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setup.py
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import distutils
import distutils.spawn
import os
import platform
import re
import shutil
import subprocess
import sys
import tarfile
import urllib.request
from distutils.version import LooseVersion
from typing import NamedTuple
from setuptools import Extension, setup
from setuptools.command.build_ext import build_ext
# Taken from https://github.com/pytorch/pytorch/blob/master/tools/setup_helpers/env.py
def check_env_flag(name: str, default: str = "") -> bool:
return os.getenv(name, default).upper() in ["ON", "1", "YES", "TRUE", "Y"]
def get_build_type():
if check_env_flag("DEBUG"):
return "Debug"
elif check_env_flag("REL_WITH_DEB_INFO"):
return "RelWithDebInfo"
else:
return "Release"
def use_system_llvm():
if platform.system() == "Windows":
return True
versions = ['-11.0', '-11', '-11-64']
supported = ['llvm-config{v}'.format(v=v) for v in versions]
paths = [distutils.spawn.find_executable(cfg) for cfg in supported]
return any(p is not None for p in paths)
def get_thirdparty_packages(triton_cache_path):
class Package(NamedTuple):
package: str
name: str
url: str
test_file: str
include_flag: str
lib_flag: str
packages = [
Package("pybind11", "pybind11-2.10.0", "https://github.com/pybind/pybind11/archive/refs/tags/v2.10.0.tar.gz", "include/pybind11/pybind11.h", "PYBIND11_INCLUDE_DIR", "")
]
if not use_system_llvm():
# donwload LLVM if no suitable system LLVM is installed
packages.append(
Package("llvm", "clang+llvm-11.0.1-x86_64-linux-gnu-ubuntu-16.04", "https://github.com/llvm/llvm-project/releases/download/llvmorg-11.0.1/clang+llvm-11.0.1-x86_64-linux-gnu-ubuntu-16.04.tar.xz", "lib", "LLVM_INCLUDE_DIRS", "LLVM_LIBRARY_DIR")
)
thirdparty_cmake_args = []
for p in packages:
package_root_dir = os.path.join(triton_cache_path, p.package)
package_dir = os.path.join(package_root_dir, p.name)
test_file_path = os.path.join(package_dir, p.test_file)
if not os.path.exists(test_file_path):
try:
shutil.rmtree(package_root_dir)
except Exception:
pass
os.makedirs(package_root_dir, exist_ok=True)
print('downloading and extracting {} ...'.format(p.url))
ftpstream = urllib.request.urlopen(p.url)
file = tarfile.open(fileobj=ftpstream, mode="r|*")
file.extractall(path=package_root_dir)
if p.include_flag:
thirdparty_cmake_args.append("-D{}={}/include".format(p.include_flag, package_dir))
if p.lib_flag:
thirdparty_cmake_args.append("-D{}={}/lib".format(p.lib_flag, package_dir))
return thirdparty_cmake_args
class CMakeExtension(Extension):
def __init__(self, name, path, sourcedir=""):
Extension.__init__(self, name, sources=[])
self.sourcedir = os.path.abspath(sourcedir)
self.path = path
class CMakeBuild(build_ext):
user_options = build_ext.user_options + [('base-dir=', None, 'base directory of Triton')]
def initialize_options(self):
build_ext.initialize_options(self)
self.base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir))
def finalize_options(self):
build_ext.finalize_options(self)
def run(self):
try:
out = subprocess.check_output(["cmake", "--version"])
except OSError:
raise RuntimeError(
"CMake must be installed to build the following extensions: " + ", ".join(e.name for e in self.extensions)
)
if platform.system() == "Windows":
cmake_version = LooseVersion(re.search(r"version\s*([\d.]+)", out.decode()).group(1))
if cmake_version < "3.1.0":
raise RuntimeError("CMake >= 3.1.0 is required on Windows")
for ext in self.extensions:
self.build_extension(ext)
def build_extension(self, ext):
triton_cache_path = os.path.join(os.environ["HOME"], ".triton")
thirdparty_cmake_args = get_thirdparty_packages(triton_cache_path)
extdir = os.path.abspath(os.path.dirname(self.get_ext_fullpath(ext.path)))
# create build directories
if not os.path.exists(self.build_temp):
os.makedirs(self.build_temp)
# python directories
python_include_dirs = [distutils.sysconfig.get_python_inc()]
cmake_args = [
"-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=" + extdir,
"-DBUILD_TUTORIALS=OFF",
"-DBUILD_PYTHON_MODULE=ON",
# '-DPYTHON_EXECUTABLE=' + sys.executable,
# '-DCMAKE_VERBOSE_MAKEFILE:BOOL=ON',
"-DPYTHON_INCLUDE_DIRS=" + ";".join(python_include_dirs)
] + thirdparty_cmake_args
# configuration
cfg = get_build_type()
build_args = ["--config", cfg]
if platform.system() == "Windows":
cmake_args += ["-DCMAKE_RUNTIME_OUTPUT_DIRECTORY_{}={}".format(cfg.upper(), extdir)]
if sys.maxsize > 2**32:
cmake_args += ["-A", "x64"]
build_args += ["--", "/m"]
else:
import multiprocessing
cmake_args += ["-DCMAKE_BUILD_TYPE=" + cfg]
build_args += ["--", '-j' + str(2 * multiprocessing.cpu_count())]
env = os.environ.copy()
subprocess.check_call(["cmake", self.base_dir] + cmake_args, cwd=self.build_temp, env=env)
subprocess.check_call(["cmake", "--build", "."] + build_args, cwd=self.build_temp)
setup(
name="triton",
version="2.0.0",
author="Philippe Tillet",
author_email="phil@openai.com",
description="A language and compiler for custom Deep Learning operations",
long_description="",
packages=["triton", "triton/_C", "triton/language", "triton/runtime", "triton/tools", "triton/ops", "triton/ops/blocksparse"],
install_requires=[
"cmake",
"filelock",
"torch",
],
package_data={
"triton/ops": ["*.c"],
"triton/ops/blocksparse": ["*.c"],
"triton/language": ["*.bc"],
},
include_package_data=True,
ext_modules=[CMakeExtension("triton", "triton/_C/")],
cmdclass={"build_ext": CMakeBuild},
zip_safe=False,
# for PyPI
keywords=["Compiler", "Deep Learning"],
url="https://github.com/openai/triton/",
classifiers=[
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Topic :: Software Development :: Build Tools",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3.6",
],
extras_require={
"tests": [
"autopep8",
"flake8",
"isort",
"numpy",
"pytest",
"scipy>=1.7.1",
],
"tutorials": [
"matplotlib",
"pandas",
"tabulate",
],
},
)