Marginal/pyproject.toml at main · SignalLayerLabs/Marginal · GitHub

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[build-system]
requires = ["setuptools>=77", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "marginal-ai"
version = "0.3.3"
description = "Universal learning-loop and compute-governance foundation for economically disciplined AI agents."
readme = "README.md"
requires-python = ">=3.10"
license = "Apache-2.0"
license-files = ["LICENSE"]
authors = [{ name = "SignalLayer Labs" }]
keywords = [
  "ai-agents",
  "agentic-ai",
  "llm",
  "token-optimization",
  "cost-optimization",
  "ai-infrastructure",
  "openai",
  "anthropic",
  "langgraph",
  "crewai",
  "litellm",
  "mcp",
  "budget",
  "observability",
  "finops",
  "decision-intelligence",
  "agent-economics",
  "ai-finops",
  "compute-allocation",
  "llm-cost-optimization",
  "decision-ledger",
  "agent-governance",
  "shadow-mode",
  "privacy-preserving-telemetry",
  "pseudonymization",
]
classifiers = [
  "Development Status :: 3 - Alpha",
  "Intended Audience :: Developers",
  "Operating System :: OS Independent",
  "Programming Language :: Python :: 3",
  "Programming Language :: Python :: 3 :: Only",
  "Programming Language :: Python :: 3.10",
  "Programming Language :: Python :: 3.11",
  "Programming Language :: Python :: 3.12",
  "Programming Language :: Python :: 3.13",
  "Topic :: Scientific/Engineering :: Artificial Intelligence",
  "Topic :: Software Development :: Libraries :: Python Modules",
  "Typing :: Typed",
]
dependencies = []

[project.optional-dependencies]
dev = [
  "build>=1.2.2",
  "cryptography>=46.0",
  "mypy>=1.17",
  "pytest>=8.3",
  "PyYAML>=6.0",
  "jsonschema>=4.23",
  "ruff==0.16.7",
  "twine>=6.1",
]

[project.scripts]
marginal = "marginal.cli:main"

[project.urls]
Homepage = "https://github.com/SignalLayerLabs/Marginal"
Documentation = "https://github.com/SignalLayerLabs/Marginal/tree/main/docs"
Issues = "https://github.com/SignalLayerLabs/Marginal/issues"
Source = "https://github.com/SignalLayerLabs/Marginal"
Changelog = "https://github.com/SignalLayerLabs/Marginal/blob/main/CHANGELOG.md"

[tool.setuptools]
package-dir = {"" = "src"}
include-package-data = true

[tool.setuptools.packages.find]
where = ["src"]

[tool.setuptools.package-data]
marginal = ["py.typed", "commons/*.json", "schemas/*.json"]

[tool.pytest.ini_options]
addopts = "-ra"
pythonpath = ["src", "."]
testpaths = ["tests"]

[tool.ruff]
target-version = "py310"
line-length = 100
src = ["src", "tests", "examples"]

[tool.ruff.lint]
select = ["E", "F", "I", "UP", "B", "SIM", "RUF"]

[tool.ruff.lint.per-file-ignores]
"src/marginal/killer_demo.py" = ["E501"]

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

[tool.mypy]
python_version = "3.10"
strict = true
files = ["src/marginal"]
show_error_codes = true
warn_unused_configs = true