forked from ml-explore/mlx
-
Notifications
You must be signed in to change notification settings - Fork 1
/
setup.py
194 lines (163 loc) · 6.93 KB
/
setup.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
# 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}",
]
# Some generators require explcitly passing config when building.
build_args = ["--config", cfg]
# 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",
"-p",
"python/mlx/_stub_patterns.txt",
]
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("0.21.1"),
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={
"dev": [
"nanobind==2.2.0",
"numpy",
"pre-commit",
"setuptools>=42",
"torch",
"typing_extensions",
],
},
ext_modules=[CMakeExtension("mlx.core")],
cmdclass={"build_ext": CMakeBuild, "generate_stubs": GenerateStubs},
zip_safe=False,
python_requires=">=3.9",
)