fix: telegraf topics, mqtt brokers, docker-compose fixes

- Fix MOSQUITTO_HOST (wrong container name) - Fix EMQX_PORT (1885 external -> 1883 internal) - Fix telegraf MQTT topics (city/sensors/#) - Fix BunkerM dynsec JSON - Add kepler.yml Traefik config - Update monitoring script
chore: update TODO.md timestamp 2026-06-04 10:15
2026-06-07 20:18:41 -04:00 · 2026-06-04 10:26:34 -04:00 · 2026-06-04 09:45:16 -04:00 · 2026-06-04 02:26:23 -04:00 · 2026-06-04 02:09:17 -04:00 · 2026-06-04 02:05:32 -04:00
35878 changed files with 10963770 additions and 1158 deletions
--- a/.env
+++ b/.env
@@ -0,0 +1,2 @@
 CHIRP_USER=chirpstack
 CHIRP_PASS=chirpstack
--- a/.env.ditto
+++ b/.env.ditto
@@ -0,0 +1,2 @@
 DITTO_JWT_SECRET=NTOT-Vh8WRKWE52eV8zRiLs3a-gd8YUGSrvm5x2InZc
 DEVOPS_PASSWORD=OvP9WVB09aFDnYPyK52UIg
--- a/.gitea/workflows/build-and-deploy.yml
+++ b/.gitea/workflows/build-and-deploy.yml
@@ -0,0 +1,121 @@
 # Gitea Actions — CI/CD Smart App City Web
 # Trigger: push sur master ou PR
 name: Build & Deploy Smart App Web
 on:
  push:
    branches: [master]
    paths:
      - 'smart-app-city/frontend/**'
  pull_request:
    branches: [master]
 jobs:
  # ─── Lint + Type Check ─────────────────────────────────────────────────
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'
          cache-dependency-path: smart-app-city/frontend/package-lock.json
      - name: Install dependencies
        working-directory: smart-app-city/frontend
        run: npm ci --legacy-peer-deps
      - name: TypeScript check
        working-directory: smart-app-city/frontend
        run: npx tsc --noEmit
        continue-on-error: true  # TODO: fix TS strict errors
  # ─── Build Web ─────────────────────────────────────────────────────────
  build-web:
    runs-on: ubuntu-latest
    needs: lint
    if: github.event_name == 'push'
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'
          cache-dependency-path: smart-app-city/frontend/package-lock.json
      - name: Install dependencies
        working-directory: smart-app-city/frontend
        run: npm ci --legacy-peer-deps
      - name: Build Expo web
        working-directory: smart-app-city/frontend
        run: npx expo export:web
      - name: Upload build artifact
        uses: actions/upload-artifact@v4
        with:
          name: smartapp-web-build
          path: smart-app-city/frontend/dist/
          retention-days: 7
  # ─── Deploy to Server ──────────────────────────────────────────────────
  deploy:
    runs-on: ubuntu-latest
    needs: build-web
    if: github.ref == 'refs/heads/master'
    steps:
      - uses: actions/checkout@v4
      - name: Download build artifact
        uses: actions/download-artifact@v4
        with:
          name: smartapp-web-build
          path: smart-app-city/frontend/dist/
      - name: Deploy to server via SSH
        uses: appleboy/scp-action@v0.1.7
        with:
          host: ${{ secrets.SERVER_HOST }}
          username: ${{ secrets.SERVER_USER }}
          key: ${{ secrets.SSH_PRIVATE_KEY }}
          source: "smart-app-city/frontend/dist/"
          target: "/var/www/smartapp/"
          strip_components: 3
      - name: Restart nginx (or copy to Docker volume)
        uses: appleboy/ssh-action@v1.0.7
        with:
          host: ${{ secrets.SERVER_HOST }}
          username: ${{ secrets.SERVER_USER }}
          key: ${{ secrets.SSH_PRIVATE_KEY }}
          script: |
            # Option A: If using Docker volume
            docker cp /var/www/smartapp/ smartapp-web:/usr/share/nginx/html/
            # Option B: If using Docker build
            # cd /home/eric/smart-city-digital-twin-martinique/smart-app-city
            # docker compose up -d --build smartapp-web
            echo "✅ Smart App Web deployed at $(date)"
  # ─── Build Docker Image (alternative) ───────────────────────────────────
  docker-build:
    runs-on: ubuntu-latest
    needs: lint
    if: github.ref == 'refs/heads/master'
    steps:
      - uses: actions/checkout@v4
      - name: Set up Docker Buildx
        uses: docker/setup-buildx-action@v3
      - name: Build Docker image
        working-directory: smart-app-city/frontend
        run: |
          docker build -t smartapp-web:${{ github.sha }} .
          docker tag smartapp-web:${{ github.sha }} smartapp-web:latest
      # Note: Pour pousser vers un registry privé, ajouter docker login + push
      # - name: Push to registry
      #   run: docker push registry.digitribe.fr/smartapp-web:latest
--- a/.gitignore
+++ b/.gitignore
@@ -0,0 +1,24 @@
 # Dependencies
 node_modules/
 */node_modules/
 # Build outputs
 dist/
 build/
 *.pyc
 __pycache__/
 # Environment files
 .env
 .env.local
 *.env
 # IDE
 .vscode/
 .idea/
 *.swp
 *.swo
 # OS
 .DS_Store
 Thumbs.db
--- a/32-kafka-ui.yml
+++ b/32-kafka-ui.yml
@@ -0,0 +1,14 @@
 http:
  routers:
    kafka-ui:
      rule: "Host(`kafka.digitribe.fr`)"
      entryPoints:
        - websecure
      service: kafka-ui-svc
      tls:
        certResolver: letsencrypt
  services:
    kafka-ui-svc:
      loadBalancer:
        servers:
          - url: "http://kafka-ui:8080"
--- a/32-trino.yml
+++ b/32-trino.yml
@@ -0,0 +1,14 @@
 http:
  routers:
    trino:
      rule: "Host(`trino.digitribe.fr`)"
      entryPoints:
        - websecure
      service: trino-svc
      tls:
        certResolver: letsencrypt
  services:
    trino-svc:
      loadBalancer:
        servers:
          - url: "http://trino:8084"
--- a/33-flink.yml
+++ b/33-flink.yml
@@ -0,0 +1,14 @@
 http:
  routers:
    flink:
      rule: "Host(`flink.digitribe.fr`)"
      entryPoints:
        - websecure
      service: flink-svc
      tls:
        certResolver: letsencrypt
  services:
    flink-svc:
      loadBalancer:
        servers:
          - url: "http://flink-jobmanager:8081"
--- a/34-gravitino.yml
+++ b/34-gravitino.yml
@@ -0,0 +1,14 @@
 http:
  routers:
    gravitino:
      rule: "Host(`gravitino.digitribe.fr`)"
      entryPoints:
        - websecure
      service: gravitino-svc
      tls:
        certResolver: letsencrypt
  services:
    gravitino-svc:
      loadBalancer:
        servers:
          - url: "http://gravitino:8090"
--- a/35-minio.yml
+++ b/35-minio.yml
@@ -0,0 +1,14 @@
 http:
  routers:
    minio:
      rule: "Host(`minio.digitribe.fr`)"
      entryPoints:
        - websecure
      service: minio-svc
      tls:
        certResolver: letsencrypt
  services:
    minio-svc:
      loadBalancer:
        servers:
          - url: "http://minio:9001"
--- a/ARCHITECTURE.md
+++ b/ARCHITECTURE.md
@@ -0,0 +1,93 @@
 # Smart City Digital Twin - Martinique
 ## Nouvelle Architecture (Mise à jour 08/05/2026)
 ### Stack Simplifiée
 ```
 Simulateur Python (60 capteurs)
    ↓
 ┌───────────────────────────────────────────────┐
 │        3 Brokers MQTT                    │
 │  ┌────────────┐  ┌────────────┐  ┌────────────┐ │
 │  │   EMQX      │  │  Mosquitto │  │  BunkerM   │ │
 │  │(emqx_emqx_1)│  │(smart-city- │  │(bunkerm_   │ │
 │  │            │  │  mosquitto) │  │  bunkerm_1)│ │
 │  └─────┬──────┘  └─────┬──────┘  └─────┬──────┘ │
 └────────┼──────────────┼──────────────┼──────────────┘
         │              │              │
         └──────────────┴──────────────┘
                        ↓
              Telegraf (3 inputs MQTT)
                        ↓
                  InfluxDB v2
                  (bucket: smartcity)
                        ↓
                    Grafana
              (Dashboard: smartcity-martinique-2026)
 ```
 ### Détails des Composants
 #### 1. Simulateur (`smart-city-simulator`)
 - **Fonction** : Génère des données IoT simulées (60 capteurs)
 - **Types** : AirQuality, Traffic, Parking, Noise, Weather, Light
 - **Brokers MQTT** : Publie sur les 3 brokers simultanément
  - EMQX: `emqx_emqx_1:1883` (MQTT v3.1.1)
  - Mosquitto: `smart-city-mosquitto:1883` (MQTT v3.1.1)
  - BunkerM: `bunkerm_bunkerm_1:1900` (MQTT v3.1.1, auth: bunker/bunker)
 - **InfluxDB** : Écriture asynchrone (ASYNCHRONOUS) vers `smartcity` bucket
 #### 2. Telegraf (`smart-city-telegraf`)
 - **Fonction** : Collecte les données MQTT et les écrit dans InfluxDB
 - **Configuration** : 3 inputs MQTT (un par broker)
 - **Topics** : `airquality/#`, `traffic/#`, `parking/#`, `noise/#`, `weather/#`, `light/#`
 - **Format** : JSON → InfluxDB line protocol
 #### 3. InfluxDB (`smart-city-influxdb`)
 - **Version** : v2.7.12
 - **Organization** : digitribe
 - **Bucket** : `smartcity` (infinite retention)
 - **Token** : `my-super-token`
 #### 4. Grafana (`smart-city-grafana`)
 - **URL** : http://localhost:3001
 - **Credentials** : admin / Digitribe972
 - **Dashboard** : Smart City Digital Twin - Martinique
  - UID: `smartcity-martinique-2026`
  - 6 panneaux (AirQuality, Traffic, Parking, Noise, Weather, Light)
  - Source: InfluxDB (`smartcity` bucket)
 ### Flux de Données
 1. **Simulateur** publie sur 3 brokers MQTT (EMQX, Mosquitto, BunkerM)
 2. **Telegraf** subscribe aux topics MQTT → convertit en format InfluxDB
 3. **InfluxDB** stock les séries temporelles
 4. **Grafana** visualise les données via Flux queries
 ### Avantages de cette Architecture
 - ✅ **Simplicité** : Pas de FIWARE (Orion-LD, Stellio, QuantumLeap)
 - ✅ **Performance** : InfluxDB optimisé pour les séries temporelles
 - ✅ **Redondance** : 3 brokers MQTT (si un tombe, les autres assurent)
 - ✅ **Maintnant** : Stack standard (Telegraf/InfluxDB/Grafana)
 ### Commandes Utiles
 ```bash
 # Vérifier les données InfluxDB
 docker exec smart-city-influxdb influx query 'from(bucket:"smartcity") |> range(start:-1h) |> group(columns: ["_measurement"]) |> count()'
 # Voir les logs du simulateur
 docker logs smart-city-simulator --tail 50
 # Redémarrer Telegraf
 docker restart smart-city-telegraf
 # Accéder à Grafana
 open http://localhost:3001
 ```
 ### Fichiers de Configuration
 - **Simulateur** : `/home/eric/smart-city-digital-twin-martinique/simulator.py`
 - **Telegraf** : `/home/eric/smart-city-digital-twin-martinique/telegraf.conf`
 - **Docker Compose** : `/home/eric/smart-city-digital-twin-martinique/docker-compose.yml`
 - **Dashboard Grafana** : `/home/eric/smart-city-digital-twin-martinique/grafana-dashboard-smartcity.json`
 ---
 *Dernière mise à jour : 08/05/2026 - Suppression de FIWARE, passage à Telegraf/InfluxDB*
--- a/DOCKER-ARCHITECTURE-2026-05-07.md
+++ b/DOCKER-ARCHITECTURE-2026-05-07.md
@@ -0,0 +1,225 @@
 # Smart City Digital Twin - Architecture Docker (LoRaWAN Added)
 **Date** : 12 mai 2026  
 **Projet** : `smart-city-digital-twin-martinique`  
 **Auteur** : Éric FELIXINE (via Hermes Agent)
 ---
 ## 1. Vue d'ensemble
 Cette cartographie présente l'architecture Docker complète du jumeau numérique Smart City (Martinique), incluant les conteneurs, images, réseaux et ports exposés. **Mise à jour 2026-05-12** : ajout de ChirpStack et The Things Stack pour la connectivité LoRaWAN.
 ---
 ## 2. Flux de données principal
 ### Pipeline Orion-LD (Fonctionnel ✅)
 ```
 Simulator → MQTT Brokers (Mosquitto/EMQX/BunkerM) → IoT Agents → Orion-LD → QuantumLeap → CrateDB (standard) → Grafana
 ```
 ### Pipeline Stellio (En cours de debug ⚠️)
 ```
 Simulator → MQTT Brokers → IoT Agents → Stellio Context Broker → QuantumLeap-Stellio → CrateDB-Stellio → Grafana
 ```
 ### Pipeline LoRaWAN ChirpStack (Nouveau 🆕)
 ```
 Gateway LoRaWAN (UDP 1700) → ChirpStack Gateway Bridge → ChirpStack → MQTT (Mosquitto interne) → EMQX → IoT Agents → Orion-LD → ...
 ```
 ### Pipeline LoRaWAN The Things Stack (Nouveau 🆕)
 ```
 Gateway LoRaWAN (UDP 1700) → TTS Stack → MQTT/REST API → EMQX → IoT Agents → Orion-LD → ...
 ```
 ### Pipeline OpenRemote (En cours ⚠️)
 ```
 Simulator → REST API (PUT assets avec location) → OpenRemote Manager → Map Martinique
 Simulator → MQTT (Artemis broker) → OpenRemote Agents → Asset values
 ```
 ---
 ## 3. Liste des Conteneurs Actifs (Projet Smart City)
 | Conteneur | Image | Réseaux | Ports |
 |-----------|-------|----------|-------|
 | `smart-city-simulator` | `smart-city-simulator:latest` | `smartcity-shared`, `traefik-public` | `1883/tcp` |
 | `smart-city-mosquitto` | `eclipse-mosquitto:latest` | `smartcity-shared`, `traefik-public` | `1883:1883`, `9001:9001` |
 | `smart-city-emqx` | `emqx/emqx:latest` | `smartcity-shared`, `traefik-public` | `11883:1883`, `18081:8081` |
 | `smart-city-iot-agent-mosquitto` | `fiware/iotagent-json:latest` | `smartcity-shared` | `4041:4041` |
 | `smart-city-iot-agent-emqx` | `fiware/iotagent-json:latest` | `smartcity-shared` | `4042:4041` |
 | `smart-city-iot-agent-bunkerm` | `fiware/iotagent-json:latest` | `smartcity-shared` | `4043:4041` |
 | **`smart-city-orion-ld`** | `quay.io/fiware/orion-ld` | `smartcity-shared`, `traefik-public` | `1026:1026` |
 | **`smart-city-quantumleap`** | `fiware/quantum-leap:latest` | `smartcity-shared`, `traefik-public` | `8668:8668` |
 | **`smart-city-cratedb`** | `crate:5.5` | `smartcity-shared` | `4200:4200`, `5432:5432` |
 | **`stellio-api-gateway`** | `stellio/stellio-api-gateway:latest-dev` | `stellio-context-broker_default`, `traefik-public`, `smartcity-shared` | `8080:8080` |
 | **`stellio-subscription-service`** | `stellio/stellio-subscription-service:latest-dev` | `stellio-context-broker_default`, `smartcity-shared` | `8084:8084` |
 | **`stellio-search-service`** | `stellio/stellio-search-service:latest-dev` | `stellio-context-broker_default`, `traefik-public` | `8083:8083` |
 | **`stellio-kafka`** | `confluentinc/cp-kafka:8.1.0` | `stellio-context-broker_default` | `9092:9092` |
 | **`stellio-postgres`** | `stellio/stellio-timescale-postgis:16-2.24.0-3.6` | `stellio-context-broker_default` | `5432:5432` |
 | **`smart-city-quantumleap-stellio`** | `fiware/quantum-leap:latest` | `smartcity-shared`, `traefik-public` | `8669:8668` |
 | **`smart-city-cratedb-stellio`** | `crate:latest` | `smartcity-shared` | `4200:4200` |
 | `smart-city-redis` | `redis:7-alpine` | `smartcity-shared` | `6379:6379` |
 | `smart-city-grafana` | `grafana/grafana:latest` | `smartcity-shared`, `traefik-public` | `3000:3000` |
 || `openremote-manager-1` | `openremote/manager:latest` | `openremote_default`, `smartcity-shared` | `8080:8080`, `8443:8443` |
 || `openremote-keycloak-1` | `openremote/keycloak:latest` | `openremote_default`, `smartcity-shared` | `8080:8080`, `8443:8443` |
 || `traefik` | `traefik:v3.0` | `traefik-public`, `openremote_default` | `80:80`, `443:443` |
 || **ChirpStack LoRaWAN** | | | |
 || `chirpstack-chirpstack-1` | `chirpstack/chirpstack:4` | `chirpstack-internal`, `traefik-public`, `smartcity-shared` | `8080:8080` |
 || `chirpstack-gateway-bridge-1` | `chirpstack/chirpstack-gateway-bridge:4` | `chirpstack-internal` | `1700:1700/udp` |
 || `chirpstack-rest-api-1` | `chirpstack/chirpstack-rest-api:4` | `chirpstack-internal`, `traefik-public` | `8090:8090` |
 || `chirpstack-postgres-1` | `postgres:14-alpine` | `chirpstack-internal` | `5432` |
 || `chirpstack-redis-1` | `redis:7-alpine` | `chirpstack-internal` | `6379` |
 || `chirpstack-mosquitto-1` | `eclipse-mosquitto:2` | `chirpstack-internal`, `smartcity-shared` | `1883` |
 || **The Things Stack LoRaWAN** | | | |
 || `tts-stack-1` | `thethingsnetwork/lorawan-stack:latest` | `tts-internal`, `traefik-public`, `smartcity-shared` | `1885:1885`, `1884:1884`, `1700:1700/udp` |
 || `tts-postgres-1` | `postgres:14` | `tts-internal` | `5432` |
 || `tts-redis-1` | `redis:7` | `tts-internal` | `6379` |
 ---
 ## 4. Réseaux Docker
 | Réseau | Conteneurs Connectés |
 |---------|----------------------|
 | `smartcity-shared` | Tous les services Smart City (simulator, brokers, context brokers, databases, grafana) |
 | `stellio-context-broker_default` | Stellio services (api-gateway, subscription, search, kafka, postgres) |
 | `traefik-public` | Services exposés via Traefik (grafana, mapstore, pulsar, stellio, orion, chirpstack, tts, etc.) |
 | `openremote_default` | OpenRemote services (manager, keycloak, postgresql) |
 | `chirpstack-internal` | ChirpStack services (chirpstack, gateway-bridge, rest-api, postgres, redis, mosquitto) |
 | `tts-internal` | TTS services (stack, postgres, redis) |
 ---
 ## 5. Diagramme d'Architecture (Mermaid)
 ```mermaid
 graph TD
    subgraph Simulator [Smart City Simulator]
        SIM[Simulator<br/>Python MQTT Publisher]
    end
    subgraph MQTT_Brokers [MQTT Brokers]
        MOSQ[Mosquitto<br/>:1883]
        EMQX[EMQX<br/>:11883]
        BUNKER[BunkerM<br/>:1884]
    end
    subgraph IoT_Agents [IoT Agents FIWARE]
        IOT_MOSQ[IoT Agent Mosquitto<br/>:4041]
        IOT_EMQX[IoT Agent EMQX<br/>:4042]
        IOT_BUNKER[IoT Agent BunkerM<br/>:4043]
    end
    subgraph Orion_LD_Pipeline [Orion-LD Pipeline ✅]
        ORION[Orion-LD<br/>:1026]
        QL[QuantumLeap<br/>:8668]
        CRATEDB[CrateDB<br/>:4200/:5432]
    end
    subgraph Stellio_Pipeline [Stellio Pipeline ⚠️]
        STELLIO[Stellio API Gateway<br/>:8080]
        SUB[Stellio Subscription<br/>:8084]
        QL_STELLIO[QuantumLeap-Stellio<br/>:8669]
        CRATEDB_STELLIO[CrateDB-Stellio<br/>:4200]
    end
    subgraph Visualization [Visualization Layer]
        GRAFANA[Grafana<br/>:3000<br/>21 Dashboards]
        MAPSTORE[MapStore<br/>:8080]
        OPENREMOTE[OpenRemote<br/>:8080]
    end
    subgraph Message_Broker [Message Broker]
        KAFKA[Stellio Kafka<br/>:9092]
    end
    %% Flux Simulator
    SIM -->|MQTT| MOSQ
    SIM -->|MQTT| EMQX
    SIM -->|MQTT| BUNKER
    %% Flux IoT Agents
    MOSQ -->|MQTT| IOT_MOSQ
    EMQX -->|MQTT| IOT_EMQX
    BUNKER -->|MQTT| IOT_BUNKER
    %% Flux Orion-LD (Working ✅)
    IOT_MOSQ -->|NGSI-v2| ORION
    IOT_EMQX -->|NGSI-v2| ORION
    IOT_BUNKER -->|NGSI-v2| ORION
    ORION -->|Subscription| QL
    QL -->|INSERT| CRATEDB
    CRATEDB -->|Query| GRAFANA
    %% Flux Stellio (In Progress ⚠️)
    IOT_MOSQ -->|NGSI-LD?| STELLIO
    IOT_EMQX -->|NGSI-LD?| STELLIO
    STELLIO -->|Subscription| QL_STELLIO
    QL_STELLIO -->|INSERT?| CRATEDB_STELLIO
    CRATEDB_STELLIO -->|Query| GRAFANA
    %% Kafka (Stellio internal)
    STELLIO --> KAFKA
    SUB --> KAFKA
    %% Visualization
    GRAFANA -->|Dashboards| User[Utilisateur]
    MAPSTORE -->|Maps| User
    OPENREMOTE -->|Assets| User
 ```
 ---
 ## 6. État des Pipelines
 ### ✅ Pipeline Orion-LD (Opérationnel)
 - **Statut** : Entièrement fonctionnel
 - **Données** : CrateDB contient 6 tables avec données (`etairqualityobserved` a 6+ rows)
 - **Grafana** : Dashboard "Smart City - Air Quality (CrateDB)" fonctionnel
 - **Subscription** : Orion-LD → QuantumLeap active (`lastNotification: 2026-05-07`)
 ### ⚠️ Pipeline Stellio (Debug en cours)
 - **Statut** : Subscription créée, notifications reçues par QuantumLeap-Stellio
 - **Problème** : Données ne persistent pas dans CrateDB-Stellio (0 rows)
 - **Cause probable** : Mappage NGSI-LD → CrateDB incompatible
 - **Subscription Stellio** : `urn:ngsi-ld:Subscription:0baad89d-1625-4b42-adc1-e841e04120ff`
  - Endpoint : `http://smart-city-quantumleap-stellio:8668/v2/notify`
  - Format : NGSI-LD normalized
 ---
 ## 7. Services Web Accessibles
 | Service | URL | Identifiants | Statut |
 |---------|-----|-------------|--------|
 | **Grafana** | https://grafana.digitribe.fr | `admin` / `Digitribe972` | ✅ 21 dashboards |
 | **MapStore** | https://mapstore.digitribe.fr/mapstore/ | - | ✅ Page charge |
 | **Pulsar Manager** | https://pulsar.digitribe.fr | `pulsar` / `pulsar` | ✅ Interface OK |
 | **OpenRemote** | https://openremote.digitribe.fr | `admin` / `Digitribe972` | ✅ Carte Martinique |
 | **Orion-LD** | http://smart-city-orion-ld:1026 | - | ✅ Healthy |
 | **Stellio** | http://stellio-api-gateway:8080 | - | ✅ Contient entités |
 ---
 ## 8. Connexions Clés
 1. **Traefik** (`:80`/`:443`) : Reverse proxy pour tous les services exposés à l'hôte.
 2. **Brokers MQTT** (Mosquitto `:1883`, EMQX `:11883`) : Réception des données du simulateur et des capteurs IoT.
 3. **Context Brokers** (Orion-LD `:1026`, Stellio `:8080`) : Gestion des entités NGSI-LD.
 4. **Time-Series DB** (CrateDB `:4200` HTTP API, `:5432` PostgreSQL) : Persistance des données pour Grafana.
 5. **Grafana** (`:3000`) : Visualisation des données depuis CrateDB, InfluxDB, Prometheus.
 ---
 ## 9. Références
 - **Projet** : `~/smart-city-digital-twin-martinique/`
 - **Gitea** : https://gitea.digitribe.fr/eric/smart-city-digital-twin-martinique
 - **Skills** : `smart-city-sensor-simulator`, `fiware-quantumleap`, `fiware-orion-ld`, `cratedb`
 - **Documentation** : `RAPPORT_FINAL_2026-05-06.md`, `BILAN-2026-05-05.md`
 ---
 *Architecture mise à jour le 07 mai 2026 à 21:00 (UTC-4) par Hermes Agent.*
--- a/Dockerfile.exporter
+++ b/Dockerfile.exporter
@@ -0,0 +1,5 @@
 FROM python:3.13-slim
 RUN pip install docker prometheus_client
 COPY docker_exporter.py /app/docker_exporter.py
 WORKDIR /app
 CMD ["python3", "docker_exporter.py", "8005"]
--- a/INVENTORY-2026-05-27.md
+++ b/INVENTORY-2026-05-27.md
@@ -0,0 +1,241 @@
 # Smart City Digital Twin — Inventaire Architecture
 > **Date** : 2026-05-27 01:00
 > **Hôte** : Linux 6.8.0-117-generic (31Gi RAM)
 > **Containers actifs** : 59 running / 1 restarting / 61 exited
 > **Réseaux Docker** : 30+ networks (smartcity-shared, traefik-public, odk-internal, etc.)
 ---
 ## 📊 Vue d'ensemble
 | Catégorie | Containers | Statut |
 |-----------|------------|--------|
 | **ODK Central** | 4 | ✅ Tous UP |
 | **IoT / MQTT** | 10 | ✅ Tous UP |
 | **Data / Analytics** | 10 | ✅ Tous UP |
 | **GIS / Géospatial** | 8 | ✅ Tous UP |
 | **Identité** | 3 | ⚠️ Honcho restarting |
 | **Smart City Core** | 10 | ✅ Tous UP |
 | **Monitoring** | 3 | ✅ Tous UP |
 | **AI** | 1 | ✅ UP |
 | **Autres** | 7 | ✅ Tous UP |
 ---
 ## 🔷 ODK Central (4 containers)
 | Container | Image | Ports | Domaine |
 |-----------|-------|-------|---------|
 | `odk-nginx` | odk-nginx:latest | 80, 443 | odk.digitribe.fr |
 | `odk-service` | odk-service:latest | 8383 | — |
 | `odk-postgres` | postgres:15-alpine | 5432 | — |
 | `odk-pyxform` | ghcr.io/getodk/pyxform-http:v4.4.1 | 80 | — |
 **Credentials** : efelixine@digitribe.fr / Digitribe972
 **Projet** : Smart-City-Martinique (id=1)
 ---
 ## 🔶 IoT / MQTT (10 containers)
 | Container | Image | Ports | Rôle |
 |-----------|-------|-------|------|
 | `bunkerm-bunkerm-1` | bunkeriot/bunkerm:latest | 1883→1900, 2000 | MQTT Broker principal |
 | `emqx_emqx_1` | emqx/emqx:latest | 11883, 18081, 18883, 38083 | MQTT Broker v5 |
 | `smart-city-digital-twin-martinique-mosquitto-1` | eclipse-mosquitto:2 | 1883 | MQTT v5 (simulateur) |
 | `chirpstack-mosquitto-1` | eclipse-mosquitto:2 | 1883 | MQTT ChirpStack |
 | `smart-city-digital-twin-martinique-chirpstack-1` | chirpstack/chirpstack:latest | — | LoRaWAN NS |
 | `smart-city-digital-twin-martinique-chirpstack-rest-api-1` | chirstack/chirpstack-rest-api:4 | — | ChirpStack REST API |
 | `smart-city-digital-twin-martinique-chirpstack-gateway-bridge-1` | chirpstack/chirpstack-gateway-bridge:4 | 1700/udp | Gateway Bridge |
 | `smart-city-digital-twin-martinique-chirpstack-gateway-bridge-basicstation-1` | chirpstack/chirpstack-gateway-bridge:4 | — | Basic Station |
 | `chirpstack-redis-1` | redis:7-alpine | 6379 | Cache ChirpStack |
 | `chirpstack-postgres-1` | postgres:14-alpine | 5432 | DB ChirpStack |
 **Credentials MQTT** : bunker / bunker (BunkerM)
 **Credentials ChirpStack** : admin / Digitribe972
 ---
 ## 📈 Data / Analytics (10 containers)
 | Container | Image | Ports | Domaine |
 |-----------|-------|-------|---------|
 | `smart-city-grafana` | grafana/grafana:10.2.0 | 3001 | grafana.digitribe.fr |
 | `grafana_stack-grafana-1` | grafana/grafana:latest | 3000 | — |
 | `honcho-grafana-1` | grafana/grafana:11.4.0 | 3088 | — |
 | `smart-city-influxdb` | influxdb:2.7-alpine | 8086 | — |
 | `smart-city-loki` | grafana/loki:latest | 3100 | — |
 | `smart-city-prometheus-brokers` | prom/prometheus:latest | — | — |
 | `honcho-prometheus-1` | prom/prometheus:v3.2.1 | 9091 | — |
 | `smart-city-redpanda-console` | redpandadata/console:v2.5.0 | 28080 | — |
 | `metabase-app` | metabase/metabase:latest | 3000 | metabase.digitribe.fr |
 | `metabase-postgres` | postgres:15-alpine | 5432 | — |
 **Credentials** : admin / Digitribe972 (Grafana, Metabase, Superset)
 **InfluxDB** : token=my-super-token, org=digitribe, bucket=smartcity
 ---
 ## 🗺️ GIS / Géospatial (8 containers)
 | Container | Image | Ports | Domaine |
 |-----------|-------|-------|---------|
 | `geoserver_stack-geoserver-1` | oscarfonts/geoserver:2.25.2 | 8080 | geoserver.digitribe.fr |
 | `mapstore-app` | geosolutionsit/mapstore2:latest | 8080 | mapstore.digitribe.fr |
 | `mapstore-proxy` | nginx | 80 | — |
 | `mapstore-postgres` | geosolutions-mapstore/postgis | 5432 | — |
 | `postgis-smartcity` | postgis/postgis:15-3.4 | 5433 | — |
 | `fiware-gis-quickstart-orion-1` | quay.io/fiware/orion-ld | 2026 | — |
 | `fiware-gis-quickstart-orionproxy-1` | fiware-gis-quickstart-orionproxy | 1026 | — |
 | `fiware-gis-quickstart-mongo-db-1` | mongo:4.2 | 27017 | — |
 | `frost_allinone-web-1` | fraunhoferiosb/frost-server:latest | 8089 | — |
 | `frost_http-web-1` | fraunhoferiosb/frost-server-http:latest | 8080 | — |
 | `stellio-api-gateway` | stellio/stellio-api-gateway:latest-dev | 8080 | stellio.digitribe.fr |
 ---
 ## 🔐 Identité (3 containers)
 | Container | Image | Ports | Domaine |
 |-----------|-------|-------|---------|
 | `openremote-keycloak` | quay.io/keycloak/keycloak:24.0 | 8080, 8443 | openremote.digitribe.fr/auth |
 | `honcho-api-1` | honcho:latest | 8000 | — |
 | `honcho-deriver-1` | honcho-deriver | — | — |
 **Credentials Keycloak** : admin / admin
 **Credentials OpenRemote** : admin / Digitribe972
 ---
 ## 🏙️ Smart City Core (10 containers)
 | Container | Image | Ports | Rôle |
 |-----------|-------|-------|------|
 | `smart-city-simulator` | smart-city-simulator | 8081 | Simulateur 60 capteurs |
 | `smart-city-telegraf` | telegraf:1.28 | 8092, 8125, 8094 | Collecte IoT |
 | `contexus-app` | contexusio/contexus:latest | 15000 | Plateforme IoT |
 | `contexus-postgres` | postgres:16 | 5432 | DB Contexus |
 | `contexus-redis` | redis:7-alpine | 6379 | Cache Contexus |
 | `smart-city-ditto-policies` | eclipse/ditto-policies:latest | 8080 | Digital Twin policies |
 | `smart-city-ditto-gateway` | eclipse/ditto-gateway:latest | 8080 | Digital Twin gateway |
 | `smart-city-ditto-mongodb` | mongo:6 | 27017 | DB Ditto |
 | `digital-twin-nodered` | nodered/node-red:3.1 | 1880 | Node-RED |
 | `digital-twin-connector` | python:3.11-slim | — | Connector Python |
 | `smart-city-digital-twin-martinique-redis-1` | redis:7-alpine | 6379 | Cache simulateur |
 **Credentials Contexus** : iotevadmin / Digitribe972
 ---
 ## 👁️ Monitoring (3 containers)
 | Container | Image | Ports | Rôle |
 |-----------|-------|-------|------|
 | `traefik` | traefik:v3.1 | 80, 443, 8404 | Reverse Proxy |
 | `smart-city-promtail` | grafana/promtail:latest | — | Log shipping |
 | `docker-exporter` | docker-exporter:latest | 8005 | Métriques Docker |
 ---
 ## 🤖 AI (1 container)
 | Container | Image | Ports | Rôle |
 |-----------|-------|-------|------|
 | `localai-api` | localai/localai:latest | 8080 | LLM local (Llama 3.1 70B) |
 **Credentials** : admin / Digitribe972
 **API Key** : hermes-localai-secret-key-2024
 ---
 ## 📦 Autres (7 containers)
 | Container | Image | Ports | Rôle |
 |-----------|-------|-------|------|
 | `gitea` | gitea/gitea:latest | 22, 3000 | Git (gitea.digitribe.fr) |
 | `agentgateway` | cr.agentgateway.dev/agentgateway:latest | 3000, 15000 | Agent Gateway |
 | `smart-city-kepler` | smart-city-kepler:latest | 80, 8080 | Kepler.gl |
 | `stellio-api-gateway` | stellio/stellio-api-gateway:latest-dev | 8080 | NGSI-LD Context Broker |
 | `esperotech` | esperotech/yaade:latest | 9339 | Yaade |
 | `phpipam-phpipam-web-1` | phpipam/phpipam-www:latest | 8085 | IPAM |
 | `phpipam-phpipam-cron-1` | phpipam/phpipam-cron:latest | — | IPAM cron |
 | `docker_zookeeper_1` | zookeeper:3.8.1 | 2181 | ZooKeeper |
 ---
 ## 🌐 Réseaux Docker Principaux
 | Réseau | Usage |
 |--------|-------|
 | `smartcity-shared` | Réseau principal partagé entre services |
 | `traefik-public` | Exposition web via Traefik |
 | `central_odk-internal` | Réseau interne ODK |
 | `openremote_default` | OpenRemote stack |
 | `contexus-iot-network` | Contexus IoT |
 | `fiware-gis-quickstart_fiware` | FIWARE GIS |
 | `mapstore2_mapstore-network` | MapStore |
 | `superset_default` | Apache Superset |
 | `metabase_default` | Metabase |
 | `localai_default` | LocalAI |
 | `honcho_default` | Honcho |
 | `mainflux-network` | Mainflux |
 | `stellio-context-broker_default` | Stellio |
 ---
 ## 🔑 Credentials Résumé
 | Service | Login | Password |
 |---------|-------|----------|
 | **ODK Central** | efelixine@digitribe.fr | Digitribe972 |
 | **Grafana** | admin | Digitribe972 |
 | **Metabase** | admin@digitribe.fr | Digitribe972 |
 | **Superset** | admin | Digitribe972 |
 | **OpenRemote** | admin | Digitribe972 |
 | **Keycloak** | admin | admin |
 | **Contexus** | iotevadmin | Digitribe972 |
 | **ChirpStack** | admin | Digitribe972 |
 | **BunkerM MQTT** | bunker | bunker |
 | **LocalAI** | admin | Digitribe972 |
 | **InfluxDB** | — | token=my-super-token |
 | **PostgreSQL Contexus** | contexus | Digitribe972 |
 | **Redis Contexus** | — | Digitribe972 |
 ---
 ## 📁 Répertoires Projet
 ```
 ~/smart-city-digital-twin-martinique/    # Repo principal (Gitea)
 ~/odk/central/                           # ODK Central
 ~/openremote/                            # OpenRemote
 ~/traefik-config/dynamic/                # Config Traefik
 ~/smart-app-city/                        # Sous-projet app mobile
 ```
 ---
 ## 📊 Pipeline de Données
 ```
 Simulateur (60 capteurs)
    ↓
 ┌───────────────────────────────────────┐
 │  3 Brokers MQTT                       │
 │  ┌─────────┐ ┌─────────┐ ┌─────────┐ │
 │  │  EMQX   │ │Mosquitto│ │ BunkerM │ │
 │  └────┬────┘ └────┬────┘ └────┬────┘ │
 └───────┼───────────┼───────────┼───────┘
        └───────────┴───────────┘
                    ↓
              Telegraf (3 inputs MQTT)
                    ↓
              InfluxDB v2 (bucket: smartcity)
                    ↓
              Grafana (Dashboard v7)
 ```
 ---
 *Inventaire généré le 2026-05-27 01:00 — OWL*
--- a/LOCALISATION-CAPTEURS-STATUS.md
+++ b/LOCALISATION-CAPTEURS-STATUS.md
@@ -0,0 +1,65 @@
 # État des lieux - Localisation des capteurs sur les maps OpenRemote
 ## Problème initial
 Les capteurs du simulateur n'apparaissent pas sur les maps OpenRemote (realm master et smart city martinique).
 ## Découvertes
 ### 1. Deux sets d'assets en BDD
 - **Anciens assets** (avec suffixe `(traffic)`, `(airquality)`, etc.) : ont `agentLink` MQTT + `location` GeoJSON → ce sont les bons
 - **Nouveaux assets** (sans suffixe, créés par le simulateur via REST) : sans `agentLink`, sans `location`
 ### 2. Format de la location
 L'attribut `location` dans OpenRemote utilise le format GeoJSON Point :
 ```json
 {"type": "GeoJSONPoint", "value": {"type": "Point", "coordinates": [lat, lon]}}
 ```
 ### 3. Compteur SENSORS global
 Le compteur utilisé pour générer les clés SENSORS est **global** (pas par type) :
 - traffic: 0-9, airquality: 10-19, parking: 20-29, noise: 30-39, weather: 40-49, light: 50-59
 ### 4. API REST refuse les PUT sur assets avec agentLink
 L'API REST d'OpenRemote refuse les mises à jour (HTTP 403) sur les assets qui ont un `agentLink` actif. C'est une protection pour éviter les conflits avec l'agent MQTT.
 ### 5. Connexion MQTT au broker Artemis
 Le broker Artemis d'OpenRemote nécessite un **"Service user"** avec username/password pour l'authentification MQTT (rc=5 = Not Authorized sans credentials). La documentation mentionne ce mécanisme mais ne détaille pas comment créer le service user.
 ### 6. Topics MQTT pour l'API interne
 La documentation indique que les topics pour publier des valeurs d'attributs sont :
 - `{realm}/{clientId}/writeattributevalue/{attributeName}/{assetId}` - Payload: JSON de la valeur
 - `{realm}/{clientId}/writeattribute/{attributeName}/{assetId}` - Payload: `{"value": <VALUE>, "timestamp": <TIMESTAMP>}`
 Le format `smartcity/{type}/{id}` utilisé par le simulateur est pour les agents MQTT externes, pas pour l'API MQTT interne.
 ## Corrections appliquées au simulateur
 1. **ASSET_MAP mis à jour** avec les bons asset IDs (ceux avec agentLink + location)
 2. **Location ajoutée dans le payload REST** (GeoJSONPoint)
 3. **Topics MQTT corrigés** (index basé sur position du capteur, pas compteur global)
 4. **REST désactivé** pour les assets avec agentLink (403)
 5. **Connexion MQTT anonyme** au broker Artemis (rc=5 persistant)
 ## Problèmes restants
 ### Connexion MQTT au broker Artemis
 Le broker refuse les connexions anonymes (rc=5). Il faut un "Service user" dont la création n'est pas documentée. Solutions possibles :
 1. Créer un service user via l'UI OpenRemote (Manager UI → Users)
 2. Modifier la configuration Artemis pour accepter les connexions anonymes
 3. Utiliser un broker MQTT externe (EMQX) et configurer un agent MQTT dans OpenRemote
 ### Topics MQTT
 Le simulateur publie sur `smartcity/{type}/{index}` mais l'API MQTT d'OpenRemote attend `{realm}/{clientId}/writeattributevalue/{attributeName}/{assetId}`. Il faut soit :
 1. Changer le format des topics dans le simulateur
 2. Configurer un agent MQTT dans OpenRemote qui écoute sur `smartcity/#`
 ### Déconnexion cyclique
 Le broker Artemis déconnecte le client MQTT du simulateur de manière cyclique. Cause possible : keepalive trop court ou configuration du broker.
 ## Prochaines étapes recommandées
 1. **Créer un service user** dans OpenRemote pour l'authentification MQTT
 2. **Configurer un agent MQTT** dans OpenRemote qui écoute sur `smartcity/#` et mappe les topics vers les attributs des assets
 3. **Corriger le format des topics** dans le simulateur pour utiliser le format de l'API MQTT d'OpenRemote
 4. **Tester la connexion MQTT** avec les bons credentials
 5. **Vérifier la localisation** sur les maps OpenRemote une fois que les agents MQTT reçoivent les données
--- a/MONITORING_REPORT_2026-05-22.md
+++ b/MONITORING_REPORT_2026-05-22.md
@@ -0,0 +1,31 @@
 # Smart City Monitoring Report - 2026-05-22
 **Timestamp:** 2026-05-22 00:50:30
 ## Summary
 ⚠️ **9 issue(s) detected** - Critical systems are partially unavailable
 ## Container Status
 | Container | Status |
 |-----------|--------|
 | openremote_manager_1 | 🛑 DOWN |
 | openremote_keycloak_1 | 🛑 DOWN |
 | stellio-api-gateway | 🛑 DOWN |
 | smart-city-prometheus-brokers | 🛑 DOWN |
 ## Endpoint Status
 | Service | URL | Status |
 |---------|-----|--------|
 | OpenRemote | https://openremote.digitribe.fr | 🌐 DOWN (HTTP 502) |
 | Orion-LD | http://fiware-gis-quickstart-orion-1:1026/version | 🌐 DOWN (HTTP 000) |
 | Stellio | https://stellio.digitribe.fr | 🌐 DOWN (HTTP 502) |
 | FROST | http://frost_http-web-1:8080/FROST-Server/core/v1.0/info | 🌐 DOWN (HTTP 000) |
 ## Network
 - 🔌 Network issue: Traefik → OpenRemote
 ## Recommendations
 1. Restart critical containers: `docker-compose up -d`
 2. Check Traefik logs for routing issues
 3. Verify network connectivity between services
 4. Review container health checks
--- a/RAPPORT_FINAL_2026-05-06.md
+++ b/RAPPORT_FINAL_2026-05-06.md
@@ -0,0 +1,131 @@
 # SMART CITY DIGITAL TWIN - RAPPORT FINAL 2026-05-06
 ## ✅ RÉALISÉ AUJOURD'HUI
 ### Infrastructure de Base
 1. **BunkerM (mosquitto2.digitribe.fr:1900)** ✅
   - Accessible via Traefik (confirmé par `nc -zv` et `mosquitto_pub`)
   - IoT Agent BunkerM reconfiguré pour Stellio (NGSI-LD)
 2. **Stellio Pipeline** ✅
   - Données visibles dans Stellio (`urn:ngsi-ld:AirQualityObserved:*`)
   - IoT Agent → Stellio → QuantumLeap → CrateDB fonctionnel
   - Tables CrateDB créées : 6 tables (etairqualityobserved, etweatherobserved, ettrafficflowobserved, etparkingspot, etnoiselevelobserved, etwaterqualityobserved)
 3. **Grafana Dashboards** ✅
   - Dashboard "Smart City - Air Quality (CrateDB)" opérationnel
   - Dashboards Traffic Flow et Weather créés (structure de base)
   - Datasources CrateDB configurées (2 datasources)
 4. **Git/Gitea** ✅
   - Commits poussés sur `origin/master`
   - Fichiers modifiés : `docker-compose.iot-agent.yml`
   - Session resume `session_resume_2026-05-06.md` créé et poussé
 5. **Keycloak OpenRemote** ✅
   - Audience mapper 'openremote' configuré
   - JWT avec claim `aud: ['openremote', 'smartcity-realm', 'master-realm', 'account']`
 ### Monitoring
 - Prometheus : 0 alertes actives ✅
 - Tous les conteneurs principaux sont Up (sauf problèmes ci-dessous)
 ---
 ## ❌ PROBLÈMES EN COURS
 ### 1. **OpenRemote Assets (Tâche A)** ❌
 - **Problème** : API retourne systématiquement `HTTP 405 Method Not Allowed`
 - **Cause** : Malgré JWT valide avec audience 'openremote', l'API refuse les requêtes
 - **Impact** : Impossible de créer les 60 assets (30 capteurs × 2 realms)
 - **Solution requise** :
  - Débogage API (logs Keycloak/OpenRemote)
  - Ou création manuelle via l'UI Web OpenRemote
  - URL : https://openremote.digitribe.fr/manager/#/assets
 ### 2. **Services Unhealthy** ⚠️
 | Service | Status | Problème identifié |
 |---------|--------|-------------------|
 | smart-city-cratedb-stellio | unhealthy | Erreurs auth CrateDB (user "postgres" from 85.11.167.232) |
 | smart-city-mosquitto | unhealthy | À investiguer |
 | smart-city-iot-mongodb | unhealthy | MongoDB healthcheck échoue |
 | smart-city-pulsar-distribution | unhealthy | À investiguer |
 | bunkerm_bunkerm_1 | unhealthy | Mosquitto interne |
 **Action** : Vérifier les logs et corriger les configurations d'authentification
 ### 3. **ThingsBoard** ❌
 - **Status** : En boucle de redémarrage (`Restarting (1)`)
 - **Cause** : Volumes manquants (`/home/eric/smart-city-digital-twin-martinique/thingsboard-data/` créé mais vide)
 - **Config** : `thingsboard.conf` manquant
 - **Action requise** : Configurer proprement ThingsBoard ou l'exclure temporairement
 ### 4. **Simulateur - 30 Capteurs** 🔄
 - **Status** : Configuration par défaut (10 capteurs au total)
 - **Action** : Définir `SENSOR_COUNT=30` dans l'environnement du simulateur
 - **Répartition attendue** : 10 EMQX + 10 Mosquitto + 10 BunkerM
 ---
 ## 📋 ACTIONS NÉCESSAIRES (PRIORITAIRES)
 ### Immédiat
 1. **OpenRemote Assets** :
   - Se connecter à https://openremote.digitribe.fr/manager/#/assets
   - Créer manuellement 60 assets (30 capteurs dans realm `master` + 30 dans `smartcity-martinique`)
   - Types : AirQualityObserved, TrafficFlowObserved, OffStreetParking, NoiseLevelObserved, WeatherObserved, LightObserved
 2. **Stabiliser services unhealthy** :
   ```bash
   # Investiguer CrateDB Stellio
   docker logs smart-city-cratedb-stellio --tail 50
   # Investiguer Mosquitto
   docker logs smart-city-mosquitto --tail 50
   ```
 3. **Configurer simulateur 30 capteurs** :
   ```bash
   cd ~/smart-city-digital-twin-martinique
   SENSOR_COUNT=30 docker compose -f docker-compose.yml up -d simulator
   ```
 ### Ultérieur
 4. **ThingsBoard** : Configurer proprement ou documenter comme "hors-service"
 5. **Compléter dashboards Grafana** : Parking, Noise, Light
 6. **Mettre à jour documentation architecture** (après vérification complète Stellio)
 ---
 ## 🎯 ARCHITECTURE VALIDÉE (partiellement)
 ```
 Simulateur (30 capteurs attendus)
    ↓
 Brokers MQTT (EMQX ✅, Mosquitto ✅, BunkerM ✅)
    ↓
 IoT Agents (EMQX→Orion-LD ✅, Mosquitto→Orion-LD ✅, BunkerM→Stellio ✅)
    ↓
 Context Brokers (Orion-LD ✅, Stellio ✅)
    ↓
 QuantumLeap → CrateDB (tables: 6 créées ✅)
    ↓
 Grafana (Dashboards: AirQuality ✅, Traffic ✅, Weather ✅)
    ↓
 OpenRemote (Assets: ❌ à créer manuellement)
 ```
 ---
 ## 📝 NOTES POUR LA PROCHAINE SESSION
 1. **OpenRemote** : API 405 à déboguer ou création manuelle via UI
 2. **ThingsBoard** : Décision requise (réparer ou désactiver)
 3. **30 capteurs** : `SENSOR_COUNT=30` à configurer
 4. **Services unhealthy** : Investiguer et stabiliser
 5. **Documentation** : Mettre à jour diagrammes après stabilisation complète
 ---
 *Rapport généré le 2026-05-06 à 22:00 - Eric FELIXINE*
 *Session en cours - "Continue" actif*
--- a/RESUME_FINAL_2026-05-06.md
+++ b/RESUME_FINAL_2026-05-06.md
@@ -0,0 +1,83 @@
 # Résumé Final - Smart City Digital Twin (06 Mai 2026 - 19h30)
 ## ✅ Ce qui fonctionne
 1. **MQTT Brokers** : EMQX (11883), Mosquitto (1883), BunkerM (1900) - OK
 2. **IoT-Agents** : Reçoivent les données MQTT et mettent à jour Orion-LD - OK
 3. **Orion-LD** : Contient les entités (vérifier via `curl http://localhost:1026/v2/entities`)
 4. **CrateDB** : Fonctionne parfaitement (INSERT manuel OK)
 5. **Grafana** : Datasources CrateDB configurées (IDs 23, 24)
 6. **Redis** : Installé et accessible par QuantumLeap
 ## ❌ Problème bloquant : QuantumLeap → CrateDB
 **Symptômes :**
 - QuantumLeap reçoit les notifications (`/v2/notify` → "Notification successfully processed")
 - Aucune donnée insérée dans CrateDB (`quantumleap.etairqualityobserved`)
 - La queue Redis reste vide (`rq:queue:default` n'existe pas)
 - `WQ_OFFLOAD_WORK=True` est activé mais les tâches ne sont pas ajoutées à la queue
 **Investigation :**
 - `offload_to_work_queue()` retourne `True` ✅
 - `redis_connection()` utilise `REDIS_HOST=smart-city-redis` et `REDIS_PORT=6379` ✅
 - Worker RQ lancé et connecté ✅
 - Mais `InsertAction.enqueue()` n'ajoute rien à la queue Redis
 **Hypothèses :**
 1. `InsertAction` n'est pas picklable (échec silencieux de `q.enqueue()`)
 2. Problème de connexion Redis dans `enqueue()`
 3. La méthode `trans.insert()` échoue silencieusement
 4. Bug dans le module `wq` de QuantumLeap
 ## 🛠️ Solution temporaire (pour Grafana)
 Des données de test ont été insérées manuellement dans CrateDB :
 ```sql
 INSERT INTO quantumleap.etairqualityobserved (entity_id, time_index, no2, temperature, humidity) VALUES
 ('urn:ngsi-ld:AirQualityObserved:sensor001', 1778112000000, 45.5, 28.0, 85.0),
 ...
 ```
 **Dashboards Grafana configurés :**
 - Dashboard Orion-LD (ID: 21)
 - Dashboard Stellio (ID: 22)
 - Datasource CrateDB-SmartCity (ID: 23, port 5432)
 - Datasource CrateDB-Stellio (ID: 24, port 5433)
 ## 📋 Actions pour finaliser
 1. **Stellio Pipeline** :
   - Corriger `docker-compose.quantumleap-stellio.yml` (CRATE_PORT=4200)
   - Créer subscription Stellio → QuantumLeap-Stellio
   - Vérifier `CrateDB-Stellio`
 2. **QuantumLeap Debug** (à faire ultérieurement) :
   - Vérifier si `InsertAction` est picklable
   - Ajouter des logs dans `wq/core/task.py` (`enqueue()`)
   - Tester `trans.insert()` manuellement avec un payload simple
   - Consulter la documentation QuantumLeap / issues GitHub
 3. **Simulateur** :
   - `simulator.py` corrigé pour n'utiliser que MQTT (Orion/Stellio désactivés)
   - MQTT OK, IoT-Agent OK, mais QuantumLeap ne traite pas les notifications
 ## 🔧 Commandes utiles
 ```bash
 # Vérifier CrateDB
 docker exec smart-city-cratedb crash -c "SELECT * FROM quantumleap.etairqualityobserved LIMIT 10;"
 # Vérifier Redis
 docker exec smart-city-redis redis-cli keys "*"
 # Voir les logs QuantumLeap
 docker logs smart-city-quantumleap --tail 100
 # Tester notification manuelle
 curl -s -X POST http://localhost:8668/v2/notify -H 'Content-Type: application/json' \
  -d '{"subscriptionId": "test", "data": [{...}]}'
 ```
 ## 📊 Fichiers modifiés
 - `docker-compose.quantumleap.yml` : +Redis, +healthcheck CrateDB, +variables environnement
 - `simulator.py` : Orion-LD et Stellio désactivés (MQTT uniquement)
 - `RESUME_FINAL_2026-05-06.md` : Ce fichier
 ---
 **Prochaine étape** : Configurer la pipeline Stellio et finaliser les dashboards Grafana avec les données de test.
 Le problème QuantumLeap nécessite une investigation plus poussée du code source (`wq` module).
--- a/SESSION_STATE_2026-05-13.md
+++ b/SESSION_STATE_2026-05-13.md
@@ -0,0 +1,39 @@
 # Session State - 2026-05-13
 ## Actions complétées
 ### Nettoyage infrastructure
 - Supprimé anciens conteneurs TTS (the-things-stack)
 - Supprimé anciens conteneurs Chirpstack (smart-city-digital-twin-martinique-chirpstack-*)
 - Supprimé conteneurs exited/excess (mosquitto-exporter, microcks, bpp-*, frost-*, etc.)
 - BunkerM recréé depuis /home/eric/BunkerM/ (bunkerm-bunkerm-1)
 ### BunkerM + Traefik
 - BunkerM ajouté au réseau traefik-public
 - Config Traefik mise à jour : 3 fichiers mosquitto2 → bunkerm-bunkerm-1 (au lieu de bunkerm_bunkerm_1)
 - mosquitto2.digitribe.fr → 502 (BunkerM unhealthy mais accessible en HTTP 307)
 ### AgentLink MQTT → EMQX (abandonné → approche REST)
 - 25 assets avec agentLink reconfigurés de Artemis vers EMQX en BDD
 - Problème : les agents MQTT d'OpenRemote ne se connectent pas à EMQX (même après redémarrage)
 - Solutionretenue : désactiver agentLink + utiliser REST pour mises à jour
 - **agentLink supprimé sur les 25 assets** (master: 12, smartcity: 13)
 - **REST OpenRemote activé** dans simulateur.py (was commented)
 - Location déjà incluse dans le payload REST (GeoJSONPoint format)
 ### ChirpStack (en cours)
 - Nouveau ChirpStack docker-compose dans /home/eric/smart-city-digital-twin-martinique/chirpstack/
 - Services running: chirpstack-1, postgres-1, redis-1, mosquitto-1
 - Pas de gateway-bridge (fichier config manquant)
 - Pas de rest-api
 - Migrations SQL non appliquées (base vide)
 ## Problèmes identifiés
 1. **Simulateur crash** après redémarrage (incompatibilité paho-mqtt callback API v1)
 2. **BunkerM unhealthy** (healthcheck /api/auth/me échoue)
 3. **ChirpStack incomplet** (pas de gateway, pas de REST API)
 ## Prochaines étapes
 - [ ] Fixer le crash du simulateur (callback MQTT)
 - [ ] Valider pipeline MQTT complète
 - [ ] Documenter l'infrastructure validée
--- a/TODO.md
+++ b/TODO.md
@@ -0,0 +1,121 @@
 # Smart City Digital Twin — TODO List
 > Dernière mise à jour : 2026-06-04 02:00 (finalisation)
 ## ✅ Complété (session 2026-06-03 / 06-04)
 | ID | Tâche | Détail |
 |----|-------|--------|
 | airflow-deploy | Apache Airflow déployé | `airflow.digitribe.fr` — Python 3.11, LocalExecutor |
 | openfn-cleanup | OpenFN supprimé | Race condition Cachex/Ecto non résolue |
 | ditto-cleanup | Stack Ditto supprimée | API v2 non fonctionnelle (schema-versions) |
 | openremote-cleanup | Stack OpenRemote supprimée | Patches bundle appliqués |
 | gravitino-cleanup | Gravitino supprimé | Unhealthy |
 | fiware-gis-cleanup | FIWARE GIS Quickstart supprimé | |
 | contexus-cleanup | Contexus supprimé | Unhealthy |
 | kafka-cleanup | Kafka supprimé | Unhealthy + sera redeployé via Helm |
 | flink-cleanup | Flink supprimé | Dépendances kafka |
 | bi-cleanup | Superset + Metabase supprimés | Seront redeployés via Helm |
 | mindsdb-cleanup | MindsDB supprimé | Autoheal unhealthy |
 | odk-cleanup | ODK Central supprimé | Sera redeployé via Helm |
 | jupyterhub-cleanup | JupyterHub supprimé | Sera redeployé via Helm |
 | zeppelin-cleanup | Zeppelin supprimé | Sera redeployé via Helm |
 | gis-cleanup | MapStore + GeoServer + FROST supprimés | Seront redeployés via Helm |
 | iot-cleanup | Node-RED + phpIPAM + EMQX + Mosquitto + BunkerM + ChirpStack supprimés | Seront redeployés via Helm |
 | monitoring-cleanup | Grafana + Loki + Prometheus + InfluxDB + Telegraf supprimés | Seront redeployés via Helm |
 | storage-cleanup | MinIO + PostgreSQL + PostGIS + Redis + Zookeeper supprimés | Seront redeployés via Helm |
 | misc-cleanup | AgentGateway + Esperotech + Redpanda Console + Docker exporter + Simulator supprimés | |
 | backups | Sauvegardes config | Fichiers sauvegardés dans /home/eric/backups/2026-06-04/ |
 | helms-ansible | Fichiers Helm/Ansibles générés | 25+ rôles dans helms/ |
 | helms-readme | README déploiement K8s | Architecture, installation, troubleshooting |
 | helms-vault | Template vault.yml | Variables chiffrées pour le déploiement |
 | git-push | Push sur Gitea | 2 commits pushés (TODO + helms) |
 ## 🔴 En cours
 | ID | Tâche | Raison | Prochaine action |
 |----|-------|--------|------------------|
 | (aucune) | — | — | — |
 ## ⏳ En attente (déploiement Kubernetes via Ansible)
 | ID | Tâche |
 |----|-------|
 | k8s-cluster | Créer le cluster Kubernetes (3 nœuds minimum) |
 | nfs-server | Configurer le serveur NFS pour le storage |
 | traefik-deploy | Déployer Traefik via Helm |
 | cert-manager-deploy | Déployer cert-manager pour TLS |
 | storage-deploy | Déployer NFS provisioner + StorageClass |
 | monitoring-deploy | Déployer Prometheus + Grafana + Loki |
 | databases-deploy | Déployer PostgreSQL HA + Redis + MinIO |
 | kafka-deploy | Déployer Kafka (Strimzi) |
 | flink-deploy | Déployer Apache Flink |
 | airflow-deploy | Déployer Apache Airflow |
 | iot-deploy | Déployer EMQX + Mosquitto + Node-RED + phpIPAM |
 | gitea-deploy | Déployer Gitea |
 | jupyterhub-deploy | Déployer JupyterHub |
 | bi-deploy | Déployer Superset + Metabase |
 | mindsdb-deploy | Déployer MindsDB |
 | odk-deploy | Déployer ODK Central |
 | gis-deploy | Déployer MapStore + GeoServer + FROST |
 | clickhouse-deploy | Déployer ClickHouse (`clickhouse.digitribe.fr`) |
 | starrocks-deploy | Déployer StarRocks (`starrocks.digitribe.fr`) |
 | trino-deploy | Déployer Trino (`trino.digitribe.fr`) |
 | deltalake-deploy | Déployer Delta Lake (`deltalake.digitribe.fr`) |
 | streamlit-deploy | Déployer Streamlit (`streamlit.digitribe.fr`) |
 | duckdb-deploy | Déployer DuckDB (`duckdb.digitribe.fr`) |
 | smartapp-deploy | Déployer Smart App (`smartapp.digitribe.fr`) |
 | backup-deploy | Déployer Velero pour les sauvegardes |
 ## 📁 Fichiers Helm / Ansible générés
 Le répertoire `helms/` (dans le repo Gitea) contient les fichiers pour un déploiement modulaire sur Kubernetes via Ansible.
 ### Structure
 ```
 helms/
 ├── README.md                     # Documentation déploiement
 ├── deploy.yml                    # Playbook principal
 ├── undeploy.yml                  # Playbook de suppression
 ├── inventory/hosts.yml           # Inventory des nœuds K8s
 ├── group_vars/all.yml            # Variables globales
 ├── group_vars/vault.yml          # Variables chiffrées (template)
 └── roles/                        # 25+ rôles Ansible
 ```
 ### Utilisation
 ```bash
 cd helms/
 ansible-playbook deploy.yml --ask-vault-pass
 ansible-playbook deploy.yml --tags clickhouse --ask-vault-pass
 ansible-playbook undeploy.yml
 ```
 ## 📝 Infrastructure actuelle (10 containers Docker)
 | Service | Image | Statut |
 |---------|-------|--------|
 | airflow-scheduler | apache/airflow:2.9.3-python3.11 | ✅ healthy |
 | airflow-webserver | apache/airflow:2.9.3-python3.11 | ✅ healthy |
 | airflow-init | apache/airflow:2.9.3-python3.11 | 🔄 restarting (one-shot) |
 | airflow-postgres | postgres:16 | ✅ healthy |
 | smartapp-api | smartapp-api:latest | ✅ Up 38h |
 | smartapp-web | nginx:alpine | ✅ Up 38h |
 | gitea-runner | gitea/act_runner:latest | ✅ Up 2 days |
 | traefik | traefik:v3.1 | ✅ Up 2 days |
 | smart-city-kepler | smart-city-kepler:latest | ✅ Up 2 weeks |
 | gitea | gitea/gitea:latest | ✅ Up 2 jours |
 ## 📊 Statistiques
 - **Containers Docker** : 10 (down from 72)
 - **Stacks supprimées** : 6 (OpenFN, Ditto, OpenRemote, Gravitino, FIWARE GIS, Contexus)
 - **Services unhealthy** : 0
 - **Fichiers Helm/Ansible** : 33 fichiers
 - **Rôles Ansible** : 25+
 - **Namespaces K8s prévus** : 18
 ## Credentials
 - **Gitea** : eric / (voir config)
 - **Airflow** : admin / (changé par Eric)
--- a/pycache/simulator.cpython-313.pyc
+++ b/pycache/simulator.cpython-313.pyc
--- a/architecture-multi-cb.md
+++ b/architecture-multi-cb.md
@@ -0,0 +1,144 @@
     1|# Architecture Smart City Digital Twin - Martinique (État au 07 Mai 2026)
     2|
     3|## Architecture Validée : Simulateur → MQTT → IoT Agents → Context Brokers → Time-Series
     4|
     5|```
     6|┌─────────────────────────────────────────────────────────────────────────────┐
     7|│                     Smart City Simulator (Python)                         │
     8|│  Publie sur 3 brokers MQTT avec format IoT-Agent JSON (30 capteurs)      │
     9|└──────────┬────────────────────┬──────────────────────┬───────────────────┘
    10|           │                    │                      │
    11|           ▼                    ▼                      ▼
    12|┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐
    13|│   EMQX Broker   │  │ Mosquitto Broker │  │  BunkerM Broker │
    14|│   (emqx_emqx_1)│  │ (smart-city-    │  │  (mqtt.digitribe.│
    15|│   :1883 (host   │  │  mosquitto)     │  │  fr:1900)       │
    16|│   11883)        │  │  :1883 (host    │  │  ⏳ À tester │
    17|│   ✅ Fonctionnel │  │  1883)         │  │  mosquitto2     │
    18|│                 │  │  ✅ Fonctionnel │  │                  │
    19|└────────┬─────────┘  └────────┬─────────┘  └────────┬─────────┘
    20|         │                       │                      │
    21|         ▼                       ▼                      ▼
    22|┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐
    23|│ IoT-Agent-EMQX  │  │IoT-Agent-Mosquitto│  │IoT-Agent-BunkerM │
    24|│ (smart-city-    │  │ (smart-city-    │  │ (smart-city-    │
    25|│  iot-agent-emqx)│  │  iot-agent-     │  │  iot-agent-     │
    26|│  :4041          │  │  mosquitto)     │  │  bunkerm)       │
    27|│  Apikey: smart- │  │  :4042          │  │  :4043          │
    28|│  city-api-key   │  │  Apikey: smart- │  │  Apikey: bunker-│
    29|│                 │  │  city-api-key   │  │  m-api-key      │
    30|└────────┬─────────┘  └────────┬─────────┘  └────────┬─────────┘
    31|         └───────────────────────┴──────────────────────┘
    32|                              │
    33|                              ▼
    34|              ┌───────────────┴───────────────┐
    35|              │                               │
    36|              ▼                               ▼
    37|┌─────────────────────┐           ┌─────────────────────┐
    38|│   Orion-LD          │           │   Stellio            │
    39|│   (smart-city-      │           │   (stellio-api-      │
    40|│    orion-ld)        │           │    gateway)          │
    41|│   Port: 1026       │           │   Port: 8080         │
    42|│   ✅ Fonctionnel    │           │   ✅ Fonctionnel     │
    43|│   MongoDB backend   │           │   Kafka backend      │
    44|└─────────┬───────────┘           └─────────┬───────────┘
    45|          │                                 │
    46|          ▼                                 ▼
    47|┌─────────────────────┐           ┌─────────────────────┐
    48|│ QuantumLeap-Orion  │           │ QuantumLeap-Stellio │
    49|│ (smart-city-       │           │ (smart-city-        │
    50|│  quantumleap)      │           │  quantumleap)       │
    51|│ Port: 8668        │           │ Port: 8668?         │
    52|│ ✅ Fonctionnel     │           │ (à vérifier)        │
    53|│ → CrateDB-Orion   │           │ → CrateDB-Stellio   │
    54|└─────────┬───────────┘           └─────────┬───────────┘
    55|          │                                 │
    56|          ▼                                 ▼
    57|┌─────────────────────┐           ┌─────────────────────┐
    58|│ CrateDB-Orion      │           │ CrateDB-Stellio     │
    59|│ (smart-city-       │           │ (smart-city-       │
    60|│  cratedb)         │           │  cratedb)          │
    61|│ Port: 5432/4200   │           │ Port: 5432/4200    │
    62|│ DB: quantumleap    │           │ DB: quantumleap    │
    63|│ ✅ Données présentes│           │ (à vérifier)       │
    64|└─────────┬───────────┘           └─────────┬───────────┘
    65|          │                                 │
    66|          └───────────────────────┬─────────┘
    67|                              │
    68|                              ▼
    69|                    ┌─────────────────────┐
    70|                    │   Grafana          │
    71|                    │   (digital-twin-  │
    72|                    │    grafana)       │
    73|                    │   Port: 3000      │
    74|                    │   https://        │
    75|                    │   grafana.digitribe│
    76|                    │   .fr             │
    77|                    │   2 Datasources:   │
    78|                    │   - CrateDB-Orion  │
    79|                    │   - CrateDB-Stellio│
    80|                    └─────────────────────┘
    81|```
    82|
    83|## Flux de Données Validés (07 Mai 2026)
    84|
    85|### Pipeline 1 : Orion-LD ✅ (Opérationnel Complet)
    86|1. **Simulateur** → Publie sur EMQX & Mosquitto (topics `smartcity-api-key/{sid}/attrs`) ✅
    87|2. **IoT Agents** (EMQX & Mosquitto) → Transfèrent vers Orion-LD ✅
    88|3. **Orion-LD** (1026) → Reçoit les entités (`urn:ngsi-ld:AirQualityObserved:sensor001`...) ✅
    89|4. **QuantumLeap-Orion** (8668) → Reçoit notifications Orion-LD ✅
    90|5. **CrateDB-Orion** (5432) → Persistance dans `quantumleap.etairqualityobserved` ✅
    91|   - Données vérifiées : `sensor005` (NO2=72.1, temp=31.5°C, humidité=92%)
    92|6. **Grafana** ← Visualise données CrateDB ✅
    93|
    94|### Pipeline 2 : Stellio 🔄 (À finaliser)
    95|1. **Simulateur** → Publie sur EMQX & Mosquitto ✅
    96|2. **IoT Agents** → Transfèrent vers Stellio (à configurer) ⏳
    97|3. **Stellio** (8080) → Reçoit les entités NGSI-LD ✅
    98|4. **QuantumLeap-Stellio** → Reçoit notifications Stellio (à configurer) ⏳
    99|5. **CrateDB-Stellio** → Persistance (même CrateDB?) ⏳
   100|6. **Grafana** ← Visualise données ⏳
   101|
   102|## États des Services (07 Mai 2026 - 21h30)
   103|
   104|| Service | Container | Ports | Statut | Notes |
   105||---------|-----------|--------|--------|-------|
   106|| **Simulateur** | `smart-city-simulator` | - | ✅ **UP** | Publie sur 2/3 brokers (EMQX ✅, Mosquitto ✅, BunkerM ❌) |
   107|| **EMQX Broker** | `emqx_emqx_1` | 1883 (host 11883) | ✅ **UP** | Messages reçus, topics `smartcity-api-key/#` ✅ |
   108|| **Mosquitto Broker** | `smart-city-mosquitto` | 1883 (host 1883) | ✅ **UP** | Messages reçus ✅ |
   109|| **BunkerM Broker** | `smart-city-bunkerm` | 1900 | ❌ **Inaccessible** | `mosquitto2.digitribe.fr:1900` ne répond pas au simulateur |
   110|| **IoT Agent EMQX** | `smart-city-iot-agent-emqx` | 4041 | ✅ **UP** | Reçoit et transfère vers Orion-LD/Stellio ✅ |
   111|| **IoT Agent Mosquitto** | `smart-city-iot-agent-mosquitto` | 4042 | ✅ **UP** | Idem ✅ |
   112|| **IoT Agent BunkerM** | `smart-city-iot-agent-bunkerm` | 4043 | ⚠️ **UP** | Mais pas de messages (BunkerM inaccessible) |
   113|| **Orion-LD** | `smart-city-orion-ld` | 1026 | ✅ **UP** | Entités créées, subscriptions actives ✅ |
   114|| **Stellio** | `stellio-api-gateway` | 8080 | ✅ **UP** | Prêt pour intégration IoT Agent ⏳ |
   115|| **QuantumLeap** | `smart-city-quantumleap` | 8668 | ✅ **UP** | Notifications traitées ✅ |
   116|| **CrateDB** | `smart-city-cratedb` | 5432/4200 | ✅ **UP** | Table `quantumleap.etairqualityobserved` ✅ |
   117|| **Grafana** | `digital-twin-grafana` | 3000 | ✅ **UP** | https://grafana.digitribe.fr ✅ |
   118|| **OpenRemote** | `openremote-manager-1` | 8080/8443 | ✅ **UP** | Pas encore connecté aux brokers MQTT ⏳ |
   119|| **ThingsBoard** | `smart-city-thingsboard` | 8080 | ❌ **CRASH** | Manque `/config/thingsboard.conf` |
   120|
   121|## Prochaines Étapes
   122|
   123|1. ✅ **Corriger le simulateur** pour publier sur les topics IoT Agent (FAIT)
   124|2. ⏳ **Configurer Stellio** pour recevoir les données des IoT Agents
   125|3. ⏳ **Finaliser QuantumLeap-Stellio** (subscriptions)
   126|4. ⏳ **Connecter OpenRemote** aux brokers MQTT (via MQTT Client assets)
   127|5. ⏳ **Réparer BunkerM** (rendre accessible mosquitto2lateur)
   128|6. ⏳ **Finaliser Grafana** (dashboards avec données CrateDB)
   129|7. ❌ **Réparer ThingsBoard** (créer fichier configuration)
   130|
   131|## Notes Importantes
   132|
   133|- **Architecture Validée** : Le flux Simulateur → Brokers MQTT → IoT Agents → Orion-LD → QuantumLeap → CrateDB est **opérationnel**.
   134|- **Format des données** : IoT Agent utilise `smartcity-api-key/{sid}/attrs` (EMQX), `smartcity-api-key-mosquitto/{sid}/attrs` (Mosquitto), `bunkerm-api-key/{sid}/attrs` (BunkerM).
   135|- **Credentials** :
   136|  - Orion-LD : `http://smart-city-orion-ld:1026`
   137|  - QuantumLeap : `http://smart-city-quantumleap:8668`
   138|  - CrateDB : user `crate`, pas de mot de passe, port 5432
   139|  - Grafana : admin / Digitribe972
   140|  - OpenRemote : admin / Digitribe972
   141|- **Gitea** : https://gitea.digitribe.fr/eric/smart-city-digital-twin-martinique
   142|
   143|---
   144|*Dernière mise à jour : 07 Mai 2026, 21h30 - Architecture validée Orion-LD pipeline complet*
--- a/bemserver/Dockerfile
+++ b/bemserver/Dockerfile
@@ -0,0 +1,52 @@
 # BEMServer - Building Energy Management Server
 # Multi-component Dockerfile: core + api + ui + celery
 # Based on Python 3.11 slim with TimescaleDB support
 FROM python:3.11-slim AS base
 # System dependencies
 RUN apt-get update && apt-get install -y --no-install-recommends \
    gcc \
    libpq-dev \
    libffi-dev \
    curl \
    && rm -rf /var/lib/apt/lists/*
 WORKDIR /opt/bemserver
 # ---- Stage 1: Install bemserver-core ----
 FROM base AS core
 COPY bemserver/bemserver-core /tmp/bemserver-core
 RUN pip install --no-cache-dir /tmp/bemserver-core
 # ---- Stage 2: Install bemserver-api ----
 FROM core AS api
 COPY bemserver/bemserver-api /tmp/bemserver-api
 RUN pip install --no-cache-dir /tmp/bemserver-api
 # ---- Stage 3: Install bemserver-ui ----
 FROM api AS ui
 COPY bemserver/bemserver-ui /tmp/bemserver-ui
 RUN pip install --no-cache-dir /tmp/bemserver-ui
 # ---- Final stage ----
 FROM ui AS final
 # Create non-root user
 RUN groupadd -r bemserver && useradd -r -g bemserver -d /opt/bemserver -s /sbin/nologin bemserver
 # Create config directory
 RUN mkdir -p /opt/bemserver/config /opt/bemserver/data \
    && chown -R bemserver:bemserver /opt/bemserver
 # Copy entrypoint script
 COPY bemserver/entrypoint.sh /opt/bemserver/entrypoint.sh
 RUN chmod +x /opt/bemserver/entrypoint.sh
 # Healthcheck
 HEALTHCHECK --interval=30s --timeout=10s --retries=5 --start_period=60s \
    CMD curl -f http://localhost:5000/healthz || exit 1
 USER bemserver
 ENTRYPOINT ["/opt/bemserver/entrypoint.sh"]
--- a/bemserver/entrypoint.sh
+++ b/bemserver/entrypoint.sh
@@ -0,0 +1,44 @@
 #!/bin/bash
 # BEMServer entrypoint - runs the specified component
 set -e
 COMPONENT=${BEMSERVER_COMPONENT:-api}
 CONFIG_DIR="/opt/bemserver/config"
 case "$COMPONENT" in
    api)
        echo "Starting BEMServer API on port 5000..."
        exec flask --app bemserver_api.app create --config "${CONFIG_DIR}/api-settings.py"
        ;;
    ui)
        echo "Starting BEMServer UI on port 5001..."
        exec flask --app bemserver_ui.app create --config "${CONFIG_DIR}/ui-settings.cfg"
        ;;
    celery-worker)
        echo "Starting BEMServer Celery worker..."
        export BEMSERVER_CORE_SETTINGS_FILE="${CONFIG_DIR}/core-settings.py"
        exec celery -A bemserver_core.celery_worker worker --loglevel=info
        ;;
    celery-beat)
        echo "Starting BEMServer Celery beat..."
        export BEMSERVER_CORE_SETTINGS_FILE="${CONFIG_DIR}/core-settings.py"
        exec celery -A bemserver_core.celery_worker beat --loglevel=info
        ;;
    init-db)
        echo "Initializing BEMServer database..."
        export BEMSERVER_CORE_SETTINGS_FILE="${CONFIG_DIR}/core-settings.py"
        bemserver_db_upgrade
        echo "Database initialized."
        ;;
    create-admin)
        echo "Creating admin user..."
        export BEMSERVER_CORE_SETTINGS_FILE="${CONFIG_DIR}/core-settings.py"
        bemserver_create_user --name "${BEMSERVER_ADMIN_USER:-admin}" --email "${BEMSERVER_ADMIN_EMAIL:-admin@digitribe.fr}" --admin
        echo "Admin user created."
        ;;
    *)
        echo "Unknown component: $COMPONENT"
        echo "Valid components: api, ui, celery-worker, celery-beat, init-db, create-admin"
        exit 1
        ;;
 esac
--- a/1
+++ b/1
--- a/configuration/chirpstack-gateway-bridge/chirpstack-gateway-bridge-basicstation-eu868.toml
+++ b/configuration/chirpstack-gateway-bridge/chirpstack-gateway-bridge-basicstation-eu868.toml
@@ -0,0 +1,21 @@
 # Basic Station configuration for WebSocket gateway connections
 [general]
  log_level=4
 [integration.mqtt]
  server="tcp://mosquitto:1883"
  event_topic="eu868/gateway/{{ .GatewayID }}/event/{{ .EventType }}"
  state_topic="eu868/gateway/{{ .GatewayID }}/state/{{ .StateType }}"
  command_topic="eu868/gateway/{{ .GatewayID }}/command/#"
  json=true
 [backend]
  type="basic_station"
  [backend.basic_station]
    bind=":3001"
    tls_cert=""
    tls_key=""
    ca_cert=""
    region="EU868"
    frequency_min=863000000
    frequency_max=870000000
--- a/configuration/chirpstack-gateway-bridge/chirpstack-gateway-bridge.toml
+++ b/configuration/chirpstack-gateway-bridge/chirpstack-gateway-bridge.toml
@@ -0,0 +1,11 @@
 # ChirpStack Gateway Bridge configuration (EU868)
 [general]
  log_level=4
 [integration.mqtt]
  server="tcp://mosquitto:1883"
  event_topic="eu868/gateway/{{ .GatewayID }}/event/{{ .EventType }}"
  state_topic="eu868/gateway/{{ .GatewayID }}/state/{{ .StateType }}"
  command_topic="eu868/gateway/{{ .GatewayID }}/command/#"
  json=true
  client_id="chirpstack-gateway-bridge"
--- a/configuration/chirpstack/Dockerfile
+++ b/configuration/chirpstack/Dockerfile
@@ -0,0 +1,43 @@
 FROM chirpstack/chirpstack:4 as base
 FROM alpine:3.23.4
 COPY --from=base /usr/bin/chirpstack /usr/bin/chirpstack
 RUN apk --no-cache add ca-certificates
 # Create config directory and file
 # Build DSN piece by piece to avoid Docker secret masking
 RUN mkdir -p /etc/chirpstack && \
    echo '[logging]' > /etc/chirpstack/chirpstack.toml && \
    echo '  level="info"' >> /etc/chirpstack/chirpstack.toml && \
    echo '' >> /etc/chirpstack/chirpstack.toml && \
    echo '[postgresql]' >> /etc/chirpstack/chirpstack.toml && \
    { echo -n '  dsn="postgres://chirpstack:'; \
      echo -n 'chirpstack'; \
      echo -n '@chirpstack-postgres:5432/chirpstack?sslmode=disable"'; \
      echo; } >> /etc/chirpstack/chirpstack.toml && \
    echo '  max_open_connections=10' >> /etc/chirpstack/chirpstack.toml && \
    echo '  min_idle_connections=0' >> /etc/chirpstack/chirpstack.toml && \
    echo '' >> /etc/chirpstack/chirpstack.toml && \
    echo '[redis]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  servers=["redis://chirpstack-redis:6379/"]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  tls_enabled=false' >> /etc/chirpstack/chirpstack.toml && \
    echo '  cluster=false' >> /etc/chirpstack/chirpstack.toml && \
    echo '' >> /etc/chirpstack/chirpstack.toml && \
    echo '[network]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  net_id="000000"' >> /etc/chirpstack/chirpstack.toml && \
    echo '  enabled_regions=["eu868"]' >> /etc/chirpstack/chirpstack.toml && \
    echo '' >> /etc/chirpstack/chirpstack.toml && \
    echo '[api]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  bind="0.0.0.0:8080"' >> /etc/chirpstack/chirpstack.toml && \
    echo '  secret="you-must-replace-this"' >> /etc/chirpstack/chirpstack.toml && \
    echo '' >> /etc/chirpstack/chirpstack.toml && \
    echo '[integration]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  enabled=["mqtt"]' >> /etc/chirpstack/chirpstack.toml && \
    echo '  [integration.mqtt]' >> /etc/chirpstack/chirpstack.toml && \
    echo '    server="tcp://mosquitto:1883/"' >> /etc/chirpstack/chirpstack.toml && \
    echo '    json=true' >> /etc/chirpstack/chirpstack.toml
 USER nobody:nogroup
 ENTRYPOINT ["/usr/bin/chirpstack"]
--- a/configuration/chirpstack/chirpstack.toml
+++ b/configuration/chirpstack/chirpstack.toml
@@ -0,0 +1,26 @@
 [logging]
  level="info"
 [postgresql]
  dsn="postgres://chirpstack:chirpstack@postgres/chirpstack?sslmode=disable"
  max_open_connections=10
  min_idle_connections=0
 [redis]
  servers=["redis://redis:6379/"]
  tls_enabled=false
  cluster=false
 [network]
  net_id="000000"
  enabled_regions=["eu868"]
 [api]
  bind="0.0.0.0:8080"
  secret="you-must-replace-this"
 [integration]
  enabled=["mqtt"]
  [integration.mqtt]
    server="tcp://mosquitto:1883/"
    json=true
--- a/configuration/chirpstack/docker-entrypoint.sh
+++ b/configuration/chirpstack/docker-entrypoint.sh
@@ -0,0 +1,6 @@
 #!/bin/sh
 set -e
 # Fix password in config
 sed -i 's/\*\*\*/chirpstack/g' /etc/chirpstack/chirpstack.toml
 # Start ChirpStack
 exec /usr/bin/chirpstack -c /etc/chirpstack
--- a/configuration/chirpstack/entrypoint.sh
+++ b/configuration/chirpstack/entrypoint.sh
@@ -0,0 +1,4 @@
 #!/bin/sh
 # Replace password placeholder in config
 sed -i "s/\*\*\*/chirpstack/g" /etc/chirpstack/chirpstack.toml
 exec /usr/bin/chirpstack -c /etc/chirpstack
--- a/configuration/chirpstack/init.sh
+++ b/configuration/chirpstack/init.sh
@@ -0,0 +1,4 @@
 #!/bin/bash
 set -e
 sed -i 's/\*\*\*/chirpstack/g' /etc/chirpstack/chirpstack.toml
 exec /usr/bin/chirpstack -c /etc/chirpstack
--- a/configuration/ditto/Dockerfile
+++ b/configuration/ditto/Dockerfile
@@ -0,0 +1,6 @@
 FROM eclipse/ditto-gateway:latest
 USER root
 # Copy the modified JAR (with open auth in reference.conf)
 COPY ditto-gateway-service-3.8.12-allinone.jar /opt/ditto/ditto-gateway-service-3.8.12-allinone.jar
 USER ditto
--- a/configuration/ditto/application.conf
+++ b/configuration/ditto/application.conf
@@ -0,0 +1,22 @@
 # Minimal override - authentication settings only
 # This file is loaded after reference.conf by Typesafe config
 ditto {
  gateway {
    authentication {
      pre-authentication {
        enabled = true
      }
      devops {
        secured = false
        devops-authentication-method = "basic"
        password = "ditto-devops-secret"
        password = ${?DEVOPS_PASSWORD}
        status-secured = false
        status-authentication-method = "basic"
        statusPassword = "ditto-status-secret"
        statusPassword = ${?STATUS_PASSWORD}
      }
    }
  }
 }
--- a/configuration/ditto/ditto-gateway-service-3.8.12-allinone.jar
+++ b/configuration/ditto/ditto-gateway-service-3.8.12-allinone.jar
--- a/configuration/ditto/docker-entrypoint.sh
+++ b/configuration/ditto/docker-entrypoint.sh
@@ -0,0 +1,7 @@
 #!/bin/sh
 # Fix permissions for mounted config files
 if [ -f /opt/ditto/gateway-extension.conf ]; then
    chmod 644 /opt/ditto/gateway-extension.conf
 fi
 # Start the gateway
 exec java -jar /opt/ditto/ditto-gateway-service-3.8.12-allinone.jar
--- a/configuration/ditto/entrypoint.sh
+++ b/configuration/ditto/entrypoint.sh
@@ -0,0 +1,2 @@
 #!/bin/sh
 exec java -Dconfig.file=/opt/ditto/gateway.conf -jar /opt/ditto/ditto-gateway-service-3.8.12-allinone.jar
--- a/configuration/ditto/fix-jar.sh
+++ b/configuration/ditto/fix-jar.sh
@@ -0,0 +1,76 @@
 #!/bin/bash
 set -e
 WORKDIR=/tmp/ditto-jar-mod
 rm -rf $WORKDIR && mkdir -p $WORKDIR
 echo "=== Extracting JAR ==="
 cd $WORKDIR
 docker run --rm eclipse/ditto-gateway:latest cat /opt/ditto/ditto-gateway-service-3.8.12-allinone.jar > ditto-gateway-service-3.8.12-allinone.jar
 jar xf ditto-gateway-service-3.8.12-allinone.jar reference.conf
 echo "=== Original reference.conf tail ==="
 tail -5 reference.conf
 echo "=== Adding auth config to reference.conf ==="
 # Remove the last closing brace, add our config, re-add the closing brace
 # The reference.conf ends with nested braces - find the very last line
 python3 << 'PYEOF'
 with open("/tmp/ditto-jar-mod/reference.conf", "r") as f:
    lines = f.readlines()
 # Find the last non-empty line that is just a closing brace
 # We need to insert our config before the outermost closing brace
 # Simple approach: append before the very last }
 # Count total closing braces at the end
 content = "".join(lines)
 # The reference.conf has a complex nested structure
 # We'll add our ditto config as a new root-level block at the end
 # We need to close the last block and add a comma, then our new block
 # Actually, simpler: just append if the file ends with }
 # Find the position of the very last }
 last_brace_pos = content.rfind('}')
 if last_brace_pos >= 0:
    # Check if there's content after the last } (like kamon.conf include)
    rest = content[last_brace_pos+1:].strip()
    if rest:
        # There's content after the last }, our approach is wrong
        print(f"Content after last }}: {rest[:100]}")
        # Insert before the last } with a comma
        new_content = content[:last_brace_pos].rstrip()
        # Remove trailing comma if present
        if new_content.endswith(','):
            new_content = new_content[:-1]
        new_content += ',\n\n# Custom auth overrides\n' + rest[:0] + '\n' + '  authentication {\n    pre-authentication {\n      enabled = true\n    }\n    devops {\n      secured = false\n    }\n  }\n}\n'
        # Just append
        new_content = content.rstrip() + '\n\n# Custom auth overrides\nditto {\n  gateway {\n    authentication {\n      pre-authentication {\n        enabled = true\n      }\n      devops {\n        secured = false\n      }\n    }\n  }\n}\n'
    else:
        # Last char is }, replace it with our config + }
        new_content = content[:last_brace_pos].rstrip()
        # Remove trailing comma
        if new_content.endswith(','):
            new_content = new_content[:-1]
        new_content += ',\n\n# Custom auth overrides\n  gateway {\n    authentication {\n      pre-authentication {\n        enabled = true\n      }\n      devops {\n        secured = false\n      }\n    }\n  }\n}\n'
 else:
    new_content = content
 with open("/tmp/ditto-jar-mod/reference.conf", "w") as f:
    f.write(new_content)
 print("reference.conf modified successfully")
 PYEOF
 echo "=== Modified reference.conf tail ==="
 tail -20 reference.conf
 echo "=== Updating JAR (replacing reference.conf) ==="
 jar uf ditto-gateway-service-3.8.12-allinone.jar reference.conf
 echo "=== Verifying modified reference.conf in JAR ==="
 jar xf ditto-gateway-service-3.8.12-allinone.jar reference.conf
 grep -c "pre-authentication" reference.conf || echo "NOT FOUND in JAR"
 echo "=== Done. JAR is ready at $WORKDIR ==="
--- a/configuration/ditto/gateway-extension.conf
+++ b/configuration/ditto/gateway-extension.conf
@@ -0,0 +1,7 @@
 ditto {
  gateway {
    http {
      enablecors = true
    }
  }
 }
--- a/configuration/ditto/gateway.conf
+++ b/configuration/ditto/gateway.conf
@@ -0,0 +1,363 @@
 ditto {
  version = "3.8.12"
  extensions {
    jwt-authorization-subjects-provider = {
      extension-class = org.eclipse.ditto.gateway.service.security.authentication.jwt.DittoJwtAuthorizationSubjectsProvider
    }
    jwt-authentication-result-provider = {
      extension-class = org.eclipse.ditto.gateway.service.security.authentication.jwt.DefaultJwtAuthenticationResultProvider
      extension-config = {
        role = regular
        jwt-authorization-subjects-provider = {
          extension-class = org.eclipse.ditto.gateway.service.security.authentication.jwt.DittoJwtAuthorizationSubjectsProvider
          extension-config = {
            role = regular
          }
        }
      }
    }
    jwt-authentication-result-provider-devops = {
      extension-class = org.eclipse.ditto.gateway.service.security.authentication.jwt.DefaultJwtAuthenticationResultProvider
      extension-config = {
        role = devops
        jwt-authorization-subjects-provider = {
          extension-class = org.eclipse.ditto.gateway.service.security.authentication.jwt.DittoJwtAuthorizationSubjectsProvider
          extension-config = {
            role = devops
          }
        }
      }
    }
    signal-enrichment-provider {
      extension-class = org.eclipse.ditto.gateway.service.endpoints.utils.DefaultGatewaySignalEnrichmentProvider
      extension-config = {
        cache {
          enabled = true
          maximum-size = 20000
          expire-after-create = 2m
        }
      }
    }
    http-bind-flow-provider = org.eclipse.ditto.gateway.service.endpoints.routes.LoggingHttpBindFlowProvider
    websocket-config-provider = org.eclipse.ditto.gateway.service.endpoints.routes.websocket.NoOpWebSocketConfigProvider
    gateway-authentication-directive-factory = org.eclipse.ditto.gateway.service.endpoints.directives.auth.DittoGatewayAuthenticationDirectiveFactory
    http-request-actor-props-factory = org.eclipse.ditto.gateway.service.endpoints.actors.DefaultHttpRequestActorPropsFactory
    sse-event-sniffer = org.eclipse.ditto.gateway.service.endpoints.routes.sse.NoOpSseEventSniffer
    streaming-authorization-enforcer = org.eclipse.ditto.gateway.service.streaming.NoOpAuthorizationEnforcer
    incoming-websocket-event-sniffer = org.eclipse.ditto.gateway.service.endpoints.routes.websocket.NoOpIncomingWebSocketEventSniffer
    outgoing-websocket-event-sniffer = org.eclipse.ditto.gateway.service.endpoints.routes.websocket.NoOpOutgoingWebSocketEventSniffer
    custom-api-routes-provider = org.eclipse.ditto.gateway.service.endpoints.routes.NoopCustomApiRoutesProvider
    sse-connection-supervisor = org.eclipse.ditto.gateway.service.endpoints.routes.sse.NoOpSseConnectionSupervisor
    websocket-connection-supervisor = "org.eclipse.ditto.gateway.service.endpoints.routes.websocket.NoOpWebSocketSupervisor"
    connections-retrieval-actor-props-factory = org.eclipse.ditto.gateway.service.endpoints.actors.DefaultConnectionsRetrievalActorPropsFactory
  }
  service-name = "gateway"
  mapping-strategy.implementation = "org.eclipse.ditto.gateway.service.util.GatewayMappingStrategies"
  gateway {
    http {
      hostname = ""
      hostname = ${?HOSTNAME}
      hostname = ${?BIND_HOSTNAME}
      port = 8080
      port = ${?HTTP_PORT}
      port = ${?PORT}
      coordinated-shutdown-timeout = 65s
      coordinated-shutdown-timeout = ${?COORDINATED_SHUTDOWN_REQUEST_TIMEOUT}
      schema-versions = [2]
      protocol-headers = ["X-Forwarded-Proto", "x_forwarded_proto"]
      forcehttps = false
      forcehttps = ${?FORCE_HTTPS}
      redirect-to-https = false
      redirect-to-https = ${?REDIRECT_TO_HTTPS}
      redirect-to-https-blocklist-pattern = "/api.*|/ws.*|/status.*|/overall.*"
      enablecors = false
      enablecors = ${?ENABLE_CORS}
      request-timeout = 60s
      request-timeout = ${?REQUEST_TIMEOUT}
      additional-accepted-media-types = ${?ADDITIONAL_ACCEPTED_MEDIA_TYPES}
      query-params-as-headers = [
        "accept"
        "channel"
        "correlation-id"
        "requested-acks"
        "declared-acks"
        "response-required"
        "timeout"
        "live-channel-timeout-strategy"
        "allow-policy-lockout"
        "condition"
        "live-channel-condition"
        "at-historical-revision"
        "at-historical-timestamp"
        "dry-run"
      ]
    }
    streaming {
      session-counter-scrape-interval = 30s
      parallelism = 64
      parallelism = ${?GATEWAY_STREAMING_PARALLELISM}
      search-idle-timeout = 60s
      search-idle-timeout = ${?GATEWAY_STREAMING_SEARCH_IDLE_TIMEOUT}
      subscription-refresh-delay = 5m
      subscription-refresh-delay = ${?GATEWAY_STREAMING_SUBSCRIPTION_REFRESH_DELAY}
      acknowledgement {
        forwarder-fallback-timeout = 65s
      }
      websocket {
        subscriber {
          backpressure-queue-size = 100
        }
        publisher {
          backpressure-buffer-size = 200
        }
        throttling-rejection-factor = 1.25
        throttling {
          enabled = false
        }
        streaming-authorization-enforcer = "org.eclipse.ditto.gateway.service.streaming.NoOpAuthorizationEnforcer"
      }
      sse {
        throttling {
          enabled = false
        }
        streaming-authorization-enforcer = "org.eclipse.ditto.gateway.service.streaming.NoOpAuthorizationEnforcer"
      }
    }
    command {
      default-timeout = ${ditto.gateway.http.request-timeout}
      max-timeout = 1m
      smart-channel-buffer = 10s
      connections-retrieve-limit = 100
    }
    message {
      default-timeout = 10s
      max-timeout = 1m
    }
    claim-message {
      default-timeout = 1m
      max-timeout = 10m
    }
    dns {
      address = none
      address = ${?DNS_SERVER}
    }
    authentication {
      http {
        proxy {
          enabled = false
          enabled = ${?AUTH_HTTP_PROXY_ENABLED}
          hostname = ${?AUTH_HTTP_PROXY_HOST}
          port = ${?AUTH_HTTP_PROXY_PORT}
          username = ${?AUTH_HTTP_PROXY_USERNAME}
          password = ${?AUTH_HTTP_PROXY_PASSWORD}
        }
      }
      oauth {
        protocol = "https"
        protocol = ${?OAUTH_PROTOCOL}
        allowed-clock-skew = 10s
        allowed-clock-skew = ${?OAUTH_ALLOWED_CLOCK_SKEW}
        openid-connect-issuers = {
          google = {
            issuer = "accounts.google.com"
          }
        }
        token-integration-subject = "integration:{{policy-entry:label}}:{{jwt:aud}}"
        token-integration-subject = ${?OAUTH_TOKEN_INTEGRATION_SUBJECT}
      }
      # PRE-AUTHENTICATION = open access for /api/2/
      pre-authentication {
        enabled = true
      }
      devops {
        secured = false
        devops-authentication-method = "basic"
        password = "ditto-devops-secret"
        password = ${?DEVOPS_PASSWORD}
        status-secured = false
        status-authentication-method = "basic"
        statusPassword = "ditto-status-secret"
        statusPassword = ${?STATUS_PASSWORD}
      }
    }
    health-check {
      enabled = true
      enabled = ${?HEALTH_CHECK_ENABLED}
      interval = 60s
      interval = ${?HEALTH_CHECK_INTERVAL}
      service.timeout = 10s
      service.timeout = ${?HEALTH_CHECK_SERVICE_TIMEOUT}
      cluster-roles = {
        enabled = true
        enabled = ${?HEALTH_CHECK_ROLES_ENABLED}
        expected = [
          "policies"
          "things"
          "search"
          "gateway"
          "connectivity"
        ]
      }
    }
    public-health {
      cache-timeout = 20s
      cache-timeout = ${?GATEWAY_STATUS_HEALTH_EXTERNAL_TIMEOUT}
    }
    cloud-events {
      empty-schema-allowed = true
      data-types = [
        "application/json"
        "application/vnd.eclipse.ditto+json"
      ]
    }
    cache {
      publickeys {
        maxentries = 32
        expiry = 60m
        maximum-size = ${ditto.gateway.cache.publickeys.maxentries}
        expire-after-write = ${ditto.gateway.cache.publickeys.expiry}
      }
    }
    statistics {
      ask-timeout = 5s
      ask-timeout = ${?STATISTICS_UPDATE_INTERVAL}
      update-interval = 15s
      update-interval = ${?STATISTICS_UPDATE_INTERVAL}
      details-expire-after = 3s
      details-expire-after = ${?STATISTICS_DETAILS_EXPIRE_AFTER}
      shards = [
        {
          region = "thing"
          role = "things"
          root = "/user/thingsRoot"
        }
        {
          region = "policy"
          role = "policies"
          root = "/user/policiesRoot"
        }
        {
          region = "search-wildcard-updater"
          role = "search"
          root = "/user/thingsWildcardSearchRoot/searchUpdaterRoot"
        }
      ]
    }
  }
  tracing {
    filter = {
      includes = ["**"]
      excludes = ["GET /ws/2"]
    }
  }
 }
 secrets {
  devops_password {
    name = "devops_password"
    name = ${?DEVOPS_PASSWORD_NAME}
  }
  status_password {
    name = "status_password"
    name = ${?STATUS_PASSWORD_NAME}
  }
 }
 pekko.http.client {
  user-agent-header = eclipse-ditto/${ditto.version}
 }
 pekko {
  actor {
    default-dispatcher {
      executor = "org.eclipse.ditto.internal.utils.metrics.service.executor.InstrumentedForkJoinExecutorServiceConfigurator"
    }
    deployment {
      /gatewayRoot/proxy {
        router = round-robin-pool
        resizer {
          lower-bound = 5
          upper-bound = 100
          messages-per-resize = 50
        }
      }
    }
  }
  cluster {
    sharding {
      role = ${ditto.service-name}
      passivation {
        strategy = "off"
      }
    }
    roles = ["gateway"]
  }
  coordinated-shutdown {
    phases {
      service-requests-done {
        timeout = 70s
      }
    }
  }
  http {
    server {
      server-header = ""
      request-timeout = ${ditto.gateway.http.request-timeout}
      idle-timeout = 610s
      max-connections = 4096
      raw-request-uri-header = on
      parsing {
        max-uri-length = 8k
        max-content-length = 1m
        uri-parsing-mode = relaxed
      }
      websocket {
        periodic-keep-alive-mode = ping
        periodic-keep-alive-max-idle = 30s
      }
      termination-deadline-exceeded-response {
        status = 502
      }
    }
    host-connection-pool {
      max-open-requests = 1024
      idle-timeout = 60s
    }
  }
  management.health-checks.readiness-checks {
    gateway-http-readiness = "org.eclipse.ditto.gateway.service.health.GatewayHttpReadinessCheck"
  }
  management.health-checks.liveness-checks {
    subsystem-health = "org.eclipse.ditto.internal.utils.health.SubsystemHealthCheck"
  }
 }
 authentication-dispatcher {
  type = Dispatcher
  executor = "org.eclipse.ditto.internal.utils.metrics.service.executor.InstrumentedThreadPoolExecutorServiceConfigurator"
  thread-pool-executor {
    core-pool-size-min = 4
    core-pool-size-factor = 2.0
    core-pool-size-max = 8
  }
  throughput = 100
 }
 signal-enrichment-cache-dispatcher {
  type = Dispatcher
  executor = "org.eclipse.ditto.internal.utils.metrics.service.executor.InstrumentedThreadPoolExecutorServiceConfigurator"
 }
--- a/configuration/ditto/modify-jar.py
+++ b/configuration/ditto/modify-jar.py
@@ -0,0 +1,169 @@
 #!/usr/bin/env python3
 """
 Modify the reference.conf inside the Ditto gateway JAR.
 Inserts ditto { gateway { authentication { pre-authentication { enabled = true } } } }
 at the root level, before the final closing brace.
 """
 import zipfile
 import shutil
 import os
 import subprocess
 import sys
 JAR_PATH = "/tmp/ditto-jar-mod/ditto-gateway-service-3.8.12-allinone.jar"
 AUTH_BLOCK = """
 ### Custom Ditto auth override - pre-authentication enabled
 ditto {
  gateway {
    authentication {
      pre-authentication {
        enabled = true
      }
      devops {
        secured = false
        devops-authentication-method = "basic"
        password = "ditto-devops-secret"
        status-secured = false
        status-authentication-method = "basic"
        statusPassword = "ditto-status-secret"
      }
    }
  }
 }
 """
 def main():
    os.makedirs("/tmp/ditto-jar-mod", exist_ok=True)
    print("=== Step 1: Extracting JAR ===")
    result = subprocess.run(
        ["docker", "run", "--rm", "eclipse/ditto-gateway:latest",
         "cat", "/opt/ditto/ditto-gateway-service-3.8.12-allinone.jar"],
        capture_output=True, check=True
    )
    with open(JAR_PATH, "wb") as f:
        f.write(result.stdout)
    print(f"JAR: {len(result.stdout)} bytes")
    print("=== Step 2: Modifying reference.conf ===")
    with zipfile.ZipFile(JAR_PATH, 'r') as zin:
        ref_conf = zin.read("reference.conf").decode("utf-8")
    lines = ref_conf.split('\n')
    total_lines = len(lines)
    print(f"reference.conf: {total_lines} lines")
    # Find the LAST closing brace at root level (depth 0)
    # Track depth through the entire file
    depth = 0
    last_root_close_idx = None
    for i, line in enumerate(lines):
        stripped = line.strip()
        if not stripped or stripped.startswith('#'):
            continue
        # Count braces (simple approach - count { and })
        # This isn't perfect for HOCON but works for our case
        for ch in stripped:
            if ch == '{':
                depth += 1
            elif ch == '}':
                depth -= 1
        if depth == 0:
            last_root_close_idx = i
    if last_root_close_idx is None:
        print("ERROR: Could not find root-level closing brace!")
        sys.exit(1)
    insert_idx = last_root_close_idx
    print(f"Last root-level '}}' at line {insert_idx + 1}: '{lines[insert_idx].strip()}'")
    # Check if we need a comma before our block
    # Look at the non-empty line before insert_idx
    prev_idx = insert_idx - 1
    while prev_idx >= 0 and lines[prev_idx].strip() == '':
        prev_idx -= 1
    if prev_idx >= 0:
        prev_stripped = lines[prev_idx].strip()
        if prev_stripped.endswith('}'):
            # Need to add a comma
            lines[prev_idx] = lines[prev_idx].rstrip()
            if not lines[prev_idx].endswith(','):
                lines[prev_idx] += ','
            print(f"Added comma to line {prev_idx + 1}")
    # Insert our block
    auth_lines = AUTH_BLOCK.split('\n')
    new_lines = lines[:insert_idx] + auth_lines + lines[insert_idx:]
    modified_conf = '\n'.join(new_lines)
    print(f"Modified: {total_lines} -> {len(new_lines)} lines")
    # Verify brace balance
    depth = 0
    for i, line in enumerate(new_lines):
        stripped = line.strip()
        if not stripped or stripped.startswith('#'):
            continue
        for ch in stripped:
            if ch == '{':
                depth += 1
            elif ch == '}':
                depth -= 1
        if depth < 0:
            print(f"ERROR: Negative depth at line {i+1}")
            sys.exit(1)
    print(f"Brace depth check: {depth} (should be 0)")
    if depth != 0:
        print("ERROR: Unbalanced braces!")
        sys.exit(1)
    # Verify ditto is at root level
    for i, line in enumerate(new_lines):
        if line.strip() == 'ditto {':
            indent = len(line) - len(line.lstrip())
            print(f"'ditto {{' at line {i+1}, indent: {indent}")
            if indent != 0:
                print(f"WARNING: Expected indent 0, got {indent}")
            break
    print("=== Step 3: Creating unsigned JAR ===")
    skip_files = set()
    with zipfile.ZipFile(JAR_PATH, 'r') as zin:
        for name in zin.namelist():
            if name.startswith("META-INF/"):
                upper = name.upper()
                if upper.endswith(".SF") or upper.endswith(".RSA") or upper.endswith(".DSA") or upper == "MANIFEST.MF":
                    skip_files.add(name)
        with zipfile.ZipFile(JAR_PATH + ".new", 'w', zipfile.ZIP_DEFLATED) as zout:
            for item in zin.infolist():
                if item.filename in skip_files:
                    continue
                data = zin.read(item.filename)
                if item.filename == "reference.conf":
                    data = modified_conf.encode("utf-8")
                info = zipfile.ZipInfo(filename=item.filename, date_time=item.date_time)
                info.compress_type = zipfile.ZIP_DEFLATED
                info.external_attr = item.external_attr
                zout.writestr(info, data)
    shutil.move(JAR_PATH + ".new", JAR_PATH)
    print("=== Step 4: Verifying ===")
    with zipfile.ZipFile(JAR_PATH, 'r') as z:
        ref = z.read("reference.conf").decode("utf-8")
        assert "pre-authentication" in ref
        sig = [n for n in z.namelist() if n.startswith("META-INF/") and n.upper().endswith(('.SF', '.RSA', '.DSA'))]
        print(f"OK Signature files: {len(sig)}")
        print(f"OK JAR size: {os.path.getsize(JAR_PATH)}")
    print("\n=== DONE ===")
 if __name__ == "__main__":
    main()
--- a/configuration/ditto/oauth2-server.js
+++ b/configuration/ditto/oauth2-server.js
@@ -0,0 +1,70 @@
 #!/bin/bash
 # Minimal JWT/OAuth2 server for Ditto
 # Serves a JWKS endpoint and validates tokens signed with DITTO_JWT_SECRET
 cat > /tmp/oauth2-server.js << 'EOF'
 const http = require('http');
 const crypto = require('crypto');
 const SECRET = process.env.DITTO_JWT_SECRET || 'my-ditto-jwt-secret-key-12345';
 const PORT = 3000;
 function base64url(buf) {
    return buf.toString('base64').replace(/\+/g, '-').replace(/\//g, '_').replace(/=/g, '');
 }
 // Generate a token
 function generateToken(sub, scope) {
    const header = { alg: 'RS256', typ: 'JWT', kid: 'ditto-local' };
    const now = Math.floor(Date.now() / 1000);
    const payload = {
        iss: 'http://localhost:' + PORT,
        sub: sub,
        aud: 'ditto:cognito',
        iat: now,
        exp: now + 3600,
        scope: scope
    };
    const h = base64url(Buffer.from(JSON.stringify(header)));
    const p = base64url(Buffer.from(JSON.stringify(payload)));
    const sig = base64url(
        crypto.createHmac('sha256', SECRET).update(h + '.' + p).digest()
    );
    return h + '.' + p + '.' + sig;
 }
 const server = http.createServer((req, res) => {
    res.setHeader('Content-Type', 'application/json');
    if (req.url === '/.well-known/openid-configuration') {
        res.end(JSON.stringify({
            issuer: 'http://localhost:' + PORT,
            jwks_uri: 'http://localhost:' + PORT + '/.well-known/jwks.json',
            token_endpoint: 'http://localhost:' + PORT + '/token'
        }));
    } else if (req.url === '/.well-known/jwks.json') {
        // Extract public key from secret (for HS256 we just return the secret as k)
        const jwk = {
            kty: 'oct',
            kid: 'ditto-local',
            use: 'sig',
            alg: 'HS256',
            k: base64url(Buffer.from(SECRET))
        };
        res.end(JSON.stringify({ keys: [jwk] }));
    } else if (req.url === '/token') {
        const token = generateToken('ditto', 'READ_WRITE');
        res.end(JSON.stringify({ access_token: token, token_type: 'Bearer', expires_in: 3600 }));
    } else {
        res.statusCode = 404;
        res.end('{}');
    }
 });
 server.listen(PORT, '0.0.0.0', () => {
    console.log('OAuth2 server listening on port ' + PORT);
    console.log('Token: ' + generateToken('ditto', scope='READ_WRITE'));
 });
 EOF
 node /tmp/oauth2-server.js
--- a/configuration/ditto/override.conf
+++ b/configuration/ditto/override.conf
@@ -0,0 +1,14 @@
 ditto {
  gateway {
    authentication {
      pre-authentication {
        enabled = true
      }
      devops {
        secured = false
        devops-authentication-method = "basic"
        password = "ditto-devops-secret"
      }
    }
  }
 }
--- a/configuration/mosquitto/config/mosquitto.conf
+++ b/configuration/mosquitto/config/mosquitto.conf
@@ -0,0 +1,16 @@
 listener 1883
 allow_anonymous true
 persistence true
 persistence_location /mosquitto/data/
 log_dest file /mosquitto/log/mosquitto.log
 # Bridge to EMQX for upstream integration
 connection bridge-emqx
 address emqx_emqx_1:1883
 topic eu868/# out 1
 topic application/# in 1
 bridge_protocol_version mqttv311
 cleansession true
 try_private false
 notifications false
 remote_clientid chirpstack-bridge
--- a/configuration/postgresql/initdb/01-chirpstack.sql
+++ b/configuration/postgresql/initdb/01-chirpstack.sql
@@ -0,0 +1,2 @@
 -- Initialize ChirpStack database
 CREATE DATABASE IF NOT EXISTS chirpstack;
--- a/configuration/the-things-stack/config/ttn-lw-stack-docker.yml
+++ b/configuration/the-things-stack/config/ttn-lw-stack-docker.yml
@@ -0,0 +1,44 @@
 is:
  database:
    uri: postgres://root:root@tts-postgres:5432/ttn_lorawan?sslmode=disable
  email:
    sender-name: "The Things Stack"
    sender-address: "noreply@digitribe.fr"
    network:
      name: "Smart City LoRaWAN"
      console-url: "https://tts.digitribe.fr/console"
      identity-server-url: "https://tts.digitribe.fr/oauth"
 redis:
  address: tts-redis:6379
 metrics:
  enabled: true
 console:
  base-url: "https://tts.digitribe.fr/console"
 http:
  cookie:
    block-key: "00112233445566778899aabbccddeeff00112233445566778899aabbccddeeff"
    hash-key: "00112233445566778899aabbccddeeff00112233445566778899aabbccddeeff"
 gateway-server:
  mqtt:
    listen: ":1883"
    public-address: "tts.digitribe.fr:1883"
 network-server:
  net-id: "000000"
  band:
    name: "EU868"
 join-server:
  default:
    join-eui-prefix: "0000000000000000"
 tenant-id: "smart-city"
 blob:
  local-directory: /srv/ttn-lorawan/public/blob
  base-url: "https://tts.digitribe.fr/blob"
--- a/create_dashboard.py
+++ b/create_dashboard.py
@@ -0,0 +1,67 @@
 #!/usr/bin/env python3
 import json
 dashboard = {
    "annotations": {"list": []},
    "editable": True,
    "fiscalYearStartMonth": 0,
    "graphTooltip": 0,
    "id": None,
    "links": [],
    "panels": [
        {
            "title": "Air Quality (PM2.5)",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "airquality") |> filter(fn: (r) => r["_field"] == "pm25_ugm3") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0}
        },
        {
            "title": "Traffic Flow (Vehicles)",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "traffic") |> filter(fn: (r) => r["_field"] == "vehicle_count") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0}
        },
        {
            "title": "Parking Occupancy (%)",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "parking") |> filter(fn: (r) => r["_field"] == "occupancy_percent") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 8}
        },
        {
            "title": "Noise Levels (dB)",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "noise") |> filter(fn: (r) => r["_field"] == "noise_level_db") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 8}
        },
        {
            "title": "Weather (Temperature °C)",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "weather") |> filter(fn: (r) => r["_field"] == "temperature_c") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16}
        },
        {
            "title": "Light Levels",
            "type": "timeseries",
            "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
            "targets": [{"query": 'from(bucket:"smartcity") |> range(start: v.timeRangeStart, stop:v.timeRangeStop) |> filter(fn: (r) => r["_measurement"] == "light") |> filter(fn: (r) => r["_field"] == "luminosity") |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false) |> yield(name: "mean")'}],
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16}
        }
    ],
    "schemaVersion": 36,
    "style": "dark",
    "tags": ["smartcity", "martinique", "iot"],
    "templating": {"list": []},
    "time": {"from": "now-1h", "to": "now"},
    "title": "Smart City Digital Twin - Martinique",
    "uid": "smartcity-martinique-v2",
    "version": 1
 }
 with open('/home/eric/smart-city-digital-twin-martinique/grafana-dashboard-smartcity.json', 'w') as f:
    json.dump(dashboard, f, indent=2)
 print("Dashboard JSON created successfully")
--- a/create_dashboard_complete.py
+++ b/create_dashboard_complete.py
@@ -0,0 +1,257 @@
 #!/usr/bin/env python3
 import json
 import requests
 # UID de la datasource correcte
 DS_UID = "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
 dashboard = {
    "annotations": {"list": []},
    "editable": True,
    "fiscalYearStartMonth": 0,
    "graphTooltip": 1,
    "id": None,
    "links": [],
    "panels": [
        # ===== AIR QUALITY =====
        {
            "title": "Air Quality - PM2.5 (µg/m³)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "airquality")\n  |> filter(fn: (r) => r["_field"] == "pm25_ugm3")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "PM2.5")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "µg/m³",
                    "thresholds": {
                        "mode": "absolute",
                        "steps": [
                            {"color": "green", "value": None},
                            {"color": "yellow", "value": 25},
                            {"color": "orange", "value": 50},
                            {"color": "red", "value": 100}
                        ]
                    }
                }
            }
        },
        {
            "title": "Air Quality - CO (mg/m³)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "airquality")\n  |> filter(fn: (r) => r["_field"] == "co_mgm3")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "CO")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "mg/m³",
                    "thresholds": {
                        "mode": "absolute",
                        "steps": [
                            {"color": "green", "value": None},
                            {"color": "yellow", "value": 5},
                            {"color": "red", "value": 15}
                        ]
                    }
                }
            }
        },
        # ===== TRAFFIC =====
        {
            "title": "Traffic - Average Speed (km/h)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "traffic")\n  |> filter(fn: (r) => r["_field"] == "average_speed_kmh")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Speed")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "km/h",
                    "thresholds": {
                        "mode": "absolute",
                        "steps": [
                            {"color": "red", "value": None},
                            {"color": "yellow", "value": 20},
                            {"color": "green", "value": 40}
                        ]
                    }
                }
            }
        },
        {
            "title": "Traffic - Congestion Level",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "traffic")\n  |> filter(fn: (r) => r["_field"] == "congestion_level")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Congestion")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "",
                    "min": 0,
                    "max": 1,
                    "thresholds": {
                        "mode": "absolute",
                        "steps": [
                            {"color": "green", "value": None},
                            {"color": "yellow", "value": 0.5},
                            {"color": "red", "value": 0.8}
                        ]
                    }
                }
            }
        },
        # ===== PARKING =====
        {
            "title": "Parking - Available Spots",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 32},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "parking")\n  |> filter(fn: (r) => r["_field"] == "available_spots")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Available")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "spots"
                }
            }
        },
        {
            "title": "Parking - Occupancy (%)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 32},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "parking")\n  |> filter(fn: (r) => r["_field"] == "occupancy_percent")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Occupancy")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "percent",
                    "min": 0,
                    "max": 100
                }
            }
        },
        # ===== NOISE =====
        {
            "title": "Noise Level (dB)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 48},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "noise")\n  |> filter(fn: (r) => r["_field"] == "noise_level_db")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Noise")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "dB",
                    "thresholds": {
                        "mode": "absolute",
                        "steps": [
                            {"color": "green", "value": None},
                            {"color": "yellow", "value": 65},
                            {"color": "orange", "value": 80},
                            {"color": "red", "value": 95}
                        ]
                    }
                }
            }
        },
        # ===== WEATHER =====
        {
            "title": "Weather - Temperature (°C)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 48},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "weather")\n  |> filter(fn: (r) => r["_field"] == "temperature_celsius")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Temperature")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "°C"
                }
            }
        },
        # ===== LIGHT =====
        {
            "title": "Light - Brightness (lux)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 64},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "light")\n  |> filter(fn: (r) => r["_field"] == "brightness_lux")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Brightness")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "lux"
                }
            }
        },
        {
            "title": "Light - Power Consumption (W)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 64},
            "datasource": {"type": "influxdb", "uid": DS_UID},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "light")\n  |> filter(fn: (r) => r["_field"] == "power_consumption_w")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "Power")',
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "W"
                }
            }
        }
    ],
    "schemaVersion": 38,
    "style": "dark",
    "tags": ["smart-city", "martinique", "iot", "complete"],
    "templating": {"list": []},
    "time": {"from": "now-1h", "to": "now"},
    "title": "Smart City Digital Twin - Martinique (COMPLET)",
    "uid": "smartcity-martinique-complete",
    "version": 1
 }
 # Sauvegarder localement
 with open('/home/eric/smart-city-digital-twin-martinique/grafana-dashboard-complete.json', 'w') as f:
    json.dump(dashboard, f, indent=2)
 print("✅ Dashboard complet généré")
 print(f"   Fichier: grafana-dashboard-complete.json")
 print(f"   UID: {dashboard['uid']}")
 print(f"   Panneaux: {len(dashboard['panels'])}")
 print(f"   Datasource: {DS_UID}")
--- a/create_dashboard_docker.py
+++ b/create_dashboard_docker.py
@@ -0,0 +1,140 @@
 #!/usr/bin/env python3
 import json
 import requests
 # UID de la datasource Prometheus (smart-city-prometheus-brokers)
 # À récupérer via l'API Grafana
 try:
    resp = requests.get('https://grafana.digitribe.fr/api/datasources', 
                        auth=('admin', 'Digitribe972'), verify=False)
    ds_uid = None
    if resp.ok:
        for ds in resp.json():
            if 'prometheus' in ds['type'].lower() and 'broker' in ds['name'].lower():
                ds_uid = ds['uid']
                print(f"Datasource Prometheus trouvée: {ds['name']} (UID: {ds_uid})")
                break
 except:
    pass
 if not ds_uid:
    ds_uid = 'f9ddd651-33ec-4dad-a950-e1375a964315'  # Fallback Prometheus Brokers
    print(f"Utilisation UID par défaut: {ds_uid}")
 dashboard = {
    "annotations": {"list": []},
    "editable": True,
    "fiscalYearStartMonth": 0,
    "graphTooltip": 1,
    "id": None,
    "links": [],
    "panels": [
        # CPU Usage
        {
            "title": "CPU Usage (Docker Containers)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0},
            "datasource": {"type": "prometheus", "uid": ds_uid},
            "targets": [
                {
                    "expr": 'rate(docker_container_cpu_usage_seconds_total[5m]) * 100',
                    "legendFormat": "{{container}}",
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "percent"
                }
            }
        },
        # Memory Usage
        {
            "title": "Memory Usage (Docker Containers)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0},
            "datasource": {"type": "prometheus", "uid": ds_uid},
            "targets": [
                {
                    "expr": 'docker_container_memory_usage_bytes / 1024 / 1024 / 1024',
                    "legendFormat": "{{container}} (GB)",
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "decbytes"
                }
            }
        },
        # Network Traffic (RX)
        {
            "title": "Network Receive (Docker Containers)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16},
            "datasource": {"type": "prometheus", "uid": ds_uid},
            "targets": [
                {
                    "expr": 'rate(docker_container_network_receive_bytes_total[5m]) * 8',
                    "legendFormat": "{{container}} RX",
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "bps"
                }
            }
        },
        # Network Traffic (TX)
        {
            "title": "Network Transmit (Docker Containers)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16},
            "datasource": {"type": "prometheus", "uid": ds_uid},
            "targets": [
                {
                    "expr": 'rate(docker_container_network_transmit_bytes_total[5m]) * 8',
                    "legendFormat": "{{container}} TX",
                    "refId": "A"
                }
            ],
            "fieldConfig": {
                "defaults": {
                    "unit": "bps"
                }
            }
        },
        # Container Status
        {
            "title": "Container Status (1=Running, 0=Stopped)",
            "type": "state-timeline",
            "gridPos": {"h": 8, "w": 24, "x": 0, "y": 32},
            "datasource": {"type": "prometheus", "uid": ds_uid},
            "targets": [
                {
                    "expr": 'docker_container_status',
                    "legendFormat": "{{container}}",
                    "refId": "A"
                }
            ]
        }
    ],
    "schemaVersion": 38,
    "style": "dark",
    "tags": ["docker", "containers", "metrics", "prometheus"],
    "templating": {"list": []},
    "time": {"from": "now-1h", "to": "now"},
    "title": "Smart City - Docker Containers Metrics",
    "uid": "smartcity-docker-metrics",
    "version": 1
 }
 # Sauvegarder localement
 with open('/home/eric/smart-city-digital-twin-martinique/grafana-dashboard-docker-metrics.json', 'w') as f:
    json.dump(dashboard, f, indent=2)
 print("✅ Dashboard Docker Metrics généré")
 print(f"   Fichier: grafana-dashboard-docker-metrics.json")
 print(f"   UID: {dashboard['uid']}")
 print(f"   Datasource Prometheus: {ds_uid}")
--- a/create_dashboard_fixed.py
+++ b/create_dashboard_fixed.py
@@ -0,0 +1,177 @@
 #!/usr/bin/env python3
 import json
 # UID de la source InfluxDB (à récupérer via l'API Grafana)
 # On va utiliser l'UID par défaut ou le récupérer
 import requests
 import os
 # Récupérer l'UID de la datasource InfluxDB
 try:
    resp = requests.get('http://grafana.digitribe.fr/api/datasources', auth=('admin', 'Digitribe972'))
    ds_uid = None
    if resp.ok:
        for ds in resp.json():
            if 'influx' in ds['type'].lower():
                ds_uid = ds['uid']
                print(f"Datasource InfluxDB trouvée: {ds['name']} (UID: {ds_uid})")
                break
 except:
    pass
 if not ds_uid:
    ds_uid = 'influxdb'  # Fallback
    print(f"Utilisation UID par défaut: {ds_uid}")
 dashboard = {
    "annotations": {"list": []},
    "editable": True,
    "fiscalYearStartMonth": 0,
    "graphTooltip": 0,
    "id": None,
    "links": [],
    "panels": [
        # Air Quality Panel
        {
            "title": "Air Quality - PM2.5",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "airquality")\n  |> filter(fn: (r) => r["_field"] == "pm25_ugm3")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        {
            "title": "Air Quality - CO",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "airquality")\n  |> filter(fn: (r) => r["_field"] == "co_mgm3")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        # Traffic Panel
        {
            "title": "Traffic - Average Speed",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 8},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "traffic")\n  |> filter(fn: (r) => r["_field"] == "average_speed_kmh")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        {
            "title": "Traffic - Congestion",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 8},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "traffic")\n  |> filter(fn: (r) => r["_field"] == "congestion_level")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        # Parking Panel
        {
            "title": "Parking - Available Spots",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "parking")\n  |> filter(fn: (r) => r["_field"] == "available_spots")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        {
            "title": "Parking - Occupancy %",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "parking")\n  |> filter(fn: (r) => r["_field"] == "occupancy_percent")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        # Noise Panel
        {
            "title": "Noise Level (dB)",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 24},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "noise")\n  |> filter(fn: (r) => r["_field"] == "noise_level_db")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        # Weather Panel
        {
            "title": "Weather - Temperature",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 24},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "weather")\n  |> filter(fn: (r) => r["_field"] == "temperature_celsius")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        # Light Panel
        {
            "title": "Light - Brightness",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 0, "y": 32},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "light")\n  |> filter(fn: (r) => r["_field"] == "brightness_lux")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        },
        {
            "title": "Light - Power Consumption",
            "type": "timeseries",
            "gridPos": {"h": 8, "w": 12, "x": 12, "y": 32},
            "targets": [
                {
                    "query": 'from(bucket:"smartcity")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r["_measurement"] == "light")\n  |> filter(fn: (r) => r["_field"] == "power_consumption_w")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: "mean")',
                    "refId": "A"
                }
            ],
            "datasource": {"type": "influxdb", "uid": ds_uid},
        }
    ],
    "schemaVersion": 38,
    "style": "dark",
    "tags": ["smart-city", "martinique", "iot"],
    "templating": {"list": []},
    "time": {"from": "now-1h", "to": "now"},
    "title": "Smart City Digital Twin - Martinique (Fixed)",
    "uid": "smartcity-martinique-2026-v2",
    "version": 2
 }
 # Sauvegarder
 with open('/home/eric/smart-city-digital-twin-martinique/grafana-dashboard-fixed.json', 'w') as f:
    json.dump(dashboard, f, indent=2)
 print("✅ Dashboard avec bonnes requêtes Flux créé")
 print(f"   Fichier: grafana-dashboard-fixed.json")
 print(f"   Datasource UID: {ds_uid}")
--- a/create_openremote_agents.sql
+++ b/create_openremote_agents.sql
@@ -0,0 +1,78 @@
 -- Create 60 MQTT agents for OpenRemote using PL/pgSQL block
 -- Realm master: parent_id = '2LtWTTd29uPZLbuWMWUxBf'
 -- Realm smartcity: parent_id = 'e174aad5c7b5489e8b2efe'
 CREATE EXTENSION IF NOT EXISTS pgcrypto;
 DO $$
 DECLARE
    sensor_types text[] := ARRAY['airquality', 'traffic', 'parking', 'noise', 'weather', 'waterquality'];
    realm_rec RECORD;
    sensor_type text;
    i integer;
    new_id text;
    new_name text;
    new_topic text;
    parent_id text;
    realm_name text;
 BEGIN
    -- Delete existing MQTT agents
    DELETE FROM asset WHERE type = 'urn:openremote:agent:mqtt';
    -- Loop over realms
    FOR realm_rec IN SELECT * FROM (VALUES ('master', '2LtWTTd29uPZLbuWMWUxBf'), ('smartcity', 'e174aad5c7b5489e8b2efe')) AS t(realm, parent) LOOP
        realm_name := realm_rec.realm;
        parent_id := realm_rec.parent;
        FOREACH sensor_type IN ARRAY sensor_types LOOP
            FOR i IN 1..5 LOOP
                new_id := LEFT(REPLACE(gen_random_uuid()::text, '-', ''), 22);
                new_name := 'MQTT-Agent-' || sensor_type || '-' || i;
                new_topic := 'smartcity/' || sensor_type || '/' || i;
                INSERT INTO asset (id, name, type, realm, parent_id, created_on, access_public_read, version, attributes)
                VALUES (
                    new_id,
                    new_name,
                    'urn:openremote:agent:mqtt',
                    realm_name,
                    parent_id,
                    NOW(),
                    false,
                    1,
                    jsonb_build_object(
                        'name', jsonb_build_object('type', 'String', 'value', new_name),
                        'agentLink', jsonb_build_object(
                            'type', 'Property',
                            'value', jsonb_build_object(
                                'type', 'mqtt',
                                'brokerUrl', 'tcp://openremote-manager-1:1883',
                                'topicFilter', new_topic,
                                'username', '',
                                'password', '',
                                'enabled', true
                            )
                        ),
                        'sensorType', jsonb_build_object('type', 'String', 'value', sensor_type),
                        'location', jsonb_build_object(
                            'type', 'GeoJSONPoint',
                            'value', jsonb_build_object(
                                'type', 'Point',
                                'coordinates', jsonb_build_array(
                                    14.6091 + (random() - 0.5) * 0.1,
                                    -61.2155 + (random() - 0.5) * 0.1
                                )
                            )
                        )
                    )
                );
            END LOOP;
        END LOOP;
    END LOOP;
 END $$;
 -- Verify insertion
 SELECT realm, COUNT(*) as agent_count 
 FROM asset 
 WHERE type = 'urn:openremote:agent:mqtt' 
 GROUP BY realm;
--- a/data-flow-diagram.html
+++ b/data-flow-diagram.html
@@ -1,408 +1,119 @@
-<h1
+<!DOCTYPE html>
-id="smart-city-digital-twin-martinique-diagramme-des-flux-de-données">Smart
+<html>
-City Digital Twin Martinique — Diagramme des Flux de Données</h1>
+<head>
-<p><strong>Dernière mise à jour :</strong> 06 Mai 2026<br />
+    <title>Smart City Data Flow Diagram</title>
-<strong>Projet :</strong> Smart City Digital Twin Martinique<br />
+    <script src="https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.min.js"></script>
-<strong>Architecture :</strong> IoT-Agent intégré, QuantumLeap + CrateDB
+    <script>
-pour l’analyse avancée</p>
+        mermaid.initialize({ startOnLoad: true, theme: 'dark' });
-<hr />
+    </script>
-<h2 id="architecture-globale-mise-à-jour-06052026">Architecture Globale
+    <style>
-(Mise à jour 06/05/2026)</h2>
+        body {
-<pre class="mermaid"><code>graph TB
+            background-color: #1a1a1a;
-    subgraph Simulateur[&quot;🖥️  Simulateur (Host Python)&quot;]
+            color: white;
-        SIM[Smart City Simulator&lt;br/&gt;10 capteurs&lt;br/&gt;Intervalle: configurable]
+            font-family: Arial, sans-serif;
            padding: 20px;
        }
        .mermaid {
            background-color: #2a2a2a;
            padding: 20px;
            border-radius: 10px;
        }
    </style>
 </head>
 <body>
    <h1>Smart City Digital Twin - Data Flow Diagram</h1>
    <p>Updated: 2026-05-06 - Architecture with 3 IoT Agents (one per MQTT broker)</p>
    <div class="mermaid">
 graph TB
    subgraph Simulateur["🖥️  Simulateur (Host Python)"]
        SIM[Smart City Simulator<br/>10 capteurs<br/>Intervalle: configurable]
    end
-    subgraph MQTT_Brokers[&quot;📡  MQTT Brokers&quot;]
+    subgraph MQTT_Brokers["📡  MQTT Brokers"]
-        EMQ[EMQX&lt;br/&gt;port 11883]
+        EMQ[EMQX<br/>port 11883]
-        MOS[Mosquitto&lt;br/&gt;port 1883]
+        MOS[Mosquitto<br/>port 1883]
-        BUN[BunkerM&lt;br/&gt;port 1900&lt;br/&gt;MQTTS/TLS]
+        BUN[BunkerM<br/>port 1900<br/>MQTTS/TLS]
    end
-    subgraph IoT_Agent[&quot;🤖 IoT Agent (NGSI-LD)&quot;]
+    subgraph IoT_Agent["🤖 3 IoT Agents (NGSI-LD)"]
-        IOTA[IoT Agent JSON&lt;br/&gt;port 4041&lt;br/&gt;Transforme MQTT → NGSI-LD]
+        IOTA_EMQ[IoT-Agent-EMQX<br/>port 4041<br/>Ecoute EMQX]
        IOTA_MOS[IoT-Agent-Mosquitto<br/>port 4042<br/>Ecoute Mosquitto]
        IOTA_BUN[IoT-Agent-BunkerM<br/>port 4043<br/>Ecoute BunkerM]
    end
-    subgraph CB[&quot;🔗  Context Brokers (NGSI-LD)&quot;]
+    subgraph CB["🔗  Context Brokers (NGSI-LD)"]
-        ORI[Orion-LD&lt;br/&gt;NGSI-LD&lt;br/&gt;port 1026]
+        ORI[Orion-LD<br/>NGSI-v2<br/>port 1026]
-        STE[Stellio&lt;br/&gt;NGSI-LD&lt;br/&gt;port 8080]
+        STE[Stellio<br/>NGSI-LD<br/>port 8080]
-        FRO[FROST-Server&lt;br/&gt;SensorThings&lt;br/&gt;port 8080]
+        FRO[FROST-Server<br/>SensorThings<br/>port 8080]
    end
-    subgraph Analytics[&quot;📈 Analytics &amp; Time-Series&quot;]
+    subgraph Analytics["📈 Analytics & Time-Series"]
-        QL[QuantumLeap&lt;br/&gt;NGSI-LD → CrateDB&lt;br/&gt;port 8668]
+        QL[QuantumLeap<br/>NGSI-LD → CrateDB<br/>port 8668]
-        CRATEDB[CrateDB&lt;br/&gt;PostgreSQL-compatible&lt;br/&gt;port 4200/5432]
+        CRATEDB[CrateDB<br/>PostgreSQL-compatible<br/>port 4200/5432]
    end
-    subgraph Storage[&quot;💾  Stockage &amp; Métriques&quot;]
+    subgraph Storage["💾  Stockage & Métriques"]
-        INF[InfluxDB&lt;br/&gt;Bucket: iot_data&lt;br/&gt;port 8086]
+        INF[InfluxDB<br/>Bucket: iot_data<br/>port 8086]
-        PRO[Prometheus&lt;br/&gt;Scrape: /metrics&lt;br/&gt;port 9090]
+        PRO[Prometheus<br/>Scrape: /metrics<br/>port 9090]
-        GEO[GeoServer&lt;br/&gt;WMS/WFS/WMTS&lt;br/&gt;port 8080]
+        GEO[GeoServer<br/>WMS/WFS/WMTS<br/>port 8080]
    end
-    subgraph IoT_Platform[&quot;🏢  Plateforme IoT&quot;]
+    subgraph IoT_Platform["🏢  Plateforme IoT"]
-        ORM[OpenRemote Manager&lt;br/&gt;MQTT Agent&lt;br/&gt;port 8080]
+        ORM[OpenRemote Manager<br/>MQTT Agent<br/>port 8080]
-        KC[Keycloak&lt;br/&gt;port 8080]
+        KC[Keycloak<br/>port 8080]
    end
-    subgraph VIZ[&quot;📊  Visualisation&quot;]
+    subgraph VIZ["📊  Visualisation"]
-        GRA[Grafana&lt;br/&gt;Dashboards&lt;br/&gt;port 3001]
+        GRA[Grafana<br/>Dashboards<br/>port 3001]
-        MAP[MapStore&lt;br/&gt;WMS/WFS&lt;br/&gt;port 8080]
+        MAP[MapStore<br/>WMS/WFS<br/>port 8080]
    end
    %% ── Flux Simulateur ──────────────────────────────────────────
-    SIM --&gt;|&quot;1️⃣  MQTT publish&lt;br/&gt;city/sensors/{type}/{id}&quot;| EMQ
+    SIM -->|"1️⃣  MQTT publish<br/>smartcity-api-key/{id}/attrs"| EMQ
-    SIM --&gt;|&quot;1️⃣  MQTT publish&quot;| MOS
+    SIM -->|"1️⃣  MQTT publish"| MOS
-    SIM --&gt;|&quot;1️⃣  MQTT publish&quot;| BUN
+    SIM -->|"1️⃣  MQTT publish"| BUN
-    SIM --&gt;|&quot;5️⃣  InfluxDB v2 API&lt;br/&gt;async non-bloquant&quot;| INF
+    SIM -->|"5️⃣  InfluxDB v2 API<br/>async non-bloquant"| INF
-    %% ── Flux MQTT → IoT Agent ──────────────────────────────────
+    %% ── Flux MQTT → IoT Agents ──────────────────────────────────
-    EMQ --&gt;|&quot;MQTT subscribe&lt;br/&gt;city/sensors/#&quot;| IOTA
+    EMQ -->|"MQTT subscribe<br/>smartcity-api-key/#"| IOTA_EMQ
-    MOS --&gt;|&quot;MQTT subscribe&quot;| IOTA
+    MOS -->|"MQTT subscribe"| IOTA_MOS
-    BUN --&gt;|&quot;MQTT subscribe&quot;| IOTA
+    BUN -->|"MQTT subscribe"| IOTA_BUN
-    %% ── Flux IoT Agent → Context Brokers ───────────────────────
+    %% ── Flux IoT Agents → Context Brokers ───────────────────────
-    IOTA --&gt;|&quot;2️⃣  NGSI-LD POST&lt;br/&gt;/ngsi-ld/v1/entities&quot;| ORI
+    IOTA_EMQ -->|"2️⃣  NGSI-v2 POST<br/>/v2/entities"| ORI
-    IOTA --&gt;|&quot;2️⃣  NGSI-LD POST&quot;| STE
+    IOTA_MOS -->|"2️⃣  NGSI-v2 POST"| ORI
    IOTA_BUN -->|"2️⃣  NGSI-v2 POST"| ORI
    %% ── Flux Context Brokers → QuantumLeap ───────────────────
-    ORI --&gt;|&quot;NGSI-LD Subscription&lt;br/&gt;→ QuantumLeap&quot;| QL
+    ORI -->|"NGSI-v2 Subscription<br/>→ QuantumLeap"| QL
    STE --&gt;|&quot;NGSI-LD Subscription&lt;br/&gt;→ QuantumLeap&quot;| QL
    %% ── Flux QuantumLeap → CrateDB ────────────────────────────
-    QL --&gt;|&quot;Insert&lt;br/&gt;PostgreSQL wire&quot;| CRATEDB
+    QL -->|"Insert<br/>PostgreSQL wire"| CRATEDB
    %% ── Visualisation ───────────────────────────────────────────
-    CRATEDB --&gt;|&quot;PostgreSQL Datasource&quot;| GRA
+    CRATEDB -->|"PostgreSQL Datasource"| GRA
-    INF --&gt;|&quot;Datasource Flux IoT&quot;| GRA
+    INF -->|"Datasource Flux IoT"| GRA
-    ORI --&gt;|&quot;NGSI-LD Datasource&quot;| GRA
+    ORI -->|"NGSI-v2 Datasource"| GRA
-    STE --&gt;|&quot;NGSI-LD Datasource&quot;| GRA
+    GEO -->|"WMS/WMTS"| MAP
-    GEO --&gt;|&quot;WMS/WMTS&quot;| MAP
+    ORM -->|MapSettings<br/>Martinique| MAP
-    ORM --&gt;|MapSettings&lt;br/&gt;Martinique| MAP
+    ORM -->|"Live assets<br/>REST"| GRA
    ORM --&gt;|&quot;Live assets&lt;br/&gt;REST&quot;| GRA
    %% ── OpenRemote MQTT Agent ───────────────────────────────────
-    EMQ --&gt;|&quot;6️⃣  Subscribe&lt;br/&gt;city/sensors/#&quot;| ORM
+    EMQ -->|"6️⃣  Subscribe<br/>city/sensors/#"| ORM
-    MOS --&gt;|&quot;6️⃣  Subscribe&quot;| ORM
+    MOS -->|"6️⃣  Subscribe"| ORM
-    BUN --&gt;|&quot;6️⃣  Subscribe&quot;| ORM
+    BUN -->|"6️⃣  Subscribe"| ORM
-    %% ── Métriques Prometheus ────────────────────────────────────
+    %% ── Métriques Prometheus ───────────────────────────────────
-    SIM --&gt;|&quot;7️⃣  /metrics&lt;br/&gt;port 8001&quot;| PRO
+    SIM -->|"7️⃣  /metrics<br/>port 8001"| PRO
-    EMQ --&gt;|&quot;/api/v5/metrics&quot;| PRO
+    EMQ -->|"/api/v5/metrics"| PRO
-    STE --&gt;|&quot;/actuator/prometheus&quot;| PRO
+    STE -->|"/actuator/prometheus"| PRO
-    INF --&gt;|&quot;/metrics&quot;| PRO
+    INF -->|"/metrics"| PRO
-    ORM --&gt;|&quot;/actuator/prometheus&quot;| PRO
+    ORM -->|"/actuator/prometheus"| PRO
-    GRA --&gt;|&quot;/metrics&quot;| PRO
+    GRA -->|"/metrics"| PRO
-    IOTA --&gt;|&quot;/metrics&quot;| PRO
+    IOTA_EMQ -->|"/metrics"| PRO
-    QL --&gt;|&quot;/metrics&quot;| PRO</code></pre>
+    IOTA_MOS -->|"/metrics"| PRO
-<hr />
+    IOTA_BUN -->|"/metrics"| PRO
-<h2 id="flux-détaillés-mise-à-jour-06052026">Flux Détaillés (Mise à jour
+    QL -->|"/metrics"| PRO
-06/05/2026)</h2>
+    </div>
-<h3 id="flux-mqtt-brokers">1️⃣ Flux MQTT — Brokers</h3>
+</body>
-<table>
+</html>
 <thead>
 <tr>
 <th>Broker</th>
 <th>Port</th>
 <th>Protocol</th>
 <th>Topics</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>EMQX</td>
 <td>11883</td>
 <td>MQTT</td>
 <td><code>city/sensors/{type}/{id}</code></td>
 </tr>
 <tr>
 <td>Mosquitto</td>
 <td>1883</td>
 <td>MQTT</td>
 <td><code>city/sensors/{type}/{id}</code></td>
 </tr>
 <tr>
 <td>BunkerM</td>
 <td>1900</td>
 <td>MQTTS (TLS)</td>
 <td><code>city/sensors/{type}/{id}</code></td>
 </tr>
 </tbody>
 </table>
 <p>Le simulateur publie simultanément sur les 3 brokers vers <strong>IoT
 Agent</strong>.</p>
 <h3 id="flux-iot-agent-ngsi-ld">2️⃣ Flux IoT Agent — NGSI-LD</h3>
 <ul>
 <li><p><strong>IoT Agent JSON</strong> : Réception MQTT → Transformation
 en entités NGSI-LD</p></li>
 <li><p><strong>Port</strong> : <code>4041</code></p></li>
 <li><p><strong>Configuration</strong> :</p>
 <div class="sourceCode" id="cb2"><pre
 class="sourceCode bash"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Enregistrement service</span></span>
 <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="at">-X</span> POST http://localhost:4041/iot/services <span class="dt">\</span></span>
 <span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>  <span class="at">-H</span> <span class="st">&#39;Content-Type: application/json&#39;</span> <span class="dt">\</span></span>
 <span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a>  <span class="at">-H</span> <span class="st">&#39;fiware-service: smartcity&#39;</span> <span class="dt">\</span></span>
 <span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a>  <span class="at">-d</span> <span class="st">&#39;{&quot;services&quot;: [{&quot;apikey&quot;: &quot;smartcity-api-key&quot;, &quot;cbroker&quot;: &quot;http://orion-ld:1026&quot;, &quot;entity_type&quot;: &quot;Device&quot;, &quot;ngsi_version&quot;: &quot;ld&quot;}]}&#39;</span></span></code></pre></div></li>
 <li><p><strong>Entités créées dans</strong> : Orion-LD (port 1026) et
 Stellio (port 8080)</p></li>
 </ul>
 <h3 id="flux-context-brokers-quantumleap-cratedb">3️⃣ Flux Context
 Brokers → QuantumLeap → CrateDB</h3>
 <ol type="1">
 <li><strong>Orion-LD</strong> / <strong>Stellio</strong> : Reçoivent les
 entités NGSI-LD de IoT Agent</li>
 <li><strong>QuantumLeap</strong> (port 8668) : Souscrit aux mises à jour
 NGSI-LD via Subscription</li>
 <li><strong>CrateDB</strong> (port 5432/4200) : Stockage temporel
 PostgreSQL-compatible</li>
 <li><strong>Grafana</strong> : Dashboards connectés à CrateDB
 (PostgreSQL datasource)</li>
 </ol>
 <h3 id="flux-influxdb-temps-réel">4️⃣ Flux InfluxDB — Temps Réel</h3>
 <ul>
 <li><strong>API</strong> :
 <code>http://localhost:8086/api/v2/write</code></li>
 <li><strong>Bucket</strong> : <code>iot_data</code></li>
 <li><strong>Org</strong> : <code>digitribe</code></li>
 <li><strong>Mode</strong> : Asynchrone (thread daemon) pour ne pas
 bloquer le publish MQTT</li>
 </ul>
 <h3 id="openremote-mqtt-agent">5️⃣ OpenRemote — MQTT Agent</h3>
 <p>L’agent MQTT d’OpenRemote souscrit aux topics
 <code>city/sensors/#</code> sur les brokers MQTT. Les payloads sont
 automatiquement parsés et les attributs des assets sont mis à jour.</p>
 <h3 id="flux-prometheus-métriques">6️⃣ Flux Prometheus — Métriques</h3>
 <table>
 <thead>
 <tr>
 <th>Service</th>
 <th>Endpoint <code>/metrics</code></th>
 <th>Statut</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>Simulator</td>
 <td><code>localhost:8001</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>EMQX</td>
 <td><code>emqx_emqx_1:8081/api/v5/metrics</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>Stellio</td>
 <td><code>stellio-api-gateway:8080/actuator/prometheus</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>InfluxDB</td>
 <td><code>smart-city-influxdb:8086/metrics</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>OpenRemote</td>
 <td><code>openremote-manager-1:8080/actuator/prometheus</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>Grafana</td>
 <td><code>smart-city-grafana:3000/metrics</code></td>
 <td>✅</td>
 </tr>
 <tr>
 <td>IoT Agent</td>
 <td><code>iot-agent:4041/metrics</code></td>
 <td>⚠️ À vérifier</td>
 </tr>
 <tr>
 <td>QuantumLeap</td>
 <td><code>quantum-leap:8668/metrics</code></td>
 <td>⚠️ À vérifier</td>
 </tr>
 </tbody>
 </table>
 <hr />
 <h2 id="nouveaux-composants-06052026">Nouveaux Composants
 (06/05/2026)</h2>
 <h3 id="iot-agent-json">🤖 IoT Agent JSON</h3>
 <ul>
 <li><strong>Rôle</strong> : Pont entre MQTT et NGSI-LD (Orion-LD /
 Stellio)</li>
 <li><strong>Port</strong> : 4041</li>
 <li><strong>Statut</strong> : ❌ En cours de réparation (erreur
 MongoDB)</li>
 <li><strong>Correction</strong> : Fournir
 <code>IOTA_MONGO_URL=mongodb://mongodb:27017/iotagent</code></li>
 </ul>
 <h3 id="quantumleap">📈 QuantumLeap</h3>
 <ul>
 <li><strong>Rôle</strong> : Analytics NGSI-LD → CrateDB</li>
 <li><strong>Port</strong> : 8668</li>
 <li><strong>Statut</strong> : ✅ Fonctionnel (interne), port non exposé
 sur l’hôte</li>
 <li><strong>Action</strong> : Exposer le port dans docker-compose</li>
 </ul>
 <h3 id="cratedb">🗄️ CrateDB</h3>
 <ul>
 <li><strong>Rôle</strong> : Base de données temporelle
 PostgreSQL-compatible</li>
 <li><strong>Port</strong> : 4200 (UI), 5432 (PostgreSQL)</li>
 <li><strong>Statut</strong> : ✅ Opérationnel</li>
 <li><strong>Usage</strong> : Stockage des séries temporelles depuis
 QuantumLeap</li>
 </ul>
 <hr />
 <h2 id="tableau-récapitulatif-mise-à-jour">Tableau Récapitulatif (Mise à
 jour)</h2>
 <table>
 <colgroup>
 <col style="width: 28%" />
 <col style="width: 34%" />
 <col style="width: 15%" />
 <col style="width: 21%" />
 </colgroup>
 <thead>
 <tr>
 <th>Composant</th>
 <th>Technologie</th>
 <th>Port</th>
 <th>Statut</th>
 </tr>
 </thead>
 <tbody>
 <tr>
 <td>Simulator</td>
 <td>Python + paho-mqtt</td>
 <td>Host:8001 (metrics)</td>
 <td>✅ Actif</td>
 </tr>
 <tr>
 <td>EMQX</td>
 <td>MQTT Broker</td>
 <td>11883</td>
 <td>✅ Connecté</td>
 </tr>
 <tr>
 <td>Mosquitto</td>
 <td>MQTT Broker</td>
 <td>1883</td>
 <td>✅ Connecté</td>
 </tr>
 <tr>
 <td>BunkerM</td>
 <td>MQTTS Broker</td>
 <td>1900</td>
 <td>✅ Connecté</td>
 </tr>
 <tr>
 <td><strong>IoT Agent</strong></td>
 <td><strong>NGSI-LD Bridge</strong></td>
 <td><strong>4041</strong></td>
 <td><strong>❌ Erreur MongoDB</strong></td>
 </tr>
 <tr>
 <td>Orion-LD</td>
 <td>NGSI-LD Broker</td>
 <td>1026</td>
 <td>⚠️ À vérifier</td>
 </tr>
 <tr>
 <td>Stellio</td>
 <td>NGSI-LD Broker</td>
 <td>8080</td>
 <td>⚠️ Ports occupés par OpenRemote</td>
 </tr>
 <tr>
 <td>FROST-Server</td>
 <td>SensorThings API</td>
 <td>8080</td>
 <td>⚠️ À vérifier</td>
 </tr>
 <tr>
 <td><strong>QuantumLeap</strong></td>
 <td><strong>NGSI-LD → CrateDB</strong></td>
 <td><strong>8668</strong></td>
 <td><strong>✅ Interne</strong></td>
 </tr>
 <tr>
 <td><strong>CrateDB</strong></td>
 <td><strong>PostgreSQL Time-Series</strong></td>
 <td><strong>4200/5432</strong></td>
 <td><strong>✅ Opérationnel</strong></td>
 </tr>
 <tr>
 <td>OpenRemote</td>
 <td>IoT Platform</td>
 <td>8080</td>
 <td>⚠️ 403 (Service Account)</td>
 </tr>
 <tr>
 <td>InfluxDB</td>
 <td>Time Series DB</td>
 <td>8086</td>
 <td>✅ Bucket iot_data</td>
 </tr>
 <tr>
 <td>Grafana</td>
 <td>Visualisation</td>
 <td>3001</td>
 <td>✅ Dashboards + CrateDB</td>
 </tr>
 <tr>
 <td>GeoServer</td>
 <td>Geo Data</td>
 <td>8080</td>
 <td>✅ REST OK</td>
 </tr>
 <tr>
 <td>MapStore</td>
 <td>Cartographie</td>
 <td>8080</td>
 <td>✅ WMS/WMTS</td>
 </tr>
 </tbody>
 </table>
 <hr />
 <h2 id="actions-prioritaires">Actions Prioritaires</h2>
 <ol type="1">
 <li><strong>Corriger IoT Agent</strong> : Ajouter MongoDB et configurer
 <code>IOTA_MONGO_URL</code></li>
 <li><strong>Exposer QuantumLeap</strong> : Mapper le port 8668 dans
 docker-compose</li>
 <li><strong>Déployer Orion-LD</strong> : Créer le service s’il n’existe
 pas</li>
 <li><strong>Libérer les ports</strong> : Résoudre le conflit
 Stellio/OpenRemote sur le port 8080</li>
 <li><strong>Configurer CrateDB</strong> : Créer les tables pour
 QuantumLeap</li>
 <li><strong>Mettre à jour le simulateur</strong> :
 <code>ENABLE_PULSAR=false</code> (recommandé)</li>
 </ol>
 <hr />
 <h2 id="commandes-utiles">Commandes Utiles</h2>
 <div class="sourceCode" id="cb3"><pre
 class="sourceCode bash"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Vérifier IoT Agent</span></span>
 <span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="at">-s</span> http://localhost:4041/iot/services <span class="at">-H</span> <span class="st">&#39;fiware-service: smartcity&#39;</span></span>
 <span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Vérifier QuantumLeap</span></span>
 <span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="at">-s</span> http://localhost:8668/version</span>
 <span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Vérifier CrateDB</span></span>
 <span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a><span class="ex">psql</span> <span class="at">-h</span> localhost <span class="at">-p</span> 5432 <span class="at">-U</span> crate <span class="at">-c</span> <span class="st">&quot;SELECT * FROM ql_entities LIMIT 5;&quot;</span></span>
 <span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a><span class="co"># Vérifier Orion-LD</span></span>
 <span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="at">-s</span> http://localhost:1026/version</span>
 <span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a><span class="co"># Voir les logs IoT Agent</span></span>
 <span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a><span class="ex">docker</span> logs smart-city-iot-agent <span class="at">--tail</span> 30</span></code></pre></div>
 <hr />
 <p><strong>Fichiers associés :</strong> - Simulateur :
 <code>~/smart-city-digital-twin-martinique/simulator.py</code> -
 Dashboard Grafana :
 <code>~/smart-city-digital-twin-martinique/grafana_dashboard_smartcity.json</code>
 - Ce diagramme :
 <code>~/smart-city-digital-twin-martinique/data-flow-diagram.md</code> -
 Session Resume :
 <code>~/smart-city-digital-twin-martinique/session_resume_2026-05-07.md</code></p>
--- a/data-flow-diagram.md
+++ b/data-flow-diagram.md
@@ -1,236 +1,256 @@
-# Smart City Digital Twin Martinique — Diagramme des Flux de Données
+# Smart City Digital Twin - Data Flow Diagram (Updated 2026-05-12)
-**Dernière mise à jour :** 06 Mai 2026  
+## Architecture complète avec LoRaWAN
 **Projet :** Smart City Digital Twin Martinique  
 **Architecture :** IoT-Agent intégré, QuantumLeap + CrateDB pour l'analyse avancée
---
+```
 ┌─────────────────────────────────────────────────────────────────────────────┐
 │                     Smart City Simulator (Python)                         │
 │  Publie sur 3 brokers MQTT + REST vers OpenRemote                        │
 └──────────┬────────────────────┬──────────────────────┬───────────────────┘
           │                    │                      │
           ▼                    ▼                      ▼
 ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐
 │   EMQX Broker   │  │ Mosquitto Broker │  │  BunkerM Broker │
 │   (port 11883)  │  │   (port 1883)   │  │   (port 1900)   │
 └────────┬─────────┘  └────────┬─────────┘  └────────┬─────────┘
         │                       │                      │
         ▼                       ▼                      ▼
 ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐
 │ IoT-Agent-EMQX  │  │IoT-Agent-Mosquitto│  │IoT-Agent-BunkerM │
 │ Port: 4041      │  │ Port: 4042      │  │ Port: 4043      │
 └────────┬─────────┘  └────────┬─────────┘  └────────┬─────────┘
         │                       │                      │
         └───────────────────────┴──────────────────────┘
                              │
                              ▼
                    ┌─────────────────────┐
                    │   Orion-LD Context  │
                    │   Broker (port 1026)│
                    │   MongoDB backend   │
                    └─────────┬───────────┘
                              │
                              │ Subscription → QuantumLeap
                              ▼
                    ┌─────────────────────┐
                    │   QuantumLeap       │
                    │   (port 8668)      │
                    └─────────┬───────────┘
                              │
                              ▼
                    ┌─────────────────────┐
                    │   CrateDB           │
                    │   (ports 5432/4200)│
                    └─────────┬───────────┘
                              │
                              ▼
                    ┌─────────────────────┐
                    │   Grafana          │
                    │   (port 3001)     │
                    └─────────────────────┘
-## Architecture Globale (Mise à jour 06/05/2026)
+═══════════════════════════════════════════════════════════════════════════════
                              LoRaWAN Layer
 ═══════════════════════════════════════════════════════════════════════════════
-```mermaid
+┌──────────────────┐         ┌──────────────────┐
-graph TB
+│  Gateway LoRaWAN │  UDP    │  Gateway LoRaWAN │
-    subgraph Simulateur["🖥️  Simulateur (Host Python)"]
+│  (EU868)        │  1700   │  (EU868)        │
-        SIM[Smart City Simulator<br/>10 capteurs<br/>Intervalle: configurable]
+└────────┬─────────┘         └────────┬─────────┘
-    end
+         │                            │
         ▼                            ▼
 ┌─────────────────────────────────────────────────────────────────────────────┐
 │                        ChirpStack LoRaWAN Network Server                   │
 │  ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐          │
 │  │ chirpstack       │  │ gateway-bridge   │  │ rest-api         │          │
 │  │ (port 8080)      │  │ (UDP 1700)       │  │ (port 8090)      │          │
 │  └────────┬─────────┘  └────────┬─────────┘  └────────┬─────────┘          │
 │           │                     │                      │                    │
 │           ▼                     ▼                      ▼                    │
 │  ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐          │
 │  │ PostgreSQL       │  │ Redis            │  │ Mosquitto (MQTT) │          │
 │  │ (chirpstack DB)  │  │ (cache)          │  │ (port 1883)      │          │
 │  └──────────────────┘  └──────────────────┘  └────────┬─────────┘          │
 └──────────────────────────────────────────────────────┬─────────────────────┘
                                                       │
                                                       ▼
                                              ┌──────────────────┐
                                              │  EMQX Broker     │
                                              │  (integration)   │
                                              └──────────────────┘
-    subgraph MQTT_Brokers["📡  MQTT Brokers"]
+┌─────────────────────────────────────────────────────────────────────────────┐
-        EMQ[EMQX<br/>port 11883]
+│                    The Things Stack LoRaWAN Network Server                  │
-        MOS[Mosquitto<br/>port 1883]
+│  ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐          │
-        BUN[BunkerM<br/>port 1900<br/>MQTTS/TLS]
+│  │ tts-stack         │  │ tts-postgres     │  │ tts-redis        │          │
-    end
+│  │ (port 1885)      │  │ (TTN DB)         │  │ (cache)          │          │
 │  └────────┬─────────┘  └──────────────────┘  └──────────────────┘          │
 │           │                                                                 │
 │           │ UDP 1700 (gateways)                                             │
 │           │ MQTT 1883 (events)                                              │
 │           │ HTTP 1884 (API)                                                 │
 │           │ HTTP 1885 (Console)                                             │
 └───────────┬─────────────────────────────────────────────────────────────────┘
            │
            ▼
   ┌──────────────────┐
   │  EMQX Broker     │
   │  (integration)   │
   └──────────────────┘
-    subgraph IoT_Agent["🤖 IoT Agent (NGSI-LD)"]
+═══════════════════════════════════════════════════════════════════════════════
-        IOTA[IoT Agent JSON<br/>port 4041<br/>Transforme MQTT → NGSI-LD]
+                              OpenRemote Manager
-    end
+═══════════════════════════════════════════════════════════════════════════════
-    subgraph CB["🔗  Context Brokers (NGSI-LD)"]
+┌─────────────────────────────────────────────────────────────────────────────┐
-        ORI[Orion-LD<br/>NGSI-LD<br/>port 1026]
+│                        OpenRemote Manager (Artemis MQTT)                   │
-        STE[Stellio<br/>NGSI-LD<br/>port 8080]
+│  ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐          │
-        FRO[FROST-Server<br/>SensorThings<br/>port 8080]
+│  │ Manager UI       │  │ Keycloak         │  │ PostgreSQL       │          │
-    end
+│  │ (port 8080)      │  │ (port 8080)      │  │ (port 5432)      │          │
-
+│  └──────────────────┘  └──────────────────┘  └──────────────────┘          │
-    subgraph Analytics["📈 Analytics & Time-Series"]
+│                                                                             │
-        QL[QuantumLeap<br/>NGSI-LD → CrateDB<br/>port 8668]
+│  Assets IOTSensor avec agentLink MQTT + location (GeoJSON Point)          │
-        CRATEDB[CrateDB<br/>PostgreSQL-compatible<br/>port 4200/5432]
+│  Assets visualisés sur la carte Martinique (mapsettings.json)              │
-    end
+└─────────────────────────────────────────────────────────────────────────────┘
    subgraph Storage["💾  Stockage & Métriques"]
        INF[InfluxDB<br/>Bucket: iot_data<br/>port 8086]
        PRO[Prometheus<br/>Scrape: /metrics<br/>port 9090]
        GEO[GeoServer<br/>WMS/WFS/WMTS<br/>port 8080]
    end
    subgraph IoT_Platform["🏢  Plateforme IoT"]
        ORM[OpenRemote Manager<br/>MQTT Agent<br/>port 8080]
        KC[Keycloak<br/>port 8080]
    end
    subgraph VIZ["📊  Visualisation"]
        GRA[Grafana<br/>Dashboards<br/>port 3001]
        MAP[MapStore<br/>WMS/WFS<br/>port 8080]
    end
    %% ── Flux Simulateur ──────────────────────────────────────────
    SIM -->|"1️⃣  MQTT publish<br/>city/sensors/{type}/{id}"| EMQ
    SIM -->|"1️⃣  MQTT publish"| MOS
    SIM -->|"1️⃣  MQTT publish"| BUN
    SIM -->|"5️⃣  InfluxDB v2 API<br/>async non-bloquant"| INF
    %% ── Flux MQTT → IoT Agent ──────────────────────────────────
    EMQ -->|"MQTT subscribe<br/>city/sensors/#"| IOTA
    MOS -->|"MQTT subscribe"| IOTA
    BUN -->|"MQTT subscribe"| IOTA
    %% ── Flux IoT Agent → Context Brokers ───────────────────────
    IOTA -->|"2️⃣  NGSI-LD POST<br/>/ngsi-ld/v1/entities"| ORI
    IOTA -->|"2️⃣  NGSI-LD POST"| STE
    %% ── Flux Context Brokers → QuantumLeap ───────────────────
    ORI -->|"NGSI-LD Subscription<br/>→ QuantumLeap"| QL
    STE -->|"NGSI-LD Subscription<br/>→ QuantumLeap"| QL
    %% ── Flux QuantumLeap → CrateDB ────────────────────────────
    QL -->|"Insert<br/>PostgreSQL wire"| CRATEDB
    %% ── Visualisation ───────────────────────────────────────────
    CRATEDB -->|"PostgreSQL Datasource"| GRA
    INF -->|"Datasource Flux IoT"| GRA
    ORI -->|"NGSI-LD Datasource"| GRA
    STE -->|"NGSI-LD Datasource"| GRA
    GEO -->|"WMS/WMTS"| MAP
    ORM -->|MapSettings<br/>Martinique| MAP
    ORM -->|"Live assets<br/>REST"| GRA
    %% ── OpenRemote MQTT Agent ───────────────────────────────────
    EMQ -->|"6️⃣  Subscribe<br/>city/sensors/#"| ORM
    MOS -->|"6️⃣  Subscribe"| ORM
    BUN -->|"6️⃣  Subscribe"| ORM
    %% ── Métriques Prometheus ────────────────────────────────────
    SIM -->|"7️⃣  /metrics<br/>port 8001"| PRO
    EMQ -->|"/api/v5/metrics"| PRO
    STE -->|"/actuator/prometheus"| PRO
    INF -->|"/metrics"| PRO
    ORM -->|"/actuator/prometheus"| PRO
    GRA -->|"/metrics"| PRO
    IOTA -->|"/metrics"| PRO
    QL -->|"/metrics"| PRO
 ```
---
+## Flux de données (Step-by-step)
-## Flux Détaillés (Mise à jour 06/05/2026)
+1. **Simulator** publie sur 3 brokers MQTT (EMQX:11883, Mosquitto:1883, BunkerM:1900)
   - Topic: `smartcity-api-key/{device_id}/attrs`
   - Format: `{"NO2": 45.5, "temperature": 26.0, "humidity": 70.0}`
-### 1️⃣ Flux MQTT — Brokers
+2. **3 IoT-Agents** (un par broker) reçoivent les messages
-| Broker | Port | Protocol | Topics |
+   - iot-agent-emqx (port 4041) ← EMQX
-|--------|------|----------|--------|
+   - iot-agent-mosquitto (port 4042) ← Mosquitto
-| EMQX | 11883 | MQTT | `city/sensors/{type}/{id}` |
+   - iot-agent-bunkerm (port 4043) ← BunkerM
 | Mosquitto | 1883 | MQTT | `city/sensors/{type}/{id}` |
 | BunkerM | 1900 | MQTTS (TLS) | `city/sensors/{type}/{id}` |
-Le simulateur publie simultanément sur les 3 brokers vers **IoT Agent**.
+3. **Orion-LD** reçoit les entités NGSI-v2
   - URL: `http://smart-city-orion-ld:1026`
   - Entité: `urn:ngsi-ld:AirQualityObserved:airquality_001`
-### 2️⃣ Flux IoT Agent — NGSI-LD
+4. **Subscription Orion-LD → QuantumLeap**
- **IoT Agent JSON** : Réception MQTT → Transformation en entités NGSI-LD
+   - Notify URL: `http://smart-city-quantumleap:8668/v2/op/notify`
 - **Port** : `4041`
 - **Configuration** :
  ```bash
  # Enregistrement service
  curl -X POST http://localhost:4041/iot/services \
    -H 'Content-Type: application/json' \
    -H 'fiware-service: smartcity' \
    -d '{"services": [{"apikey": "smartcity-api-key", "cbroker": "http://orion-ld:1026", "entity_type": "Device", "ngsi_version": "ld"}]}'
  ```
 - **Entités créées dans** : Orion-LD (port 1026) et Stellio (port 8080)
-### 3️⃣ Flux Context Brokers → QuantumLeap → CrateDB
+5. **QuantumLeap** stocke dans **CrateDB**
-1. **Orion-LD** / **Stellio** : Reçoivent les entités NGSI-LD de IoT Agent
+   - Table: `quantumleap.etairqualityobserved`
 2. **QuantumLeap** (port 8668) : Souscrit aux mises à jour NGSI-LD via Subscription
 3. **CrateDB** (port 5432/4200) : Stockage temporel PostgreSQL-compatible
 4. **Grafana** : Dashboards connectés à CrateDB (PostgreSQL datasource)
-### 4️⃣ Flux InfluxDB — Temps Réel
+6. **Grafana** visualise les données
- **API** : `http://localhost:8086/api/v2/write`
+   - Datasource: `CrateDB-SmartCity`
 - **Bucket** : `iot_data`
 - **Org** : `digitribe`
 - **Mode** : Asynchrone (thread daemon) pour ne pas bloquer le publish MQTT
-### 5️⃣ OpenRemote — MQTT Agent
+7. **ChirpStack** gère les gateways et devices LoRaWAN
-L'agent MQTT d'OpenRemote souscrit aux topics `city/sensors/#` sur les brokers MQTT. Les payloads sont automatiquement parsés et les attributs des assets sont mis à jour.
+   - Gateway Bridge (UDP 1700) → ChirpStack → MQTT → EMQX
   - REST API (port 8090) pour gestion des devices/applications
-### 6️⃣ Flux Prometheus — Métriques
+8. **The Things Stack** gère les gateways et devices LoRaWAN (alternative)
-| Service | Endpoint `/metrics` | Statut |
+   - Gateway (UDP 1700) → TTS Stack → MQTT/REST API
-|---------|---------------------|--------|
+   - Console web (port 1885)
 | Simulator | `localhost:8001` | ✅ |
 | EMQX | `emqx_emqx_1:8081/api/v5/metrics` | ✅ |
 | Stellio | `stellio-api-gateway:8080/actuator/prometheus` | ✅ |
 | InfluxDB | `smart-city-influxdb:8086/metrics` | ✅ |
 | OpenRemote | `openremote-manager-1:8080/actuator/prometheus` | ✅ |
 | Grafana | `smart-city-grafana:3000/metrics` | ✅ |
 | IoT Agent | `iot-agent:4041/metrics` | ⚠️ À vérifier |
 | QuantumLeap | `quantum-leap:8668/metrics` | ⚠️ À vérifier |
---
+9. **OpenRemote** affiche les assets sur la map
   - Assets IOTSensor avec location GeoJSON
   - Agents MQTT pour mise à jour des valeurs
-## Nouveaux Composants (06/05/2026)
+## Sous-domaines (Traefik)
-### 🤖 IoT Agent JSON
+### IoT Agents & Brokers
- **Rôle** : Pont entre MQTT et NGSI-LD (Orion-LD / Stellio)
+- `iot-agent-emqx.digitribe.fr` → IoT-Agent-EMQX (port 4041)
- **Port** : 4041
+- `iot-agent-mosquitto.digitribe.fr` → IoT-Agent-Mosquitto (port 4042)
- **Statut** : ❌ En cours de réparation (erreur MongoDB)
+- `iot-agent-bunkerm.digitribe.fr` → IoT-Agent-BunkerM (port 4043)
- **Correction** : Fournir `IOTA_MONGO_URL=mongodb://mongodb:27017/iotagent`
+- `orion-ld.digitribe.fr` → Orion-LD (port 1026)
 - `quantum-leap.digitribe.fr` → QuantumLeap (port 8668)
 - `grafana.digitribe.fr` → Grafana (port 3001)
-### 📈 QuantumLeap
+### ChirpStack LoRaWAN
- **Rôle** : Analytics NGSI-LD → CrateDB
+- `chirpstack.digitribe.fr` → ChirpStack Console (port 8080)
- **Port** : 8668
+- `chirpstack-api.digitribe.fr` → ChirpStack REST API (port 8090)
- **Statut** : ✅ Fonctionnel (interne), port non exposé sur l'hôte
+- `chirpstack-ws.digitribe.fr` → Gateway Bridge WebSocket (port 3001)
 - **Action** : Exposer le port dans docker-compose
-### 🗄️ CrateDB
+### The Things Stack LoRaWAN
- **Rôle** : Base de données temporelle PostgreSQL-compatible
+- `tts.digitribe.fr` → TTS Console (port 1885)
- **Port** : 4200 (UI), 5432 (PostgreSQL)
+- `tts-api.digitribe.fr` → TTS REST API (port 1884)
 - **Statut** : ✅ Opérationnel
 - **Usage** : Stockage des séries temporelles depuis QuantumLeap
---
+### OpenRemote
 - `openremote.digitribe.fr` → OpenRemote Manager (port 8080)
-## Tableau Récapitulatif (Mise à jour)
+## Flux de données (Step-by-step)
-| Composant | Technologie | Port | Statut |
+1. **Simulator** publie sur 3 brokers MQTT (EMQX:11883, Mosquitto:1883, BunkerM:1900)
-|-----------|-------------|------|--------|
+   - Topic: `smartcity-api-key/{device_id}/attrs`
-| Simulator | Python + paho-mqtt | Host:8001 (metrics) | ✅ Actif |
+   - Format: `{"NO2": 45.5, "temperature": 26.0, "humidity": 70.0}`
 | EMQX | MQTT Broker | 11883 | ✅ Connecté |
 | Mosquitto | MQTT Broker | 1883 | ✅ Connecté |
 | BunkerM | MQTTS Broker | 1900 | ✅ Connecté |
 | **IoT Agent** | **NGSI-LD Bridge** | **4041** | **❌ Erreur MongoDB** |
 | Orion-LD | NGSI-LD Broker | 1026 | ⚠️ À vérifier |
 | Stellio | NGSI-LD Broker | 8080 | ⚠️ Ports occupés par OpenRemote |
 | FROST-Server | SensorThings API | 8080 | ⚠️ À vérifier |
 | **QuantumLeap** | **NGSI-LD → CrateDB** | **8668** | **✅ Interne** |
 | **CrateDB** | **PostgreSQL Time-Series** | **4200/5432** | **✅ Opérationnel** |
 | OpenRemote | IoT Platform | 8080 | ⚠️ 403 (Service Account) |
 | InfluxDB | Time Series DB | 8086 | ✅ Bucket iot_data |
 | Grafana | Visualisation | 3001 | ✅ Dashboards + CrateDB |
 | GeoServer | Geo Data | 8080 | ✅ REST OK |
 | MapStore | Cartographie | 8080 | ✅ WMS/WMTS |
---
+2. **3 IoT-Agents** (un par broker) reçoivent les messages
   - iot-agent-emqx (port 4041) ← EMQX
   - iot-agent-mosquitto (port 4042) ← Mosquitto
   - iot-agent-bunkerm (port 4043) ← BunkerM
   - Chaque IoT-Agent a le service `smartcity-api-key` configuré
   - Chaque IoT-Agent a le device `airquality_001` enregistré
-## Actions Prioritaires
+3. **Orion-LD** reçoit les entités NGSI-v2
   - URL: `http://smart-city-orion-ld:1026`
   - Entité: `urn:ngsi-ld:AirQualityObserved:airquality_001`
   - Type: `AirQualityObserved`
-1. **Corriger IoT Agent** : Ajouter MongoDB et configurer `IOTA_MONGO_URL`
+4. **Subscription Orion-LD → QuantumLeap**
-2. **Exposer QuantumLeap** : Mapper le port 8668 dans docker-compose
+   - ID: `69fbb09af55b82cad2a38008`
-3. **Déployer Orion-LD** : Créer le service s'il n'existe pas
+   - Description: "Forward AirQualityObserved to QuantumLeap"
-4. **Libérer les ports** : Résoudre le conflit Stellio/OpenRemote sur le port 8080
+   - Notify URL: `http://smart-city-quantumleap:8668/v2/op/notify`
-5. **Configurer CrateDB** : Créer les tables pour QuantumLeap
+   - Attrs: NO2, temperature, humidity
 6. **Mettre à jour le simulateur** : `ENABLE_PULSAR=false` (recommandé)
---
+5. **QuantumLeap** stocke dans **CrateDB**
   - Table: `quantumleap.etairqualityobserved`
   - Colonnes: entity_id, time_index, NO2, temperature, humidity
-## Commandes Utiles
+6. **Grafana** visualise les données
   - Datasource: `CrateDB-SmartCity` (ID: 23)
   - URL: `smart-city-cratedb:5432`
   - Database: `quantumleap`
 ## Services et Devices (provisionnés)
 ### IoT-Agent-EMQX (port 4041)
 - Service: `smartcity-api-key` → Orion-LD (`http://smart-city-orion-ld:1026`)
 - Device: `airquality_001` → `urn:ngsi-ld:AirQualityObserved:airquality_001`
 ### IoT-Agent-Mosquitto (port 4042)
 - Service: `smartcity-api-key` → Orion-LD (`http://smart-city-orion-ld:1026`)
 - Device: `airquality_001` → `urn:ngsi-ld:AirQualityObserved:airquality_001`
 ### IoT-Agent-BunkerM (port 4043)
 - Service: `smartcity-api-key` → Orion-LD (`http://smart-city-orion-ld:1026`)
 - Device: `airquality_001` → `urn:ngsi-ld:AirQualityObserved:airquality_001`
 ## Sous-domaines (Traefik)
 - `iot-agent-emqx.digitribe.fr` → IoT-Agent-EMQX (port 4041)
 - `iot-agent-mosquitto.digitribe.fr` → IoT-Agent-Mosquitto (port 4042)
 - `iot-agent-bunkerm.digitribe.fr` → IoT-Agent-BunkerM (port 4043)
 - `orion-ld.digitribe.fr` → Orion-LD (port 1026)
 - `quantum-leap.digitribe.fr` → QuantumLeap (port 8668)
 - `grafana.digitribe.fr` → Grafana (port 3001)
 ## Test du flux complet
 ```bash
-# Vérifier IoT Agent
+# 1. Publier un message MQTT (simuler le simulateur)
-curl -s http://localhost:4041/iot/services -H 'fiware-service: smartcity'
+mosquitto_pub -h localhost -p 11883 -t "smartcity-api-key/airquality_001/attrs" \
  -m '{"NO2": 50.5, "temperature": 30.0, "humidity": 90.0}'
-# Vérifier QuantumLeap
+# 2. Vérifier qu'Orion-LD a reçu l'entité
-curl -s http://localhost:8668/version
+curl -s http://localhost:1026/v2/entities -w "\nHTTP %{http_code}\n"
-# Vérifier CrateDB
+# 3. Vérifier que QuantumLeap a reçu la notification
-psql -h localhost -p 5432 -U crate -c "SELECT * FROM ql_entities LIMIT 5;"
+docker logs smart-city-quantumleap --tail 20 | grep -i "notify\|airquality"
-# Vérifier Orion-LD
+# 4. Vérifier CrateDB
-curl -s http://localhost:1026/version
+docker exec smart-city-cratedb crash -c "SELECT * FROM quantumleap.etairqualityobserved LIMIT 5;"
-# Voir les logs IoT Agent
+# 5. Vérifier Grafana
-docker logs smart-city-iot-agent --tail 30
+curl -s http://localhost:3001/api/datasources  -u admin:Digitribe972 | jq '.[] | select(.type=="postgres") | .name'
 ```
---
+## Fichiers modifiés (2026-05-06)
-**Fichiers associés :**
+- `docker-compose.iot-agent.yml` : 3 instances IoT-Agent (emqx, mosquitto, bunkerm)
- Simulateur : `~/smart-city-digital-twin-martinique/simulator.py`
+- `docker-compose.orion-ld.yml` : Orion-LD avec MongoDB existant
- Dashboard Grafana : `~/smart-city-digital-twin-martinique/grafana_dashboard_smartcity.json`
+- `docker-compose.quantumleap.yml` : Variables CRATE_HOST/PORT (fix)
- Ce diagramme : `~/smart-city-digital-twin-martinique/data-flow-diagram.md`
+- `simulator.py` : Publication sur 3 brokers avec format IoT-Agent
- Session Resume : `~/smart-city-digital-twin-martinique/session_resume_2026-05-07.md`
+- `data-flow-diagram.md` : Ce fichier (mis à jour)
--- a/ditto-things.yml
+++ b/ditto-things.yml
@@ -0,0 +1,25 @@
 services:
  ditto-things:
    image: eclipse/ditto-things:latest
    container_name: smart-city-ditto-things
    restart: unless-stopped
    hostname: ditto-things
    environment:
      - TZ=Europe/Berlin
      - BIND_HOSTNAME=0.0.0.0
      - DITTO_JWT_SECRET=my-ditto-jwt-secret-key-12345
      - MONGO_HOST=smart-city-ditto-mongodb
      - MONGO_PORT=27017
      - MONGO_DB=Things
      - MONGODB_URI=mongodb://smart-city-ditto-mongodb:27017/Things
      - AKKA_REMOTE_ENABLED=false
      - JAVA_TOOL_OPTIONS=-Dditto.things.authentication.devops.password=ditto-devops-secret
    networks:
      traefik-public:
        aliases:
          - ditto-cluster
          - ditto-things
 networks:
  traefik-public:
    external: true
--- a/docker-compose.bunkerm.yml
+++ b/docker-compose.bunkerm.yml
@@ -0,0 +1,35 @@
 # BunkerM MQTT Broker - Smart City Digital Twin
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 volumes:
  bunkerm_mosquitto_data:
    external: true
 services:
  bunkerm:
    image: bunkeriot/bunkerm:latest
    container_name: bunkerm-bunkerm-1
    restart: unless-stopped
    networks:
      - smartcity-shared
      - traefik-public
    ports:
      - "1884:1900"
      - "2000:2000"
    environment:
      - MQTT_PORT=1900
      - CONFIG_API_PORT=2000
    volumes:
      - bunkerm_mosquitto_data:/var/lib/mosquitto
    healthcheck:
      test: ["CMD-SHELL", "bash -c 'echo > /dev/tcp/localhost/1900' || exit 1"]
      interval: 30s
      timeout: 10s
      retries: 5
      start_period: 60s
--- a/docker-compose.chirpstack.yml
+++ b/docker-compose.chirpstack.yml
@@ -0,0 +1,43 @@
 version: "3.8"
 services:
  chirpstack:
    container_name: smart-city-chirpstack
    image: chirpstack/chirpstack:latest
    command: -c /etc/chirpstack
    restart: unless-stopped
    volumes:
      - ./configuration/chirpstack:/etc/chirpstack:ro
    environment:
      - MQTT_BROKER_HOST=chirpstack-mosquitto-1
      - REDIS_HOST=chirpstack-redis-1
      - POSTGRESQL_HOST=chirpstack-postgres-1
      - DATABASE_URL=postgres://chirpstack:chirpstack@chirpstack-postgres-1/chirpstack?sslmode=disable
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.chirpstack.rule=Host(`chirpstack.digitribe.fr`)"
      - "traefik.http.routers.chirpstack.entrypoints=websecure"
      - "traefik.http.routers.chirpstack.tls.certresolver=letsencrypt"
      - "traefik.http.services.chirpstack.loadbalancer.server.port=8080"
    networks:
      - smartcity-shared
  chirpstack-rest-api:
    container_name: smart-city-chirpstack-rest-api
    image: chirpstack/chirpstack-rest-api:4
    restart: unless-stopped
    command: --server chirpstack:8080 --bind 0.0.0.0:8090 --insecure --cors-origins="*"
    depends_on:
      - chirpstack
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.chirpstack-api.rule=Host(`chirpstack-api.digitribe.fr`)"
      - "traefik.http.routers.chirpstack-api.entrypoints=websecure"
      - "traefik.http.routers.chirpstack-api.tls.certresolver=letsencrypt"
      - "traefik.http.services.chirpstack-api.loadbalancer.server.port=8090"
    networks:
      - smartcity-shared
 networks:
  smartcity-shared:
    external: true
--- a/docker-compose.distribution.yml
+++ b/docker-compose.distribution.yml
@@ -4,6 +4,7 @@
 services:
  pulsar-distribution:
    container_name: smart-city-pulsar-distribution
    environment:
      - PULSAR_HOST=pulsar
      - PULSAR_PORT=6650
--- a/docker-compose.ditto.yml
+++ b/docker-compose.ditto.yml
@@ -0,0 +1,114 @@
 # Eclipse Ditto - Smart City Digital Twin - Martinique
 # Using official Eclipse Ditto images with Akka cluster
 services:
  ditto-mongodb:
    image: mongo:6
    container_name: smart-city-ditto-mongodb
    restart: unless-stopped
    networks:
      traefik-public:
        aliases:
          - ditto-mongodb
    volumes:
      - ditto-mongo-data:/data/db
  ditto-policies:
    image: eclipse/ditto-policies:3.8.0
    container_name: smart-city-ditto-policies
    restart: unless-stopped
    hostname: ditto-policies
    depends_on:
      - ditto-mongodb
    environment:
      - TZ=Europe/Berlin
      - BIND_HOSTNAME=0.0.0.0
      - DITTO_JWT_SECRET=NTOT-Vh8WRKWE52eV8zRiLs3a-gd8YUGSrvm5x2InZc
      - MONGODB_URI=mongodb://smart-city-ditto-mongodb:27017/Policies
      - AKKA_REMOTE_ENABLED=true
      - AKKA_REMOTE_CANONICAL_HOSTNAME=ditto-policies
      - AKKA_REMOTE_CANONICAL_PORT=2551
      - JAVA_TOOL_OPTIONS=-Dditto.mongodb.uri=mongodb://smart-city-ditto-mongodb:27017/Policies -Dditto.mongodb.db-name=Policies
    networks:
      traefik-public:
        aliases:
          - ditto-cluster
          - ditto-policies
  ditto-things:
    image: eclipse/ditto-things:3.8.0
    container_name: smart-city-ditto-things
    restart: unless-stopped
    hostname: ditto-things
    depends_on:
      - ditto-mongodb
      - ditto-policies
    environment:
      - TZ=Europe/Berlin
      - BIND_HOSTNAME=0.0.0.0
      - DITTO_JWT_SECRET=NTOT-Vh8WRKWE52eV8zRiLs3a-gd8YUGSrvm5x2InZc
      - MONGODB_URI=mongodb://smart-city-ditto-mongodb:27017/Things
      - AKKA_REMOTE_ENABLED=true
      - AKKA_REMOTE_CANONICAL_HOSTNAME=ditto-things
      - AKKA_REMOTE_CANONICAL_PORT=2551
      - JAVA_TOOL_OPTIONS=-Dditto.mongodb.uri=mongodb://smart-city-ditto-mongodb:27017/Things -Dditto.mongodb.db-name=Things -Dditto.things.authentication.devops.password=OvP9WVB09aFDnYPyK52UIg
    networks:
      traefik-public:
        aliases:
          - ditto-cluster
          - ditto-things
  ditto-gateway:
    image: eclipse/ditto-gateway:latest
    container_name: smart-city-ditto-gateway
    restart: unless-stopped
    hostname: ditto-gateway
    depends_on:
      - ditto-things
      - ditto-policies
    environment:
      - TZ=Europe/Berlin
      - BIND_HOSTNAME=0.0.0.0
      - DITTO_JWT_SECRET=NTOT-Vh8WRKWE52eV8zRiLs3a-gd8YUGSrvm5x2InZc
      - DITTO_GATEWAY_PROXY_ENABLED=true
      - AKKA_REMOTE_ENABLED=true
      - AKKA_REMOTE_CANONICAL_HOSTNAME=ditto-gateway
      - AKKA_REMOTE_CANONICAL_PORT=2551
      - DITTO_GW_STREAMING_ENABLED=true
      - DITTO_GW_MQTT_BROKER=192.168.192.26:1883
      - DITTO_GW_MQTT_TOPIC_FILTER=smartcity/#
      - DEVOPS_PASSWORD=OvP9WVB09aFDnYPyK52UIg
      - JAVA_TOOL_OPTIONS=-Xms512m -Xmx1024m -Dditto.gateway.http.port=8080 -Dditto.gateway.http.api.enabled=true
      - DITTO_APIDOC_ENABLED=true
      - DITTO_GATEWAY_HTTP_API_ENABLED=true
    networks:
      traefik-public:
        aliases:
          - ditto-cluster
          - ditto-gateway
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.ditto.rule=Host(`ditto.digitribe.fr`)"
      - "traefik.http.routers.ditto.entrypoints=websecure"
      - "traefik.http.routers.ditto.tls.certresolver=letsencrypt"
      - "traefik.http.services.ditto.loadbalancer.server.port=8080"
  ditto-ui:
    image: eclipse/ditto-ui:latest
    container_name: smart-city-ditto-ui
    restart: unless-stopped
    depends_on:
      - ditto-gateway
    networks:
      traefik-public:
        aliases:
          - ditto-ui
 networks:
  traefik-public:
    external: true
  smartcity-shared:
    external: true
 volumes:
  ditto-mongo-data:
    name: smart-city-digital-twin-martinique_ditto-mongo-data
--- a/docker-compose.emqx.yml
+++ b/docker-compose.emqx.yml
@@ -0,0 +1,29 @@
 services:
  emqx:
    image: emqx/emqx:5.4
    container_name: emqx_emqx_1
    restart: unless-stopped
    networks:
      - smartcity-shared
    ports:
      - "1885:1883"
      - "8083:8083"
      - "8883:8883"
      - "8084:8084"
      - "18083:18083"
    environment:
      - EMQX_NAME=emqx
      - EMQX_HOST=emqx_emqx_1
    volumes:
      - emqx-data:/opt/emqx/data
      - emqx-log:/opt/emqx/log
 volumes:
  emqx-data:
    name: smart-city-emqx-data
  emqx-log:
    name: smart-city-emqx-log
 networks:
  smartcity-shared:
    external: true
--- a/docker-compose.influxdb.yml
+++ b/docker-compose.influxdb.yml
@@ -10,7 +10,6 @@ networks:
 volumes:
  influxdb_data:
    external: false
    name: digital-twin_influxdb_data
 services:
  influxdb:
@@ -24,10 +23,10 @@ services:
    environment:
      - DOCKER_INFLUXDB_INIT_MODE=setup
      - DOCKER_INFLUXDB_INIT_USERNAME=admin
-      - DOCKER_INFLUXDB_INIT_PASSWORD=admin1234
+      - DOCKER_INFLUXDB_INIT_PASSWORD=Digitribe972
      - DOCKER_INFLUXDB_INIT_ORG=digitribe
-      - DOCKER_INFLUXDB_INIT_BUCKET=iot_data
+      - DOCKER_INFLUXDB_INIT_BUCKET=smartcity
-      - DOCKER_INFLUXDB_INIT_ADMIN_TOKEN=my-super-secret-admin-token
+      - DOCKER_INFLUXDB_INIT_ADMIN_TOKEN=my-super-token
    volumes:
      - influxdb_data:/var/lib/influxdb2
    restart: unless-stopped
--- a/docker-compose.iot-agent.yml
+++ b/docker-compose.iot-agent.yml
@@ -1,42 +1,113 @@
 # IoT Agent JSON - 3 instances (one per MQTT broker)
 # Usage: docker compose -f docker-compose.yml -f docker-compose.iot-agent.yml up -d
 version: '3.8'
 networks:
  traefik-public:
    external: true
  smartcity-shared:
    external: true
 services:
-  iot-agent:
+  # Instance 1: EMQX
-    container_name: smart-city-iot-agent
+  iot-agent-emqx:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-emqx
    restart: unless-stopped
    environment:
      - IOTA_CB_HOST=fiware-gis-quickstart-orion-1
      - IOTA_CB_PORT=1026
      - IOTA_NORTH_PORT=4041
      - IOTA_REGISTRY_TYPE=mongodb
      - IOTA_MONGO_URL=mongodb://smart-city-mongodb:27017/iotagent
      - IOTA_PROVIDER_URL=http://smart-city-iot-agent:4041
      - IOTA_CB_NGSI_VERSION=ld
    networks:
      - smartcity-shared
      - traefik-public
    ports:
      - "4041:4041"
    environment:
      # Context Broker (Orion-LD)
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      # IoT Agent settings
      - IOTA_NORTH_PORT=4041
      - IOTA_REGISTRY_TYPE=memory
      # MQTT Listener - EMQX
      - IOTA_MQTT_HOST=emqx_emqx_1
      - IOTA_MQTT_PORT=1885
      - IOTA_PROVIDER_URL=http://smart-city-iot-agent-emqx:4041
      - IOTA_DEFAULT_RESOURCE=/
      - IOTA_DEFAULT_APIKEY=smartcity-emqx
    labels:
      - "traefik.enable=true"
-      - "traefik.http.routers.iot-agent.rule=Host(`iot-agent.digitribe.fr`)"
+      - "traefik.http.routers.iot-agent-emqx.rule=Host(`iot-agent-emqx.digitribe.fr`)"
-      - "traefik.http.routers.iot-agent.entrypoints=websecure"
+      - "traefik.http.routers.iot-agent-emqx.entrypoints=websecure"
-      - "traefik.http.routers.iot-agent.tls=true"
+      - "traefik.http.routers.iot-agent-emqx.tls=true"
-      - "traefik.http.services.iot-agent.loadbalancer.server.port=4041"
+      - "traefik.http.services.iot-agent-emqx.loadbalancer.server.port=4041"
-  iot-agent-mongodb:
+  # Instance 2: Mosquitto
-    container_name: smart-city-mongodb
+  iot-agent-mosquitto:
-    image: mongo:4.4
+    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-mosquitto
    restart: unless-stopped
    networks:
      - smartcity-shared
    ports:
      - "4042:4042"
    environment:
      # Context Broker (Orion-LD)
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      # IoT Agent settings
      - IOTA_NORTH_PORT=4042
      - IOTA_REGISTRY_TYPE=memory
      # MQTT Listener - Mosquitto
      - IOTA_MQTT_HOST=mosquitto
      - IOTA_MQTT_PORT=1883
      - IOTA_PROVIDER_URL=http://smart-city-iot-agent-mosquitto:4042
      - IOTA_DEFAULT_RESOURCE=/
      - IOTA_DEFAULT_APIKEY=smartcity-mosquitto
  # MongoDB for IoT Agents
  iot-mongodb:
    image: mongo:4.4
    container_name: smart-city-iot-mongodb
    restart: unless-stopped
    networks:
      - smartcity-shared
    ports:
      - "27017:27017"
    volumes:
-      - mongodb-data:/data/db
+      - iot-mongodb-data:/data/db
    healthcheck:
      test: ["CMD", "mongo", "--eval", "db.adminCommand('ping')"]
      interval: 10s
      timeout: 5s
      retries: 5
  # Instance3: BunkerM (Stellio NGSI-LD)
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    restart: unless-stopped
    networks:
      - smartcity-shared
    ports:
      - "4043:4043"
    environment:
      # Context Broker (Stellio NGSI-LD)
      - IOTA_CB_HOST=stellio-api-gateway
      - IOTA_CB_PORT=8080
      - IOTA_CB_NGSI_VERSION=ld
      # IoT Agent settings
      - IOTA_NORTH_PORT=4043
      - IOTA_REGISTRY_TYPE=memory
      # MQTT Listener - BunkerM
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_PROVIDER_URL=http://smart-city-iot-agent-bunkerm:4043
      - IOTA_DEFAULT_RESOURCE=/
      - IOTA_DEFAULT_APIKEY=smartcity-bunkerm
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 volumes:
-  mongodb-data:
+  iot-mongodb-data:
    external: true
    name: smart-city-digital-twin-martinique_iot-mongodb-data
--- a/docker-compose.metabase.yml
+++ b/docker-compose.metabase.yml
@@ -0,0 +1,71 @@
 # Metabase - BI Dashboard for Smart City Digital Twin
 # Usage: docker compose -f docker-compose.metabase.yml up -d
 # Access: https://metabase.digitribe.fr
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 volumes:
  metabase_data:
    name: smart-city-metabase-data
 services:
  metabase-db:
    image: postgres:15-alpine
    container_name: metabase-postgres
    restart: unless-stopped
    networks:
      - smartcity-shared
    environment:
      POSTGRES_DB: metabase
      POSTGRES_USER: metabase
      POSTGRES_PASSWORD: Digitribe972
    volumes:
      - metabase_data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U metabase"]
      interval: 10s
      timeout: 5s
      retries: 5
  metabase:
    image: metabase/metabase:latest
    container_name: metabase-app
    restart: unless-stopped
    networks:
      - smartcity-shared
      - traefik-public
    depends_on:
      metabase-db:
        condition: service_healthy
    environment:
      MB_DB_TYPE: postgres
      MB_DB_DBNAME: metabase
      MB_DB_PORT: 5432
      MB_DB_USER: metabase
      MB_DB_PASS: Digitribe972
      MB_DB_HOST: metabase-postgres
      MB_SITE_NAME: "Smart City Martinique"
      MB_SITE_URL: "https://metabase.digitribe.fr"
      MB_APPLICATION_DB: "file:/metabase-data/metabase.db"
      MB_ENABLE_PASSWORD_LOGIN: "true"
      MB_ADMIN_EMAIL: admin@digitribe.fr
      MB_ADMIN_PASSWORD: Digitribe972
      MB_JETTY_PORT: 3000
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.metabase.rule=Host(`metabase.digitribe.fr`)"
      - "traefik.http.routers.metabase.entrypoints=websecure"
      - "traefik.http.routers.metabase.tls.certresolver=letsencrypt"
      - "traefik.http.services.metabase.loadbalancer.server.port=3000"
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:3000/api/health || exit 1"]
      interval: 30s
      timeout: 10s
      retries: 5
      start_period: 120s
--- a/docker-compose.mosquitto.yml
+++ b/docker-compose.mosquitto.yml
@@ -0,0 +1,34 @@
 # Mosquitto Broker for Smart City Simulator
 # Usage: docker compose -f docker-compose.yml -f docker-compose.mosquitto.yml up -d
 version: '3.8'
 services:
  mosquitto:
    image: eclipse-mosquitto:latest
    container_name: smart-city-mosquitto
    restart: unless-stopped
    networks:
      - smartcity-shared
      - traefik-public
    ports:
      - "1883:1883"
      - "9001:9001"
    volumes:
      - mosquitto-data:/mosquitto/data
      - mosquitto-logs:/mosquitto/log
    command: mosquitto -c /mosquitto/config/mosquitto.conf
    healthcheck:
      test: ["CMD", "nc", "-z", "localhost", "1883"]
      interval: 30s
      timeout: 10s
      retries: 3
 volumes:
  mosquitto-data:
  mosquitto-logs:
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
--- a/docker-compose.orion-ld.yml
+++ b/docker-compose.orion-ld.yml
@@ -0,0 +1,34 @@
 # Orion Context Broker - Using existing MongoDB
 # Usage: docker compose -f docker-compose.yml -f docker-compose.orion-ld.yml up -d
 version: '3.8'
 services:
  orion-ld:
    image: fiware/orion-ld:latest
    container_name: smart-city-orion-ld
    restart: unless-stopped
    networks:
      smartcity-shared:
        aliases:
          - orion-ld
          - smart-city-orion-ld
      traefik-public:
    command: -dbhost smart-city-iot-mongodb -db orion
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:1026/version || exit 1"]
      interval: 30s
      timeout: 10s
      retries: 5
      start_period: 60s
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.orion-ld.rule=Host(`orion-ld.digitribe.fr`)"
      - "traefik.http.routers.orion-ld.entrypoints=websecure"
      - "traefik.http.routers.orion-ld.tls=true"
      - "traefik.http.services.orion-ld.loadbalancer.server.port=1026"
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
--- a/docker-compose.quantumleap-stellio.yml
+++ b/docker-compose.quantumleap-stellio.yml
@@ -0,0 +1,57 @@
 # QuantumLeap for Stellio - Separate instance
 # Usage: docker compose -f docker-compose.yml -f docker-compose.quantumleap-stellio.yml up -d
 version: '3.8'
 services:
  quantumleap-stellio:
    image: fiware/quantum-leap:latest
    container_name: smart-city-quantumleap-stellio
    restart: unless-stopped
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      - CRATE_HOST=smart-city-cratedb-stellio
      - CRATE_PORT=4200
      - CRATE_DB_NAME=quantumleap_stellio
      - QL_CONFIG_DELETE_POLICY=oasis.settings.STELLIO_DELETE_POLICY
    ports:
      - "8669:8668"
    labels:
      - traefik.enable=true
      - traefik.http.routers.quantum-leap-stellio.rule=Host(`quantum-leap-stellio.digitribe.fr`)
      - traefik.http.services.quantum-leap-stellio.loadbalancer.server.port=8668
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8668/version"]
      interval: 30s
      timeout: 10s
      retries: 3
    depends_on:
      - smart-city-cratedb-stellio
  smart-city-cratedb-stellio:
    image: crate:latest
    container_name: smart-city-cratedb-stellio
    restart: unless-stopped
    networks:
      smartcity-shared:
        aliases:
          - smart-city-cratedb-stellio
    # Ports removed for security - accessed only via Docker network by QuantumLeap
    volumes:
      - smart-city-cratedb-stellio-data:/data
    command: -Ccluster.name=stellio
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:4200/"]
      interval: 30s
      timeout: 10s
      retries: 3
 volumes:
  smart-city-cratedb-stellio-data:
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
--- a/docker-compose.quantumleap.yml
+++ b/docker-compose.quantumleap.yml
@@ -1,15 +1,20 @@
 version: '3.8'
 networks:
  traefik-public:
    external: true
  smartcity-shared:
    external: true
 services:
  redis:
    image: redis:7-alpine
    container_name: smart-city-redis
    networks:
      - smartcity-shared
    healthcheck:
      test: ["CMD", "redis-cli", "ping"]
      interval: 10s
      timeout: 5s
      retries: 5
  cratedb:
    container_name: smart-city-cratedb
    image: crate:5.5
    container_name: smart-city-cratedb
    restart: unless-stopped
    environment:
      - CRATE_HEAP_SIZE=1g
@@ -19,28 +24,54 @@ services:
      - smartcity-shared
    ports:
      - "4200:4200"
-      - "5432:5432"
+    healthcheck:
      test: ["CMD-SHELL", "curl -s -f http://localhost:4200/ > /dev/null || exit 1"]
      interval: 10s
      timeout: 5s
      retries: 5
  quantumleap:
    build:
      context: ./quantumleap
      dockerfile: Dockerfile
    image: quantumleap-patched:latest
    container_name: smart-city-quantumleap
    image: fiware/quantum-leap:latest
    restart: unless-stopped
    environment:
-      - QL_CRATEDB_HOST=smart-city-cratedb
+      - CRATE_HOST=smart-city-cratedb
-      - QL_CRATEDB_PORT=5432
+      - CRATE_PORT=4200
-      - QL_CRATEDB_DB_NAME=quantumleap
+      - CRATE_DB_NAME=quantumleap
-      - QL_LOG_LEVEL=INFO
+      - QL_LOG_LEVEL=DEBUG
      - RQ_MONITOR_REDIS_URL=redis://smart-city-redis:6379
      - REDIS_HOST=smart-city-redis
      - REDIS_PORT=6379
      - WQ_OFFLOAD_WORK=True
      - ORION_HOST=smart-city-orion-ld
      - ORION_PORT=1026
    depends_on:
-      - cratedb
+      cratedb:
        condition: service_healthy
      redis:
        condition: service_healthy
    networks:
      - smartcity-shared
      - traefik-public
    ports:
      - "8668:8668"
    # Le worker est géré en interne par wq (pas besoin de rq worker)
    # Utilisation du command par défaut: python /src/ngsi-timeseries-api/src/app.py
    labels:
      - "traefik.enable=true"
-      - "traefik.http.routers.quantumleap.rule=Host(`quantum-leap.digitribe.fr`)"
+      - "traefik.http.routers.quantumleap.rule=Host(`quantum-leap.digitribe.fr')"
      - "traefik.http.routers.quantumleap.entrypoints=websecure"
      - "traefik.http.routers.quantumleap.tls=true"
-      - "traefik.http.services.quantumleap.loadbalancer.server.port=5000"
+      - "traefik.http.services.quantumleap.loadbalancer.server.port=8668"
 volumes:
  cratedb-data:
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
--- a/docker-compose.redpanda-consumer.yml
+++ b/docker-compose.redpanda-consumer.yml
@@ -1,28 +1,16 @@
 # Redpanda → InfluxDB Consumer
-# Lit les topics Redpanda et écrit dans InfluxDB pour Grafana
+# DÉSACTIVÉ — Redpanda broker non démarré
-version: "3.8"
+# Usage: docker compose -f docker-compose.redpanda-consumer.yml up -d
 services:
  redpanda-consumer:
    image: python:3.11-slim
    container_name: smart-city-redpanda-consumer
-    restart: unless-stopped
+    restart: "no"
    command: >
-      sh -c "pip install requests && python3 /app/consumer.py"
+      sh -c "echo 'Redpanda consumer désactivé — Redpanda broker non démarré' && sleep infinity"
    volumes:
      - ./redpanda/consumer.py:/app/consumer.py:ro
    environment:
      - INFLUX_URL=http://smart-city-influxdb:8086
      - INFLUX_TOKEN=my-super-admin-token
      - INFLUX_ORG=digitribe
      - INFLUX_BUCKET=iot_data
    networks:
      - smartcity-shared
    healthcheck:
      test: ["CMD", "python3", "-c", "import urllib.request; urllib.request.urlopen('http://smart-city-redpanda:9644/public_metrics')"]
      interval: 30s
      timeout: 10s
      retries: 3
 networks:
  smartcity-shared:
--- a/docker-compose.superset.yml
+++ b/docker-compose.superset.yml
@@ -0,0 +1,39 @@
 # Apache Superset - Smart City Digital Twin
 # Uses official apache/superset Docker Hub image
 # Access: https://superset.digitribe.fr
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 volumes:
  superset_home:
 services:
  superset:
    image: apache/superset:latest
    container_name: superset-app
    restart: unless-stopped
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # Use Superset's built-in SQLite for metadata (simplest setup)
      # For production, replace with PostgreSQL
      SUPERSET_SECRET_KEY: superset-secret-key-2024-change-me
    volumes:
      - superset_home:/app/superset_home
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.superset.rule=Host(`superset.digitribe.fr`)"
      - "traefik.http.routers.superset.entrypoints=websecure"
      - "traefik.http.routers.superset.tls.certresolver=letsencrypt"
      - "traefik.http.services.superset.loadbalancer.server.port=8088"
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:8088/health || exit 1"]
      interval: 30s
      timeout: 15s
      retries: 5
      start_period: 120s
--- a/docker-compose.the-things-stack.yml
+++ b/docker-compose.the-things-stack.yml
@@ -0,0 +1,75 @@
 version: "3.8"
 # =============================================================================
 # The Things Stack LoRaWAN Network Server — Smart City Digital Twin
 # =============================================================================
 # Déploiement derrière Traefik avec sous-domaines dédiés
 # Subdomaines:
 #   - tts.digitribe.fr      → Console web (port 1885)
 #   - tts-api.digitribe.fr  → REST API (port 1884)
 # =============================================================================
 services:
  tts-postgres:
    container_name: smart-city-tts-postgres
    image: postgres:14
    restart: unless-stopped
    environment:
      - POSTGRES_PASSWORD=root
      - POSTGRES_USER=root
      - POSTGRES_DB=ttn_lorawan
    volumes:
      - tts-postgres-data:/var/lib/postgresql/data
    networks:
      - smartcity-shared
  tts-redis:
    container_name: smart-city-tts-redis
    image: redis:7
    command: redis-server --appendonly yes
    restart: unless-stopped
    volumes:
      - tts-redis-data:/data
    networks:
      - smartcity-shared
  tts-stack:
    container_name: smart-city-tts-stack
    image: thethingsnetwork/lorawan-stack:latest
    entrypoint: ttn-lw-stack -c /config/ttn-lw-stack-docker.yml
    command: start
    restart: unless-stopped
    depends_on:
      - tts-redis
      - tts-postgres
    volumes:
      - ./configuration/the-things-stack/config:/config:ro
      - ./configuration/the-things-stack/blob:/srv/ttn-lorawan/public/blob
    environment:
      TTN_LW_BLOB_LOCAL_DIRECTORY: /srv/ttn-lorawan/public/blob
      TTN_LW_REDIS_ADDRESS: tts-redis:6379
      TTN_LW_IS_DATABASE_URI: postgres://root:***@tts-postgres:5432/ttn_lorawan?sslmode=disable
    ports:
      - "1701:1700/udp"  # ChirpStack uses 1700
    labels:
      - "traefik.enable=true"
      # Console web
      - "traefik.http.routers.tts-console.rule=Host(`tts.digitribe.fr`)"
      - "traefik.http.routers.tts-console.entrypoints=websecure"
      - "traefik.http.routers.tts-console.tls.certresolver=letsencrypt"
      - "traefik.http.services.tts-console.loadbalancer.server.port=1885"
      # API REST
      - "traefik.http.routers.tts-api.rule=Host(`tts-api.digitribe.fr`)"
      - "traefik.http.routers.tts-api.entrypoints=websecure"
      - "traefik.http.routers.tts-api.tls.certresolver=letsencrypt"
      - "traefik.http.services.tts-api.loadbalancer.server.port=1884"
    networks:
      - traefik-public
      - smartcity-shared
 volumes:
  tts-postgres-data:
  tts-redis-data:
 networks:
  traefik-public:
    external: true
  smartcity-shared:
    external: true
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -9,41 +9,107 @@ networks:
    external: true
  traefik-public:
    external: true
  openremote_default:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    tty: true
    stdin_open: true
    networks:
      - smartcity-shared
      - traefik-public
      - openremote_default
    environment:
      # MQTT Brokers
-      - ENABLE_EMQX=true
+      - ENABLE_EMQX=1
-      - ENABLE_MOSQUITTO=true
+      - ENABLE_MOSQUITTO=1
-      - ENABLE_BUNKER=true
+      - ENABLE_BUNKER=1
-      # Context Brokers
+      - EMQX_HOST=emqx_emqx_1
-      - ENABLE_ORION=true
+      - EMQX_PORT=1883
-      - ENABLE_STELLIO=true
+      - MOSQUITTO_HOST=smart-city-mosquitto-1
-      - ENABLE_FROST=true
+      - MOSQUITTO_PORT=1883
-      # Databases
+      - BUNKERM_HOST=bunkerm-bunkerm-1
-      - ENABLE_INFLUX=true
+      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases (DESACTIVE - Telegraf s'occupe de InfluxDB)
      - ENABLE_INFLUX=false
      - INFLUX_URL=http://smart-city-influxdb:8086
-      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
+      # OpenRemote
      - ENABLE_OPENREMOTE=0
      - OR_MQTT_USER=admin
      - OR_MQTT_PASS=Digitribe972
      - OR_URL=http://openremote-manager:8080
      - OR_REALM=master
      - OR_TOKEN_REALM=master
      - OR_ADMIN_USER=admin
      - OR_ADMIN_PASS=Digitribe972
      - OR_CLIENT_SECRET=0oQjzTfiEELYmj5jFwT4iIuWUDtQDvVa
      # Pulsar (Disabled for stability)
      - ENABLE_PULSAR=false
-      # - PULSAR_HOST=smart-city-pulsar
+      # Redpanda (Disabled)
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
-      - INTERVAL=1
+      - INTERVAL=5
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # GeoJSON Proxy — serves OpenRemote IoT sensor assets as GeoJSON for map display
  geojson-proxy:
    build: ./geojson-proxy
    container_name: smart-city-geojson-proxy
    networks:
      - smartcity-shared
      - traefik-public
      - openremote_default
    environment:
      - OR_URL=http://openremote-manager:8080
      - OR_ADMIN_USER=admin
      - OR_ADMIN_PASS=Digitribe972
      - OR_REALM=master
      - DB_HOST=openremote-postgresql-1
      - DB_PORT=5432
      - DB_NAME=openremote
      - DB_USER=postgres
      - DB_PASS=
    labels:
      - "traefik.enable=true"
      - "traefik.http.routers.geojson-proxy.rule=Host(`geojson-proxy.digitribe.fr`)"
      - "traefik.http.routers.geojson-proxy.entrypoints=websecure"
      - "traefik.http.routers.geojson-proxy.tls.certresolver=letsencrypt"
      - "traefik.http.services.geojson-proxy.loadbalancer.server.port=8080"
    restart: unless-stopped
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
--- a/docker-compose.yml.backup
+++ b/docker-compose.yml.backup
@@ -0,0 +1,80 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # MQTT Brokers - Only BunkerM enabled for stability
      - ENABLE_EMQX=false
      - ENABLE_MOSQUITTO=false
      - ENABLE_BUNKER=true
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
      - ENABLE_PULSAR=false
      # - PULSAR_HOST=smart-city-pulsar
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=1
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker-compose.yml.bak
+++ b/docker-compose.yml.bak
@@ -0,0 +1,80 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # MQTT Brokers - Only BunkerM enabled for stability
      - ENABLE_EMQX=false
      - ENABLE_MOSQUITTO=false
      - ENABLE_BUNKER=true
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
      - ENABLE_PULSAR=false
      # - PULSAR_HOST=smart-city-pulsar
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=1
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker-compose.yml.bak.20260513_075908
+++ b/docker-compose.yml.bak.20260513_075908
@@ -0,0 +1,91 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
  openremote_default:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    tty: true
    stdin_open: true
    networks:
      - smartcity-shared
      - traefik-public
      - openremote_default
    environment:
      # MQTT Brokers - ALL enabled
      - ENABLE_EMQX=1
      - ENABLE_MOSQUITTO=1
      - ENABLE_BUNKER=1
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # OpenRemote
      - ENABLE_OPENREMOTE=1
      - OR_URL=http://openremote_manager_1:8080
      - OR_REALM=master
      - OR_TOKEN_REALM=master
      - OR_ADMIN_USER=admin
      - OR_ADMIN_PASS=Digitribe972
      - OR_CLIENT_SECRET=0oQjzTfiEELYmj5jFwT4iIuWUDtQDvVa
      # Pulsar (Disabled for demo stability)
      - ENABLE_PULSAR=false
      # Redpanda (Disabled)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=5
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker-compose.yml.bak2
+++ b/docker-compose.yml.bak2
@@ -0,0 +1,85 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # MQTT Brokers - Only BunkerM enabled for stability
      - ENABLE_EMQX=false
      - ENABLE_MOSQUITTO=false
      - ENABLE_BUNKER=true
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # OpenRemote
      - ENABLE_OPENREMOTE=true
      - OR_URL=http://openremote_manager_1:8080
      - OR_ADMIN_USER=admin
      - OR_ADMIN_PASS=Digitribe972
      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
      - ENABLE_PULSAR=false
      # - PULSAR_HOST=smart-city-pulsar
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=1
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker-compose.yml.bak3
+++ b/docker-compose.yml.bak3
@@ -0,0 +1,80 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # MQTT Brokers - Only BunkerM enabled for stability
      - ENABLE_EMQX=false
      - ENABLE_MOSQUITTO=false
      - ENABLE_BUNKER=true
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
      - ENABLE_PULSAR=false
      # - PULSAR_HOST=smart-city-pulsar
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=1
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker-compose.yml.orig
+++ b/docker-compose.yml.orig
@@ -0,0 +1,80 @@
 # Smart City Digital Twin Martinique — Main Docker Compose
 # Usage: docker compose -p smart-city up -d
 # This file defines the simulator and includes other services
 version: '3.8'
 networks:
  smartcity-shared:
    external: true
  traefik-public:
    external: true
 services:
  # Smart City Simulator
  simulator:
    build: .
    container_name: smart-city-simulator
    networks:
      - smartcity-shared
      - traefik-public
    environment:
      # MQTT Brokers - Only BunkerM enabled for stability
      - ENABLE_EMQX=false
      - ENABLE_MOSQUITTO=false
      - ENABLE_BUNKER=true
      - BUNKERM_HOST=bunkerm_bunkerm_1
      - BUNKERM_PORT=1900
      # Context Brokers (DESACTIVE - tout passe par les IoT Agents via MQTT)
      - ENABLE_ORION=false
      - ENABLE_STELLIO=false
      - ENABLE_FROST=false
      # Databases
      - ENABLE_INFLUX=true
      - INFLUX_URL=http://smart-city-influxdb:8086
      # Pulsar (Disabled for demo stability - was causing 0.0.0.0:0 errors)
      - ENABLE_PULSAR=false
      # - PULSAR_HOST=smart-city-pulsar
      # - PULSAR_PORT=6650
      # Redpanda (Disabled - troubleshooting)
      - ENABLE_REDPANDA=false
      - REDPANDA_BROKERS=smart-city-redpanda:9092
      # Simulation settings
      - INTERVAL=1
      - LOG_LEVEL=INFO
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  # IoT Agent BunkerM - traduce les msgs MQTT bunker/bunker vers Orion-LD
  iot-agent-bunkerm:
    image: fiware/iotagent-json:latest
    container_name: smart-city-iot-agent-bunkerm
    networks:
      - smartcity-shared
    ports:
      - "4043:4041"
    environment:
      - IOTA_CB_HOST=smart-city-orion-ld
      - IOTA_CB_PORT=1026
      - IOTA_CB_NGSI_VERSION=v2
      - IOTA_REGISTRY_TYPE=memory
      - IOTA_DEFAULT_APIKEY=smartcity-api-key
      - IOTA_MQTT_USERNAME=bunker
      - IOTA_MQTT_PASSWORD=bunker
      - IOTA_MQTT_HOST=bunkerm_bunkerm_1
      - IOTA_MQTT_PORT=1900
      - IOTA_LOG_LEVEL=DEBUG
    restart: unless-stopped
  # InfluxDB (defined in docker-compose.influxdb.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.influxdb.yml up -d
  # Grafana (defined in docker-compose.grafana.yml)
  # Run with: docker compose -f docker-compose.yml -f docker-compose.grafana.yml up -d
  # Pulsar (defined in pulsar/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f pulsar/docker-compose.yml up -d
  # Redpanda (defined in redpanda/docker-compose.yml)
  # Run with: docker compose -f docker-compose.yml -f redpanda/docker-compose.yml up -d
--- a/docker_exporter.py
+++ b/docker_exporter.py
@@ -0,0 +1,63 @@
 #!/usr/bin/env python3
 """Simple Docker metrics exporter for Prometheus"""
 import docker
 from prometheus_client import Gauge, Counter, generate_latest, CONTENT_TYPE_LATEST
 from http.server import HTTPServer, BaseHTTPRequestHandler
 import sys
 # Métriques
 container_cpu_usage = Gauge('docker_container_cpu_usage_seconds_total', 'CPU usage in seconds', ['container', 'image'])
 container_memory_usage = Gauge('docker_container_memory_usage_bytes', 'Memory usage in bytes', ['container', 'image'])
 container_network_rx = Counter('docker_container_network_receive_bytes_total', 'Network receive bytes', ['container', 'image'])
 container_network_tx = Counter('docker_container_network_transmit_bytes_total', 'Network transmit bytes', ['container', 'image'])
 container_status = Gauge('docker_container_status', 'Container status (1=running, 0=stopped)', ['container', 'image'])
 client = docker.from_env()
 class MetricsHandler(BaseHTTPRequestHandler):
    def do_GET(self):
        # Mettre à jour les métriques
        for container in client.containers.list():
            name = container.name
            image = container.image.tags[0] if container.image.tags else 'unknown'
            try:
                stats = container.stats(stream=False)
                # CPU
                cpu_delta = stats['cpu_stats']['cpu_usage']['total_usage'] - stats['precpu_stats']['cpu_usage']['total_usage']
                system_delta = stats['cpu_stats']['system_cpu_usage'] - stats['precpu_stats']['system_cpu_usage']
                if system_delta > 0:
                    cpu_usage = (cpu_delta / system_delta) * stats['cpu_stats'].get('online_cpus', 1)
                    container_cpu_usage.labels(name, image).set(cpu_usage)
                # Memory
                mem_usage = stats['memory_stats']['usage']
                container_memory_usage.labels(name, image).set(mem_usage)
                # Network
                if 'networks' in stats:
                    for iface, data in stats['networks'].items():
                        container_network_rx.labels(name, image).inc(data.get('rx_bytes', 0))
                        container_network_tx.labels(name, image).inc(data.get('tx_bytes', 0))
                # Status
                container_status.labels(name, image).set(1 if container.status == 'running' else 0)
            except Exception as e:
                print(f"Error getting stats for {name}: {e}")
        # Exposer les métriques
        self.send_response(200)
        self.send_header('Content-Type', CONTENT_TYPE_LATEST)
        self.end_headers()
        self.wfile.write(generate_latest())
    def log_message(self, format, *args):
        pass  # Suppress logs
 if __name__ == '__main__':
    port = int(sys.argv[1]) if len(sys.argv) > 1 else 8005
    server = HTTPServer(('0.0.0.0', port), MetricsHandler)
    print(f"Docker metrics exporter listening on port {port}")
    server.serve_forever()
--- a/docs/dashboards/geosmart_city_dashboard_2026-05-26.json
+++ b/docs/dashboards/geosmart_city_dashboard_2026-05-26.json
--- a/docs/geospatial.md
+++ b/docs/geospatial.md
@@ -0,0 +1,73 @@
 # Smart City Digital Twin — Documentation Infrastructure
 > Dernière mise à jour : 2026-05-17 20:00
 ## Architecture Géospatiale
 ### Services déployés
 | Service | URL | Statut | Credentials |
 |---------|-----|--------|-------------|
 | GeoServer | https://geoserver.digitribe.fr | ✅ UP | admin / Digitribe972 |
 | PostGIS dédié | postgis-smartcity:5432 | ✅ UP | smartcity / SmartCity972 |
 | MapStore | https://mapstore.digitribe.fr | ✅ UP | - |
 ### GeoServer
 #### Workspace: `Digitribe`
 - **Data Store**: `postgis-smartcity` → PostgreSQL/PostGIS dédié
 - **Couche**: `sensors` — 55 capteurs IoT importés depuis OpenRemote
 - **WMS/WFS**: Activés via le plugin GeoMesa (à installer)
 #### Données importées
 55 capteurs IoT depuis OpenRemote (table `openremote.asset`, type `IOTSensor`) :
 - Types : traffic, airquality, parking, noise, weather, light
 - Coordonnées GPS : lat/lon (EPSG:4326)
 - Table PostGIS : `public.sensors` (id, name, type, location, attributes)
 ### PostGIS dédié
 - **Conteneur**: postgis-smartcity
 - **Image**: postgis/postgis:15-3.4
 - **Port host**: 5433
 - **Base**: smartcity
 - **Schéma**: public
 - **Table sensors**: 55 lignes, index GIST sur location
 ### MapStore
 - **URL**: https://mapstore.digitribe.fr
 - **CORS**: GeoServer ajouté
 - **Couche GeoServer**: sensors accessible via WMS
 ## Services Bloqués
 ### OpenRemote Agents MQTT
 - **Problème**: API REST retourne 403 malgré tous les tokens Keycloak
 - **Cause**: OpenRemote a son propre système d'authorization indépendant
 - **Solution**: Se connecter manuellement via un navigateur réel
 ### Ditto Digital Twin
 - **Problème**: MongoDB localhost hardcodé dans le JAR Ditto 3.8.12
 - **Cause**: Les variables d'environnement MONGO_HOST ne sont pas reconnues
 - **Solution**: Modifier le JAR ou utiliser un hostname localhost → MongoDB
 ### Prometheus + Grafana
 - **Problème**: Réseau interne inaccessible depuis le conteneur Prometheus
 - **Solution**: Reconfigurer le réseau ou utiliser les endpoints exposés
 ### GeoMesa + KeplerGL
 - **GeoMesa**: Installation complexe (Maven, binaires pré-construits nécessaires)
 - **KeplerGL**: Image Docker incomplète, build npm trop long
 - **Solution**: Prévoir une session dédiée pour l'installation
 ## Fichiers de configuration
 - `docker-compose.postgis.yml` — PostGIS dédié
 - `docker-compose.kepler.yml` — KeplerGL (non fonctionnel)
 - `docker-compose.ditto.yml` — Ditto (MongoDB à corriger)
 - `traefik-config/dynamic/routes.yml` — GeoServer ajouté au CORS MapStore
 ## Prochaines étapes
 1. GeoMesa : télécharger les binaires pré-construits (geomesa-gt-postgis)
 2. KeplerGL : build Docker multi-stage ou image officielle
 3. OpenRemote : connexion manuelle via navigateur réel
 4. Ditto : corriger la config MongoDB
--- a/flink/docker-compose.yml
+++ b/flink/docker-compose.yml
@@ -0,0 +1,48 @@
 # Smart City Digital Twin Martinique — Apache Flink
 # Usage: docker compose -f flink/docker-compose.yml up -d
 # Image officielle Apache Flink 1.20.1 avec digest vérifié
 networks:
  smartcity-shared:
    external: true
 services:
  jobmanager:
    image: apache/flink:1.20.1-scala_2.12-java17@sha256:ecc5785594eff2d94e29e6b116b3124c0cdb3a9c952ebdf38ef0fef90fb9913d
    container_name: flink-jobmanager
    command: jobmanager
    networks:
      - smartcity-shared
    ports:
      - "8081:8081"   # Flink Web UI
    environment:
      - |
        FLINK_PROPERTIES=
        jobmanager.rpc.address: jobmanager
        jobmanager.memory.process.size: 1024m
        taskmanager.memory.process.size: 1024m
        taskmanager.numberOfTaskSlots: 4
        parallelism.default: 2
        rest.port: 8081
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
  taskmanager:
    image: apache/flink:1.20.1-scala_2.12-java17@sha256:ecc5785594eff2d94e29e6b116b3124c0cdb3a9c952ebdf38ef0fef90fb9913d
    container_name: flink-taskmanager
    command: taskmanager
    networks:
      - smartcity-shared
    depends_on:
      - jobmanager
    environment:
      - |
        FLINK_PROPERTIES=
        jobmanager.rpc.address: jobmanager
        taskmanager.memory.process.size: 1024m
        taskmanager.numberOfTaskSlots: 4
        parallelism.default: 2
    restart: unless-stopped
    labels:
      - "traefik.enable=false"
--- a/geojson-proxy/Dockerfile
+++ b/geojson-proxy/Dockerfile
@@ -0,0 +1,5 @@
 FROM python:3.11-slim
 WORKDIR /app
 COPY geojson_proxy.py .
 EXPOSE 8080
 CMD ["python", "geojson_proxy.py"]
--- a/geojson-proxy/geojson_proxy.py
+++ b/geojson-proxy/geojson_proxy.py
@@ -0,0 +1,167 @@
 #!/usr/bin/env python3
 """GeoJSON proxy service for OpenRemote assets map display.
 Fetches all assets with location from OpenRemote REST API and serves them as GeoJSON.
 """
 import json
 import os
 import urllib.request
 import urllib.error
 import urllib.parse
 from http.server import HTTPServer, BaseHTTPRequestHandler
 OR_URL = os.environ.get("OR_URL", "http://openremote_manager_1:8080")
 OR_ADMIN_USER = os.environ.get("OR_ADMIN_USER", "admin")
 OR_ADMIN_PASS = os.environ.get("OR_ADMIN_PASS", "Digitribe972")
 OR_REALM = os.environ.get("OR_REALM", "master")
 OR_CLIENT_SECRET = os.environ.get("OR_CLIENT_SECRET", "0oQjzTfiEELYmj5jFwT4iIuWUDtQDvVa")
 _token_cache = {"token": "", "expires": 0}
 def get_token():
    """Fetch an OpenRemote access token using admin credentials."""
    import time
    if _token_cache["token"] and _token_cache["expires"] > time.time() + 30:
        return _token_cache["token"]
    data = urllib.parse.urlencode({
        "username": OR_ADMIN_USER,
        "password": OR_ADMIN_PASS,
        "grant_type": "password",
        "client_id": "openremote",
        "client_secret": OR_CLIENT_SECRET
    }).encode()
    req = urllib.request.Request(
        f"http://openremote-keycloak-1:8080/auth/realms/{OR_REALM}/protocol/openid-connect/token",
        data=data,
        headers={"Content-Type": "application/x-www-form-urlencoded"},
        method="POST"
    )
    resp = urllib.request.urlopen(req, timeout=10)
    body = json.loads(resp.read())
    _token_cache["token"] = body["access_token"]
    _token_cache["expires"] = time.time() + max(body.get("expires_in", 300) - 60, 30)
    return _token_cache["token"]
 def fetch_assets():
    """Fetch all assets with location from OpenRemote REST API."""
    token = get_token()
    features = []
    # Query all assets with location attribute
    try:
        # Use the asset query API to get all assets with location
        query = json.dumps({
            "attributes": {
                "location": {
                    "value": {"$exists": True}
                }
            }
        }).encode()
        req = urllib.request.Request(
            f"{OR_URL}/api/{OR_REALM}/asset/query",
            data=query,
            headers={
                "Authorization": f"Bearer {token}",
                "Accept": "application/json",
                "Content-Type": "application/json"
            },
            method="POST"
        )
        with urllib.request.urlopen(req, timeout=30) as r:
            assets = json.loads(r.read().decode())
            if not isinstance(assets, list):
                assets = [assets]
    except Exception as e:
        # Fallback: try to get all assets and filter
        try:
            req = urllib.request.Request(
                f"{OR_URL}/api/{OR_REALM}/asset?limit=100",
                headers={"Authorization": f"Bearer {token}", "Accept": "application/json"}
            )
            with urllib.request.urlopen(req, timeout=30) as r:
                assets = json.loads(r.read().decode())
                if not isinstance(assets, list):
                    assets = [assets]
        except Exception as e2:
            return {"type": "FeatureCollection", "features": [], "error": str(e2)}
    for asset in assets:
        try:
            attrs = asset.get("attributes", {})
            location = attrs.get("location", {})
            value = location.get("value") if isinstance(location, dict) else None
            coords = value.get("coordinates") if isinstance(value, dict) else None
            if not coords or len(coords) < 2:
                continue
            props = {
                "id": asset.get("id"),
                "name": asset.get("name", ""),
                "type": asset.get("type", ""),
                "realm": asset.get("realm", ""),
            }
            # Add sensorType for color mapping
            sensor_type = attrs.get("sensorType", {})
            if isinstance(sensor_type, dict):
                props["sensorType"] = sensor_type.get("value", "")
            # Add scalar attribute values
            for attr_name, attr_val in attrs.items():
                if isinstance(attr_val, dict):
                    v = attr_val.get("value")
                    if v is not None and not isinstance(v, (dict, list)):
                        props[attr_name] = v
            # GeoJSON coordinates are [longitude, latitude]
            features.append({
                "type": "Feature",
                "geometry": {"type": "Point", "coordinates": [coords[1], coords[0]]},
                "properties": props
            })
        except Exception:
            continue
    return {"type": "FeatureCollection", "features": features}
 class GeoJSONHandler(BaseHTTPRequestHandler):
    def do_GET(self):
        path = self.path.split("?")[0]
        if path == "/geojson":
            try:
                result = fetch_assets()
                body = json.dumps(result).encode()
                self.send_response(200)
                self.send_header("Content-Type", "application/json")
                self.send_header("Access-Control-Allow-Origin", "*")
                self.send_header("Content-Length", str(len(body)))
                self.end_headers()
                self.wfile.write(body)
            except Exception as e:
                error_body = json.dumps({"error": str(e)}).encode()
                self.send_response(500)
                self.send_header("Content-Type", "application/json")
                self.send_header("Access-Control-Allow-Origin", "*")
                self.send_header("Content-Length", str(len(error_body)))
                self.end_headers()
                self.wfile.write(error_body)
        elif path == "/health":
            body = json.dumps({"status": "ok"}).encode()
            self.send_response(200)
            self.send_header("Content-Type", "application/json")
            self.send_header("Content-Length", str(len(body)))
            self.end_headers()
            self.wfile.write(body)
        else:
            self.send_response(404)
            self.end_headers()
    def log_message(self, format, *args):
        print(f"[geojson-proxy] {args[0]}")
 if __name__ == "__main__":
    server = HTTPServer(("0.0.0.0", 8080), GeoJSONHandler)
    print("[geojson-proxy] Listening on 0.0.0.0:8080")
    server.serve_forever()
--- a/grafana-dashboard-complete.json
+++ b/grafana-dashboard-complete.json
@@ -0,0 +1,377 @@
 {
  "annotations": {
    "list": []
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 1,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "Air Quality - PM2.5 (\u00b5g/m\u00b3)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"airquality\")\n  |> filter(fn: (r) => r[\"_field\"] == \"pm25_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"PM2.5\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "\u00b5g/m\u00b3",
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "yellow",
                "value": 25
              },
              {
                "color": "orange",
                "value": 50
              },
              {
                "color": "red",
                "value": 100
              }
            ]
          }
        }
      }
    },
    {
      "title": "Air Quality - CO (mg/m\u00b3)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 0
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"airquality\")\n  |> filter(fn: (r) => r[\"_field\"] == \"co_mgm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"CO\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "mg/m\u00b3",
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "yellow",
                "value": 5
              },
              {
                "color": "red",
                "value": 15
              }
            ]
          }
        }
      }
    },
    {
      "title": "Traffic - Average Speed (km/h)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 16
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"traffic\")\n  |> filter(fn: (r) => r[\"_field\"] == \"average_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Speed\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "km/h",
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "red",
                "value": null
              },
              {
                "color": "yellow",
                "value": 20
              },
              {
                "color": "green",
                "value": 40
              }
            ]
          }
        }
      }
    },
    {
      "title": "Traffic - Congestion Level",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 16
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"traffic\")\n  |> filter(fn: (r) => r[\"_field\"] == \"congestion_level\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Congestion\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "",
          "min": 0,
          "max": 1,
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "yellow",
                "value": 0.5
              },
              {
                "color": "red",
                "value": 0.8
              }
            ]
          }
        }
      }
    },
    {
      "title": "Parking - Available Spots",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 32
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"parking\")\n  |> filter(fn: (r) => r[\"_field\"] == \"available_spots\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Available\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "spots"
        }
      }
    },
    {
      "title": "Parking - Occupancy (%)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 32
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"parking\")\n  |> filter(fn: (r) => r[\"_field\"] == \"occupancy_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Occupancy\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "percent",
          "min": 0,
          "max": 100
        }
      }
    },
    {
      "title": "Noise Level (dB)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 48
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"noise\")\n  |> filter(fn: (r) => r[\"_field\"] == \"noise_level_db\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Noise\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "dB",
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "yellow",
                "value": 65
              },
              {
                "color": "orange",
                "value": 80
              },
              {
                "color": "red",
                "value": 95
              }
            ]
          }
        }
      }
    },
    {
      "title": "Weather - Temperature (\u00b0C)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 48
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"weather\")\n  |> filter(fn: (r) => r[\"_field\"] == \"temperature_celsius\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Temperature\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "\u00b0C"
        }
      }
    },
    {
      "title": "Light - Brightness (lux)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 64
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"light\")\n  |> filter(fn: (r) => r[\"_field\"] == \"brightness_lux\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Brightness\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "lux"
        }
      }
    },
    {
      "title": "Light - Power Consumption (W)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 64
      },
      "datasource": {
        "type": "influxdb",
        "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"light\")\n  |> filter(fn: (r) => r[\"_field\"] == \"power_consumption_w\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"Power\")",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "W"
        }
      }
    }
  ],
  "schemaVersion": 38,
  "style": "dark",
  "tags": [
    "smart-city",
    "martinique",
    "iot",
    "complete"
  ],
  "templating": {
    "list": []
  },
  "time": {
    "from": "now-1h",
    "to": "now"
  },
  "title": "Smart City Digital Twin - Martinique (COMPLET)",
  "uid": "smartcity-martinique-complete",
  "version": 1
 }
--- a/grafana-dashboard-docker-metrics.json
+++ b/grafana-dashboard-docker-metrics.json
@@ -0,0 +1,155 @@
 {
  "annotations": {
    "list": []
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 1,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "CPU Usage (Docker Containers)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "datasource": {
        "type": "prometheus",
        "uid": "f9ddd651-33ec-4dad-a950-e1375a964315"
      },
      "targets": [
        {
          "expr": "rate(docker_container_cpu_usage_seconds_total[5m]) * 100",
          "legendFormat": "{{container}}",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "percent"
        }
      }
    },
    {
      "title": "Memory Usage (Docker Containers)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 0
      },
      "datasource": {
        "type": "prometheus",
        "uid": "f9ddd651-33ec-4dad-a950-e1375a964315"
      },
      "targets": [
        {
          "expr": "docker_container_memory_usage_bytes / 1024 / 1024 / 1024",
          "legendFormat": "{{container}} (GB)",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "decbytes"
        }
      }
    },
    {
      "title": "Network Receive (Docker Containers)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 16
      },
      "datasource": {
        "type": "prometheus",
        "uid": "f9ddd651-33ec-4dad-a950-e1375a964315"
      },
      "targets": [
        {
          "expr": "rate(docker_container_network_receive_bytes_total[5m]) * 8",
          "legendFormat": "{{container}} RX",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "bps"
        }
      }
    },
    {
      "title": "Network Transmit (Docker Containers)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 16
      },
      "datasource": {
        "type": "prometheus",
        "uid": "f9ddd651-33ec-4dad-a950-e1375a964315"
      },
      "targets": [
        {
          "expr": "rate(docker_container_network_transmit_bytes_total[5m]) * 8",
          "legendFormat": "{{container}} TX",
          "refId": "A"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "bps"
        }
      }
    },
    {
      "title": "Container Status (1=Running, 0=Stopped)",
      "type": "state-timeline",
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 32
      },
      "datasource": {
        "type": "prometheus",
        "uid": "f9ddd651-33ec-4dad-a950-e1375a964315"
      },
      "targets": [
        {
          "expr": "docker_container_status",
          "legendFormat": "{{container}}",
          "refId": "A"
        }
      ]
    }
  ],
  "schemaVersion": 38,
  "style": "dark",
  "tags": [
    "docker",
    "containers",
    "metrics",
    "prometheus"
  ],
  "templating": {
    "list": []
  },
  "time": {
    "from": "now-1h",
    "to": "now"
  },
  "title": "Smart City - Docker Containers Metrics",
  "uid": "smartcity-docker-metrics",
  "version": 1
 }
--- a/grafana-dashboard-fixed.json
+++ b/grafana-dashboard-fixed.json
@@ -0,0 +1,229 @@
 {
  "annotations": {
    "list": []
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "Air Quality - PM2.5",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"airquality\")\n  |> filter(fn: (r) => r[\"_field\"] == \"pm25_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Air Quality - CO",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 0
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"airquality\")\n  |> filter(fn: (r) => r[\"_field\"] == \"co_mgm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Traffic - Average Speed",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 8
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"traffic\")\n  |> filter(fn: (r) => r[\"_field\"] == \"average_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Traffic - Congestion",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 8
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"traffic\")\n  |> filter(fn: (r) => r[\"_field\"] == \"congestion_level\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Parking - Available Spots",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 16
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"parking\")\n  |> filter(fn: (r) => r[\"_field\"] == \"available_spots\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Parking - Occupancy %",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 16
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"parking\")\n  |> filter(fn: (r) => r[\"_field\"] == \"occupancy_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Noise Level (dB)",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 24
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"noise\")\n  |> filter(fn: (r) => r[\"_field\"] == \"noise_level_db\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Weather - Temperature",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 24
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"weather\")\n  |> filter(fn: (r) => r[\"_field\"] == \"temperature_celsius\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Light - Brightness",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 32
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"light\")\n  |> filter(fn: (r) => r[\"_field\"] == \"brightness_lux\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    },
    {
      "title": "Light - Power Consumption",
      "type": "timeseries",
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 32
      },
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"light\")\n  |> filter(fn: (r) => r[\"_field\"] == \"power_consumption_w\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ],
      "datasource": {
        "type": "influxdb",
        "uid": "f9efd4b4-17cd-4ece-b4bc-087ff411051d"
      }
    }
  ],
  "schemaVersion": 38,
  "style": "dark",
  "tags": [
    "smart-city",
    "martinique",
    "iot"
  ],
  "templating": {
    "list": []
  },
  "time": {
    "from": "now-1h",
    "to": "now"
  },
  "title": "Smart City Digital Twin - Martinique (Fixed)",
  "uid": "smartcity-martinique-2026-v2",
  "version": 2
 }
--- a/grafana-dashboard-orion-ld.json
+++ b/grafana-dashboard-orion-ld.json
@@ -0,0 +1,269 @@
 {
  "annotations": {
    "list": []
  },
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "panels": [
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "palette-classic"},
          "custom": {"axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": {"legend": false, "tooltip": false, "vis": false}, "lineInterpolation": "linear", "lineWidth": 2, "pointSize": 5, "scaleDistribution": {"type": "linear"}, "showPoints": "never", "spanNulls": false, "stacking": {"group": "A", "mode": "none"}, "thresholdsStyle": {"mode": "off"}},
          "mappings": [],
          "thresholds": {"mode": "absolute", "steps": [{"color": "green", "value": null}]}
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0},
      "id": 1,
      "options": {"legend": {"calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true}, "tooltip": {"mode": "single"}},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "temperature",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(temperature) as \"temperature\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index",
            "refId": "A"
          }
        }
      ],
      "title": "Température Moyenne (°C)",
      "type": "timeseries"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "palette-classic"},
          "custom": {"axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": {"legend": false, "tooltip": false, "vis": false}, "lineInterpolation": "linear", "lineWidth": 2, "pointSize": 5, "scaleDistribution": {"type": "linear"}, "showPoints": "never", "spanNulls": false, "stacking": {"group": "A", "mode": "none"}, "thresholdsStyle": {"mode": "off"}},
          "mappings": [],
          "thresholds": {"mode": "absolute", "steps": [{"color": "green", "value": null}]}
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0},
      "id": 2,
      "options": {"legend": {"calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true}, "tooltip": {"mode": "single"}},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "no2",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(no2) as \"no2\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index",
            "refId": "A"
          }
        }
      ],
      "title": "NO2 Moyen (µg/m³)",
      "type": "timeseries"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "palette-classic"},
          "custom": {"axisCenteredZero": false, "axisColorMode": "text", "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, "drawStyle": "line", "fillOpacity": 10, "gradientMode": "none", "hideFrom": {"legend": false, "tooltip": false, "vis": false}, "lineInterpolation": "linear", "lineWidth": 2, "pointSize": 5, "scaleDistribution": {"type": "linear"}, "showPoints": "never", "spanNulls": false, "stacking": {"group": "A", "mode": "none"}, "thresholdsStyle": {"mode": "off"}},
          "mappings": [],
          "thresholds": {"mode": "absolute", "steps": [{"color": "green", "value": null}]}
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 8},
      "id": 3,
      "options": {"legend": {"calcs": [], "displayMode": "list", "placement": "bottom", "showLegend": true}, "tooltip": {"mode": "single"}},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "humidity",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(humidity) as \"humidity\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index",
            "refId": "A"
          }
        }
      ],
      "title": "Humidité Moyenne (%)",
      "type": "timeseries"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {"defaults": {"color": {"mode": "thresholds"}}, "overrides": []},
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 8},
      "id": 4,
      "options": {"showHeader": true, "sortBy": [{"desc": true, "displayName": "time_index"}]},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "table",
          "group": [],
          "metricColumn": "entity_id",
          "refId": "A",
          "sql": {
            "columns": [
              {"name": "entity_id", "parameters": []},
              {"name": "time_index", "parameters": []},
              {"name": "temperature", "parameters": []},
              {"name": "no2", "parameters": []},
              {"name": "humidity", "parameters": []}
            ],
            "groupBy": [],
            "limit": "10",
            "orderBy": [{"name": "time_index", "desc": true}],
            "rawQuery": false,
            "rawSql": "SELECT entity_id, time_index, temperature, no2, humidity FROM quantumleap.etairqualityobserved ORDER BY time_index DESC LIMIT 10",
            "refId": "A"
          }
        }
      ],
      "title": "Dernières Mesures",
      "type": "table"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "thresholds"},
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {"mode": "absolute", "steps": [{"color": "green", "value": null}, {"color": "yellow", "value": 50}, {"color": "red", "value": 80}]},
          "unit": "percent"
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 8, "x": 0, "y": 16},
      "id": 5,
      "options": {"orientation": "auto", "reduceOptions": {"calcs": [{"text": "Last", "value": "last"}], "fields": "", "values": false}, "showThresholdLabels": false, "showThresholdMarkers": true, "textMode": "auto"},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "humidity",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(humidity) as \"humidity\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index DESC LIMIT 1",
            "refId": "A"
          }
        }
      ],
      "title": "Humidité Actuelle",
      "type": "gauge"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "thresholds"},
          "mappings": [],
          "max": 100,
          "min": 0,
          "thresholds": {"mode": "absolute", "steps": [{"color": "blue", "value": null}, {"color": "orange", "value": 50}, {"color": "red", "value": 100}]},
          "unit": "density"
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 8, "x": 8, "y": 16},
      "id": 6,
      "options": {"orientation": "auto", "reduceOptions": {"calcs": [{"text": "Last", "value": "last"}], "fields": "", "values": false}, "showThresholdLabels": false, "showThresholdMarkers": true, "textMode": "auto"},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "no2",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(no2) as \"no2\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index DESC LIMIT 1",
            "refId": "A"
          }
        }
      ],
      "title": "NO2 Actuel",
      "type": "gauge"
    },
    {
      "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
      "fieldConfig": {
        "defaults": {
          "color": {"mode": "thresholds"},
          "mappings": [],
          "max": 50,
          "min": 0,
          "thresholds": {"mode": "absolute", "steps": [{"color": "blue", "value": null}, {"color": "orange", "value": 25}, {"color": "red", "value": 40}]},
          "unit": "celsius"
        },
        "overrides": []
      },
      "gridPos": {"h": 8, "w": 8, "x": 16, "y": 16},
      "id": 7,
      "options": {"orientation": "auto", "reduceOptions": {"calcs": [{"text": "Last", "value": "last"}], "fields": "", "values": false}, "showThresholdLabels": false, "showThresholdMarkers": true, "textMode": "auto"},
      "targets": [
        {
          "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
          "format": "time_series",
          "group": [],
          "metricColumn": "temperature",
          "refId": "A",
          "sql": {
            "columns": [],
            "groupBy": [],
            "limit": "",
            "orderBy": [],
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(temperature) as \"temperature\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index DESC LIMIT 1",
            "refId": "A"
          }
        }
      ],
      "title": "Température Actuelle",
      "type": "gauge"
    }
  ],
  "schemaVersion": 38,
  "style": "dark",
  "tags": ["smart-city", "orion-ld", "cratedb", "air-quality"],
  "templating": {"list": []},
  "time": {"from": "now-6h", "to": "now"},
  "title": "Smart City - Orion-LD Pipeline (COMPLET)",
  "uid": "orion-ld-pipeline-final",
  "version": 1
 }
--- a/grafana-dashboard-smartcity.json
+++ b/grafana-dashboard-smartcity.json
@@ -0,0 +1,172 @@
 {
  "annotations": {"list": []},
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "Air Quality — PM2.5 (µg/m³)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/airquality/)\n  |> filter(fn: (r) => r[\"_field\"] == \"pm25_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0}
    },
    {
      "title": "Air Quality — NO2 (µg/m³)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/airquality/)\n  |> filter(fn: (r) => r[\"_field\"] == \"no2_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0}
    },
    {
      "title": "Temperature (°C)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"temperature_celsius\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 8}
    },
    {
      "title": "Humidity (%)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"humidity_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 8}
    },
    {
      "title": "Wind Speed (km/h)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"wind_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16}
    },
    {
      "title": "Rain (mm)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"rain_mm\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16}
    },
    {
      "title": "Traffic — Vehicle Count",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/traffic/)\n  |> filter(fn: (r) => r[\"_field\"] == \"vehicle_count\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 24}
    },
    {
      "title": "Traffic — Avg Speed (km/h)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/traffic/)\n  |> filter(fn: (r) => r[\"_field\"] == \"average_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 24}
    },
    {
      "title": "Parking — Available Spots",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/parking/)\n  |> filter(fn: (r) => r[\"_field\"] == \"available_spots\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 32}
    },
    {
      "title": "Parking — Occupancy (%)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/parking/)\n  |> filter(fn: (r) => r[\"_field\"] == \"occupancy_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 32}
    },
    {
      "title": "Noise Level (dB)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/noise/)\n  |> filter(fn: (r) => r[\"_field\"] == \"noise_level_db\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 40}
    },
    {
      "title": "Light — Brightness (lux)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/light/)\n  |> filter(fn: (r) => r[\"_field\"] == \"brightness_lux\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 40}
    },
    {
      "title": "UV Index",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"uv_index\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 48}
    },
    {
      "title": "Pressure (hPa)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "uid": "influxdb-smartcity"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"pressure_hpa\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 48}
    }
  ],
  "schemaVersion": 36,
  "style": "dark",
  "tags": ["smartcity", "martinique", "iot"],
  "templating": {"list": []},
  "time": {"from": "now-1h", "to": "now"},
  "title": "Smart City Digital Twin — Martinique",
  "uid": "smartcity-martinique-v2",
  "version": 2
 }
--- a/grafana-dashboard-test.json
+++ b/grafana-dashboard-test.json
@@ -0,0 +1,29 @@
 {
  "annotations": {"list": []},
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "TEST - Air Quality PM2.5 (Last 5 min)",
      "type": "timeseries",
      "gridPos": {"h": 8, "w": 24, "x": 0, "y": 0},
      "datasource": {"type": "influxdb", "uid": "dd1bfc24-de9d-4c23-8a3c-151d153f8169"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: -5m)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"airquality\")\n  |> filter(fn: (r) => r[\"_field\"] == \"pm25_ugm3\")\n  |> aggregateWindow(every: 10s, fn: mean, createEmpty: false)\n  |> yield(name: \"mean\")",
          "refId": "A"
        }
      ]
    }
  ],
  "schemaVersion": 38,
  "style": "dark",
  "tags": ["test"],
  "time": {"from": "now-5m", "to": "now"},
  "title": "Smart City - TEST DATA",
  "uid": "smartcity-test-v1",
  "version": 1
 }
--- a/grafana-datasources.yml
+++ b/grafana-datasources.yml
@@ -2,13 +2,18 @@
 apiVersion: 1
 datasources:
-  - name: InfluxDB
+  - name: influxdb-smartcity
    type: influxdb
    access: proxy
-    url: http://docker-influxdb-1:8086
+    url: http://smart-city-influxdb:8086
-    database: iot_data
+    database: smartcity
-    user: admin
+    jsonData:
-    password: digitribe972
+      version: Flux
      organization: digitribe
      defaultBucket: smartcity
      tlsSkipVerify: true
    secureJsonData:
      token: my-super-token
    isDefault: true
    readOnly: false
--- a/grafana-fixed.json
+++ b/grafana-fixed.json
@@ -0,0 +1,40 @@
 {
  "dashboard": {
    "id": 29,
    "uid": "orion-ld-simple",
    "title": "Smart City - Orion-LD FINAL",
    "tags": ["smart-city", "orion-ld", "fixed"],
    "timezone": "browser",
    "panels": [
      {
        "id": 1,
        "type": "timeseries",
        "title": "Température (°C)",
        "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
        "targets": [
          {
            "refId": "A",
            "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(temperature) as \"temp\" FROM quantumleap.etairqualityobserved GROUP BY time_index ORDER BY time_index"
          }
        ]
      },
      {
        "id": 2,
        "type": "table",
        "title": "Dernières Mesures",
        "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
        "targets": [
          {
            "refId": "A",
            "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
            "rawQuery": true,
            "rawSql": "SELECT entity_id, time_index, temperature, no2, humidity FROM quantumleap.etairqualityobserved ORDER BY time_index DESC LIMIT 10"
          }
        ]
      }
    ]
  },
  "overwrite": true
 }
--- a/grafana-simple.json
+++ b/grafana-simple.json
@@ -0,0 +1,26 @@
 {
  "dashboard": {
    "id": null,
    "uid": "orion-ld-simple",
    "title": "Smart City - Orion-LD Simple",
    "tags": ["smart-city", "orion-ld"],
    "timezone": "browser",
    "panels": [
      {
        "id": 1,
        "type": "timeseries",
        "title": "Température",
        "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
        "targets": [
          {
            "refId": "A",
            "datasource": {"type": "postgres", "uid": "d43222c0-ad4e-4c49-9759-f822211e669e"},
            "rawQuery": true,
            "rawSql": "SELECT time_index as \"time\", AVG(temperature) as \"temp\" FROM quantumleap.etairqualityobserved WHERE $__timeFilter(time_index) GROUP BY time_index ORDER BY time_index"
          }
        ]
      }
    ]
  },
  "overwrite": false
 }
--- a/grafana/provisioning/dashboards/smart-city-dashboards.json
+++ b/grafana/provisioning/dashboards/smart-city-dashboards.json
@@ -1,16 +0,0 @@
 {
  "annotations": {"list": []},
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "links": [],
  "panels": [],
  "schemaVersion": 36,
  "style": "dark",
  "tags": ["smart-city"],
  "templating": {"list": []},
  "time": {"from": "now-24h", "to": "now"},
  "title": "Smart City Dashboards",
  "timezone": "Americas/Martinique",
  "uid": "smart-city-dashboards"
 }
--- a/grafana/provisioning/dashboards/smart-city-dashboards.json.bak
+++ b/grafana/provisioning/dashboards/smart-city-dashboards.json.bak
@@ -0,0 +1,172 @@
 {
  "annotations": {"list": []},
  "editable": true,
  "fiscalYearStartMonth": 0,
  "graphTooltip": 0,
  "id": null,
  "links": [],
  "panels": [
    {
      "title": "Air Quality — PM2.5 (µg/m³)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/airquality/)\n  |> filter(fn: (r) => r[\"_field\"] == \"pm25_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 0}
    },
    {
      "title": "Air Quality — NO2 (µg/m³)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/airquality/)\n  |> filter(fn: (r) => r[\"_field\"] == \"no2_ugm3\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 0}
    },
    {
      "title": "Temperature (°C)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"temperature_celsius\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 8}
    },
    {
      "title": "Humidity (%)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"humidity_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 8}
    },
    {
      "title": "Wind Speed (km/h)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"wind_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 16}
    },
    {
      "title": "Rain (mm)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"rain_mm\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 16}
    },
    {
      "title": "Traffic — Vehicle Count",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/traffic/)\n  |> filter(fn: (r) => r[\"_field\"] == \"vehicle_count\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 24}
    },
    {
      "title": "Traffic — Avg Speed (km/h)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/traffic/)\n  |> filter(fn: (r) => r[\"_field\"] == \"average_speed_kmh\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 24}
    },
    {
      "title": "Parking — Available Spots",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/parking/)\n  |> filter(fn: (r) => r[\"_field\"] == \"available_spots\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 32}
    },
    {
      "title": "Parking — Occupancy (%)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/parking/)\n  |> filter(fn: (r) => r[\"_field\"] == \"occupancy_percent\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 32}
    },
    {
      "title": "Noise Level (dB)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/noise/)\n  |> filter(fn: (r) => r[\"_field\"] == \"noise_level_db\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 40}
    },
    {
      "title": "Light — Brightness (lux)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/light/)\n  |> filter(fn: (r) => r[\"_field\"] == \"brightness_lux\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 40}
    },
    {
      "title": "UV Index",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"uv_index\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 0, "y": 48}
    },
    {
      "title": "Pressure (hPa)",
      "type": "timeseries",
      "datasource": {"type": "influxdb", "name": "Influxdb-v2"},
      "targets": [
        {
          "query": "from(bucket:\"smartcity\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"topic\"] =~ /smartcity\\/weather/)\n  |> filter(fn: (r) => r[\"_field\"] == \"pressure_hpa\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n          |> yield(name: \"mean\")"
        }
      ],
      "gridPos": {"h": 8, "w": 12, "x": 12, "y": 48}
    }
  ],
  "schemaVersion": 36,
  "style": "dark",
  "tags": ["smartcity", "martinique", "iot"],
  "templating": {"list": []},
  "time": {"from": "now-1h", "to": "now"},
  "title": "Smart City Digital Twin — Martinique",
  "uid": "smartcity-martinique-v2",
  "version": 2
 }
--- a/grafana/provisioning/datasources/datasources.yml
+++ b/grafana/provisioning/datasources/datasources.yml
@@ -1,9 +1,8 @@
 # Grafana datasources - Smart City Digital Twin Martinique
 # Each datasource is editable and uses the container DNS name in smartcity-shared network
 apiVersion: 1
 datasources:
-  # ── InfluxDB v2 (time-series IoT data) ──────────────────────────────────────
+  # InfluxDB v2 (time-series IoT data)
  - name: InfluxDB-v2
    type: influxdb
    access: proxy
@@ -13,12 +12,12 @@ datasources:
    jsonData:
      version: Flux
      organization: digitribe
-      defaultBucket: iot_data
+      defaultBucket: smartcity
      tlsSkipVerify: true
    secureJsonData:
-      token: my-super-secret-admin-token
+      token: my-super-token
-  # ── FIWARE Orion-LD (NGSI-LD context broker) ────────────────────────────────
+  # FIWARE Orion-LD
  # Requires grafana-simple-json-datasource plugin
  - name: FIWARE Orion
    type: grafana-simple-json-datasource
    access: proxy
@@ -28,8 +27,7 @@ datasources:
      queryURLTemplate: "/ngsi-ld/v1/entities?type={{type}}"
      method: GET
-  # ── GeoServer WMS (spatial data) ────────────────────────────────────────────
+  # GeoServer WMS
  # GeoServer is an external service reachable via its container name
  - name: GeoServer WMS
    type: grafana-simple-json-datasource
    access: proxy
@@ -39,8 +37,7 @@ datasources:
      queryURLTemplate: "/geoserver/wfs?service=WFS&version=2.0&request=GetFeature&typeName={{type}}"
      method: GET
-  # ── FROST-Server (SensorThings API) ──────────────────────────────────────────
+  # FROST-Server
  # Requires grafana-simple-json-datasource plugin
  - name: FROST-Server
    type: grafana-simple-json-datasource
    access: proxy
--- a/helms/README.md
+++ b/helms/README.md
@@ -0,0 +1,246 @@
 # Smart City Martinique - Déploiement Kubernetes
 ## Architecture
 ```
                    ┌─────────────────────────────────────────────────────────┐
                    │                    TRAEFIK (Ingress)                   │
                    │                   ports 80/443                         │
                    └─────────────────────────────────────────────────────────┘
                                          │
        ┌─────────────────────────────────┼─────────────────────────────────┐
        │                                 │                                 │
   ┌────▼────┐  ┌──────────┐  ┌──────────▼──────────┐  ┌─────────────────┐
   │ Airflow │  │  Kafka   │  │   Data & Storage    │  │   Monitoring    │
   │         │  │ Cluster  │  │                     │  │                 │
   │ web     │  │ 3 brokers│  │ PostgreSQL HA       │  │ Prometheus      │
   │ sched   │  │ connect  │  │ Redis Cluster       │  │ Grafana         │
   │ worker  │  │ ui       │  │ MinIO               │  │ Loki            │
   └─────────┘  └──────────┘  │ ClickHouse          │  │ Promtail        │
                              │ StarRocks           │  └─────────────────┘
   ┌──────────┐  ┌──────────┐  │ Trino               │
   │  Flink   │  │  IoT     │  │ Delta Lake          │  ┌─────────────────┐
   │          │  │          │  │ DuckDB              │  │   BI & Analytics │
   │ jobmgr   │  │ EMQX     │  └─────────────────────┘  │                 │
   │ taskmgr  │  │ Mosquitto│                           │ Superset        │
   └──────────┘  │ Node-RED │  ┌─────────────────────┐  │ Metabase        │
                 │ phpIPAM  │  │   Git & Notebooks   │  │ MindsDB         │
   ┌──────────┐  │ ChirpStk │  │                     │  └─────────────────┘
   │   GIS    │  └──────────┘  │ Gitea               │
   │          │                 │ JupyterHub          │  ┌─────────────────┐
   │ MapStore │  ┌──────────┐  │ Zeppelin            │  │   Web Apps      │
   │ GeoServer│  │   ODK    │  └─────────────────────┘  │                 │
   │ FROST    │  │          │                           │ Smart App       │
   │ Stellio  │  │ nginx    │  ┌─────────────────────┐  │ Streamlit       │
   │ FIWARE   │  │ service  │  │   Data Collection   │  │ Kepler          │
   └──────────┘  │ postgres │  │                     │  └─────────────────┘
                 └──────────┘  │ Telegraf            │
                               │ InfluxDB            │
                               │ Simulator           │
                               └─────────────────────┘
 ```
 ## Prérequis
 ### Cluster Kubernetes
 - 3 nœuds minimum (1 master + 2 workers)
 - Kubernetes 1.28+
 - containerd
 - Cilium (CNI)
 ### Serveur NFS
 - 1 serveur NFS pour le stockage persistant
 - Minimum 500Go d'espace disque
 ### Outils
 - kubectl
 - helm
 - ansible 2.15+
 - ansible-galaxy collection install kubernetes.core
 ## Installation
 ### 1. Cloner le repository
 ```bash
 git clone https://gitea.digitribe.fr/eric/smart-city-digital-twin-martinique.git
 cd smart-city-digital-twin-martinique/helms
 ```
 ### 2. Configurer l'inventory
 Éditer `inventory/hosts.yml` avec les IPs de vos nœuds :
 ```yaml
 k8s_masters:
  hosts:
    k8s-master-1:
      ansible_host: "192.168.1.100"
 k8s_workers:
  hosts:
    k8s-worker-1:
      ansible_host: "192.168.1.101"
    k8s-worker-2:
      ansible_host: "192.168.1.102"
 nfs_server:
  hosts:
    nfs-1:
      ansible_host: "192.168.1.200"
 ```
 ### 3. Configurer les variables
 Éditer `group_vars/all.yml` selon vos besoins (ressources, domaines, etc.)
 ### 4. Chiffrer les secrets
 ```bash
 ansible-vault encrypt group_vars/vault.yml
 ```
 ### 5. Déployer
 ```bash
 # Déployer toute la stack
 ansible-playbook deploy.yml --ask-vault-pass
 # Déployer un service spécifique
 ansible-playbook deploy.yml --tags clickhouse --ask-vault-pass
 ansible-playbook deploy.yml --tags trino --ask-vault-pass
 ansible-playbook deploy.yml --tags streamlit --ask-vault-pass
 ansible-playbook deploy.yml --tags kafka --ask-vault-pass
 ansible-playbook deploy.yml --tags monitoring --ask-vault-pass
 ```
 ### 6. Vérifier
 ```bash
 kubectl get pods --all-namespaces
 kubectl get ingress --all-namespaces
 ```
 ## Services déployés
 | Service | Domaine | Namespace | Helm Chart |
 |---------|---------|-----------|------------|
 | Traefik | traefik.digitribe.fr | traefik | traefik/traefik |
 | Airflow | airflow.digitribe.fr | airflow | apache/airflow |
 | Kafka | kafka-bootstrap.digitribe.fr | kafka | strimzi/kafka-operator |
 | Flink | flink.digitribe.fr | flink | apache/flink-kubernetes-operator |
 | ClickHouse | clickhouse.digitribe.fr | clickhouse | bitnami/clickhouse |
 | StarRocks | starrocks.digitribe.fr | starrocks | community/starrocks |
 | Trino | trino.digitribe.fr | trino | trinodb/trino |
 | Delta Lake | deltalake.digitribe.fr | deltalake | custom |
 | Streamlit | streamlit.digitribe.fr | streamlit | custom |
 | DuckDB | duckdb.digitribe.fr | duckdb | custom |
 | EMQX | emqx.digitribe.fr | iot | emqx/emqx-operator |
 | Mosquitto | mqtt.digitribe.fr | iot | custom |
 | Node-RED | nodered.digitribe.fr | iot | custom |
 | phpIPAM | phpipam.digitribe.fr | phpipam | custom |
 | Gitea | gitea.digitribe.fr | gitea | gitea-charts/gitea |
 | JupyterHub | jupyter.digitribe.fr | jupyterhub | jupyterhub/jupyterhub |
 | Superset | superset.digitribe.fr | superset | apache/superset |
 | Metabase | metabase.digitribe.fr | metabase | bitnami/metabase |
 | MindsDB | mindsdb.digitribe.fr | mindsdb | bitnami/mindsdb |
 | ODK Central | odk.digitribe.fr | odk | custom |
 | MapStore | mapstore.digitribe.fr | gis | custom |
 | GeoServer | geoserver.digitribe.fr | gis | custom |
 | Smart App | smartapp.digitribe.fr | smartapp | custom |
 | Smart App API | api-smartapp.digitribe.fr | smartapp | custom |
 | Grafana | grafana.digitribe.fr | monitoring | grafana/grafana |
 | MinIO | minio.digitribe.fr | databases | bitnami/minio |
 | PostgreSQL | — (interne) | databases | bitnami/postgresql-ha |
 | Redis | — (interne) | databases | bitnami/redis-cluster |
 ## Dépendances entre rôles
 ```
 prerequisites → namespaces → storage → traefik → cert-manager
                                          ↓
                    ┌─────────────────────┼─────────────────────┐
                    ↓                     ↓                     ↓
              databases              monitoring              kafka
              (postgres,             (prometheus,            ↓
               redis, minio)          grafana, loki)       flink
                    ↓                     ↓                     ↓
                    └─────────────────────┼─────────────────────┘
                                          ↓
                    ┌─────────────────────┼─────────────────────┐
                    ↓                     ↓                     ↓
                  airflow                 bi                   iot
              gitea jupyterhub      superset metabase      emqx mosquitto
                  odk                mindsdb trino         nodered phpipam
                  gis               clickhouse streamlit
               smartapp             deltalake duckdb
                                          ↓
                                        backup (Velero)
 ```
 ## Commandes utiles
 ```bash
 # Lister tous les pods
 kubectl get pods --all-namespaces
 # Voir les logs d'un pod
 kubectl logs -f <pod-name> -n <namespace>
 # Voir les événements
 kubectl get events --all-namespaces --sort-by='.lastTimestamp'
 # Voir les ingress
 kubectl get ingress --all-namespaces
 # Voir les PVC
 kubectl get pvc --all-namespaces
 # Redéployer un service
 ansible-playbook deploy.yml --tags <service> --ask-vault-pass
 # Supprimer un service
 kubectl delete namespace <namespace>
 # Supprimer toute la stack
 ansible-playbook undeploy.yml
 ```
 ## Troubleshooting
 ### Pod en CrashLoopBackOff
 ```bash
 kubectl describe pod <pod-name> -n <namespace>
 kubectl logs <pod-name> -n <namespace> --previous
 ```
 ### PVC en Pending
 ```bash
 kubectl get storageclass
 kubectl get pv
 kubectl describe pvc <pvc-name> -n <namespace>
 ```
 ### Ingress non accessible
 ```bash
 kubectl get ingress -n <namespace>
 kubectl describe ingress <ingress-name> -n <namespace>
 kubectl logs -f deployment/traefik -n traefik
 ```
 ## Maintenance
 ### Backup
 Les sauvegardes sont configurées via Velero :
 ```bash
 kubectl get schedules -n velero
 kubectl get backups -n velero
 ```
 ### Mise à jour d'un service
 ```bash
 ansible-playbook deploy.yml --tags <service> --ask-vault-pass
 ```
 ### Scaling
 ```bash
 kubectl scale deployment <deployment> --replicas=<n> -n <namespace>
 ```
--- a/helms/deploy.yml
+++ b/helms/deploy.yml
@@ -0,0 +1,77 @@
 ---
 # Playbook principal pour le déploiement Kubernetes
 # Fichier: deploy.yml
 - name: Déploiement Smart City Martinique sur Kubernetes
  hosts: localhost
  connection: local
  gather_facts: false
  vars_files:
    - group_vars/all.yml
    - group_vars/vault.yml
  pre_tasks:
    - name: Vérifier que kubectl est installé
      command: kubectl version --client
      changed_when: false
    - name: Vérifier la connexion au cluster
      command: kubectl cluster-info
      changed_when: false
  roles:
    - role: prerequisites
      tags: [prerequisites]
    - role: namespaces
      tags: [namespaces]
    - role: storage
      tags: [storage]
    - role: traefik
      tags: [traefik, ingress]
    - role: cert-manager
      tags: [cert-manager, tls]
    - role: monitoring
      tags: [monitoring]
    - role: databases
      tags: [databases]
    - role: kafka
      tags: [kafka]
    - role: flink
      tags: [flink]
    - role: airflow
      tags: [airflow]
    - role: iot
      tags: [iot, mqtt]
    - role: gitea
      tags: [gitea]
    - role: jupyterhub
      tags: [jupyterhub]
    - role: bi
      tags: [bi, superset, metabase]
    - role: mindsdb
      tags: [mindsdb]
    - role: odk
      tags: [odk]
    - role: gis
      tags: [gis, mapstore, geoserver, frost]
    - role: clickhouse
      tags: [clickhouse]
    - role: starrocks
      tags: [starrocks]
    - role: trino
      tags: [trino]
    - role: deltalake
      tags: [deltalake]
    - role: streamlit
      tags: [streamlit]
    - role: duckdb
      tags: [duckdb]
    - role: nodered
      tags: [nodered]
    - role: phpipam
      tags: [phpipam]
    - role: smartapp
      tags: [smartapp]
    - role: backup
      tags: [backup]
--- a/helms/group_vars/all.yml
+++ b/helms/group_vars/all.yml
@@ -0,0 +1,535 @@
 ---
 # Variables globales pour le déploiement Kubernetes
 # Fichier: group_vars/all.yml
 # ============================================================
 # Configuration du cluster Kubernetes
 # ============================================================
 cluster_name: smart-city-martinique
 k8s_version: "1.28.0"
 container_runtime: containerd
 network_plugin: cilium
 # ============================================================
 # Configuration réseau
 # ============================================================
 domain: digitribe.fr
 traefik_namespace: traefik
 ingress_class: traefik
 # TLS
 tls_enabled: true
 tls_certresolver: letsencrypt
 acme_email: admin@digitribe.fr
 # ============================================================
 # Storage
 # ============================================================
 storage_class: nfs-client
 nfs_server: "192.168.1.200"
 nfs_path: /data/k8s
 # Persistent Volume sizes
 storage_sizes:
  postgres: 50Gi
  minio: 500Gi
  kafka: 100Gi
  influxdb: 50Gi
  loki: 100Gi
  grafana: 10Gi
  jupyterhub: 20Gi
  gitea: 20Gi
  metabase: 10Gi
  superset: 10Gi
  mindsdb: 20Gi
  odk: 10Gi
  mapstore: 10Gi
  geoserver: 20Gi
  airflow: 20Gi
  flink: 20Gi
  emqx: 10Gi
  mosquitto: 5Gi
  redis: 10Gi
  elasticsearch: 50Gi
 # ============================================================
 # Helm Charts versions
 # ============================================================
 helm_charts:
  traefik:
    chart: traefik/traefik
    version: "28.0.0"
  ingress_nginx:
    chart: ingress-nginx/ingress-nginx
    version: "4.8.0"
  cert_manager:
    chart: jetstack/cert-manager
    version: "1.13.0"
  nfs_provisioner:
    chart: nfs-subdir-external-provisioner/nfs-subdir-external-provisioner
    version: "4.0.18"
  postgresql:
    chart: bitnami/postgresql
    version: "13.2.0"
  postgresql_ha:
    chart: bitnami/postgresql-ha
    version: "12.2.0"
  redis:
    chart: bitnami/redis
    version: "18.0.0"
  minio:
    chart: bitnami/minio
    version: "12.10.0"
  kafka:
    chart: strimzi/kafka-operator
    version: "0.38.0"
  flink:
    chart: apache/flink-kubernetes-operator
    version: "1.7.0"
  airflow:
    chart: apache/airflow
    version: "1.11.0"
  grafana:
    chart: grafana/grafana
    version: "7.0.0"
  loki:
    chart: grafana/loki-stack
    version: "2.9.0"
  prometheus:
    chart: prometheus/kube-prometheus-stack
    version: "51.0.0"
  emqx:
    chart: emqx/emqx-operator
    version: "2.2.0"
  mosquitto:
    chart: k8s-at-home/mosquitto
    version: "4.8.0"
  gitea:
    chart: gitea/gitea
    version: "9.0.0"
  jupyterhub:
    chart: jupyterhub/jupyterhub
    version: "3.0.0"
  superset:
    chart: apache/superset
    version: "0.11.0"
  metabase:
    chart: bitnami/metabase
    version: "0.13.0"
  mindsdb:
    chart: bitnami/mindsdb
    version: "0.1.0"
  odk:
    chart: odk/odk-central
    version: "1.0.0"
  mapstore:
    chart: geosolutionsit/mapstore
    version: "1.0.0"
  geoserver:
    chart: kartoza/geoserver
    version: "2.2.0"
  frost:
    chart: fraunhoferiosb/frost-server
    version: "1.0.0"
  nodered:
    chart: k8s-at-home/node-red
    version: "4.8.0"
  phpipam:
    chart: phpipam/phpipam
    version: "1.0.0"
  clickhouse:
    chart: bitnami/clickhouse
    version: "4.0.0"
  starrocks:
    chart: starrocks/starrocks-community
    version: "1.0.0"
  trino:
    chart: trinodb/trino
    version: "0.10.0"
  deltalake:
    chart: delta-io/delta-lake
    version: "1.0.0"
  streamlit:
    chart: streamlit/streamlit
    version: "1.0.0"
  duckdb:
    chart: duckdb/duckdb
    version: "1.0.0"
  elasticsearch:
    chart: elastic/elasticsearch
    version: "8.11.0"
  kibana:
    chart: elastic/kibana
    version: "8.11.0"
 # ============================================================
 # Services configuration
 # ============================================================
 services:
  airflow:
    enabled: true
    namespace: airflow
    replicas: 2
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  kafka:
    enabled: true
    namespace: kafka
    replicas: 3
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  flink:
    enabled: true
    namespace: flink
    replicas: 2
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  emqx:
    enabled: true
    namespace: iot
    replicas: 3
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  mosquitto:
    enabled: true
    namespace: iot
    replicas: 2
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  postgresql:
    enabled: true
    namespace: default
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  redis:
    enabled: true
    namespace: default
    replicas: 3
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  minio:
    enabled: true
    namespace: default
    replicas: 4
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  grafana:
    enabled: true
    namespace: monitoring
    replicas: 1
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  loki:
    enabled: true
    namespace: monitoring
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  prometheus:
    enabled: true
    namespace: monitoring
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  gitea:
    enabled: true
    namespace: gitea
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  jupyterhub:
    enabled: true
    namespace: jupyterhub
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  superset:
    enabled: true
    namespace: superset
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  metabase:
    enabled: true
    namespace: metabase
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  mindsdb:
    enabled: true
    namespace: mindsdb
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  odk:
    enabled: true
    namespace: odk
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  mapstore:
    enabled: true
    namespace: mapstore
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  geoserver:
    enabled: true
    namespace: geoserver
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  frost:
    enabled: true
    namespace: iot
    replicas: 1
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  nodered:
    enabled: true
    namespace: iot
    replicas: 1
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  phpipam:
    enabled: true
    namespace: phpipam
    replicas: 1
    resources:
      requests:
        cpu: "100m"
        memory: "256Mi"
      limits:
        cpu: "500m"
        memory: "1Gi"
  smartapp:
    enabled: true
    namespace: smartapp
    replicas: 2
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  clickhouse:
    enabled: true
    namespace: clickhouse
    replicas: 1
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  starrocks:
    enabled: true
    namespace: starrocks
    replicas: 1
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  trino:
    enabled: true
    namespace: trino
    replicas: 1
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
  deltalake:
    enabled: true
    namespace: deltalake
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  streamlit:
    enabled: true
    namespace: streamlit
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
  duckdb:
    enabled: true
    namespace: duckdb
    replicas: 1
    resources:
      requests:
        cpu: "250m"
        memory: "512Mi"
      limits:
        cpu: "1000m"
        memory: "2Gi"
 # ============================================================
 # Monitoring
 # ============================================================
 monitoring:
  enabled: true
  namespace: monitoring
  grafana_admin_password: "{{ vault_grafana_password }}"
  prometheus_retention: 30d
  loki_retention: 30d
 # ============================================================
 # Backup
 # ============================================================
 backup:
  enabled: true
  schedule: "0 2 * * *"
  retention: 30
  storage_class: nfs-client
  storage_size: 100Gi
--- a/helms/group_vars/vault.yml
+++ b/helms/group_vars/vault.yml
@@ -0,0 +1,60 @@
 ---
 # Vault Ansible - Variables chiffrées
 # Fichier: group_vars/vault.yml
 # Chiffrer avec: ansible-vault encrypt group_vars/vault.yml
 # PostgreSQL
 vault_postgres_password: "Digitribe972"
 vault_postgres_repmgr_password: "Digitribe972"
 # Redis
 vault_redis_password: "Digitribe972"
 # MinIO
 vault_minio_root_user: "minioadmin"
 vault_minio_root_password: "Digitribe972"
 # Grafana
 vault_grafana_admin_password: "Digitribe972"
 # Airflow
 vault_airflow_fernet_key: "Digitribe972SecretKeyForAirflow2024"
 vault_airflow_admin_password: "Digitribe972"
 # Gitea
 vault_gitea_admin_password: "Digitribe972"
 # Superset
 vault_superset_admin_password: "Digitribe972"
 vault_superset_db_password: "Digitribe972"
 # Metabase
 vault_metabase_db_password: "Digitribe972"
 # MindsDB
 vault_mindsdb_password: "Digitribe972"
 # ClickHouse
 vault_clickhouse_password: "Digitribe972"
 # Trino
 vault_trino_db_password: "Digitribe972"
 # MQTT
 vault_mosquitto_password: "Digitribe972"
 vault_emqx_admin_password: "Digitribe972"
 # phpIPAM
 vault_phpipam_admin_password: "Digitribe972"
 # ODK
 vault_odk_admin_password: "Digitribe972"
 # GeoServer
 vault_geoserver_admin_password: "Digitribe972"
 # MapStore
 vault_mapstore_admin_password: "Digitribe972"
 # StarRocks
 vault_starrocks_root_password: "Digitribe972"
--- a/helms/inventory/hosts.yml
+++ b/helms/inventory/hosts.yml
@@ -0,0 +1,79 @@
 ---
 # Inventory pour le déploiement Kubernetes via Ansible
 # Fichier: inventory/hosts.yml
 all:
  children:
    k8s_masters:
      hosts:
        k8s-master-1:
          ansible_host: "{{ k8s_master_ip | default('192.168.1.100') }}"
          ansible_user: "{{ k8s_user | default('root') }}"
    k8s_workers:
      hosts:
        k8s-worker-1:
          ansible_host: "{{ k8s_worker1_ip | default('192.168.1.101') }}"
          ansible_user: "{{ k8s_user | default('root') }}"
        k8s-worker-2:
          ansible_host: "{{ k8s_worker2_ip | default('192.168.1.102') }}"
          ansible_user: "{{ k8s_user | default('root') }}"
    nfs_server:
      hosts:
        nfs-1:
          ansible_host: "{{ nfs_server_ip | default('192.168.1.200') }}"
          ansible_user: "{{ nfs_user | default('root') }}"
  vars:
    # Configuration globale
    cluster_name: smart-city-martinique
    k8s_version: "1.28"
    container_runtime: containerd
    network_plugin: cilium
    domain: digitribe.fr
    # Namespaces Kubernetes
    namespaces:
      - airflow
      - kafka
      - flink
      - monitoring
      - iot
      - gitea
      - jupyterhub
      - odk
      - smartapp
      - superset
      - metabase
      - mindsdb
      - mapstore
      - geoserver
      - frost
      - nodered
      - phpipam
      - traefik
      - ingress-nginx
      - clickhouse
      - starrocks
      - trino
      - deltalake
      - streamlit
      - duckdb
    # Storage
    storage_class: nfs-client
    nfs_path: /data/k8s
    # Helm repositories
    helm_repos:
      - name: bitnami
        url: https://charts.bitnami.com/bitnami
      - name: apache
        url: https://charts.apache.org
      - name: grafana
        url: https://grafana.github.io/helm-charts
      - name: prometheus
        url: https://prometheus-community.github.io/helm-charts
      - name: strimzi
        url: https://strimzi.io/charts/
      - name: flink-operator
        url: https://downloads.apache.org/flink/flink-kubernetes-operator-1.7.0/
--- a/helms/roles/airflow/defaults/main.yml
+++ b/helms/roles/airflow/defaults/main.yml
@@ -0,0 +1,19 @@
 ---
 # Role: airflow
 # Valeurs par défaut pour Apache Airflow
 # Réplicas des workers Airflow
 services:
  airflow:
    replicas: 2
    resources:
      requests:
        cpu: "500m"
        memory: "1Gi"
      limits:
        cpu: "2000m"
        memory: "4Gi"
 # Stockage des logs Airflow
 storage_sizes:
  airflow: "20Gi"
--- a/helms/roles/airflow/meta/main.yml
+++ b/helms/roles/airflow/meta/main.yml
@@ -0,0 +1,13 @@
 ---
 galaxy_info:
  author: Eric FELIXINE
  description: Deploy Apache Airflow for workflow orchestration on Kubernetes
  license: MIT
  min_ansible_version: "2.15"
  platforms:
    - name: Kubernetes
      versions:
        - "1.28"
 dependencies:
  - role: databases
  - role: kafka
--- a/Show More
+++ b/Show More
		`@@ -0,0 +1,2 @@`
							`CHIRP_USER=chirpstack`
							`CHIRP_PASS=chirpstack`
		`@@ -0,0 +1,2 @@`
							`DITTO_JWT_SECRET=NTOT-Vh8WRKWE52eV8zRiLs3a-gd8YUGSrvm5x2InZc`
							`DEVOPS_PASSWORD=OvP9WVB09aFDnYPyK52UIg`
		`@@ -0,0 +1,2 @@`
							`#!/bin/sh`
							`exec java -Dconfig.file=/opt/ditto/gateway.conf -jar /opt/ditto/ditto-gateway-service-3.8.12-allinone.jar`
		`@@ -0,0 +1,2 @@`
							`-- Initialize ChirpStack database`
							`CREATE DATABASE IF NOT EXISTS chirpstack;`