pyproject.toml

[project]
name = "supporttickets-prioritization"
version = "0.1.0"
description = "Приоритизация тикетов службы поддержки методами ML"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
    "ipykernel>=7.3.0",
    "lightgbm>=4.6.0",
    "matplotlib>=3.10.9",
    "numpy>=2.2.6",
    "optuna>=4.9.0",
    "pandas>=2.3.3",
    "scikit-learn>=1.7.2",
    "seaborn>=0.13.2",
    "shap>=0.49.1",
    "xgboost==2.1.4",
]

[dependency-groups]
dev = [
    "ruff>=0.8.0",
    "pytest>=9.1.1",
    "pytest-cov>=7.1.0",
    "pytest-xdist>=3.8.0",
    "pandera>=0.32.0",
    "pytest-mock>=3.15.1",
]

[tool.ruff]
line-length = 100
target-version = "py310"
extend-exclude = ["notebooks", ".ipynb_checkpoints"]

[tool.ruff.lint]
# E/W — pycodestyle, F — pyflakes, I — isort, B — bugbear,
# UP — pyupgrade, N — pep8-naming, C4 — comprehensions
select = ["E", "W", "F", "I", "B", "UP", "N", "C4", "SIM"]
ignore = ["E501","N803", "N806"]  	# E501: длина строки — на усмотрение fromatter'а
  									# N803,N806: X, X_val и гиперпарметр C допустимы не в lowercase

[tool.ruff.lint.per-file-ignores]
"tests/*" = ["N802", "N803"]  # в тестах можно CamelCase имена

[tool.ruff.format]
quote-style = "double"
indent-style = "space"

[tool.pytest.ini_options]
minversion = "9.1.1"
testpaths = ["tests"]
pythonpath = ["."]
addopts = [
    "-ra",
    "--strict-markers",
    "--strict-config",
    "--cov=src",
    "--cov-report=term-missing",
    "--cov-report=xml",
    "--cov-fail-under=60",
    "-p no:cacheprovider",
]
markers = [
    "smoke: быстрые проверки импорта и структуры",
    "data: тесты схемы и распределения данных",
    "model: тесты качества модели и метрик",
    "invariant: инвариантные тесты (свойства, которые всегда выполняются)",
    "slow: долгие тесты",
]