ci(ml,etl): analyse ml/ et etl/airflow dans SonarCloud avec un rapport de couverture ML
This commit is contained in:
Dorian
@@ -5,11 +5,15 @@ on:
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paths:
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- "apps/frontend/**"
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- "apps/backend/**"
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- "ml/**"
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- "etl/airflow/**"
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- ".github/workflows/sonarqube.yml"
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pull_request:
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paths:
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- "apps/frontend/**"
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- "apps/backend/**"
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- "ml/**"
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- "etl/airflow/**"
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- ".github/workflows/sonarqube.yml"
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@@ -108,8 +112,36 @@ jobs:
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name: backend-coverage
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path: apps/backend/coverage.xml
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test-ml:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v6
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- name: Installe uv
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uses: astral-sh/setup-uv@v5
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with:
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enable-cache: true
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cache-dependency-glob: ml/uv.lock
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- name: Installe l'interpréteur déclaré par .python-version
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run: uv python install
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working-directory: ml
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- name: Synchronise les dépendances sans dévier du verrou
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run: uv sync --all-groups --frozen
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working-directory: ml
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- name: Lancement des tests et génération du rapport de couverture (ML)
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run: uv run pytest --cov-report=xml
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working-directory: ml
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- name: Upload coverage
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uses: actions/upload-artifact@v4
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with:
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name: ml-coverage
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path: ml/coverage.xml
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sonarqube:
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needs: [build-front, build-back, test-front, test-back]
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needs: [build-front, build-back, test-front, test-back, test-ml]
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name: SonarQube
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runs-on: ubuntu-latest
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steps:
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@@ -126,6 +158,11 @@ jobs:
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with:
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name: backend-coverage
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path: apps/backend
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- name: Téléchargement du rapport de couverture (ML)
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uses: actions/download-artifact@v4
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with:
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name: ml-coverage
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path: ml
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- name: SonarQube Scan
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uses: SonarSource/sonarqube-scan-action@v8
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env:
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@@ -44,6 +44,7 @@ flowchart TB
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subgraph sq["SonarQube · sonarqube.yml"]
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sb1["build-front / test-front"]
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sb2["build-back / test-back"]
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sb3["test-ml"]
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sscan["sonarqube<br/>quality gate SonarCloud"]
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end
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@@ -132,10 +133,18 @@ partie de la suite, et son taux n'aurait aucun sens face au seuil de 85 %.
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## SonarCloud, et l'incident qui a immobilisé trois PR
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Le workflow `sonarqube.yml` exécute quatre jobs de préparation (`build-front`, `test-front`,
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`build-back`, `test-back`) qui produisent chacun un rapport de couverture en artefact, puis un
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cinquième job qui les télécharge et lance `SonarSource/sonarqube-scan-action@v8` avec le secret
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`SONAR_TOKEN`. Le périmètre est décrit par `sonar-project.properties` à la racine.
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Le workflow `sonarqube.yml` exécute cinq jobs de préparation (`build-front`, `test-front`,
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`build-back`, `test-back`, `test-ml`) dont les tests produisent chacun un rapport de couverture en
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artefact, puis un dernier job qui les télécharge et lance `SonarSource/sonarqube-scan-action@v8`
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avec le secret `SONAR_TOKEN`. Le périmètre est décrit par `sonar-project.properties` à la racine.
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Le périmètre couvre `apps/frontend`, `apps/backend`, `ml/` et `etl/airflow` (les deux derniers
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ajoutés après coup : ils n'étaient pas analysés, une PR qui ne touchait qu'eux ne lançait pas
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Sonar). `ml/` publie `ml/coverage.xml` (`pytest-cov`, même mécanisme que le backend, sans seuil
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propre : la gate porte sur le code neuf). `etl/airflow` est exclu de la **couverture**
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(`sonar.coverage.exclusions`) : ses tests ne font que charger les DAGs, ils ne mesurent rien.
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Piège : tout nouveau dossier de tests doit être déclaré dans `sonar.tests`, faute de quoi il est
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compté comme code de production non couvert (cf. l'incident ci-dessous).
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**L'incident, à raconter tel quel.** Les 18 et 19 septembre, trois PR (#103, #105, #107) sont
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restées bloquées sur une quality gate rouge annonçant une couverture du code neuf à 0 %, alors que
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+1
-1
@@ -103,7 +103,7 @@ prevision (utile plus tard pour comparer prevision et realise, surveillance de d
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uv run ruff check . # lint
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uv run ruff format . # format
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uv run mypy enervision_ml tests # typage strict
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uv run pytest # tests
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uv run pytest # tests + couverture (ml/coverage.xml avec --cov-report=xml, lu par Sonar)
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```
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Depuis la racine du monorepo, via le `Makefile` : `make install-ml`, `make ml-lint`,
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+11
-1
@@ -17,6 +17,7 @@ dev = [
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"ruff>=0.16.7",
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"mypy>=2.3.1",
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"pytest>=9.1.1",
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"pytest-cov>=7.1.0",
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"pandas-stubs>=3.0.5.260914",
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]
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@@ -75,5 +76,14 @@ ignore_missing_imports = true
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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addopts = "-q --strict-markers -m 'not integration'"
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addopts = "-q --strict-markers -m 'not integration' --cov=enervision_ml --cov-report=term-missing"
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markers = ["integration: requiert une base PostgreSQL joignable"]
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# Rapport lu par SonarCloud (`ml/coverage.xml`, cf. sonar-project.properties), meme mecanisme que
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# apps/backend. Pas de seuil ici : celui de la quality gate porte sur le code nouveau.
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[tool.coverage.run]
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source = ["enervision_ml"]
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branch = true
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[tool.coverage.report]
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show_missing = true
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]
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[[package]]
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name = "coverage"
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version = "7.16.1"
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source = { registry = "https://pypi.org/simple" }
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/8e/c8/6e5ae3d8d4d0f2c0078985bf4db55fafd90e8107b1bf91ee3547a13f5694/coverage-7.16.1-cp314-cp314t-win_amd64.whl", hash = "sha256:715dcb72c3280c428c3a20134b87e42c29acec9669136e899ab2de69ca86218d", size = 226862, upload-time = "2026-09-13T19:11:04.921Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/be/c7/68f9f0734afc904a92b974b489545b6a15700f3b1c4bd36eae764561e661/coverage-7.16.1-cp314-cp314t-win_arm64.whl", hash = "sha256:dac8b84c03e6029d272b8249c77018db83de59ca009a9adef7c144b4a62ee5e6", size = 226171, upload-time = "2026-09-13T19:11:06.969Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/96/1a/d6d16babd0a5fe4c3fae40702158c570351694e74516d8d81b86c5637448/coverage-7.16.1-py3-none-any.whl", hash = "sha256:3d8bd4e58b6a5c2018d808f297905393c6c61da466a48c3f0596a76a4900ebe4", size = 215264, upload-time = "2026-09-13T19:12:18.895Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "cryptography"
|
||||
version = "50.0.1"
|
||||
@@ -494,6 +533,7 @@ dev = [
|
||||
{ name = "mypy" },
|
||||
{ name = "pandas-stubs" },
|
||||
{ name = "pytest" },
|
||||
{ name = "pytest-cov" },
|
||||
{ name = "ruff" },
|
||||
]
|
||||
|
||||
@@ -512,6 +552,7 @@ dev = [
|
||||
{ name = "mypy", specifier = ">=2.3.1" },
|
||||
{ name = "pandas-stubs", specifier = ">=3.0.5.260914" },
|
||||
{ name = "pytest", specifier = ">=9.1.1" },
|
||||
{ name = "pytest-cov", specifier = ">=7.1.0" },
|
||||
{ name = "ruff", specifier = ">=0.16.7" },
|
||||
]
|
||||
|
||||
@@ -1591,6 +1632,20 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pytest-cov"
|
||||
version = "7.1.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "coverage" },
|
||||
{ name = "pluggy" },
|
||||
{ name = "pytest" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/b1/51/a849f96e117386044471c8ec2bd6cfebacda285da9525c9106aeb28da671/pytest_cov-7.1.0.tar.gz", hash = "sha256:30674f2b5f6351aa09702a9c8c364f6a01c27aae0c1366ae8016160d1efc56b2", size = 55592, upload-time = "2026-03-21T20:11:16.284Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/9d/7a/d968e294073affff457b041c2be9868a40c1c71f4a35fcc1e45e5493067b/pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678", size = 22876, upload-time = "2026-03-21T20:11:14.438Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "python-dateutil"
|
||||
version = "2.9.0.post0"
|
||||
|
||||
@@ -3,15 +3,17 @@ sonar.organization=groupe3-ener-vision
|
||||
sonar.sourceEncoding=UTF-8
|
||||
|
||||
# Dossier contenant le code source
|
||||
sonar.sources=apps/frontend/src,apps/backend
|
||||
sonar.sources=apps/frontend/src,apps/backend,ml,etl/airflow
|
||||
# Dossier contenant les tests
|
||||
sonar.tests=apps/frontend/src,apps/backend/tests
|
||||
sonar.tests=apps/frontend/src,apps/backend/tests,ml/tests,etl/airflow/tests
|
||||
sonar.test.inclusions=**/*.spec.ts,**/*.test.ts,**/*test_*.py,**/*test.py
|
||||
|
||||
# Liste des fichiers et dossiers à exclure de l'analyse
|
||||
sonar.exclusions=.pytest_cache,.venv,alembic,tests,**/*/node_modules/**,**/*/dist/**,**/*/build/**,**/*.spec.ts,**/*.test.ts,**/*test_*.py,**/*test.py,**/*.spec.ts
|
||||
sonar.exclusions=.pytest_cache,.venv,.airflow_home,alembic,tests,ml/data/**,ml/models/**,ml/mlruns/**,ml/mlartifacts/**,**/*/node_modules/**,**/*/dist/**,**/*/build/**,**/*.spec.ts,**/*.test.ts,**/*test_*.py,**/*test.py,**/*.spec.ts
|
||||
|
||||
# Chemin vers le rapport de couverture de code
|
||||
# Fichier généré par Pytest
|
||||
sonar.python.coverage.reportPaths=apps/backend/coverage.xml
|
||||
sonar.python.coverage.reportPaths=apps/backend/coverage.xml,ml/coverage.xml
|
||||
# Les DAGs n'ont pas de couverture mesurable : leurs tests ne font que les charger (DagBag)
|
||||
sonar.coverage.exclusions=etl/airflow/**
|
||||
sonar.javascript.lcov.reportPaths=apps/frontend/coverage/frontend/lcov.info
|
||||
|
||||
Reference in New Issue
Block a user