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setup.py
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setup.py
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from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
from distutils.spawn import find_executable
from distutils import sysconfig, log
import setuptools
import setuptools.command.build_py
import setuptools.command.develop
import setuptools.command.build_ext
import setuptools.command.install
from collections import namedtuple
from contextlib import contextmanager
import glob
import os
import shlex
import subprocess
import sys
from textwrap import dedent
import multiprocessing
try:
import torch
except ImportError as e:
print('Unable to import torch. Error:')
print('\t', e)
print('You need to install pytorch first.')
sys.exit(1)
TOP_DIR = os.path.realpath(os.path.dirname(__file__))
SRC_DIR = os.path.join(TOP_DIR, 'torch_tvm')
CMAKE_BUILD_DIR = os.path.join(TOP_DIR, 'build')
CMAKE = find_executable('cmake') or find_executable('cmake3')
if not CMAKE:
print('Could not find "cmake". Make sure it is in your PATH.')
sys.exit(1)
llvm_config_versions = ['', '-7', '-6.0']
for ver in llvm_config_versions:
LLVM_CONFIG = find_executable('llvm-config{}'.format(ver))
if LLVM_CONFIG:
break
else:
print('Could not find "llvm-config". Make sure it is in your PATH.')
sys.exit(1)
install_requires = []
setup_requires = []
tests_require = []
extras_require = {}
################################################################################
# Global flags and environment variables
################################################################################
DEBUG = bool(os.getenv('DEBUG'))
RERUN_CMAKE = False
filtered_args = []
for i, arg in enumerate(sys.argv):
if arg == '--cmake':
RERUN_CMAKE = True
continue
filtered_args.append(arg)
sys.argv = filtered_args
################################################################################
# Version
################################################################################
try:
git_version = subprocess.check_output(['git', 'rev-parse', 'HEAD'],
cwd=TOP_DIR).decode('ascii').strip()
except (OSError, subprocess.CalledProcessError):
git_version = None
with open(os.path.join(TOP_DIR, 'VERSION_NUMBER')) as version_file:
VersionInfo = namedtuple('VersionInfo', ['version', 'git_version'])(
version=version_file.read().strip(),
git_version=git_version
)
################################################################################
# Utilities
################################################################################
@contextmanager
def cd(path):
if not os.path.isabs(path):
raise RuntimeError('Can only cd to absolute path, got: {}'.format(path))
orig_path = os.getcwd()
os.chdir(path)
try:
yield
finally:
os.chdir(orig_path)
################################################################################
# Customized commands
################################################################################
class build_py(setuptools.command.build_py.build_py):
def run(self):
with open(os.path.join(SRC_DIR, 'version.py'), 'w') as f:
f.write(dedent('''\
# This file is generated by setup.py. DO NOT EDIT!
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
version = '{version}'
git_version = '{git_version}'
'''.format(**dict(VersionInfo._asdict()))))
return setuptools.command.build_py.build_py.run(self)
class cmake_build(setuptools.Command):
"""
Compiles everything when `python setup.py develop` is run using cmake.
Custom args can be passed to cmake by specifying the `CMAKE_ARGS`
environment variable.
"""
def initialize_options(self):
pass
def finalize_options(self):
pass
def _run_cmake(self):
with cd(CMAKE_BUILD_DIR):
cmake_args = [
CMAKE,
'-DCMAKE_EXPORT_COMPILE_COMMANDS=ON',
'-DCMAKE_BUILD_TYPE={}'.format('Debug' if DEBUG else 'Release'),
'-DPYTHON_EXECUTABLE={}'.format(sys.executable),
# PyTorch cmake args
'-DPYTORCH_DIR={}'.format(
os.path.dirname(os.path.realpath(torch.__file__))),
# TVM cmake args
'-DUSE_LLVM={}'.format(LLVM_CONFIG),
'-DTVM_DIR={}'.format(os.path.join(TOP_DIR, 'tvm')),
]
if 'CMAKE_ARGS' in os.environ:
extra_cmake_args = shlex.split(os.environ['CMAKE_ARGS'])
log.info('Extra cmake args: {}'.format(extra_cmake_args))
cmake_args.extend(extra_cmake_args)
cmake_args.append(TOP_DIR)
subprocess.check_call(cmake_args)
def _run_build(self):
with cd(CMAKE_BUILD_DIR):
build_args = [
CMAKE,
'--build', os.curdir,
'--', '-j', str(multiprocessing.cpu_count()),
]
subprocess.check_call(build_args)
def run(self):
if not os.path.exists(CMAKE_BUILD_DIR):
os.makedirs(CMAKE_BUILD_DIR)
is_initial_build = not os.path.exists(os.path.join(CMAKE_BUILD_DIR, "CMakeCache.txt"))
if is_initial_build or RERUN_CMAKE:
self._run_cmake()
self._run_build()
class develop(setuptools.command.develop.develop):
def run(self):
self.run_command('build_ext')
setuptools.command.develop.develop.run(self)
class build_ext(setuptools.command.build_ext.build_ext):
def run(self):
self.run_command('cmake_build')
setuptools.command.build_ext.build_ext.run(self)
def build_extensions(self):
for ext in self.extensions:
fullname = self.get_ext_fullname(ext.name)
filename = os.path.basename(self.get_ext_filename(fullname))
src = os.path.join(CMAKE_BUILD_DIR, filename)
dst = os.path.join(os.path.realpath(self.build_lib), 'torch_tvm', filename)
if not os.path.exists(os.path.dirname(dst)):
os.makedirs(os.path.dirname(dst))
self.copy_file(src, dst)
class install(setuptools.command.install.install):
def run(self):
setuptools.command.install.install.run(self)
mk_tvm_dir = [
'mkdir',
'-p',
'{}'.format(os.path.join(TOP_DIR, 'tvm', 'build')),
]
subprocess.check_call(mk_tvm_dir)
copy_tvm_files = [
'cp',
'-a',
'{}'.format(os.path.join(CMAKE_BUILD_DIR, 'tvm', '.')),
'{}'.format(os.path.join(TOP_DIR, 'tvm', 'build')),
]
subprocess.check_call(copy_tvm_files)
with cd(os.path.join(TOP_DIR, 'tvm', 'python')):
subprocess.check_call("{} setup.py install".format(sys.executable), shell=True)
with cd(os.path.join(TOP_DIR, 'tvm', 'topi', 'python')):
subprocess.check_call("{} setup.py install".format(sys.executable), shell=True)
cmdclass = {
'cmake_build': cmake_build,
'build_py': build_py,
'develop': develop,
'build_ext': build_ext,
'install': install,
}
################################################################################
# Extensions
################################################################################
ext_modules = [
setuptools.Extension(
name=str('torch_tvm._torch_tvm'),
sources=[])
]
################################################################################
# Packages
################################################################################
# no need to do fancy stuff so far
packages = setuptools.find_packages()
################################################################################
# Test
################################################################################
setup_requires.append('pytest-runner')
tests_require.append('pytest')
tests_require.append('scikit-image')
################################################################################
# Final
################################################################################
setuptools.setup(
name="torch_tvm",
version=VersionInfo.version,
description="PyTorch + TVM",
ext_modules=ext_modules,
cmdclass=cmdclass,
packages=packages,
include_package_data=True,
install_requires=install_requires,
setup_requires=setup_requires,
tests_require=tests_require,
extras_require=extras_require,
author='bddppq',
author_email='jbai@fb.com',
url='https://github.com/pytorch/tvm',
)