pyproject.toml

[tool.poetry]
name = "technova"
version = "0.1.0"
description = "API et dashboard de prédiction du turnover – TechNova Partners"
authors = ["Stephane GONZALEZ <gonzalezcourrier34@gmail.com>"]
readme = "README.md"
packages = [
    { include = "app" },
    { include = "service" },
    { include = "domain" },
    { include = "dashboard" }
]

[tool.poetry.dependencies]
python = "^3.13"

# --- API ---
fastapi = "^0.128.0"
uvicorn = "^0.40.0"
pydantic = "^2.12"
python-dotenv = "^1.2.1"
requests = "^2.32"

# --- Database ---
sqlalchemy = "^2.0.46"
psycopg = { version = "^3.3.2", extras = ["binary"] }

# --- ML ---
numpy = "^2.3"
pandas = "^2.3.3"
scikit-learn = "^1.8.0"
xgboost = "^3.1.2"
imbalanced-learn = "^0.14.1"
joblib = "^1.5"
shap = "^0.50.0"

# --- Dashboard ---
streamlit = "^1.53.1"
altair = "^6.0.0"
huggingface-hub = "^1.4.1"

[tool.poetry.group.dev.dependencies]
pytest = "^9.0.2"
pytest-cov = "^7.0.0"
httpx = "^0.28.1"

ipykernel = "^7.1.0"
ipywidgets = "^8.1.8"
matplotlib = "^3.10.8"
seaborn = "^0.13.2"
mkdocs = "^1.6.1"
mkdocs-material = "^9.7.1"
mkdocstrings = "^1.0.3"
mkdocstrings-python = "^2.0.2"

[tool.poetry.scripts]
technova = "app.main:main"

[build-system]
requires = ["poetry-core>=2.0.0,<3.0.0"]
build-backend = "poetry.core.masonry.api"

[tool.pytest.ini_options]
markers = ["security: tests related to API security (API key, auth)"]