MLprod/pyproject.toml at main · IDSIA/MLprod · GitHub

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# =============================================================================
# PEP 621: Project Metadata
# https://peps.python.org/pep-0621/
# =============================================================================
[project]
name = "mlprod"
version = "1.0.0"
description = "Machine Learning in Production."
readme = "README.md"
authors = [
  { name = "Claudio Bonesana" },
  { name = "Stefano Toniolo" },
]
license = { text = "MIT" }
requires-python = ">=3.12"
keywords = ["machine learning", "production", "deployment", "MLOps"]

classifiers = [

]

# --- Core Dependencies ---
dependencies = [
    "pandas~=2.3.3",
    "python-dotenv~=1.2.1",
    "pydantic~=2.12.5",
    "pydantic_settings~=2.12.0",
    "tqdm~=4.67.1",
    "pyyaml~=6.0.3",
    "rich~=14.2.0",
]

# --- Optional Dependencies ---
[project.optional-dependencies]
notebook = [
    "jupyterlab~=4.5.0",
    "matplotlib~=3.10.7",
    "requests~=2.32.5",
    "seaborn~=0.13.2",
]

node = [
    "celery~=5.6.0",
    "fastapi-sqlalchemy~=0.2.1",
    "fastapi~=0.124.0",
    "prometheus-client~=0.23.1",
    "psycopg2-binary~=2.9.1",
    "redis~=7.1.0",
    "scikit-learn~=1.7.2",
    "sqlalchemy~=2.0.44",
    "torch~=2.9.0",
    "uvicorn~=0.38.0",
]

docs = [
    "sphinx~=9.0.4",
]

test = [
    "pytest>=9.0.2",
    "pytest-cov>=7.0",
]

dev = [
    "mlprod[notebook,node,test,docs]",
    "ruff>=0.14.0",
    "pre-commit>=4.5.0",
    "mypy>=1.19.0",
]

# --- Project URLs ---
[project.urls]
Homepage = "https://machine-learning-in-production.readthedocs.io/en/latest/index.html"
Repository = "https://github.com/IDSIA/MLprod"
"Bug Tracker" = "https://github.com/IDSIA/MLprod/issues"


# =============================================================================
# Build System Configuration
# =============================================================================
[build-system]
requires = ["setuptools>=61.0"]
build-backend = "setuptools.build_meta"


# =============================================================================
# Tool Configurations
# =============================================================================

# --- Setuptools Configuration ---
[tool.setuptools.packages.find]
where = ["src"]

# --- Ruff Linter & Formatter Configuration ---
# Your provided detailed configuration is integrated here.
[tool.ruff]
# Exclude a variety of commonly ignored directories.
exclude = [
    ".bzr", ".direnv", ".eggs", ".git", ".git-rewrite", ".hg",
    ".ipynb_checkpoints", ".mypy_cache", ".nox", ".pants.d", ".pyenv",
    ".pytest_cache", ".pytype", ".ruff_cache", ".svn", ".tox", ".venv",
    ".vscode", "__pypackages__", "_build", "buck-out", "build", "dist",
    "node_modules", "site-packages", "*env", "logs",
]
# Same as Black.
line-length = 88
indent-width = 4
# Assume Python 3.12
target-version = "py312"

[tool.ruff.lint]
# Enable Pyflakes (`F`), specific pycodestyle (`E`) codes, and docstring checks (`D`).
select = ["D", "E4", "E7", "E9", "F"]
ignore = ["D100", "D104", "D415"]
# Allow fix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []
# Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"

[tool.ruff.lint.pydocstyle]
convention = "google"

[tool.ruff.format]
# Like Black, use double quotes for strings.
quote-style = "double"
# Like Black, indent with spaces, rather than tabs.
indent-style = "space"
# Like Black, respect magic trailing commas.
skip-magic-trailing-comma = false
# Like Black, automatically detect the appropriate line ending.
line-ending = "auto"
# Enable auto-formatting of code examples in docstrings.
docstring-code-format = true
# Set the line length limit used when formatting code snippets in docstrings.
docstring-code-line-length = "dynamic"


# --- Pytest Configuration ---
[tool.pytest.ini_options]
minversion = "7.0"
testpaths = ["tests"]
addopts = [
    "-v",
    "--cov=src/",
    "--cov-report=term-missing",
]

# --- MyPy Static Type Checker Configuration ---
[tool.mypy]
python_version = "3.12" # Aligned with ruff's target-version
warn_return_any = true
warn_unused_configs = true
ignore_missing_imports = true
disallow_untyped_defs = true