[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "noshow"
version = "2.2.3"
authors = [
  { name="Ruben Peters", email="r.peters-7@umcutrecht.nl" },
  { name="Eric Wolters", email="e.j.wolters-4@umcutrecht.nl" },
  { name="Welmoed Tjepkema", email="w.w.a.tjepkema@umcutrecht.nl" }
]
description = "No-show prediction model to reduce the amount of no-shows at the clinics"
readme = "README.md"
requires-python = ">=3.12"
classifiers = [
    "Programming Language :: Python :: 3",
    "Operating System :: OS Independent",
]
dependencies =[
    "pandas~=2.0",
    "matplotlib~=3.7",
    "numpy>=1.24",
    "scikit-learn>=1.3",
    "pyarrow>=14.0",
    "fastapi~=0.109",
    "sqlalchemy~=2.0",
    "python-dotenv~=1.0",
    "pymssql>=2.3.3",
    "streamlit>=1.30,<1.50",  # 1.50 introduces bug in selected value in selectbox
    "relplot>=1.0",
    "holidays>=0.74",
    "mlflow>=3.1.0",
    "rich>=14.0.0",
]

[project.scripts]
train_no_show = "noshow.train_pipeline:train_pipeline"

[dependency-groups]
dev = [
    "ipykernel>=6.29.2",
    "pytest>=8.0.1",
    "nbstripout>=0.7.1",
    "uvicorn>=0.28.0",
    "pytest-asyncio>=0.23.6",
    "pytest-cov>=5.0.0",
    "alembic>=1.13.3",
    "rsconnect-python>=1.24.0",
    "dvc>=3.60.1",
]
docs = [
    "mkdocs>=1.6.1",
    "mkdocs-material>=9.6.15",
]
lint = [
    "ruff>=0.7.1",
]

[tool.uv]
default-groups = ["dev", "lint"]

[tool.isort]
profile = "black"

[tool.ruff]
src = ["src"]
exclude = [
    "alembic/env.py",
    "alembic/versions/*.py",
]

[tool.ruff.lint]
select = [
    "B",    # flake8-bugbear
    "E",    # pycodestyle errors
    "W",    # pycodestyle warnings
    "F",    # pyflakes
    "C90",  # mccabe complexity
    "I",    # isort
    "ERA",  # Eradicate (commented out code)
    "A",    # flake8-builtins (overwriting python builtins)
    "PTH",  # flake8-use-pathlib
    "N",    # pep8-naming
    "D101", # pydocstyle: Missing docstring in class
    "D102", # pydocstyle: Missing docstring in method
    "D103", # pydocstyle: Missing docstring in function
]

[tool.ruff.lint.pep8-naming]
ignore-names = ["X", "X_*"] # Allow the use of X as variable in scikit-learn

[tool.ruff.lint.per-file-ignores]
"tests/**/*.py" = ["D101", "D102", "D103"] # Allow unit tests without docstring

[tool.ruff.lint.flake8-bugbear]
extend-immutable-calls = [
    "Depends",
    "fastapi.Depends",
    "fastapi.params.Depends",
    "Security",
]

[tool.pytest.ini_options]
asyncio_default_fixture_loop_scope = "function"