pyproject.toml

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

[project]
name = "maestro"
version = "0.2.0rc5"
description = "Visual Prompting for Large Multimodal Models (LMMs)"
readme = "README.md"
authors = [
    {name = "Roboflow", email = "help@roboflow.com"}
]
license = {file = "LICENSE"}
keywords = ["roboflow","maestro","transformers", "torch", "accelerate", "multimodal", "lmm", "vision", "nlp", "prompting", "vlm"]
requires-python = ">=3.9,<3.13"
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Developers",
    "Intended Audience :: Education",
    "Intended Audience :: Science/Research",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Software Development",
    "Topic :: Scientific/Engineering",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Typing :: Typed",
    "Operating System :: Microsoft :: Windows",
    "Operating System :: POSIX :: Linux",
    "Operating System :: MacOS"
]

dependencies = [
    "supervision>=0.24,<0.27",
    "requests>=2.31.0,<=2.32.3",
    "transformers>=4.44.2,<4.48.0",
    "torch~=2.4.0",
    "accelerate>=0.33,<1.1",
    "sentencepiece~=0.2.0",
    "peft>=0.12,<0.14",
    "flash-attn~=2.6.3; sys_platform != 'darwin'",
    "einops~=0.8.0",
    "timm~=1.0.9",
    "typer~=0.12.5",
    "jiwer~=3.0.4",
]

[project.urls]
Homepage = "https://roboflow.github.io/multimodal-maestro/"
Documentation = "https://roboflow.github.io/multimodal-maestro/"
Repository = "https://github.com/roboflow/multimodal-maestro"
Issues = "https://github.com/roboflow/multimodal-maestro/issues"
Changelog = "https://github.com/roboflow/multimodal-maestro/blob/main/CHANGELOG.md"


[project.optional-dependencies]
docs = [
    "mkdocs-material~=9.5.35",
    "mkdocstrings[python]>=0.20.0,<0.26.3",
    "mike~=2.1.3",

]
dev = [
    "pytest~=8.3.2",
    "pre-commit>=3.8,<4.1",
    "mypy>=1.11.2,<1.14.0",
    "ruff>=0.6.5,<0.8.0",
    "tox>=4.18.1,<4.24.0"
]

[project.scripts]
maestro = "maestro.cli.main:app"

[tool.setuptools]
include-package-data = true # include non-python files in the package (default)

[tool.setuptools.packages.find]
where = ["."]
exclude = ["cookbooks", "docs", "docs.*", "test", "test.*", "mkdocs", "mkdocs.*"]

### Linting and Formatting
[tool.bandit]
target = ["test", "maestro"]
tests = ["B201", "B301", "B318", "B314", "B303", "B413", "B412", "B410"]

[tool.autoflake]
check = true
imports = ["cv2", "maestro"]


[tool.ruff]
target-version = "py39"

# Exclude a variety of commonly ignored directories.
exclude = [
    ".bzr",
    ".direnv",
    ".eggs",
    ".git",
    ".git-rewrite",
    ".hg",
    ".mypy_cache",
    ".nox",
    ".pants.d",
    ".pytype",
    ".ruff_cache",
    ".svn",
    ".tox",
    ".venv",
    "__pypackages__",
    "_build",
    "buck-out",
    "build",
    "dist",
    "node_modules",
    "venv",
    "yarn-error.log",
    "yarn.lock",
    "docs",
]

line-length = 120
indent-width = 4

[tool.ruff.lint]

# Enable pycodestyle (`E`)
select = ["E", "F", "I", "A", "Q", "W", "N", "T", "Q","TRY","UP","C90","RUF","NPY"]
ignore = ["T201","TRY003","NPY201"]

# Allow autofix for all enabled rules (when `--fix`) is provided.
fixable = [
    "A",
    "B",
    "C",
    "D",
    "E",
    "F",
    "G",
    "I",
    "N",
    "Q",
    "S",
    "T",
    "W",
    "ANN",
    "ARG",
    "BLE",
    "COM",
    "DJ",
    "DTZ",
    "EM",
    "ERA",
    "EXE",
    "FBT",
    "ICN",
    "INP",
    "ISC",
    "NPY",
    "PD",
    "PGH",
    "PIE",
    "PL",
    "PT",
    "PTH",
    "PYI",
    "RET",
    "RSE",
    "RUF",
    "SIM",
    "SLF",
    "TCH",
    "TID",
    "TRY",
    "UP",
    "YTT",
]
unfixable = []
# Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
pylint.max-args = 20

[tool.ruff.lint.flake8-quotes]
inline-quotes = "double"
multiline-quotes = "double"
docstring-quotes = "double"

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

[tool.ruff.lint.per-file-ignores]
"__init__.py" = ["E402", "F401"]
"*.ipynb" = ["E501"]

[tool.ruff.lint.pyupgrade]
# Preserve types, even if a file imports `from __future__ import annotations`.
keep-runtime-typing = true

[tool.ruff.lint.mccabe]
# Flag errors (`C901`) whenever the complexity level exceeds 5.
max-complexity = 15

[tool.ruff.lint.isort]
order-by-type = true
no-sections = false

[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"