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pyproject.toml
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[project]
name = "vicinity"
description = "Lightweight Nearest Neighbors with Flexible Backends"
readme = { file = "README.md", content-type = "text/markdown" }
dynamic = ["version"]
requires-python = ">=3.9"
license = { file = "LICENSE" }
authors = [{ name = "Stéphan Tulkens", email = "[email protected]"}, {name = "Thomas van Dongen", email = "[email protected]"}]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
]
dependencies = [
"numpy",
"orjson",
"tqdm"
]
[build-system]
requires = ["setuptools>=64", "setuptools_scm>=8"]
build-backend = "setuptools.build_meta"
[project.optional-dependencies]
dev = [
"black",
"ipython",
"mypy",
"pre-commit",
"pytest",
"pytest-coverage",
"ruff",
"setuptools"
]
# Integrations
huggingface = ["datasets"]
integrations = [
"datasets"
]
# Backends
hnsw = ["hnswlib"]
pynndescent = [
"pynndescent>=0.5.10",
"numba>=0.59.0",
"llvmlite>=0.42.0",
"numpy>=1.24.0"
]
annoy = ["annoy"]
faiss = ["faiss-cpu"]
usearch = ["usearch"]
voyager = ["voyager"]
backends = [
"hnswlib",
"pynndescent>=0.5.10",
"numba>=0.59.0",
"llvmlite>=0.42.0",
"numpy>=1.24.0",
"annoy",
"faiss-cpu",
"usearch",
"voyager"
]
all = [
"datasets",
"hnswlib",
"pynndescent>=0.5.10",
"numba>=0.59.0",
"llvmlite>=0.42.0",
"numpy>=1.24.0",
"annoy",
"faiss-cpu",
"usearch",
"voyager"
]
[project.urls]
"Homepage" = "https://github.com/MinishLab"
"Bug Reports" = "https://github.com/MinishLab/vicinity/issues"
"Source" = "https://github.com/MinishLab/vicinity"
[tool.ruff]
exclude = [".venv/"]
line-length = 120
target-version = "py310"
[tool.ruff.lint]
select = [
# Annotations: Enforce type annotations
"ANN",
# Complexity: Enforce a maximum cyclomatic complexity
"C90",
# Pydocstyle: Enforce docstrings
"D",
# Isort: Enforce import order
"I",
# Numpy: Enforce numpy style
"NPY",
# Print: Forbid print statements
"T20",
"F",
]
ignore = [
# Allow self and cls to be untyped, and allow Any type
"ANN101", "ANN102", "ANN401",
# Pydocstyle ignores
"D100", "D101", "D104", "D203", "D212", "D401",
# Allow use of f-strings in logging
"G004"
]
[tool.pydoclint]
style = "sphinx"
exclude = "test_"
allow-init-docstring = true
arg-type-hints-in-docstring = false
check-return-types = false
require-return-section-when-returning-nothing = false
[tool.mypy]
python_version = "3.10"
warn_unused_configs = true
ignore_missing_imports = true
[tool.setuptools]
packages = ["vicinity"]
[tool.setuptools_scm]
# can be empty if no extra settings are needed, presence enables setuptools_scm
[tool.setuptools.dynamic]
version = {attr = "vicinity.version.__version__"}