style(infra): reflow un commentaire du compose Airflow à 100 colonnes

docs(architecture): décrit les composants Airflow 3
Quatre services au lieu de trois (api-server, dag-processor), le secret JWT partagé et le choix du FabAuthManager. Le Python 3.12 d'etl/airflow est celui de l'image retenue, plus une limite d'Airflow.
2026-09-22 09:01:07 +02:00 · 2026-09-22 09:01:07 +02:00 · 2026-09-22 09:01:07 +02:00 · 2026-09-22 09:01:07 +02:00 · 2026-09-22 09:01:07 +02:00 · 2026-09-22 09:01:07 +02:00
22 changed files with 733 additions and 797 deletions
@@ -29,15 +29,18 @@ APP_MOCK_API_USERNAME=change_me
 APP_MOCK_API_PASSWORD=change_me
 APP_MOCK_API_TIMEOUT_SECONDS=10

-# Airflow (webserver + scheduler, LocalExecutor). Base de métadonnées dédiée `airflow` dans le
+# Airflow (api-server + scheduler + dag-processor, LocalExecutor). Base de métadonnées dédiée `airflow` dans le
 # même conteneur `db` (cf. db/init/120-airflow-database.sql), pas un conteneur de plus.
 AIRFLOW_PORT=8080
 # Chiffre les connexions/variables stockées par Airflow. Générer la vôtre :
 # python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"
 AIRFLOW_FERNET_KEY=change_me
-# Clé Flask du webserver Airflow (signature de session), distincte de la précédente. Générer la
+# Clé de session de l'api-server Airflow, distincte de la précédente. Générer la
 # vôtre : python -c "import secrets; print(secrets.token_urlsafe(48))"
-AIRFLOW_WEBSERVER_SECRET_KEY=change_me
+AIRFLOW_API_SECRET_KEY=change_me
+# Secret des jetons JWT entre scheduler, tâches et api-server (conteneurs distincts, le secret
+# doit être partagé). Même générateur que ci-dessus.
+AIRFLOW_JWT_SECRET=change_me
 AIRFLOW_ADMIN_USERNAME=admin
 # Compte Airflow créé au premier démarrage (service `airflow-init`), sans rapport avec les
 # comptes `app_user` d'EnerVision.
@@ -1,8 +1,9 @@
 name: Airflow

 # Piège : la version de Python vient de etl/airflow/.python-version. C'est 3.12 et non 3.14
-# (contrairement à backend.yml et ml.yml) : apache-airflow 2.10 ne supporte pas 3.14. Le 3.14 de
-# ml/ ne vit que dans l'image Docker, dans son propre environnement (cf. etl/airflow/Dockerfile).
+# (contrairement à backend.yml et ml.yml) : celui de l'image apache/airflow retenue, et les tests
+# doivent tourner sur le même interpréteur qu'elle. Le 3.14 de ml/ ne vit que dans l'image
+# Docker, dans son propre environnement (cf. etl/airflow/Dockerfile).
 #
 # Piège : l'image COPY les fichiers de dépendances et le code de ml/ et de apps/backend/. Une
 # modification de l'un ou de l'autre peut donc casser sa construction, d'où ces chemins dans
@@ -47,10 +48,10 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: etl/airflow/uv.lock
@@ -78,7 +79,7 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Construit l'image (contexte à la racine, elle COPY ml/ et apps/backend/)
        run: docker build -f etl/airflow/Dockerfile -t enervision-airflow:ci .
@@ -30,10 +30,10 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: apps/backend/uv.lock
@@ -90,10 +90,10 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: apps/backend/uv.lock
@@ -126,10 +126,10 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: apps/backend/uv.lock
@@ -150,12 +150,12 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      # Pourquoi : pas de cache ici. uvx n'installe pas le projet, le verrou n'alimente donc
      # aucune clé de cache ; la seule roue téléchargée est celle de Bandit.
      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7

      # Pourquoi : le périmètre est `app`, le code livré. Les tests emploient légitimement des
      # secrets factices et des `assert` que Bandit signalerait sans qu'aucun n'atteigne la prod.
@@ -17,10 +17,10 @@ jobs:
  build:
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-node@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-node@v7
        with:
-          node-version: 24
+          node-version: 26
          cache: npm
          cache-dependency-path: apps/frontend/package-lock.json

@@ -33,10 +33,10 @@ jobs:
    name: Audit des dépendances
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-node@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-node@v7
        with:
-          node-version: 24
+          node-version: 26
      # Seuil high : une vulnérabilité moderate de devDependency ne doit pas bloquer une livraison.
      - run: npm audit --audit-level=high --package-lock-only
        working-directory: apps/frontend
@@ -45,10 +45,10 @@ jobs:
    needs: build
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-node@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-node@v7
        with:
-          node-version: 24
+          node-version: 26
          cache: npm
          cache-dependency-path: apps/frontend/package-lock.json
      - name : Installation des dépendances (Front)
@@ -58,7 +58,7 @@ jobs:
        run: npm test --watch=false --code-coverage --coverageReporters=lcov
        working-directory: apps/frontend
      - name: Upload coverage
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
        with:
          name: frontend-coverage
          path: apps/frontend/coverage/frontend/lcov.info
@@ -30,10 +30,10 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: ml/uv.lock
@@ -67,12 +67,12 @@ jobs:

    steps:
      - name: Récupère le dépôt
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7

      # Pourquoi : pas de cache ici. uvx n'installe pas le projet, le verrou n'alimente donc
      # aucune clé de cache ; la seule roue téléchargée est celle de Bandit.
      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7

      - name: Analyse le code livré (bloquant à partir de MEDIUM)
        run: uvx bandit==1.9.4 --recursive enervision_ml --severity-level medium --confidence-level medium
@@ -24,10 +24,10 @@ jobs:
  build-front:
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-node@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-node@v7
        with:
-          node-version: 24
+          node-version: 26
          cache: npm
          cache-dependency-path: apps/frontend/package-lock.json
      
@@ -40,10 +40,10 @@ jobs:
    needs: build-front
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
-      - uses: actions/setup-node@v6
+      - uses: actions/checkout@v7
+      - uses: actions/setup-node@v7
        with:
-          node-version: 24
+          node-version: 26
          cache: npm
          cache-dependency-path: apps/frontend/package-lock.json

@@ -56,7 +56,7 @@ jobs:
        working-directory: apps/frontend

      - name: Upload coverage
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
        with:
          name: frontend-coverage
          path: apps/frontend/coverage/frontend/lcov.info
@@ -64,9 +64,9 @@ jobs:
  build-back:
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: apps/backend/uv.lock
@@ -95,9 +95,9 @@ jobs:
    needs: build-back
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: apps/backend/uv.lock
@@ -107,7 +107,7 @@ jobs:
        working-directory: apps/backend

      - name: Upload coverage
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
        with:
          name: backend-coverage
          path: apps/backend/coverage.xml
@@ -115,9 +115,9 @@ jobs:
  test-ml:
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
      - name: Installe uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v7
        with:
          enable-cache: true
          cache-dependency-glob: ml/uv.lock
@@ -135,7 +135,7 @@ jobs:
        working-directory: ml

      - name: Upload coverage
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
        with:
          name: ml-coverage
          path: ml/coverage.xml
@@ -143,23 +143,26 @@ jobs:
  sonarqube:
    needs: [build-front, build-back, test-front, test-back, test-ml]
    name: SonarQube
+    # Pourquoi : GitHub ne fournit pas les secrets aux workflows lancés par dependabot[bot].
+    # Sans SONAR_TOKEN le scan échoue sans rien analyser ; build et tests restent joués.
+    if: github.actor != 'dependabot[bot]'
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
        with:
          fetch-depth: 0
      - name: Téléchargement du rapport de couverture (Front)
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v8
        with:
          name: frontend-coverage
          path: apps/frontend/coverage/frontend
      - name: Téléchargement du rapport de couverture (Back)
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v8
        with:
          name: backend-coverage
          path: apps/backend
      - name: Téléchargement du rapport de couverture (ML)
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v8
        with:
          name: ml-coverage
          path: ml
@@ -108,12 +108,12 @@ airflow-test: ## Verifie que les DAGs s'importent sans erreur et ont la structur

 airflow-check: airflow-lint airflow-test ## Chaîne de vérification complète des DAGs Airflow

-airflow-up: ## Démarre Airflow (webserver + scheduler, LocalExecutor). db-up requis avant.
-	docker compose up -d airflow-init airflow-webserver airflow-scheduler
+airflow-up: ## Démarre Airflow (api-server + scheduler + dag-processor, LocalExecutor). db-up requis avant.
+	docker compose up -d airflow-init airflow-apiserver airflow-scheduler airflow-dag-processor
 	@echo "airflow  -> http://localhost:$${AIRFLOW_PORT:-8080}"

-airflow-down: ## Arrête le webserver et le scheduler Airflow
-	docker compose stop airflow-webserver airflow-scheduler
+airflow-down: ## Arrête l'api-server, le scheduler et le dag-processor Airflow
+	docker compose stop airflow-apiserver airflow-scheduler airflow-dag-processor

 airflow-logs: ## Suit les journaux du scheduler Airflow (où tournent les tâches, LocalExecutor)
 	docker compose logs -f airflow-scheduler
@@ -9,8 +9,10 @@ series temporelles energetiques, deployee sur une machine on-premise.
 |-------|----------------------------------------------------------|
 | J1    | Valider la préparation de l'environnement et du repo     |
 | J2    | Valider le périmètre retenu et les choix technologiques  |
-| J3    | Valider l'architecture et la gestion de la sécurité      |
-| J4    | Valider la robustesse et assurer les livrables           |
+| J3    | Ingestion & backend                                      |
+| J4    | Architecture, sécurité & frontend                        |
+| J5    | Valider la robustesse et assurer les livrables           |
+| J6    | Amélioration possible                                    |

 Ce que la documentation apporte à chacun : [docs/architecture/00-vue-ensemble.md](docs/architecture/00-vue-ensemble.md).

@@ -18,15 +20,15 @@ Ce que la documentation apporte à chacun : [docs/architecture/00-vue-ensemble.m

 | Domaine    | Technologie                         | Emplacement         | Etat          |
 |------------|-------------------------------------|---------------------|---------------|
-| Backend    | FastAPI, Python 3.14                | `apps/backend`      | Initialise    |
-| Frontend   | Angular 22, Node 24 LTS             | `apps/frontend`     | Tableau de bord |
-| Base       | PostgreSQL 17 + TimescaleDB         | `db`                | Initialise    |
+| Backend    | FastAPI, Python 3.14                | `apps/backend`      | En place    |
+| Frontend   | Angular 22, Node 24 LTS             | `apps/frontend`     | En place |
+| Base       | PostgreSQL 17 + TimescaleDB         | `db`                | En place    |
 | ETL        | Apache Airflow                      | `etl/airflow`       | Trois DAGs    |
 | Infra      | Terraform (k3s single-node)         | `infra/terraform`   | Initialise    |
 | Reverse proxy | Nginx, TLS                       | `infra/proxy`       | En place      |
-| CI/CD      | GitHub Actions                      | `.github/workflows` | Backend en place |
+| CI/CD      | GitHub Actions                      | `.github/workflows` | En place |
 | Monitoring | Prometheus, Grafana, Alertmanager   | `monitoring`        | A initialiser |
-| ML         | LightGBM, MLflow                    | `ml`                | Entrainement initialise |
+| ML         | LightGBM, MLflow                    | `ml`                | En place |

 Le backend, la base et l'infrastructure (Terraform/k3s) sont initialises a ce stade. Le frontend
 sert un tableau de bord sur `/dashboard`, dont les données proviennent de fixtures : les endpoints
@@ -655,31 +655,31 @@ wheels = [

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+version = "3.0.6"
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    { name = "python-dateutil" },
    { name = "tzdata", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
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 ]

 [[package]]
@@ -3,7 +3,7 @@
 # ==================

 # Image pour frontend
-FROM node:24-alpine3.22 AS builder
+FROM node:26-alpine3.22 AS builder

 WORKDIR /app

@@ -1,4 +1,4 @@
-- Base de metadonnees Airflow (webserver + scheduler, LocalExecutor). Separee de la base
+-- Base de metadonnees Airflow (api-server + scheduler + dag-processor, LocalExecutor). Separee de la base
 -- applicative : les tables internes d'Airflow (dag_run, task_instance, ...) n'ont rien a faire
 -- dans le schema metier. Meme conteneur Postgres que `enervision`/`enervision_test` plutot qu'un
 -- service dedie, pour ne pas ajouter un conteneur de plus (issue #115).
@@ -17,7 +17,7 @@ services:
    ports: !override
      - "127.0.0.1:${MAILPIT_UI_PORT:-8025}:8025"

-  airflow-webserver:
+  airflow-apiserver:
    ports: !override
      - "127.0.0.1:${AIRFLOW_PORT:-8080}:8080"

@@ -5,9 +5,9 @@

 name: enervision

-# Piege : LocalExecutor fait tourner les taches comme sous-processus du scheduler, jamais du
-# webserver. `airflow_ml_state` (modele entraine, magasin MLflow) n'a donc besoin d'etre monte
-# que sur `airflow-scheduler` en pratique, mais reste partage avec le webserver pour que ce
+# Piege : LocalExecutor fait tourner les taches comme sous-processus du scheduler, jamais de
+# l'api-server. `airflow_ml_state` (modele entraine, magasin MLflow) n'a donc besoin d'etre monte
+# que sur `airflow-scheduler` en pratique, mais reste partage avec l'api-server pour que ce
 # dernier puisse au besoin l'inspecter sans en devenir dependant.
 x-airflow-common: &airflow-common
  build:
@@ -19,9 +19,16 @@ x-airflow-common: &airflow-common
    # Piege : pas de `:?` sur les secrets Airflow. Compose interpole le fichier entier avant de
    # filtrer les services : une variable requise manquante casserait aussi `make db-up`,
    # `make dev`... pour quiconque n'a pas encore complete son `.env`. Le refus est porte par
-    # `airflow-init` (ci-dessous), dont `webserver` et `scheduler` dependent.
+    # `airflow-init` (ci-dessous), dont `api-server`, `dag-processor` et `scheduler` dependent.
    AIRFLOW__CORE__FERNET_KEY: ${AIRFLOW_FERNET_KEY:-}
-    AIRFLOW__WEBSERVER__SECRET_KEY: ${AIRFLOW_WEBSERVER_SECRET_KEY:-}
+    AIRFLOW__API__SECRET_KEY: ${AIRFLOW_API_SECRET_KEY:-}
+    # Signe les jetons entre scheduler, tâches et api-server. Conteneurs distincts : un secret
+    # généré au démarrage ne serait pas partagé, il doit venir du .env.
+    AIRFLOW__API_AUTH__JWT_SECRET: ${AIRFLOW_JWT_SECRET:-}
+    AIRFLOW__CORE__EXECUTION_API_SERVER_URL: http://airflow-apiserver:8080/execution/
+    # FabAuthManager plutôt que le SimpleAuthManager par défaut d'Airflow 3 : seul le provider
+    # FAB sait créer le compte admin que `airflow-init` pose via `_AIRFLOW_WWW_USER_*`.
+    AIRFLOW__CORE__AUTH_MANAGER: airflow.providers.fab.auth_manager.fab_auth_manager.FabAuthManager
    AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://${POSTGRES_USER}:${POSTGRES_PASSWORD}@db:5432/airflow
    # Role `enervision_ml` dedie pas encore provisionne (dette assumee, cf. ADR 0003) :
    # memes identifiants que le backend en attendant.
@@ -110,11 +117,11 @@ services:
  # Conteneur unique, jamais redemarre. La migration et la creation du premier compte sont
  # portees par l'entrypoint de l'image (`_AIRFLOW_DB_MIGRATE`, `_AIRFLOW_WWW_USER_*`), qui porte
  # aussi leur code de sortie : une migration ratee (ex. base `airflow` absente sur un volume
-  # `pgdata` deja peuple) fait echouer ce service, et `webserver`/`scheduler`, qui attendent son
-  # succes, ne demarrent pas sur une base non migree. Le mot de passe passe par l'environnement,
-  # jamais par `argv` (ni `ps`, ni `docker compose config`).
+  # `pgdata` deja peuple) fait echouer ce service, et api-server, dag-processor et scheduler,
+  # qui attendent son succes, ne demarrent pas sur une base non migree. Le mot de passe passe
+  # par l'environnement, jamais par `argv` (ni `ps`, ni `docker compose config`).
  # Sans mot de passe, l'entrypoint refuse lui-meme de creer le compte ; la commande ci-dessous
-  # refuse en plus les deux cles de chiffrement vides.
+  # refuse en plus les cles et secrets vides.
  airflow-init:
    <<: *airflow-common
    restart: "no"
@@ -134,13 +141,14 @@ services:
      - |
        set -euo pipefail
        : "$${AIRFLOW__CORE__FERNET_KEY:?AIRFLOW_FERNET_KEY manquant dans .env}"
-        : "$${AIRFLOW__WEBSERVER__SECRET_KEY:?AIRFLOW_WEBSERVER_SECRET_KEY manquant dans .env}"
+        : "$${AIRFLOW__API__SECRET_KEY:?AIRFLOW_API_SECRET_KEY manquant dans .env}"
+        : "$${AIRFLOW__API_AUTH__JWT_SECRET:?AIRFLOW_JWT_SECRET manquant dans .env}"
        : "$${APP_SECRET_KEY:?AIRFLOW_APP_SECRET_KEY manquant dans .env}"
        exec airflow version

-  airflow-webserver:
+  airflow-apiserver:
    <<: *airflow-common
-    command: webserver
+    command: api-server
    ports:
      - "${AIRFLOW_PORT:-8080}:8080"
    depends_on:
@@ -149,7 +157,7 @@ services:
      airflow-init:
        condition: service_completed_successfully
    healthcheck:
-      test: ["CMD", "curl", "--fail", "http://localhost:8080/health"]
+      test: ["CMD", "curl", "--fail", "http://localhost:8080/api/v2/monitor/health"]
      interval: 30s
      timeout: 10s
      retries: 5
@@ -164,6 +172,16 @@ services:
      airflow-init:
        condition: service_completed_successfully

+  # Obligatoire depuis Airflow 3 : le scheduler ne parse plus les fichiers de dags/ lui-même.
+  airflow-dag-processor:
+    <<: *airflow-common
+    command: dag-processor
+    depends_on:
+      db:
+        condition: service_healthy
+      airflow-init:
+        condition: service_completed_successfully
+
 volumes:
  pgdata:
  airflow_logs:
@@ -48,20 +48,28 @@ Trois pièges sont documentés en tête du `docker-compose.yml`, ils ne se devin
 - `db/init` est monté **fichier par fichier**. Monter le dossier masquerait les scripts d'init de
  l'image, dont `timescaledb-tune`. Ajouter un fichier dans `db/init/` impose donc une ligne dans
  le compose. Voir [`db/README.md`](../../db/README.md).
- `LocalExecutor` exécute les tâches comme sous-processus du **scheduler**, jamais du webserver :
+- `LocalExecutor` exécute les tâches comme sous-processus du **scheduler**, jamais de l'api-server :
  c'est le scheduler qui a besoin du volume `airflow_ml_state` (modèle, magasin MLflow).

 ### Airflow (issues #115 et #116)

-Trois services, `docker compose profiles` non utilisés (démarrage explicite via `make
+Quatre services (Airflow 3.3), `docker compose profiles` non utilisés (démarrage explicite via `make
 airflow-up`, pas dans `make dev`) :

 | Service | Rôle | Points notables |
 |---|---|---|
-| `airflow-init` | Migre la base de métadonnées, crée le compte admin | Conteneur jetable (`restart: "no"`), ne redémarre jamais. `webserver`/`scheduler` attendent qu'il se termine avec succès |
-| `airflow-webserver` | UI, port `8080` | `LocalExecutor` : n'exécute aucune tâche lui-même |
+| `airflow-init` | Migre la base de métadonnées, crée le compte admin | Conteneur jetable (`restart: "no"`), ne redémarre jamais. `api-server`, `dag-processor` et `scheduler` attendent qu'il se termine avec succès |
+| `airflow-apiserver` | UI et API REST (`/api/v2`), port `8080` | `LocalExecutor` : n'exécute aucune tâche lui-même. Sert aussi l'Execution API que les tâches appellent, d'où le secret JWT partagé |
+| `airflow-dag-processor` | Parse `dags/` et publie les DAGs sérialisés | Composant à part entière depuis Airflow 3 : le scheduler ne lit plus les fichiers de DAG |
 | `airflow-scheduler` | Planifie et **exécute** les tâches (`LocalExecutor`) | Les DAGs y tournent en sous-processus (`uv run --no-sync python -m ...`), c'est lui qui a besoin du volume `airflow_ml_state` |

+Airflow 3 impose deux choses que le compose reflète : les tâches ne touchent plus la base de
+métadonnées et passent par l'Execution API de l'`api-server`, avec un jeton signé par
+`AIRFLOW_JWT_SECRET` (secret partagé entre conteneurs, jamais celui généré au démarrage) ; et
+l'authentification par défaut (`SimpleAuthManager`) ne sait pas créer de compte, d'où le
+`FabAuthManager` qui garde le compte admin posé par `airflow-init`. Pas de `triggerer` : aucun
+opérateur déférable dans les DAGs.
+
 Construits depuis `etl/airflow/Dockerfile`, contexte `.` (racine du repo, pas `etl/airflow/`) :
 l'image doit pouvoir `COPY` les sources de `ml/` **et** de `apps/backend/` pour se synchroniser
 deux environnements Python **3.14** (`/opt/ml/.venv` et `/opt/backend/.venv`, `uv sync --locked` à
@@ -95,14 +103,14 @@ rend contraignant.
 `airflow-init` s'appuie sur l'entrypoint de l'image (`_AIRFLOW_DB_MIGRATE`,
 `_AIRFLOW_WWW_USER_*`) plutôt que sur un script maison : l'entrypoint porte le code de sortie, une
 migration ratée (typiquement la base `airflow` absente, cf. ci-dessous) fait échouer le service et
-`webserver`/`scheduler` ne démarrent pas sur une base non migrée. Le mot de passe du compte admin
+`api-server`, `dag-processor` et `scheduler` ne démarrent pas sur une base non migrée. Le mot de passe du compte admin
 passe par l'environnement, jamais par `argv` (ni `ps`, ni `docker compose config`).

 Les variables `AIRFLOW_*` ne sont volontairement pas en `${VAR:?}` : Compose interpole le fichier
 entier avant de filtrer les services, une variable requise manquante casserait `make db-up`,
 `make dev`... pour tout poste dont le `.env` est antérieur. Elles valent `${VAR:-}` et c'est
-`airflow-init` qui refuse de démarrer (clé Fernet, clé Flask, mot de passe ou
-`AIRFLOW_APP_SECRET_KEY` vides).
+`airflow-init` qui refuse de démarrer (clé Fernet, clé de session de l'API, secret JWT, mot de
+passe ou `AIRFLOW_APP_SECRET_KEY` vides).

 Le conteneur reçoit deux variables du backend en plus de `ML_DATABASE_URL` : `DATABASE_URL`, en
 dialecte asyncpg, et `APP_SECRET_KEY`, alimentée par `AIRFLOW_APP_SECRET_KEY`. Cette dernière est
@@ -242,7 +250,7 @@ Ces arbitrages sont pris. Ils ne vivaient jusqu'ici que dans des commentaires de
 | Base applicative | `enervision` | Variable `POSTGRES_DB` |
 | Base de test | `enervision_test` | Créée par `db/init/110-test-database.sql`, nom attendu en dur par `apps/backend/tests/conftest.py` |
 | Base de métadonnées Airflow | `airflow` | Créée par `db/init/120-airflow-database.sql`, même conteneur `db` |
-| Webserver Airflow | `8080` | `make airflow-up`. Scheduler et webserver ne publient que ce port ; les tâches (`LocalExecutor`) tournent côté scheduler, sans port propre |
+| API server Airflow | `8080` | `make airflow-up`. Api-server, scheduler et dag-processor ne publient que ce port ; les tâches (`LocalExecutor`) tournent côté scheduler, sans port propre |

 ## Le trou vers k3s

@@ -81,9 +81,10 @@ rien changer), mais ce serait à borner sur un dépôt à forte fréquence de pu
 `backend.yml`, `ml.yml` et `airflow.yml` déclarent en plus un groupe de concurrence par référence
 git avec `cancel-in-progress`, ce qui annule un run devenu obsolète par un push plus récent.

-**Piège de version** : `etl/airflow` tourne en **Python 3.12** et non 3.14, parce qu'Airflow 2.10
-ne supporte pas encore 3.14. Le 3.14 du module ML ne vit, dans ce contexte, que dans l'image
-Docker et son propre environnement.
+**Piège de version** : `etl/airflow` tourne en **Python 3.12** et non 3.14 : c'est l'interpréteur
+de l'image `apache/airflow:3.3.2-python3.12` retenue, et les tests d'intégrité doivent tourner sur
+le même. Le 3.14 du module ML ne vit, dans ce contexte, que dans l'image Docker et son propre
+environnement.

 ## Ce qui bloque un merge

@@ -1,9 +1,9 @@
 # Image Airflow EnerVision : ajoute ml/ et apps/backend/ dans leurs propres environnements Python
-# 3.14, distincts du Python 3.12 qui fait tourner Airflow lui-meme (apache-airflow 2.10 ne supporte
-# pas 3.14), pour que les DAGs puissent lancer `uv run python -m enervision_ml.train`/`.score`,
+# 3.14, distincts du Python 3.12 de l'image de base qui fait tourner Airflow lui-meme, pour que
+# les DAGs puissent lancer `uv run python -m enervision_ml.train`/`.score`,
 # `app.detection.internal_alerts` et `app.cli` en sous-processus. Airflow ne devient jamais un
 # consommateur direct de LightGBM, de MLflow ou du SQLAlchemy du backend. Cf. ADR 0008.
-FROM apache/airflow:2.10.4-python3.12
+FROM apache/airflow:3.3.2-python3.12

 # LightGBM est compile contre libgomp (OpenMP), absent de l'image de base (minimale, sans
 # toolchain de compilation). Sans lui : `OSError: libgomp.so.1: cannot open shared object file`
@@ -21,9 +21,8 @@ RUN apt-get update \
 RUN mkdir -p /opt/ml/state /opt/backend && chown -R airflow:root /opt/ml /opt/backend
 USER airflow

-# L'image de base embarque deja un `uv`, mais trop ancien (0.4.29) pour le format de verrou de
-# `ml/uv.lock`. On le remplace par la version deja pinnee ailleurs dans le depot
-# (apps/backend/Dockerfile).
+# L'image de base embarque deja un `uv`, mais pas celui que le depot epingle par ailleurs
+# (apps/backend/Dockerfile) : on aligne, pour que le format de verrou lu soit le meme partout.
 COPY --from=ghcr.io/astral-sh/uv:0.11.26 /uv /home/airflow/.local/bin/uv

 # Piege : pas de `UV_PROJECT_ENVIRONMENT` global. Il vaudrait pour les deux projets, et `uv run`
@@ -15,8 +15,8 @@ from __future__ import annotations

 from datetime import datetime, timedelta

-from airflow.models.dag import DAG
-from airflow.operators.bash import BashOperator
+from airflow.providers.standard.operators.bash import BashOperator
+from airflow.sdk import DAG

 # Le backend a son propre environnement uv dans l'image (ADR 0008). `--no-sync` et
 # `env -u VIRTUAL_ENV` : cf. `ml_train.py`, même raisonnement.
@@ -10,8 +10,8 @@ from __future__ import annotations

 from datetime import datetime, timedelta

-from airflow.models.dag import DAG
-from airflow.operators.bash import BashOperator
+from airflow.providers.standard.operators.bash import BashOperator
+from airflow.sdk import DAG

 MODEL_PATH = "/opt/ml/state/models/lightgbm-consumption.txt"

@@ -11,8 +11,8 @@ from __future__ import annotations

 from datetime import datetime, timedelta

-from airflow.models.dag import DAG
-from airflow.operators.bash import BashOperator
+from airflow.providers.standard.operators.bash import BashOperator
+from airflow.sdk import DAG

 MODEL_PATH = "/opt/ml/state/models/lightgbm-consumption.txt"
 MLFLOW_TRACKING_URI = "sqlite:////opt/ml/state/mlflow.db"
@@ -4,7 +4,7 @@ version = "0.1.0"
 description = "DAGs d'orchestration EnerVision (Airflow)"
 requires-python = ">=3.12,<3.13"
 dependencies = [
-    "apache-airflow==2.10.4",
+    "apache-airflow==3.3.2",
 ]

 [dependency-groups]
@@ -5,8 +5,8 @@ from datetime import timedelta
 from pathlib import Path

 import pytest
-from airflow.models.baseoperator import BaseOperator
-from airflow.models.dagbag import DagBag
+from airflow.dag_processing.dagbag import DagBag
+from airflow.sdk import BaseOperator

 DAGS_FOLDER = Path(__file__).resolve().parent.parent / "dags"

@@ -21,7 +21,7 @@ TACHES = [

@pytest.fixture(scope="module")
 def dagbag() -> DagBag:
-    return DagBag(dag_folder=str(DAGS_FOLDER), include_examples=False)
+    return DagBag(dag_folder=str(DAGS_FOLDER))


 def test_dags_folder_has_no_import_error(dagbag: DagBag) -> None:
@@ -33,18 +33,18 @@ def test_every_expected_dag_is_discovered(dagbag: DagBag) -> None:


 def test_ml_train_has_no_schedule(dagbag: DagBag) -> None:
-    assert dagbag.dags["ml_train"].timetable.summary == "None"
+    assert dagbag.dags["ml_train"].schedule is None


 def test_ml_score_runs_every_hour(dagbag: DagBag) -> None:
-    # `@hourly` est un alias Airflow pour ce cron, c'est sous cette forme que `.summary` le rend.
-    assert dagbag.dags["ml_score"].timetable.summary == "0 * * * *"
+    # `@hourly` est un alias Airflow pour ce cron, c'est sous cette forme que la timetable le rend.
+    assert dagbag.dags["ml_score"].timetable.expression == "0 * * * *"


 def test_alertes_runs_after_the_hourly_scoring(dagbag: DagBag) -> None:
    # Le decalage n'est pas cosmetique : la regle `anomaly` compare une lecture a la `prediction`
    # du meme instant, que `ml_score` ecrit a l'heure pile.
-    assert dagbag.dags["alertes"].timetable.summary == "15 * * * *"
+    assert dagbag.dags["alertes"].timetable.expression == "15 * * * *"


 def test_ml_train_task_calls_the_training_module(dagbag: DagBag) -> None:
Author	SHA1	Message	Date
Johan LEROY	3d6d2eb760	style(infra): reflow un commentaire du compose Airflow à 100 colonnes	2026-09-22 09:01:07 +02:00
Johan LEROY	154deca511	docs(architecture): décrit les composants Airflow 3 Quatre services au lieu de trois (api-server, dag-processor), le secret JWT partagé et le choix du FabAuthManager. Le Python 3.12 d'etl/airflow est celui de l'image retenue, plus une limite d'Airflow.	2026-09-22 09:01:07 +02:00
Johan LEROY	a577356198	feat(infra): fait tourner Airflow 3 dans la stack Compose Image apache/airflow:3.3.2-python3.12. Le webserver devient l'api-server (healthcheck /api/v2/monitor/health) et le dag-processor est un service à part : depuis Airflow 3 le scheduler ne parse plus les DAGs. Les tâches passent par l'Execution API de l'api-server avec un jeton signé par AIRFLOW_JWT_SECRET, nouveau secret du .env partagé entre conteneurs. AIRFLOW_WEBSERVER_SECRET_KEY devient AIRFLOW_API_SECRET_KEY. airflow-init refuse toujours de démarrer si l'un des secrets manque. FabAuthManager explicite : le SimpleAuthManager par défaut ne sait pas créer le compte admin que airflow-init pose via _AIRFLOW_WWW_USER_*. Pas de triggerer, aucun opérateur déférable dans les DAGs.	2026-09-22 09:01:07 +02:00
Johan LEROY	19ff152445	refactor(etl): migre les DAGs et leurs tests vers le SDK Airflow 3 DAG et BaseOperator viennent d'airflow.sdk, BashOperator du provider standard (airflow.operators.bash n'est plus qu'un alias déprécié). DagBag s'importe depuis airflow.dag_processing et ne prend plus include_examples, les exemples étant déjà coupés par la configuration de conftest.py. Les timetables n'exposent plus summary : la planification se lit sur dag.schedule (None) et timetable.expression (cron normalisé).	2026-09-22 09:01:07 +02:00
Johan LEROY	bf3584182f	chore(deps): passe apache-airflow à 3.3.2 Dernier correctif de la branche 3.3 (17 septembre 2026) plutôt que le 3.3.0 proposé par Dependabot. Le verrou est régénéré par uv lock ; le provider standard et le Task SDK, requis par Airflow 3, y figurent déjà.	2026-09-22 09:01:07 +02:00
dependabot[bot]andJohan LEROY	28e8260216	chore(deps): bump apache-airflow from 2.10.4 to 3.3.0 in /etl/airflow Bumps [apache-airflow](https://github.com/apache/airflow) from 2.10.4 to 3.3.0. - [Release notes](https://github.com/apache/airflow/releases) - [Changelog](https://github.com/apache/airflow/blob/main/docker-stack-docs/changelog.rst) - [Commits](https://github.com/apache/airflow/compare/2.10.4...3.3.0) --- updated-dependencies: - dependency-name: apache-airflow dependency-version: 3.3.0 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 09:01:07 +02:00
Johan LEROYandGitHub	e90e563a1c	Merge pull request #133 from ineszang/dependabot/uv/apps/backend/backend-dependencies-b3e2c9fee8 chore(deps): bump the backend-dependencies group in /apps/backend with 2 updates	2026-09-22 08:59:17 +02:00
Johan LEROYandGitHub	d7ca9fd8b0	Merge pull request #126 from ineszang/dependabot/docker_compose/nginx-1.31-alpine chore(deps): bump nginx from 1.28-alpine to 1.31-alpine	2026-09-22 08:59:06 +02:00
Johan LEROYandGitHub	67204b5eb6	Merge pull request #127 from ineszang/dependabot/docker/apps/frontend/node-26-alpine3.22 chore(deps): bump node from 24-alpine3.22 to 26-alpine3.22 in /apps/frontend	2026-09-22 08:58:54 +02:00
Johan LEROY	985466e9cc	ci(frontend): teste sur Node 26, comme l'image Frontend / Audit des dépendances (push) Successful in 6s Details SonarQube / test-ml (push) Failing after 5m46s Details Frontend / build (push) Successful in 9m47s Details SonarQube / build-front (push) Successful in 9m54s Details SonarQube / build-back (push) Successful in 10m30s Details Frontend / test (push) Failing after 5m3s Details SonarQube / test-front (push) Failing after 5m8s Details SonarQube / test-back (push) Failing after 5m22s Details SonarQube / SonarQube (push) Skipped Details L'image frontend passe sur node:26-alpine3.22 ; la CI restait sur Node 24 et ne validait donc plus l'interpréteur qui construit le SPA. Angular 22.1.8 accepte >=26.0.0 ; Node 26 devient LTS le 28 octobre 2026, Node 24 passe en maintenance le 20.	2026-09-22 08:42:46 +02:00
dependabot[bot]andJohan LEROY	c347212c93	chore(deps): bump node in /apps/frontend Bumps node from 24-alpine3.22 to 26-alpine3.22. --- updated-dependencies: - dependency-name: node dependency-version: 26-alpine3.22 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 08:42:46 +02:00
Johan LEROY	c67c7802c1	Merge pull request #131 from ineszang/dependabot/github_actions/actions/download-artifact-8 chore(deps): bump actions/download-artifact from 4 to 8	2026-09-22 08:42:06 +02:00
Johan LEROY	e824423889	Merge pull request #128 from ineszang/dependabot/github_actions/actions/upload-artifact-7 chore(deps): bump actions/upload-artifact from 4 to 7	2026-09-22 08:42:03 +02:00
Johan LEROY	436147c8cb	Merge pull request #132 from ineszang/dependabot/github_actions/actions/setup-node-7 chore(deps): bump actions/setup-node from 6 to 7	2026-09-22 08:42:00 +02:00
Johan LEROYandGitHub	8fb7ab8680	Merge pull request #130 from ineszang/dependabot/github_actions/astral-sh/setup-uv-7 chore(deps): bump astral-sh/setup-uv from 5 to 7	2026-09-22 08:40:33 +02:00
dependabot[bot]andGitHub	19f4ddc62f	chore(deps): bump actions/upload-artifact from 4 to 7 Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 7. - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](https://github.com/actions/upload-artifact/compare/v4...v7) --- updated-dependencies: - dependency-name: actions/upload-artifact dependency-version: '7' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 06:37:24 +00:00
dependabot[bot]andGitHub	282472bae9	chore(deps): bump actions/download-artifact from 4 to 8 Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 4 to 8. - [Release notes](https://github.com/actions/download-artifact/releases) - [Commits](https://github.com/actions/download-artifact/compare/v4...v8) --- updated-dependencies: - dependency-name: actions/download-artifact dependency-version: '8' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 06:37:23 +00:00
dependabot[bot]andGitHub	8d80cdc79d	chore(deps): bump actions/setup-node from 6 to 7 Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6 to 7. - [Release notes](https://github.com/actions/setup-node/releases) - [Commits](https://github.com/actions/setup-node/compare/v6...v7) --- updated-dependencies: - dependency-name: actions/setup-node dependency-version: '7' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 06:37:23 +00:00
dependabot[bot]andGitHub	b61287c8d2	chore(deps): bump astral-sh/setup-uv from 5 to 7 Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5 to 7. - [Release notes](https://github.com/astral-sh/setup-uv/releases) - [Commits](https://github.com/astral-sh/setup-uv/compare/v5...v7) --- updated-dependencies: - dependency-name: astral-sh/setup-uv dependency-version: '7' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 06:37:20 +00:00
Johan LEROYandGitHub	a4be46c6e6	Merge pull request #129 from ineszang/dependabot/github_actions/actions/checkout-7 chore(deps): bump actions/checkout from 4 to 7	2026-09-22 08:36:32 +02:00
dependabot[bot]andGitHub	66a65991b5	chore(deps): bump actions/checkout from 4 to 7 Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 7. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/checkout/compare/v4...v7) --- updated-dependencies: - dependency-name: actions/checkout dependency-version: '7' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-22 06:33:45 +00:00
Johan LEROYandGitHub	095cb4559b	Merge pull request #142 from ineszang/chore/sonar-skip-dependabot chore(ci): ignore le scan SonarQube pour les PR Dependabot	2026-09-22 08:31:48 +02:00
Johan LEROY	401d5a3174	chore(ci): ignore le scan SonarQube pour les PR Dependabot SonarQube / build-back (push) Successful in 1m20s Details SonarQube / test-ml (push) Failing after 1m11s Details SonarQube / build-front (push) Successful in 9m44s Details SonarQube / test-back (push) Failing after 59s Details SonarQube / test-front (push) Failing after 5m8s Details SonarQube / SonarQube (push) Skipped Details GitHub ne fournit pas les secrets du dépôt aux workflows déclenchés par dependabot[bot] : SONAR_TOKEN arrive vide et le scan échoue sans rien analyser, ce qui marque rouge toutes les PR de mise à jour de dépendances. Les jobs de build et de tests du workflow restent joués sur ces PR.	2026-09-22 08:28:03 +02:00
PhyriosandGitHub	cf50d3d36c	Revise project milestones in README Updated project milestones in the README to reflect new tasks and structure.	2026-09-21 14:42:41 +02:00
PhyriosandGitHub	4afcfb3ced	Update project status in README.md	2026-09-21 14:28:56 +02:00
dependabot[bot]andGitHub	851e0279f6	chore(deps): bump the backend-dependencies group Bumps the backend-dependencies group in /apps/backend with 2 updates: [pandas](https://github.com/pandas-dev/pandas) and [ruff](https://github.com/astral-sh/ruff). Updates `pandas` from 3.0.5 to 3.0.6 - [Release notes](https://github.com/pandas-dev/pandas/releases) - [Commits](https://github.com/pandas-dev/pandas/compare/v3.0.5...v3.0.6) Updates `ruff` from 0.16.7 to 0.16.8 - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.16.7...0.16.8) --- updated-dependencies: - dependency-name: pandas dependency-version: 3.0.6 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: backend-dependencies - dependency-name: ruff dependency-version: 0.16.8 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: backend-dependencies ... Signed-off-by: dependabot[bot] <support@github.com>	2026-09-21 12:19:00 +00:00