mirror of
https://github.com/ml-explore/mlx.git
synced 2024-09-15 10:04:00 +02:00
192 lines
6.8 KiB
Python
192 lines
6.8 KiB
Python
# Copyright © 2023 Apple Inc.
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import datetime
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import os
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import re
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import subprocess
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import sys
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from pathlib import Path
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from subprocess import run
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from setuptools import Command, Extension, find_namespace_packages, setup
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from setuptools.command.build_ext import build_ext
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def get_version(version):
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if "PYPI_RELEASE" not in os.environ:
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today = datetime.date.today()
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version = f"{version}.dev{today.year}{today.month:02d}{today.day:02d}"
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if "DEV_RELEASE" not in os.environ:
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git_hash = (
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run(
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"git rev-parse --short HEAD".split(),
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capture_output=True,
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check=True,
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)
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.stdout.strip()
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.decode()
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)
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version = f"{version}+{git_hash}"
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return version
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# A CMakeExtension needs a sourcedir instead of a file list.
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# The name must be the _single_ output extension from the CMake build.
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# If you need multiple extensions, see scikit-build.
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class CMakeExtension(Extension):
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def __init__(self, name: str, sourcedir: str = "") -> None:
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super().__init__(name, sources=[])
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self.sourcedir = os.fspath(Path(sourcedir).resolve())
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class CMakeBuild(build_ext):
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def build_extension(self, ext: CMakeExtension) -> None:
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# Must be in this form due to bug in .resolve() only fixed in Python 3.10+
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ext_fullpath = Path.cwd() / self.get_ext_fullpath(ext.name) # type: ignore[no-untyped-call]
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extdir = ext_fullpath.parent.resolve()
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debug = int(os.environ.get("DEBUG", 0)) if self.debug is None else self.debug
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cfg = "Debug" if debug else "Release"
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# CMake lets you override the generator - we need to check this.
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# Can be set with Conda-Build, for example.
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cmake_generator = os.environ.get("CMAKE_GENERATOR", "")
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# Set Python_EXECUTABLE instead if you use PYBIND11_FINDPYTHON
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# EXAMPLE_VERSION_INFO shows you how to pass a value into the C++ code
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# from Python.
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cmake_args = [
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f"-DCMAKE_INSTALL_PREFIX={extdir}{os.sep}",
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f"-DCMAKE_BUILD_TYPE={cfg}",
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"-DBUILD_SHARED_LIBS=ON",
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"-DMLX_BUILD_PYTHON_BINDINGS=ON",
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"-DMLX_BUILD_TESTS=OFF",
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"-DMLX_BUILD_BENCHMARKS=OFF",
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"-DMLX_BUILD_EXAMPLES=OFF",
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f"-DMLX_PYTHON_BINDINGS_OUTPUT_DIRECTORY={extdir}{os.sep}",
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]
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build_args = []
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# Adding CMake arguments set as environment variable
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# (needed e.g. to build for ARM OSx on conda-forge)
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if "CMAKE_ARGS" in os.environ:
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cmake_args += [item for item in os.environ["CMAKE_ARGS"].split(" ") if item]
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# Pass version to C++
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cmake_args += [f"-DMLX_VERSION={self.distribution.get_version()}"] # type: ignore[attr-defined]
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if sys.platform.startswith("darwin"):
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# Cross-compile support for macOS - respect ARCHFLAGS if set
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archs = re.findall(r"-arch (\S+)", os.environ.get("ARCHFLAGS", ""))
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if archs:
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cmake_args += ["-DCMAKE_OSX_ARCHITECTURES={}".format(";".join(archs))]
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# Set CMAKE_BUILD_PARALLEL_LEVEL to control the parallel build level
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# across all generators.
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if "CMAKE_BUILD_PARALLEL_LEVEL" not in os.environ:
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# self.parallel is a Python 3 only way to set parallel jobs by hand
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# using -j in the build_ext call, not supported by pip or PyPA-build.
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if hasattr(self, "parallel") and self.parallel:
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# CMake 3.12+ only.
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build_args += [f"-j{self.parallel}"]
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build_temp = Path(self.build_temp) / ext.name
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if not build_temp.exists():
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build_temp.mkdir(parents=True)
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subprocess.run(
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["cmake", ext.sourcedir, *cmake_args], cwd=build_temp, check=True
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)
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subprocess.run(
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["cmake", "--build", ".", "--target", "install", *build_args],
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cwd=build_temp,
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check=True,
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)
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# Make sure to copy mlx.metallib for inplace builds
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def run(self):
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super().run()
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# Based on https://github.com/pypa/setuptools/blob/main/setuptools/command/build_ext.py#L102
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if self.inplace:
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for ext in self.extensions:
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if ext.name == "mlx.core":
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# Resolve inplace package dir
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build_py = self.get_finalized_command("build_py")
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inplace_file, regular_file = self._get_inplace_equivalent(
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build_py, ext
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)
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inplace_dir = str(Path(inplace_file).parent.resolve())
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regular_dir = str(Path(regular_file).parent.resolve())
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self.copy_tree(regular_dir, inplace_dir)
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class GenerateStubs(Command):
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user_options = []
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def initialize_options(self):
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pass
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def finalize_options(self):
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pass
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def run(self) -> None:
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out_path = "python/mlx/core"
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stub_cmd = [
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"python",
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"-m",
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"nanobind.stubgen",
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"-m",
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"mlx.core",
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]
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subprocess.run(stub_cmd + ["-r", "-O", out_path])
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# Run again without recursive to specify output file name
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subprocess.run(["rm", f"{out_path}/mlx.pyi"])
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subprocess.run(stub_cmd + ["-o", f"{out_path}/__init__.pyi"])
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# Read the content of README.md
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with open(Path(__file__).parent / "README.md", encoding="utf-8") as f:
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long_description = f.read()
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# The information here can also be placed in setup.cfg - better separation of
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# logic and declaration, and simpler if you include description/version in a file.
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if __name__ == "__main__":
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packages = find_namespace_packages(
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where="python", exclude=["src", "tests", "tests.*"]
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)
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package_dir = {"": "python"}
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package_data = {"mlx": ["lib/*", "include/*", "share/*"], "mlx.core": ["*.pyi"]}
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setup(
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name="mlx",
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version=get_version("0.17.3"),
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author="MLX Contributors",
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author_email="mlx@group.apple.com",
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description="A framework for machine learning on Apple silicon.",
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long_description=long_description,
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long_description_content_type="text/markdown",
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url="https://github.com/ml-explore/mlx",
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packages=packages,
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package_dir=package_dir,
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package_data=package_data,
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include_package_data=True,
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extras_require={
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"dev": [
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"nanobind==2.1.0",
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"numpy",
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"pre-commit",
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"setuptools>=42",
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"torch",
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"typing_extensions",
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],
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},
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ext_modules=[CMakeExtension("mlx.core")],
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cmdclass={"build_ext": CMakeBuild, "generate_stubs": GenerateStubs},
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zip_safe=False,
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python_requires=">=3.8",
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)
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