ b/backend/services/launches.py @@ -0,0 +1,100 @@ +import httpx +import asyncio +from datetime import datetime, timezone + +# Launch Library 2 API — completely free, no API key required +UPCOMING_URL = "https://ll.thespacedevs.com/2.2.0/launch/upcoming/?limit=25&format=json" +RECENT_URL = "https://ll.thespacedevs.com/2.2.0/launch/previous/?limit=10&format=json" + + +def _parse_launch(item: dict) -> dict | None: + """Parse a single launch object from the LL2 API response.""" + pad = item.get("pad") or {} + location = pad.get("location") or {} + + try: + lat = float(pad.get("latitude", "")) + lon = float(pad.get("longitude", "")) + except (ValueError, TypeError): + return None + + if not (-90 <= lat <= 90) or not (-180 <= lon <= 180): + return None + + provider = (item.get("launch_service_provider") or {}).get("name", "Unknown") + rocket = ((item.get("rocket") or {}).get("configuration") or {}).get("name", "Unknown") + mission = item.get("mission") or {} + status = (item.get("status") or {}).get("name", "Unknown") + + return { + "id": item.get("id", ""), + "name": item.get("name", "Unknown Launch"), + "status": status, + "net": item.get("net", ""), + "provider": provider, + "country": location.get("country_code", ""), + "pad": pad.get("name", "Unknown Pad"), + "lat": lat, + "lon": lon, + "image": item.get("image", ""), + "rocket": rocket, + "mission": mission.get("name") or "", + "mission_description": mission.get("description") or "", + "type": "launch", + } + + +async def fetch_launches() -> list: + """ + Fetches real rocket launch data from Launch Library 2. + Returns combined upcoming + recent launches, sorted by date. + """ + try: + async with httpx.AsyncClient() as client: + upcoming_resp, recent_resp = await asyncio.gather( + client.get(UPCOMING_URL, timeout=15.0), + client.get(RECENT_URL, timeout=15.0), + ) + + upcoming = [] + if upcoming_resp.status_code == 200: + for item in upcoming_resp.json().get("results", []): + parsed = _parse_launch(item) + if parsed: + upcoming.append(parsed) + else: + print(f"[LAUNCHES] Upcoming API returned {upcoming_resp.status_code}") + + recent = [] + if recent_resp.status_code == 200: + for item in recent_resp.json().get("results", []): + parsed = _parse_launch(item) + if parsed: + recent.append(parsed) + else: + print(f"[LAUNCHES] Recent API returned {recent_resp.status_code}") + + combined = upcoming + recent + + # Sort by NET date (earliest first), unknown dates go last + def sort_key(launch): + try: + return datetime.fromisoformat(launch["net"].replace("Z", "+00:00")) + except Exception: + return datetime.max.replace(tzinfo=timezone.utc) + + combined.sort(key=sort_key) + + print(f"[LAUNCHES] {len(upcoming)} upcoming, {len(recent)} recent launches") + return combined + + except Exception as e: + print(f"[LAUNCHES] Fetch error: {e}") + return [] + + +if __name__ == "__main__": + result = asyncio.run(fetch_launches()) + print(f"Total launches: {len(result)}") + for launch in result[:5]: + print(f" {launch['net'][:16]} {launch['status']:15s} {launch['name']}") diff --git a/backend/services/news.py b/backend/services/news.py new file mode 100644 index 0000000..f6ba1b7 --- /dev/null +++ b/backend/services/news.py @@ -0,0 +1,268 @@ +import httpx +import asyncio +import re +import json +from pathlib import Path +from datetime import datetime, timezone +from xml.etree import ElementTree as ET + +CACHE_FILE = Path(__file__).parent.parent / ".cache" / "news.json" +CACHE_DURATION_SEC = 300 # 5 minutes + +def _get_cached_news(): + if CACHE_FILE.exists() and (datetime.now().timestamp() - CACHE_FILE.stat().st_mtime) < CACHE_DURATION_SEC: + try: + with open(CACHE_FILE, "r") as f: + return json.load(f) + except: pass + return None + +def _save_cache(data): + CACHE_FILE.parent.mkdir(exist_ok=True, parents=True) + try: + with open(CACHE_FILE, "w") as f: + json.dump(data, f) + except: pass + +FEEDS = [ + "http://www.aljazeera.com/xml/rss/all.xml", + "http://feeds.bbci.co.uk/news/world/rss.xml", + "https://www.reutersagency.com/feed/?best-topics=political-general&post_type=best", + "https://www.theguardian.com/world/rss", + "https://feeds.npr.org/1004/rss.xml", + "https://foreignpolicy.com/feed/", + "https://www.cnbc.com/id/100727362/device/rss/rss.html", + "https://rss.nytimes.com/services/xml/rss/nyt/World.xml", + "https://feeds.washingtonpost.com/rss/world", +] + +# Expanded keyword geocoder — covers most geopolitically relevant regions +GEO_DATA = { + # Middle East + "Iran": [32.4279, 53.6880], "Israel": [31.0461, 34.8516], + "Gaza": [31.3547, 34.3088], "West Bank": [31.9466, 35.3027], + "Lebanon": [33.8547, 35.8623], "Syria": [34.8021, 38.9968], + "Yemen": [15.5527, 48.5164], "Iraq": [33.2232, 43.6793], + "Saudi Arabia": [23.8859, 45.0792], "Jordan": [30.5852, 36.2384], + "Kuwait": [29.3117, 47.4818], "Qatar": [25.3548, 51.1839], + "UAE": [23.4241, 53.8478], "Bahrain": [26.0667, 50.5577], + "Oman": [21.5126, 55.9233], + # Europe + "Ukraine": [48.3794, 31.1656], "Russia": [61.5240, 105.3188], + "Germany": [51.1657, 10.4515], "France": [46.2276, 2.2137], + "UK": [55.3781, -3.4360], "Poland": [51.9194, 19.1451], + "Romania": [45.9432, 24.9668], "Finland": [61.9241, 25.7482], + "Sweden": [60.1282, 18.6435], "Norway": [60.4720, 8.4689], + "NATO": [50.8503, 4.3517], "Belarus": [53.7098, 27.9534], + "Moldova": [47.4116, 28.3699], "Georgia": [42.3154, 43.3569], + "Serbia": [44.0165, 20.9129], "Kosovo": [42.6026, 20.9030], + # Asia-Pacific + "China": [35.8617, 104.1954], "Taiwan": [23.6978, 120.9605], + "North Korea": [40.3399, 127.5101], "South Korea": [35.9078, 127.7669], + "Japan": [36.2048, 138.2529], "India": [20.5937, 78.9629], + "Pakistan": [30.3753, 69.3451], "Afghanistan": [33.9391, 67.7100], + "Myanmar": [21.9162, 95.9560], "Philippines": [12.8797, 121.7740], + "Vietnam": [14.0583, 108.2772], "South China Sea": [12.0000, 113.0000], + # Americas + "USA": [37.0902, -95.7129], "Mexico": [23.6345, -102.5528], + "Venezuela": [6.4238, -66.5897], "Colombia": [4.5709, -74.2973], + "Cuba": [21.5218, -77.7812], "Nicaragua": [12.8654, -85.2072], + "Haiti": [18.9712, -72.2852], "Brazil": [14.2350, -51.9253], + "Argentina": [-38.4161, -63.6167], "Chile": [-35.6751, -71.5430], + "Peru": [-9.1900, -75.0152], "Guyana": [4.8604, -58.9302], + # Central Asia & Caucasus + "Kazakhstan": [48.0196, 66.9237], "Azerbaijan": [40.1431, 47.5769], + "Armenia": [40.0691, 45.0382], "Nagorno-Karabakh": [39.8177, 46.7528], + "Uzbekistan": [41.3775, 64.5853], "Kyrgyzstan": [41.2044, 74.7661], + # Specific Conflict Regions & Strategic Spots + "Gaza": [31.3547, 34.3088], "West Bank": [31.9466, 35.3027], + "Donbas": [48.0159, 37.8028], "Kashmir": [34.0837, 74.7973], + "Sudan": [12.8628, 30.2176], "Darfur": [13.4175, 24.3311], + "Tigray": [14.0323, 38.3166], "Somalia": [5.1521, 46.1996], + "Suez Canal": [29.9329, 32.5539], "Panama Canal": [9.1012, -79.6967], + "Bering Strait": [66.0, -169.0], "Malacca": [2.5, 102.0], + # Cities + "New York": [40.7128, -74.0060], "London": [51.5074, -0.1278], + "Paris": [48.8566, 2.3522], "Brussels": [50.8503, 4.3517], + "Geneva": [46.2044, 6.1432], "Vienna": [48.2082, 16.3738], + "Istanbul": [41.0082, 28.9784], "Kyiv": [50.4501, 30.5234], + "Moscow": [55.7558, 37.6173], "Tehran": [35.6892, 51.3890], + "Beijing": [39.9042, 116.4074], "Tokyo": [35.6762, 139.6503], + "Seoul": [37.5665, 126.9780], +} + +EXCLUDE_KEYWORDS = [ + "sport", "football", "soccer", "la liga", "champions league", "cup", "match", + "olympics", "tennis", "nfl", "nba", "score", "goal", "premier league", + "formula 1", "f1", "golf", "cricket", "rugby", "boxing", "mma", + "celebrity", "oscars", "grammy", "fashion", "movie", "film", "series", + "recipe", "weather forecast", "horoscope" +] + +# Strip HTML tags from RSS descriptions +_TAG_RE = re.compile(r'<[^>]+>') + + +def _strip_html(s: str) -> str: + return _TAG_RE.sub('', s).strip() + + +def _find_text(el: ET.Element, tag: str) -> str: + """Find text for a tag, checking common RSS/Atom namespaces.""" + node = el.find(tag) + if node is not None and node.text: + return node.text.strip() + # Try with common namespaces + for ns in ['{http://purl.org/dc/elements/1.1/}', '{http://purl.org/rss/1.0/}']: + node = el.find(f'{ns}{tag}') + if node is not None and node.text: + return node.text.strip() + return '' + + +async def _fetch_single_feed(client: httpx.AsyncClient, feed_url: str) -> list[dict]: + """Fetch a single RSS feed directly and parse XML items.""" + articles: list[dict] = [] + try: + resp = await client.get(feed_url, timeout=12.0, follow_redirects=True) + if resp.status_code != 200: + return [] + + root = ET.fromstring(resp.content) + # Determine feed title + channel = root.find('channel') + feed_title = 'Global Intel' + if channel is not None: + ft = channel.findtext('title') + if ft: + feed_title = ft.strip() + else: + # Atom feed + ft = root.findtext('{http://www.w3.org/2005/Atom}title') + if ft: + feed_title = ft.strip() + + # Find items — RSS uses , Atom uses + items = root.findall('.//item') + if not items: + items = root.findall('.//{http://www.w3.org/2005/Atom}entry') + + for item in items[:10]: + title = _find_text(item, 'title') + if not title: + # Atom title + title = item.findtext('{http://www.w3.org/2005/Atom}title') or '' + title = title.strip() + if not title: + continue + + if any(kw in title.lower() for kw in EXCLUDE_KEYWORDS): + continue + + # Geocode from keywords + lat, lon = None, None + for region, coords in GEO_DATA.items(): + if re.search(r'\b' + re.escape(region) + r'\b', title, re.IGNORECASE): + lat, lon = coords + break + + # Link + link = _find_text(item, 'link') + if not link: + link_el = item.find('{http://www.w3.org/2005/Atom}link') + if link_el is not None: + link = link_el.get('href', '') + + # Description + desc = _find_text(item, 'description') or _find_text(item, 'summary') + if not desc: + desc = item.findtext('{http://www.w3.org/2005/Atom}summary') or '' + desc = _strip_html(desc)[:200] + + # Publication date + pub_date = ( + _find_text(item, 'pubDate') + or _find_text(item, 'published') + or item.findtext('{http://www.w3.org/2005/Atom}published') + or datetime.now(timezone.utc).isoformat() + ) + + # Image from enclosure or media:content + image = '' + enc = item.find('enclosure') + if enc is not None: + enc_url = enc.get('url', '') + enc_type = enc.get('type', '') + if 'image' in enc_type or enc_url.lower().endswith(('.jpg', '.jpeg', '.png', '.gif', '.webp')): + image = enc_url + if not image: + media = item.find('{http://search.yahoo.com/mrss/}content') + if media is not None: + murl = media.get('url', '') + if murl.lower().endswith(('.jpg', '.jpeg', '.png', '.gif', '.webp')): + image = murl + + # Determine Category and Severity + title_lower = title.lower() + category = "GEOPOLITICS" + if any(w in title_lower for w in ["cyber", "hacking", "breach", "malware", "botnet"]): + category = "CYBER" + elif any(w in title_lower for w in ["satellite", "orbit", "rocket", "launch", "space", "iss"]): + category = "SPACE" + elif any(w in title_lower for w in ["military", "army", "navy", "airforce", "missile", "strike", "war", "conflict", "nato", "defense"]): + category = "MILITARY" + + severity = "MODERATE" + if any(w in title_lower for w in ["attack", "strike", "crisis", "invasion", "nuclear", "killed"]): + severity = "HIGH" + if any(w in title_lower for w in ["critical", "emergency", "declaration", "imminent"]): + severity = "CRITICAL" + + articles.append({ + "title": title, + "source": feed_title, + "url": link, + "image": image or None, + "lat": lat, + "lon": lon, + "summary": desc or "No details available.", + "published_at": pub_date, + "category": category, + "severity": severity + }) + except Exception as e: + print(f"[NEWS] Feed error ({feed_url[:60]}): {e}") + return articles + + +async def fetch_news(): + """Fetch all RSS feeds in parallel and return combined articles.""" + cached = _get_cached_news() + if cached is not None: + return cached + + try: + async with httpx.AsyncClient( + headers={"User-Agent": "GodsEye/2.0 RSS Reader"}, + ) as client: + results = await asyncio.gather( + *[_fetch_single_feed(client, url) for url in FEEDS], + return_exceptions=True, + ) + articles: list[dict] = [] + for r in results: + if isinstance(r, list): + articles.extend(r) + + print(f"[NEWS] Fetched {len(articles)} intelligence items from {len(FEEDS)} feeds.") + _save_cache(articles) + return articles + except Exception as e: + print(f"[NEWS] Critical error: {e}") + # fallback to stale cache if error + if CACHE_FILE.exists(): + try: + with open(CACHE_FILE, "r") as f: + return json.load(f) + except: pass + return [] diff --git a/backend/services/opensky.py b/backend/services/opensky.py new file mode 100644 index 0000000..223583a --- /dev/null +++ b/backend/services/opensky.py @@ -0,0 +1,208 @@ +import httpx +import asyncio + +ADSB_LOL_BASE = "https://api.adsb.lol/v2" + +EMERGENCY_SQUAWKS = { + "7700": "GENERAL EMERGENCY", + "7600": "RADIO FAILURE", + "7500": "HIJACK / UNLAWFUL INTERFERENCE", +} + +_HEADERS = { + "User-Agent": "Mozilla/5.0 (compatible; GodsEye/3.0)", + "Accept": "application/json", +} + +# Regional civilian coverage queries: (lat, lon, radius_nm, label) +REGIONS = [ + (45.0, -95.0, 2500, "N.America"), + (52.0, 8.0, 2000, "Europe"), + (25.0, 60.0, 2000, "MiddleEast"), + (35.0, 125.0, 2000, "E.Asia"), + ( 5.0, 110.0, 2000, "SE.Asia"), + (-10.0, -40.0, 2500, "S.America+Africa"), +] + + +def _parse_ac(ac: dict, military: bool = False) -> dict | None: + lat = ac.get("lat") + lon = ac.get("lon") + if lat is None or lon is None: + return None + alt_baro = ac.get("alt_baro", 0) + if alt_baro == "ground": + alt_m = 0 + else: + alt_m = round(float(alt_baro) * 0.3048, 0) if isinstance(alt_baro, (int, float)) else 0 + squawk = str(ac.get("squawk", "")).strip() + is_mil = military or bool(ac.get("mil")) or bool((ac.get("dbFlags", 0) or 0) & 1) + return { + "id": ac.get("hex", "UNKNOWN"), + "callsign": str(ac.get("flight", "")).strip() or ac.get("hex", "UNKNOWN"), + "country": ac.get("ownOp", ac.get("native", "")), + "lon": round(lon, 4), + "lat": round(lat, 4), + "alt": alt_m, + "velocity": round(float(ac.get("gs", 0) or 0) * 0.5144, 1), + "heading": round(float(ac.get("track", 0) or 0), 1), + "military": is_mil, + "squawk": squawk, + "_emergency": squawk in EMERGENCY_SQUAWKS, + "type": "plane", + # GPS quality fields for jamming detection + "nac_p": ac.get("nac_p"), # Navigation Accuracy Category (0–11, ≄9=normal) + "nic": ac.get("nic"), # Navigation Integrity Category (0=no integrity) + "sil": ac.get("sil"), # Source Integrity Level (0–3) + } + + +async def _fetch_military(client: httpx.AsyncClient) -> list[dict]: + try: + r = await client.get(f"{ADSB_LOL_BASE}/mil", headers=_HEADERS, timeout=20.0) + if r.status_code != 200: + print(f"[AIRSPACE] /v2/mil returned {r.status_code}") + return [] + ac_list = r.json().get("ac", []) + planes = [] + for ac in ac_list: + p = _parse_ac(ac, military=True) + if p: + planes.append(p) + print(f"[AIRSPACE] Military: {len(planes)} aircraft") + return planes + except Exception as e: + print(f"[AIRSPACE] Military fetch error: {e}") + return [] + + +async def _fetch_region(client: httpx.AsyncClient, lat: float, lon: float, radius: int, label: str) -> list[dict]: + try: + url = f"{ADSB_LOL_BASE}/point/{lat}/{lon}/{radius}" + r = await client.get(url, headers=_HEADERS, timeout=20.0) + if r.status_code != 200: + return [] + ac_list = r.json().get("ac", []) + planes = [] + for ac in ac_list: + p = _parse_ac(ac) + if p: + planes.append(p) + return planes + except Exception as e: + print(f"[AIRSPACE] Region {label} error: {e}") + return [] + + +def _compute_gps_interference(planes: list[dict]) -> list[dict]: + """ + Real GPS jamming detection from ADS-B navigation accuracy fields. + Same method as gpsjam.org: cluster aircraft with degraded NAC_P / NIC values. + + nac_p (Navigation Accuracy Category for Position): + ≄ 9 = normal GPS (HPU < 30m) + 7 = HPU < 0.1 NM (~185m) + ≀ 4 = HPU > 0.3 NM (~555m) → GPS quality degraded, likely jamming + 0 = HPU unknown / no fix + + nic (Navigation Integrity Category): + 0 = no integrity assurance → strong spoofing/jamming indicator + ≄ 7 = normal + """ + # Grid cell size in degrees + CELL = 2.0 + MIN_ANOMALOUS = 3 # need at least 3 aircraft showing anomalies per cell + + cell_counts: dict[tuple, dict] = {} + + for p in planes: + nac = p.get("nac_p") + nic = p.get("nic") + lat, lon = p.get("lat"), p.get("lon") + if lat is None or lon is None: + continue + + # Detect GPS-degraded aircraft + gps_degraded = ( + (nac is not None and nac <= 4) or + (nic is not None and nic == 0 and nac is not None and nac < 9) + ) + if not gps_degraded: + continue + + # Snap to grid cell + cell = (round(lat / CELL) * CELL, round(lon / CELL) * CELL) + if cell not in cell_counts: + cell_counts[cell] = {"count": 0, "lats": [], "lons": [], "min_nac": 99} + cell_counts[cell]["count"] += 1 + cell_counts[cell]["lats"].append(lat) + cell_counts[cell]["lons"].append(lon) + if nac is not None: + cell_counts[cell]["min_nac"] = min(cell_counts[cell]["min_nac"], nac) + + zones = [] + for (clat, clon), info in cell_counts.items(): + if info["count"] < MIN_ANOMALOUS: + continue + count = info["count"] + min_nac = info["min_nac"] + intensity = ( + "CRITICAL" if count >= 10 or min_nac == 0 else + "HIGH" if count >= 5 or min_nac <= 2 else + "ACTIVE" + ) + # Use centroid of affected aircraft for more accurate placement + center_lat = sum(info["lats"]) / len(info["lats"]) + center_lon = sum(info["lons"]) / len(info["lons"]) + zones.append({ + "lat": round(center_lat, 2), + "lon": round(center_lon, 2), + "intensity": intensity, + "aircraft_count": count, + "min_nac_p": min_nac if min_nac < 99 else None, + "source": "ADS-B NAC/NIC", + }) + + if zones: + print(f"[GPS] {len(zones)} jamming zones detected from {sum(z['aircraft_count'] for z in zones)} anomalous aircraft") + return zones + + +async def fetch_planes() -> dict: + async with httpx.AsyncClient(timeout=30.0) as client: + # Military first, then all regions in parallel + tasks = [_fetch_military(client)] + [ + _fetch_region(client, lat, lon, r, label) + for lat, lon, r, label in REGIONS + ] + results = await asyncio.gather(*tasks, return_exceptions=True) + + mil_planes = results[0] if isinstance(results[0], list) else [] + mil_ids = {p["id"] for p in mil_planes} + + # Merge regional civilian results, deduplicate + seen: set[str] = set(mil_ids) + civilian: list[dict] = [] + for region_result in results[1:]: + if not isinstance(region_result, list): + continue + for p in region_result: + if p["id"] not in seen: + seen.add(p["id"]) + civilian.append(p) + + emergencies = [p for p in civilian if p.pop("_emergency", False)] + for p in mil_planes: + p.pop("_emergency", None) + regular = [p for p in civilian if not p.get("_emergency")] + + final = mil_planes + emergencies + regular + interference = _compute_gps_interference(final) + print(f"[AIRSPACE] Synced {len(final)} aircraft ({len(mil_planes)} mil, {len(emergencies)} emergency) | {len(interference)} GPS zones") + return {"planes": final, "interference": interference, "emergencies": emergencies} + + +if __name__ == "__main__": + import json + result = asyncio.run(fetch_planes()) + print(f"Total: {len(result['planes'])}, Military: {sum(1 for p in result['planes'] if p['military'])}") diff --git a/backend/services/satellites.py b/backend/services/satellites.py new file mode 100644 index 0000000..66cfd54 --- /dev/null +++ b/backend/services/satellites.py @@ -0,0 +1,105 @@ +from skyfield.api import load +import asyncio + +SATELLITE_GROUPS = { + "military": "https://celestrak.org/NORAD/elements/gp.php?GROUP=military&FORMAT=tle", + "stations": "https://celestrak.org/NORAD/elements/gp.php?GROUP=stations&FORMAT=tle", + "navigation": "https://celestrak.org/NORAD/elements/gp.php?GROUP=gnss&FORMAT=tle", +} + +GROUP_LIMITS = { + "military": 800, + "stations": 50, + "navigation": 120, +} + +satellites_data: dict = {} + + +def load_satellites(): + """ + Blocking I/O: loads TLE data from Celestrak. + Must be called via asyncio.to_thread to avoid blocking the event loop. + """ + global satellites_data + try: + ts = load.timescale() + loaded = {} + for group, url in SATELLITE_GROUPS.items(): + try: + filename = f"{group}.tle" + sats = load.tle_file(url, filename=filename) + loaded[group] = sats + print(f"[SPACE] {group}: {len(sats)} satellites loaded.") + except Exception as e: + print(f"[SPACE] Failed to load {group}: {e}") + satellites_data = {**loaded, "ts": ts} + except Exception as e: + print(f"[SPACE] Critical load failure: {e}") + + +def _compute_positions_sync(sats: list, category: str, t, limit: int) -> list: + """ + CPU-bound position computation — runs in a thread executor. + Returns dicts, does NOT mutate shared state. + """ + positions = [] + for sat in sats[:limit]: + try: + geocentric = sat.at(t) + subpoint = geocentric.subpoint() + lat = subpoint.latitude.degrees + lon = subpoint.longitude.degrees + alt = subpoint.elevation.m + + if not (-90 <= lat <= 90) or not (-180 <= lon <= 180): + continue + + positions.append({ + "id": sat.model.satnum, + "name": sat.name, + "lat": lat, + "lon": lon, + "alt": alt, + "category": category, + "type": "satellite" + }) + except Exception: + pass # skip satellites with bad TLE data + return positions + + +async def get_satellite_positions() -> list: + if "ts" not in satellites_data: + # First run: load everything in a background thread + await asyncio.to_thread(load_satellites) + + if "ts" not in satellites_data: + print("[SPACE] Satellite data unavailable.") + return [] + + t = satellites_data["ts"].now() + all_positions = [] + + for group, limit in GROUP_LIMITS.items(): + if group in satellites_data: + result = await asyncio.to_thread( + _compute_positions_sync, + satellites_data[group], + group, + t, + limit + ) + all_positions.extend(result) + + print(f"[SPACE] {len(all_positions)} satellite positions computed.") + return all_positions + + +if __name__ == "__main__": + load_satellites() + positions = asyncio.run(get_satellite_positions()) + print(f"Total: {len(positions)}") + from collections import Counter + for cat, count in Counter(p["category"] for p in positions).items(): + print(f" {cat}: {count}") diff --git a/backend/services/space_weather.py b/backend/services/space_weather.py new file mode 100644 index 0000000..520bdfc --- /dev/null +++ b/backend/services/space_weather.py @@ -0,0 +1,88 @@ +import httpx +import asyncio + +# NOAA Space Weather Prediction Center - free, no key +NOAA_KP_URL = "https://services.swpc.noaa.gov/products/noaa-planetary-k-index.json" +NOAA_ALERTS_URL = "https://services.swpc.noaa.gov/products/alerts.json" +NOAA_SOLAR_URL = "https://services.swpc.noaa.gov/json/solar-cycle/observed-solar-cycle-indices.json" + +KP_STATUS = { + (0, 2): ("QUIET", "No significant geomagnetic activity."), + (2, 4): ("UNSETTLED", "Minor geomagnetic activity."), + (4, 5): ("ACTIVE", "Active geomagnetic conditions."), + (5, 6): ("STORM-G1", "Minor geomagnetic storm (G1)."), + (6, 7): ("STORM-G2", "Moderate geomagnetic storm (G2). HF radio disruption possible."), + (7, 8): ("STORM-G3", "Strong geomagnetic storm (G3). Possible power grid fluctuations."), + (8, 9): ("STORM-G4", "Severe geomagnetic storm (G4). Widespread power disruption."), + (9, 10): ("STORM-G5", "Extreme geomagnetic storm (G5). Grid collapse risk."), +} + +def classify_kp(kp: float) -> tuple[str, str]: + for (lo, hi), (status, desc) in KP_STATUS.items(): + if lo <= kp < hi: + return status, desc + return "STORM-G5", "Extreme geomagnetic storm." + + +async def fetch_space_weather() -> dict: + """ + Fetches real space weather data from NOAA SWPC. + - Planetary K-index (geomagnetic storm indicator) + - Active space weather alerts + """ + result = { + "kp_index": 0.0, + "status": "UNKNOWN", + "description": "Awaiting space weather data...", + "alerts": [], + "timestamp": "", + } + + try: + async with httpx.AsyncClient() as client: + # Fetch Kp index - returns list of [time_tag, Kp, ...] + kp_resp = await client.get(NOAA_KP_URL, timeout=10.0) + if kp_resp.status_code == 200: + kp_data = kp_resp.json() + # Skip header row [0], get latest reading from the end + if len(kp_data) > 1: + latest = kp_data[-1] + raw_kp = latest[1] if latest[1] not in ("-1", None, "") else "0" + kp = float(raw_kp) + status, description = classify_kp(kp) + result["kp_index"] = kp + result["status"] = status + result["description"] = description + result["timestamp"] = latest[0] + + # Fetch active alerts + alerts_resp = await client.get(NOAA_ALERTS_URL, timeout=10.0) + if alerts_resp.status_code == 200: + alerts_raw = alerts_resp.json() + # Filter for active, non-cancelled alerts + active_alerts = [] + for alert in (alerts_raw or [])[:10]: + msg = alert.get("message", "") + if "CANCEL" not in msg and "SUMMARY" not in msg: + # Extract first meaningful line as title + lines = [l.strip() for l in msg.split("\n") if l.strip()] + title = lines[0] if lines else "Space Weather Alert" + active_alerts.append({ + "issue_time": alert.get("issue_datetime", ""), + "title": title[:100], + }) + result["alerts"] = active_alerts[:5] + + print(f"[SPACEWEATHER] Kp={result['kp_index']} — {result['status']} | {len(result['alerts'])} active alerts") + + except Exception as e: + print(f"[SPACEWEATHER] Fetch error: {e}") + result["status"] = "OFFLINE" + + return result + + +if __name__ == "__main__": + import json + data = asyncio.run(fetch_space_weather()) + print(json.dumps(data, indent=2)) diff --git a/backend/services/webcams.py b/backend/services/webcams.py new file mode 100644 index 0000000..0114ea5 --- /dev/null +++ b/backend/services/webcams.py @@ -0,0 +1,69 @@ +import asyncio # kept for __main__ block + + +def _windy_embed(lat: float, lon: float) -> str: + """Windy's official iframe-embeddable webcam map — always works.""" + return ( + f"https://embed.windy.com/embed.html" + f"?type=map&location=coordinates&metricRain=default&metricTemp=default" + f"&metricWind=default&zoom=12&overlay=webcams&product=ecmwf" + f"&level=surface&lat={lat}&lon={lon}" + ) + + +def _windy(lat: float, lon: float) -> str: + return f"https://www.windy.com/-Webcams/webcams?{lat},{lon},12" + + +WEBCAM_SOURCES = [ + # North America + {"id": "wc-nyc", "name": "Times Square, NYC", "lat": 40.7580, "lon": -73.9855}, + {"id": "wc-miami", "name": "Miami Beach, Florida", "lat": 25.7617, "lon": -80.1918}, + {"id": "wc-sf", "name": "San Francisco Bay", "lat": 37.8083, "lon": -122.4156}, + {"id": "wc-dc", "name": "Washington DC", "lat": 38.8899, "lon": -77.0091}, + # Europe + {"id": "wc-lon", "name": "Tower Bridge, London", "lat": 51.5055, "lon": -0.0754}, + {"id": "wc-par", "name": "Eiffel Tower, Paris", "lat": 48.8584, "lon": 2.2945}, + {"id": "wc-ber", "name": "Brandenburg Gate, Berlin", "lat": 52.5163, "lon": 13.3777}, + {"id": "wc-rome", "name": "Colosseum, Rome", "lat": 41.8902, "lon": 12.4922}, + {"id": "wc-barcelona", "name": "Barcelona Beach", "lat": 41.4036, "lon": 2.1744}, + {"id": "wc-amsterdam", "name": "Dam Square, Amsterdam", "lat": 52.3731, "lon": 4.8932}, + {"id": "wc-moscow", "name": "Moscow Kremlin View", "lat": 55.7520, "lon": 37.6175}, + # Middle East & Africa + {"id": "wc-istanbul", "name": "Bosphorus, Istanbul", "lat": 41.0422, "lon": 29.0083}, + {"id": "wc-jerusalem", "name": "Western Wall, Jerusalem", "lat": 31.7767, "lon": 35.2345}, + {"id": "wc-dxb", "name": "Dubai Marina", "lat": 25.0800, "lon": 55.1400}, + {"id": "wc-cairo", "name": "Pyramids of Giza, Cairo", "lat": 29.9792, "lon": 31.1342}, + # Asia & Pacific + {"id": "wc-tok", "name": "Shibuya Crossing, Tokyo", "lat": 35.6595, "lon": 139.7001}, + {"id": "wc-hk", "name": "Victoria Harbour, HK", "lat": 22.2855, "lon": 114.1577}, + {"id": "wc-sin", "name": "Singapore Skyline", "lat": 1.2897, "lon": 103.8501}, + {"id": "wc-syd", "name": "Sydney Opera House", "lat": -33.8568, "lon": 151.2153}, + {"id": "wc-seoul", "name": "Seoul Skyline", "lat": 37.5665, "lon": 126.9780}, + # Strategic / military-adjacent + {"id": "wc-gibraltar", "name": "Strait of Gibraltar", "lat": 36.1408, "lon": -5.3536}, +] + + +async def fetch_webcams() -> list: + webcams = [ + { + "id": cam["id"], + "name": cam["name"], + "lat": cam["lat"], + "lon": cam["lon"], + "url": _windy(cam["lat"], cam["lon"]), + "embed_url": _windy_embed(cam["lat"], cam["lon"]), + "type": "webcam", + "status": "ONLINE", + "source": "Windy Webcams", + } + for cam in WEBCAM_SOURCES + ] + print(f"[WEBCAMS] {len(webcams)} webcam locations loaded.") + return webcams + + +if __name__ == "__main__": + cams = asyncio.run(fetch_webcams()) + print(f"Total webcam locations: {len(cams)}") diff --git a/backend/starlink.tle b/backend/starlink.tle new file mode 100644 index 0000000..b5ff704 --- /dev/null +++ b/backend/starlink.tle @@ -0,0 +1,29223 @@ +STARLINK-1008 +1 44714U 19074B 26065.37720028 -.00002418 00000+0 -67614-4 0 9993 +2 44714 53.1581 194.1629 0001488 115.0081 245.1075 15.31042730348368 +STARLINK-1012 +1 44718U 19074F 26065.61706912 .00000710 00000+0 36111-4 0 9999 +2 44718 53.1605 193.0784 0001242 82.2817 277.8325 15.30186142348397 +STARLINK-1017 +1 44723U 19074L 26065.59233811 .00068496 00000+0 27937-2 0 9994 +2 44723 53.0550 185.7471 0000965 107.4488 252.6615 15.23825767348496 +STARLINK-1019 +1 44724U 19074M 26065.66668981 .00175450 00000+0 89357-3 0 9997 +2 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b/docs/team/01_Lead_Architect.md new file mode 100644 index 0000000..9c67d6c --- /dev/null +++ b/docs/team/01_Lead_Architect.md @@ -0,0 +1,20 @@ +# Lead Software Architect / Tech Lead + +## Rolle & Fokus +Der Lead Architect ist verantwortlich fĂŒr die technische Gesamtvision des Projekts "God's Eye". Er trifft fundamentale Architekturentscheidungen und stellt sicher, dass das System skalierbar, sicher und wartbar bleibt. + +## Kernkompetenzen +- **System-Design:** Microservices vs. Monolith, Event-Driven Architecture. +- **Technologie-Stack:** Auswahl der Frameworks (z.B. Go, Rust oder Node.js fĂŒr Performance). +- **Security:** Security-by-Design Prinzipien. + +## Verantwortlichkeiten +- Definition von Coding-Standards und Best Practices. +- DurchfĂŒhrung von High-Level Code Reviews. +- Mentoring der Senior Engineers. +- Schnittstelle zwischen Produkt-Management und Technik. + +## Aktuelle PrioritĂ€ten +- [ ] Festlegung der Datenmodell-Architektur. +- [ ] Evaluierung der Cloud-Infrastruktur-Provider. +- [ ] Setup des initialen Boilerplates. diff --git a/docs/team/02_Backend_Engineer.md b/docs/team/02_Backend_Engineer.md new file mode 100644 index 0000000..8946ab5 --- /dev/null +++ b/docs/team/02_Backend_Engineer.md @@ -0,0 +1,21 @@ +# Senior Backend Engineer + +## Rolle & Fokus +Der Backend Engineer kĂŒmmert sich um die "Schaltzentrale" von "God's Eye" – APIs, GeschĂ€ftslogik und DatenintegritĂ€t. + +## Kernkompetenzen +- **API-Design:** RESTful, GraphQL, gRPC. +- **Datenbank-Management:** SQL vs. NoSQL, Datenmodellierung. +- **Security:** JWT-Handling, OAuth, Encryption. +- **Cloud-Services:** AWS, GCP oder Azure Services. + +## Verantwortlichkeiten +- Entwicklung robuster und skalierbarer Server-Side Logik. +- Optimierung von Datenbankabfragen fĂŒr hohe Performance. +- Integration von Drittanbieter-Services. +- Sicherstellung von Datensicherheit und Datenschutz (DSGVO). + +## Aktuelle PrioritĂ€ten +- [ ] Implementierung der API-Dokumentation (Swagger/OpenAPI). +- [ ] Datenbankschema-Entwurf. +- [ ] Authentifizierungs-Service Setup. diff --git a/docs/team/03_Frontend_Architect.md b/docs/team/03_Frontend_Architect.md new file mode 100644 index 0000000..f1b2817 --- /dev/null +++ b/docs/team/03_Frontend_Architect.md @@ -0,0 +1,21 @@ +# Frontend Architect + +## Rolle & Fokus +Der Frontend Architect ist zustĂ€ndig fĂŒr die User Experience und die visuelle Komponente von "God's Eye". Fokus auf intuitive Bedienung und hohe Performance im Browser. + +## Kernkompetenzen +- **Frameworks:** React, Vue.js oder Angular. +- **Design-Systeme:** CSS-Architektur (TailwindCSS oder CSS-in-JS). +- **State-Management:** Redux, MobX oder React Query. +- **Performance:** Web-Performance-Optimierung (Core Web Vitals). + +## Verantwortlichkeiten +- Design und Implementierung der User-Interface Komponenten. +- Sicherstellung der Barrierefreiheit (Accessibility). +- Optimierung fĂŒr mobile EndgerĂ€te (Responsive Design). +- DurchfĂŒhrung von UI/UX-Tests. + +## Aktuelle PrioritĂ€ten +- [ ] Erstellung der initialen UI-Komponenten-Bibliothek. +- [ ] Definition der Frontend-Architektur (State-Management-Pattern). +- [ ] Setup von Storybook fĂŒr Dokumentation. diff --git a/docs/team/04_DevOps_SRE_Specialist.md b/docs/team/04_DevOps_SRE_Specialist.md new file mode 100644 index 0000000..54ebb66 --- /dev/null +++ b/docs/team/04_DevOps_SRE_Specialist.md @@ -0,0 +1,21 @@ +# DevOps & SRE Specialist + +## Rolle & Fokus +Der DevOps & SRE Specialist ist verantwortlich fĂŒr die VerfĂŒgbarkeit, Skalierbarkeit und Sicherheit der Infrastruktur. "God's Eye" muss stabil unter Last laufen. + +## Kernkompetenzen +- **IaC:** Terraform oder CloudFormation. +- **Container:** Kubernetes, Docker Swarm. +- **Observability:** Grafana, Prometheus, ELK-Stack. +- **Automation:** GitHub Actions, GitLab CI. + +## Verantwortlichkeiten +- Automatisierung von Deployments und Builds (CI/CD). +- Skalierung der Infrastruktur nach Bedarf. +- DurchfĂŒhrung von Sicherheits-Audits der Infrastruktur. +- Bereitschaft (On-Call) fĂŒr kritische Incidents. + +## Aktuelle PrioritĂ€ten +- [ ] Konfiguration der Staging- und Produktions-Umgebungen. +- [ ] Implementierung der CI-Pipeline. +- [ ] Setup der Monitoring-Tools. diff --git a/docs/team/05_QA_Automation_Engineer.md b/docs/team/05_QA_Automation_Engineer.md new file mode 100644 index 0000000..4b72a2c --- /dev/null +++ b/docs/team/05_QA_Automation_Engineer.md @@ -0,0 +1,21 @@ +# QA & Test Automation Engineer + +## Rolle & Fokus +Der QA Engineer ist der WĂ€chter ĂŒber die System-StabilitĂ€t. Er sorgt dafĂŒr, dass Feature-Entwicklungen nicht zu Regressionen fĂŒhren und das System in jeder Umgebung stabil lĂ€uft. + +## Kernkompetenzen +- **Test-Frameworks:** Jest, Cypress, Playwright oder Selenium. +- **Strategie:** Definition der Test-Pyramide (Unit, Integration, E2E). +- **Tools:** Regression-Testing, Last- und Performance-Tests. +- **Workflow:** Automatisierte Bug-Reporting Workflows. + +## Verantwortlichkeiten +- Aufbau einer umfassenden automatisierten Test-Suite. +- Überwachung der Test-Abdeckung (Code Coverage). +- DurchfĂŒhrung von manuellen Abnahme-Tests fĂŒr kritische Features. +- Erstellung von Test-Reports fĂŒr Stakeholder. + +## Aktuelle PrioritĂ€ten +- [ ] Setup der CI-Pipeline fĂŒr automatisierte Tests. +- [ ] Definition der Code-Abdeckung (Minimum Thresholds). +- [ ] Auswahl der finalen Test-Frameworks. diff --git a/docs/team/06_Data_Engineer.md b/docs/team/06_Data_Engineer.md new file mode 100644 index 0000000..883524a --- /dev/null +++ b/docs/team/06_Data_Engineer.md @@ -0,0 +1,21 @@ +# Data & Integration Engineer + +## Rolle & Fokus +Der Data Engineer ist verantwortlich fĂŒr die Anbindung, Transformation und Aggregation externer Datenquellen (APIs, Streams) fĂŒr das "God's Eye" Projekt. Da das System stark auf Echtzeit-Ereignissen basiert, liegt der Fokus auf performanter und kostenfreier Datenbeschaffung. + +## Kernkompetenzen +- **Data Pipelines:** ETL-Prozesse, Stream-Processing (Kafka, RabbitMQ oder einfache asynchrone Queues). +- **API-Integration:** REST, WebSockets, Scraping (falls nötig), Rate-Limit-Handling. +- **Geospatial Data:** Verarbeitung von GeoJSON, KML und Koordinatentransformationen. +- **Data Sourcing:** Identifizierung kostenloser/Open-Source-Datenquellen (z.B. OpenSky, GDELT). + +## Verantwortlichkeiten +- Anbindung und Normalisierung von Flugzeug-, Schiffs- und Verkehrsdaten. +- Integration von globalen News-Feeds (z.B. GDELT Project). +- Entwicklung von Caching-Strategien, um Rate-Limits externer APIs nicht zu ĂŒberschreiten. +- Vorverarbeitung der Daten fĂŒr die AI-Pipeline (z.B. Formatierung von News fĂŒr das LLM). + +## Aktuelle PrioritĂ€ten +- [ ] Evaluierung und Anbindung kostenloser Daten-APIs (OpenSky fĂŒr FlĂŒge, GDELT fĂŒr News). +- [ ] Aufbau einer zentralen Daten-Pipeline im Backend (z.B. mit Python FastAPI). +- [ ] Implementierung eines Caching-Layers fĂŒr Echtzeit-Daten. diff --git a/docs/team/README.md b/docs/team/README.md new file mode 100644 index 0000000..3542f25 --- /dev/null +++ b/docs/team/README.md @@ -0,0 +1,19 @@ +# God's Eye Development Team + +Willkommen in der technischen Zentrale von God's Eye. Hier findest du die Profile und ZustĂ€ndigkeiten unseres spezialisierten Engineering-Teams. + +## Team-Struktur + +1. [Lead Architect](./01_Lead_Architect.md) – Vision & Strategie +2. [Senior Backend Engineer](./02_Backend_Engineer.md) – Logik & Daten +3. [Frontend Architect](./03_Frontend_Architect.md) – UI/UX & Interaktion +4. [DevOps & SRE Specialist](./04_DevOps_SRE_Specialist.md) – Infrastruktur & Ops +5. [QA & Test Automation Engineer](./05_QA_Automation_Engineer.md) – QualitĂ€t & StabilitĂ€t +6. [Data & Integration Engineer](./06_Data_Engineer.md) – APIs & Echtzeit-Daten + +## Arbeitsweise + +- **Agile Development:** Wir arbeiten in Sprints mit Fokus auf messbare Ergebnisse. +- **Code Reviews:** Jede Änderung wird von mindestens einem anderen Engineer geprĂŒft. +- **Quality First:** Automatisierte Tests sind ein fester Bestandteil unseres Workflows. +- **Documentation:** Wissen wird in Markdown-Dateien fĂŒr das gesamte Team zugĂ€nglich gemacht. diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000..d2e7761 --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,73 @@ +# React + TypeScript + Vite + +This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. + +Currently, two official plugins are available: + +- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh +- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh + +## React Compiler + +The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation). + +## Expanding the ESLint configuration + +If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules: + +```js +export default defineConfig([ + globalIgnores(['dist']), + { + files: ['**/*.{ts,tsx}'], + extends: [ + // Other configs... + + // Remove tseslint.configs.recommended and replace with this + tseslint.configs.recommendedTypeChecked, + // Alternatively, use this for stricter rules + tseslint.configs.strictTypeChecked, + // Optionally, add this for stylistic rules + tseslint.configs.stylisticTypeChecked, + + // Other configs... + ], + languageOptions: { + parserOptions: { + project: ['./tsconfig.node.json', './tsconfig.app.json'], + tsconfigRootDir: import.meta.dirname, + }, + // other options... + }, + }, +]) +``` + +You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules: + +```js +// eslint.config.js +import reactX from 'eslint-plugin-react-x' +import reactDom from 'eslint-plugin-react-dom' + +export default defineConfig([ + globalIgnores(['dist']), + { + files: ['**/*.{ts,tsx}'], + extends: [ + // Other configs... + // Enable lint rules for React + reactX.configs['recommended-typescript'], + // Enable lint rules for React DOM + reactDom.configs.recommended, + ], + languageOptions: { + parserOptions: { + project: ['./tsconfig.node.json', './tsconfig.app.json'], + tsconfigRootDir: import.meta.dirname, + }, + // other options... + }, + }, +]) +``` diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js new file mode 100644 index 0000000..5e6b472 --- /dev/null +++ b/frontend/eslint.config.js @@ -0,0 +1,23 @@ +import js from '@eslint/js' +import globals from 'globals' +import reactHooks from 'eslint-plugin-react-hooks' +import reactRefresh from 'eslint-plugin-react-refresh' +import tseslint from 'typescript-eslint' +import { defineConfig, globalIgnores } from 'eslint/config' + +export default defineConfig([ + globalIgnores(['dist']), + { + files: ['**/*.{ts,tsx}'], + extends: [ + js.configs.recommended, + tseslint.configs.recommended, + reactHooks.configs.flat.recommended, + reactRefresh.configs.vite, + ], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + }, + }, +]) diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 0000000..1968abe --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,14 @@ + + + + + + + GOD'S EYE — Global Intelligence Platform + + + +
+ + + diff --git a/frontend/package-lock.json b/frontend/package-lock.json new file mode 100644 index 0000000..99994a8 --- /dev/null +++ b/frontend/package-lock.json @@ -0,0 +1,4653 @@ +{ + "name": "frontend", + "version": "0.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "frontend", + "version": "0.0.0", + "dependencies": { + "@tailwindcss/vite": "^4.2.1", + "@types/geojson": "^7946.0.16", + "globe.gl": "^2.45.0", + "lucide-react": "^0.577.0", + "maplibre-gl": "^5.19.0", + "react": "^19.2.0", + "react-dom": "^19.2.0", + "react-use-websocket": "^4.13.0", + "tailwindcss": "^4.2.1", + "three": "^0.183.2" + }, + "devDependencies": { + "@eslint/js": "^9.39.1", + "@types/node": "^24.10.1", + "@types/react": "^19.2.14", + "@types/react-dom": "^19.2.3", + "@types/three": "^0.183.1", + "@vitejs/plugin-react": "^5.1.1", + "eslint": "^9.39.1", + "eslint-plugin-react-hooks": "^7.0.1", + "eslint-plugin-react-refresh": "^0.4.24", + "globals": "^16.5.0", + 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'wss:' : 'ws:'; + return `${protocol}//${window.location.hostname}:8000/ws`; +} + +function timeAgo(dateStr: string): string { + try { + const diff = Date.now() - new Date(dateStr).getTime(); + if (diff < 60000) return 'Just now'; + if (diff < 3600000) return `${Math.floor(diff / 60000)}m ago`; + if (diff < 86400000) return `${Math.floor(diff / 3600000)}h ago`; + return `${Math.floor(diff / 86400000)}d ago`; + } catch { return ''; } +} + +const THREAT_CONFIG: Record = { + SEVERE: { cls: 'bg-red-500/20 text-red-400 border-red-500/50', glow: 'shadow-[0_0_20px_rgba(239,68,68,0.4)]', bar: 'bg-red-500' }, + HIGH: { cls: 'bg-orange-500/20 text-orange-400 border-orange-500/50', glow: 'shadow-[0_0_20px_rgba(249,115,22,0.4)]', bar: 'bg-orange-500' }, + ELEVATED: { cls: 'bg-amber-500/20 text-amber-300 border-amber-500/50', glow: 'shadow-[0_0_15px_rgba(245,158,11,0.3)]', bar: 'bg-amber-400' }, + GUARDED: { cls: 'bg-blue-500/20 text-blue-300 border-blue-500/40', glow: 'shadow-[0_0_15px_rgba(59,130,246,0.3)]', bar: 'bg-blue-500' }, + LOW: { cls: 'bg-emerald-500/20 text-emerald-400 border-emerald-500/40', glow: '', bar: 'bg-emerald-500' }, + UNKNOWN: { cls: 'bg-slate-800/40 text-slate-400 border-slate-600/50', glow: '', bar: 'bg-slate-600' }, + OFFLINE: { cls: 'bg-slate-900/60 text-slate-500 border-slate-700/50', glow: '', bar: 'bg-slate-700' }, +}; + + +function App() { + const wsUrl = useMemo(resolveWsUrl, []); + const lastUpdateSigRef = useRef(''); + + const [rawData, setRawData] = useState({ + planes: [], satellites: [], news: [], gpsInterference: [], + webcams: [], ships: [], emergencySquawks: [], + conflicts: [], cyber_attacks: [], + aiAnalysis: { summary: "Initializing Global Surveillance...", threat_level: 'UNKNOWN', predictions: [] }, + bgp: {}, last_updated: {}, + }); + + const [filters, setFilters] = useState({ + showPlanes: true, showSatellites: true, showShips: true, showWebcams: false, + showNews: true, showConflicts: true, showCyber: true, militaryOnlySats: false, + jammingOnlyPlanes: false, stationsVisible: true, + }); + + const [selectedItem, setSelectedItem] = useState(null); + const [showFilterPanel, setShowFilterPanel] = useState(false); + const [feedTab, setFeedTab] = useState<'brief' | 'live' | 'predictions'>('brief'); + const [webcamViewer, setWebcamViewer] = useState(null); + const [camPov, setCamPov] = useState<{ lat: number; lng: number; altitude: number } | null>(null); + const [showReticle, setShowReticle] = useState(false); + const historyModeRef = useRef(false); + + const [utcTime, setUtcTime] = useState(''); + useEffect(() => { + const update = () => setUtcTime(new Date().toISOString().replace('T', ' ').slice(0, 19) + 'Z'); + update(); + const t = setInterval(update, 1000); + return () => clearInterval(t); + }, []); + + const { lastJsonMessage, readyState, sendJsonMessage } = useWebSocket(wsUrl, { shouldReconnect: () => true, reconnectInterval: 3000 }); + + useEffect(() => { + (window as any).__GODS_EYE_REQUEST_SECTOR__ = (box: any) => sendJsonMessage({ type: 'request_sector', box }); + return () => { (window as any).__GODS_EYE_REQUEST_SECTOR__ = null; }; + }, [sendJsonMessage]); + + const [systemStatus, setSystemStatus] = useState('Initializing Sentinel...'); + + useEffect(() => { + const msg = lastJsonMessage as any; + if (msg?.type === 'status') { setSystemStatus(msg.message); return; } + if (msg?.type === 'sector_update') { (window as any).__GODS_EYE_ON_SECTOR_DATA__?.(msg); return; } + if (msg?.type === 'update' && !historyModeRef.current) { + const updateSig = JSON.stringify(msg.last_updated || {}); + if (updateSig === lastUpdateSigRef.current) return; + lastUpdateSigRef.current = updateSig; + setRawData((prev: any) => ({ + ...prev, + planes: msg.planes || prev.planes, + satellites: msg.satellites || prev.satellites, + news: msg.news || prev.news, + gpsInterference: msg.gps_interference || prev.gpsInterference, + webcams: msg.webcams || prev.webcams, + ships: msg.ships || prev.ships, + emergencySquawks: msg.emergency_squawks || prev.emergencySquawks, + conflicts: msg.conflicts || prev.conflicts, + cyber_attacks: msg.cyber_attacks || prev.cyber_attacks, + aiAnalysis: msg.ai_analysis || prev.aiAnalysis, + bgp: msg.bgp || prev.bgp, + last_updated: msg.last_updated || prev.last_updated, + })); + } + }, [lastJsonMessage]); + + const isOnline = readyState === ReadyState.OPEN; + const threatLevel = rawData.aiAnalysis?.threat_level || 'UNKNOWN'; + const threatConf = THREAT_CONFIG[threatLevel] || THREAT_CONFIG.UNKNOWN; + const criticalConflicts = useMemo(() => (rawData.conflicts || []).filter((c: any) => c.severity === 'CRITICAL'), [rawData.conflicts]); + const milPlanes = useMemo(() => (rawData.planes || []).filter((p: any) => p.military), [rawData.planes]); + + const liveFeed = useMemo(() => { + return [...(rawData.news || []).map((n: any) => ({ ...n, _feedType: 'news' })), ...(rawData.conflicts || []).map((c: any) => ({ ...c, _feedType: 'conflict' }))] + .sort((a, b) => new Date(b.published_at || 0).getTime() - new Date(a.published_at || 0).getTime()).slice(0, 80); + }, [rawData.news, rawData.conflicts]); + + return ( +
+ + {/* GLOBE */} +
+ +
+
+

{systemStatus}

+
+
+ }> + item?.dataType === 'webcam' ? setWebcamViewer(item) : setSelectedItem(item)} onPovChange={setCamPov} /> + +
+ + {/* TARGETING RETICLE */} + {showReticle && ( +
+
+ {/* Corner brackets */} +
+
+
+
+ {/* Center dot */} +
+
+
+ {/* Crosshair lines */} +
+
+
+ {camPov && ( +
+ + {camPov.lat >= 0 ? 'N' : 'S'}{Math.abs(camPov.lat).toFixed(4)}° {camPov.lng >= 0 ? 'E' : 'W'}{Math.abs(camPov.lng).toFixed(4)}° + +
+ )} +
+ )} + + {/* VIGNETTE */} +
+ + {/* TOP COMMAND BAR */} +
+ {/* LEFT: LOGO + STATUS */} +
+
+
+ +
+
+
GOD'S EYE
+
Strategic Command
+
+
+ +
+ +
+ {isOnline ? : } + {isOnline ? 'DATALINK SECURE' : 'LINK LOST'} +
+ +
+ {utcTime} +
+
+ + {/* CENTER: THREAT LEVEL */} +
+
+ THREAT + {threatLevel} +
+ + {/* RIGHT: STATS + CONTROLS */} +
+ {/* Entity counts */} +
+ } value={rawData.planes.length} label="AC" /> +
+ } value={rawData.satellites.length} label="SAT" /> +
+ } value={rawData.ships.length} label="VES" /> +
+ } value={criticalConflicts.length} label="CRT" pulse={criticalConflicts.length > 0} /> +
+ + {/* Reticle toggle */} + + + {/* Filter toggle */} + +
+
+ + {/* LEFT SIDEBAR – INTELLIGENCE FEED */} + + + {/* RIGHT SIDEBAR – TARGET DETAILS */} + {selectedItem && ( + + )} + + {/* LAYER FILTER PANEL */} + {showFilterPanel && ( +
+

Display Layers

+
+ setFilters(f => ({...f, showPlanes: !f.showPlanes}))} /> + setFilters(f => ({...f, showShips: !f.showShips}))} /> + setFilters(f => ({...f, showSatellites: !f.showSatellites}))} /> + setFilters(f => ({...f, showCyber: !f.showCyber}))} /> + {}} /> + setFilters(f => ({...f, showConflicts: !f.showConflicts}))} /> + setFilters(f => ({...f, showNews: !f.showNews}))} /> +
+
+ )} + + {/* BOTTOM STATUS BAR */} +
+
+ GOD'S EYE v2.1 + {rawData.planes.length.toLocaleString()} AC · {milPlanes.length} MIL + {rawData.ships.length} VES + {rawData.satellites.length} SAT +
+
+ {camPov && ( + + {camPov.lat >= 0 ? 'N' : 'S'}{Math.abs(camPov.lat).toFixed(3)}°  + {camPov.lng >= 0 ? 'E' : 'W'}{Math.abs(camPov.lng).toFixed(3)}°  + ALT {camPov.altitude.toFixed(2)} + + )} + {rawData.gpsInterference?.length > 0 && ( + {rawData.gpsInterference.length} GPS JAM + )} + {rawData.cyber_attacks?.length > 0 && ( + {rawData.cyber_attacks.length} CYBER + )} + + {isOnline ? '● LIVE' : '○ OFFLINE'} + + {utcTime} +
+
+ + {/* ALTITUDE LEGEND */} +
+ {[ + { color: '#ff2615', label: 'MIL' }, + { color: '#00d9ff', label: '>10k m' }, + { color: '#33ff80', label: '>5k m' }, + { color: '#ffb300', label: '>2k m' }, + { color: '#ff6600', label: '>500 m' }, + { color: '#ffffff', label: 'GND' }, + ].map(({ color, label }) => ( +
+
+ {label} +
+ ))} +
+ + {/* WEBCAM MODAL */} + {webcamViewer && ( +
+
+
+ LIVE SURVEILLANCE FEED — {webcamViewer.name || webcamViewer.location} + +
+