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setup.py
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setup.py
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#-------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#--------------------------------------------------------------------------
from setuptools import setup, find_packages, Extension
from distutils import log as logger
from distutils.command.build_ext import build_ext as _build_ext
from glob import glob
from os import path, getcwd, environ, remove
from shutil import copyfile
import platform
import subprocess
import sys
import datetime
nightly_build = False
package_name = 'onnxruntime'
if '--use_tensorrt' in sys.argv:
package_name = 'onnxruntime-gpu-tensorrt'
sys.argv.remove('--use_tensorrt')
if '--nightly_build' in sys.argv:
package_name = 'ort-trt-nightly'
nightly_build = True
sys.argv.remove('--nightly_build')
elif '--use_cuda' in sys.argv:
package_name = 'onnxruntime-gpu'
sys.argv.remove('--use_cuda')
if '--nightly_build' in sys.argv:
package_name = 'ort-gpu-nightly'
nightly_build = True
sys.argv.remove('--nightly_build')
elif '--use_ngraph' in sys.argv:
package_name = 'onnxruntime-ngraph'
sys.argv.remove('--use_ngraph')
elif '--use_dnnl' in sys.argv:
package_name = 'onnxruntime-dnnl'
sys.argv.remove('--use_dnnl')
elif '--use_openvino' in sys.argv:
package_name = 'onnxruntime-openvino'
elif '--use_nuphar' in sys.argv:
package_name = 'onnxruntime-nuphar'
sys.argv.remove('--use_nuphar')
if '--nightly_build' in sys.argv:
package_name = 'ort-nightly'
nightly_build = True
sys.argv.remove('--nightly_build')
is_manylinux1 = False
if environ.get('AUDITWHEEL_PLAT', None) == 'manylinux1_x86_64' or environ.get('AUDITWHEEL_PLAT', None) == 'manylinux2010_x86_64' :
is_manylinux1 = True
class build_ext(_build_ext):
def build_extension(self, ext):
dest_file = self.get_ext_fullpath(ext.name)
logger.info('copying %s -> %s', ext.sources[0], dest_file)
copyfile(ext.sources[0], dest_file)
try:
from wheel.bdist_wheel import bdist_wheel as _bdist_wheel
class bdist_wheel(_bdist_wheel):
def finalize_options(self):
_bdist_wheel.finalize_options(self)
if not is_manylinux1:
self.root_is_pure = False
def _rewrite_ld_preload(self, to_preload):
with open('onnxruntime/capi/_ld_preload.py', 'rt') as f:
ld_preload = f.read().splitlines()
with open('onnxruntime/capi/_ld_preload.py', 'wt') as f:
for line in ld_preload:
f.write(line)
f.write('\n')
if 'LD_PRELOAD_BEGIN_MARK' in line:
break
if len(to_preload) > 0:
f.write('from ctypes import CDLL, RTLD_GLOBAL\n')
for library in to_preload:
f.write('_{} = CDLL("{}", mode=RTLD_GLOBAL)\n'.format(library.split('.')[0], library))
def run(self):
if is_manylinux1:
source = 'onnxruntime/capi/onnxruntime_pybind11_state.so'
dest = 'onnxruntime/capi/onnxruntime_pybind11_state_manylinux1.so'
logger.info('copying %s -> %s', source, dest)
copyfile(source, dest)
result = subprocess.run(['patchelf', '--print-needed', dest], check=True, stdout=subprocess.PIPE, universal_newlines=True)
cuda_dependencies = ['libcublas.so', 'libcudnn.so', 'libcudart.so', 'libcurand.so']
to_preload = []
args = ['patchelf', '--debug']
for line in result.stdout.split('\n'):
for dependency in cuda_dependencies:
if dependency in line:
to_preload.append(line)
args.extend(['--remove-needed', line])
args.append(dest)
if len(to_preload) > 0:
subprocess.run(args, check=True, stdout=subprocess.PIPE)
self._rewrite_ld_preload(to_preload)
_bdist_wheel.run(self)
if is_manylinux1:
file = glob(path.join(self.dist_dir, '*linux*.whl'))[0]
logger.info('repairing %s for manylinux1', file)
try:
subprocess.run(['auditwheel', 'repair', '-w', self.dist_dir, file], check=True, stdout=subprocess.PIPE)
finally:
logger.info('removing %s', file)
remove(file)
except ImportError as error:
print("Error importing dependencies:")
print(error)
bdist_wheel = None
# Additional binaries
if platform.system() == 'Linux':
libs = ['onnxruntime_pybind11_state.so', 'libdnnl.so.1', 'libmklml_intel.so', 'libiomp5.so', 'mimalloc.so']
# nGraph Libs
libs.extend(['libngraph.so', 'libcodegen.so', 'libcpu_backend.so', 'libmkldnn.so', 'libtbb_debug.so', 'libtbb_debug.so.2', 'libtbb.so', 'libtbb.so.2'])
# Nuphar Libs
libs.extend(['libtvm.so.0.5.1'])
# Openvino Libs
libs.extend(['libcpu_extension.so'])
if nightly_build:
libs.extend(['libonnxruntime_pywrapper.so'])
elif platform.system() == "Darwin":
libs = ['onnxruntime_pybind11_state.so', 'libdnnl.1.dylib', 'mimalloc.so'] # TODO add libmklml and libiomp5 later.
if nightly_build:
libs.extend(['libonnxruntime_pywrapper.dylib'])
else:
libs = ['onnxruntime_pybind11_state.pyd', 'dnnl.dll', 'mklml.dll', 'libiomp5md.dll']
libs.extend(['ngraph.dll', 'cpu_backend.dll', 'tbb.dll', 'mimalloc-override.dll', 'mimalloc-redirect.dll', 'mimalloc-redirect32.dll'])
# Nuphar Libs
libs.extend(['tvm.dll'])
# Openvino Libs
libs.extend(['cpu_extension.dll'])
if nightly_build:
libs.extend(['onnxruntime_pywrapper.dll'])
if is_manylinux1:
data = ['capi/libonnxruntime_pywrapper.so'] if nightly_build else []
ext_modules = [
Extension(
'onnxruntime.capi.onnxruntime_pybind11_state',
['onnxruntime/capi/onnxruntime_pybind11_state_manylinux1.so'],
),
]
else:
data = [path.join('capi', x) for x in libs if path.isfile(path.join('onnxruntime', 'capi', x))]
ext_modules = []
python_modules_list = list()
if '--use_openvino' in sys.argv:
#Adding python modules required for openvino ep
python_modules_list.extend(['openvino_mo', 'openvino_emitter'])
sys.argv.remove('--use_openvino')
# Additional examples
examples_names = ["mul_1.onnx", "logreg_iris.onnx", "sigmoid.onnx"]
examples = [path.join('datasets', x) for x in examples_names]
# Extra files such as EULA and ThirdPartyNotices
extra = ["LICENSE", "ThirdPartyNotices.txt", "Privacy.md"]
if package_name == 'onnxruntime-nuphar':
extra.extend([path.join('nuphar', 'NUPHAR_CACHE_VERSION')])
# Description
README = path.join(getcwd(), "docs/python/README.rst")
if not path.exists(README):
this = path.dirname(__file__)
README = path.join(this, "docs/python/README.rst")
if not path.exists(README):
raise FileNotFoundError("Unable to find 'README.rst'")
with open(README) as f:
long_description = f.read()
version_number = ''
with open('VERSION_NUMBER') as f:
version_number = f.readline().strip()
if nightly_build:
#https://docs.microsoft.com/en-us/azure/devops/pipelines/build/variables
date_suffix = environ.get('BUILD_BUILDNUMBER')
if date_suffix is None:
#The following line is only for local testing
date_suffix = str(datetime.datetime.now().date().strftime("%Y%m%d"))
else:
date_suffix = date_suffix.replace('.','')
version_number = version_number + ".dev" + date_suffix
cmd_classes = {}
if bdist_wheel is not None :
cmd_classes['bdist_wheel'] = bdist_wheel
cmd_classes['build_ext'] = build_ext
# Setup
setup(
name=package_name,
version=version_number,
description='ONNX Runtime Python bindings',
long_description=long_description,
author='Microsoft Corporation',
author_email='[email protected]',
cmdclass=cmd_classes,
license="MIT License",
packages=['onnxruntime',
'onnxruntime.backend',
'onnxruntime.capi',
'onnxruntime.datasets',
'onnxruntime.tools',
] + (['onnxruntime.nuphar'] if package_name == 'onnxruntime-nuphar' else []),
ext_modules=ext_modules,
package_data={
'onnxruntime': data + examples + extra,
},
py_modules=python_modules_list,
install_requires=[
'onnx>=1.2.3',
'numpy>=1.18.0'
],
entry_points= {
'console_scripts': [
'onnxruntime_test = onnxruntime.tools.onnxruntime_test:main',
]
},
classifiers=[
'Development Status :: 5 - Production/Stable',
'Environment :: Console',
'Intended Audience :: Developers',
'License :: OSI Approved :: MIT License',
'Operating System :: POSIX :: Linux',
'Programming Language :: Python',
'Programming Language :: Python :: 3 :: Only',
'Programming Language :: Python :: 3.5',
'Programming Language :: Python :: 3.6',
'Programming Language :: Python :: 3.7'],
)