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setup.py
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setup.py
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# Copyright © 2023 Apple Inc.
import datetime
import os
import re
import subprocess
import sys
from pathlib import Path
from subprocess import run
from setuptools import Command, Extension, find_namespace_packages, setup
from setuptools.command.build_ext import build_ext
def get_version(version):
if "PYPI_RELEASE" not in os.environ:
today = datetime.date.today()
version = f"{version}.dev{today.year}{today.month:02d}{today.day:02d}"
if "DEV_RELEASE" not in os.environ:
git_hash = (
run(
"git rev-parse --short HEAD".split(),
capture_output=True,
check=True,
)
.stdout.strip()
.decode()
)
version = f"{version}+{git_hash}"
return version
# A CMakeExtension needs a sourcedir instead of a file list.
# The name must be the _single_ output extension from the CMake build.
# If you need multiple extensions, see scikit-build.
class CMakeExtension(Extension):
def __init__(self, name: str, sourcedir: str = "") -> None:
super().__init__(name, sources=[])
self.sourcedir = os.fspath(Path(sourcedir).resolve())
class CMakeBuild(build_ext):
def build_extension(self, ext: CMakeExtension) -> None:
# Must be in this form due to bug in .resolve() only fixed in Python 3.10+
ext_fullpath = Path.cwd() / self.get_ext_fullpath(ext.name) # type: ignore[no-untyped-call]
extdir = ext_fullpath.parent.resolve()
debug = int(os.environ.get("DEBUG", 0)) if self.debug is None else self.debug
cfg = "Debug" if debug else "Release"
# CMake lets you override the generator - we need to check this.
# Can be set with Conda-Build, for example.
cmake_generator = os.environ.get("CMAKE_GENERATOR", "")
# Set Python_EXECUTABLE instead if you use PYBIND11_FINDPYTHON
# EXAMPLE_VERSION_INFO shows you how to pass a value into the C++ code
# from Python.
cmake_args = [
f"-DCMAKE_INSTALL_PREFIX={extdir}{os.sep}",
f"-DCMAKE_BUILD_TYPE={cfg}",
"-DBUILD_SHARED_LIBS=ON",
"-DMLX_BUILD_PYTHON_BINDINGS=ON",
"-DMLX_BUILD_TESTS=OFF",
"-DMLX_BUILD_BENCHMARKS=OFF",
"-DMLX_BUILD_EXAMPLES=OFF",
f"-DMLX_PYTHON_BINDINGS_OUTPUT_DIRECTORY={extdir}{os.sep}",
]
build_args = []
# Adding CMake arguments set as environment variable
# (needed e.g. to build for ARM OSx on conda-forge)
if "CMAKE_ARGS" in os.environ:
cmake_args += [item for item in os.environ["CMAKE_ARGS"].split(" ") if item]
# Pass version to C++
cmake_args += [f"-DMLX_VERSION={self.distribution.get_version()}"] # type: ignore[attr-defined]
if sys.platform.startswith("darwin"):
# Cross-compile support for macOS - respect ARCHFLAGS if set
archs = re.findall(r"-arch (\S+)", os.environ.get("ARCHFLAGS", ""))
if archs:
cmake_args += ["-DCMAKE_OSX_ARCHITECTURES={}".format(";".join(archs))]
# Set CMAKE_BUILD_PARALLEL_LEVEL to control the parallel build level
# across all generators.
if "CMAKE_BUILD_PARALLEL_LEVEL" not in os.environ:
# self.parallel is a Python 3 only way to set parallel jobs by hand
# using -j in the build_ext call, not supported by pip or PyPA-build.
if hasattr(self, "parallel") and self.parallel:
# CMake 3.12+ only.
build_args += [f"-j{self.parallel}"]
build_temp = Path(self.build_temp) / ext.name
if not build_temp.exists():
build_temp.mkdir(parents=True)
subprocess.run(
["cmake", ext.sourcedir, *cmake_args], cwd=build_temp, check=True
)
subprocess.run(
["cmake", "--build", ".", "--target", "install", *build_args],
cwd=build_temp,
check=True,
)
# Make sure to copy mlx.metallib for inplace builds
def run(self):
super().run()
# Based on https://github.com/pypa/setuptools/blob/main/setuptools/command/build_ext.py#L102
if self.inplace:
for ext in self.extensions:
if ext.name == "mlx.core":
# Resolve inplace package dir
build_py = self.get_finalized_command("build_py")
inplace_file, regular_file = self._get_inplace_equivalent(
build_py, ext
)
inplace_dir = str(Path(inplace_file).parent.resolve())
regular_dir = str(Path(regular_file).parent.resolve())
self.copy_tree(regular_dir, inplace_dir)
class GenerateStubs(Command):
user_options = []
def initialize_options(self):
pass
def finalize_options(self):
pass
def run(self) -> None:
out_path = "python/mlx/core"
stub_cmd = [
"python",
"-m",
"nanobind.stubgen",
"-m",
"mlx.core",
]
subprocess.run(stub_cmd + ["-r", "-O", out_path])
# Run again without recursive to specify output file name
subprocess.run(["rm", f"{out_path}/mlx.pyi"])
subprocess.run(stub_cmd + ["-o", f"{out_path}/__init__.pyi"])
# Read the content of README.md
with open(Path(__file__).parent / "README.md", encoding="utf-8") as f:
long_description = f.read()
# The information here can also be placed in setup.cfg - better separation of
# logic and declaration, and simpler if you include description/version in a file.
if __name__ == "__main__":
packages = find_namespace_packages(
where="python", exclude=["src", "tests", "tests.*"]
)
package_dir = {"": "python"}
package_data = {"mlx": ["lib/*", "include/*", "share/*"], "mlx.core": ["*.pyi"]}
setup(
name="mlx",
version=get_version("0.15.0"),
author="MLX Contributors",
author_email="[email protected]",
description="A framework for machine learning on Apple silicon.",
long_description=long_description,
long_description_content_type="text/markdown",
url="https://github.com/ml-explore/mlx",
packages=packages,
package_dir=package_dir,
package_data=package_data,
include_package_data=True,
extras_require={
"testing": ["numpy", "torch"],
"dev": ["pre-commit"],
},
ext_modules=[CMakeExtension("mlx.core")],
cmdclass={"build_ext": CMakeBuild, "generate_stubs": GenerateStubs},
zip_safe=False,
python_requires=">=3.8",
)