forked from microsoft/onnxruntime
-
Notifications
You must be signed in to change notification settings - Fork 0
/
setup.py
362 lines (319 loc) · 13.3 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
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
#-------------------------------------------------------------------------
# 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, walk, makedirs, listdir
from shutil import copyfile, copytree, rmtree
import platform
import subprocess
import sys
import datetime
nightly_build = False
featurizers_build = False
package_name = 'onnxruntime'
wheel_name_suffix = None
# Any combination of the following arguments can be applied
if '--use_featurizers' in sys.argv:
featurizers_build = True
sys.argv.remove('--use_featurizers')
if '--nightly_build' in sys.argv:
package_name = 'ort-nightly'
nightly_build = True
sys.argv.remove('--nightly_build')
for arg in sys.argv[1:]:
if arg.startswith("--wheel_name_suffix="):
wheel_name_suffix = arg[len("--wheel_name_suffix="):]
sys.argv.remove(arg)
break
# The following arguments are mutually exclusive
if '--use_tensorrt' in sys.argv:
package_name = 'onnxruntime-gpu-tensorrt' if not nightly_build else 'ort-trt-nightly'
sys.argv.remove('--use_tensorrt')
elif '--use_cuda' in sys.argv:
package_name = 'onnxruntime-gpu' if not nightly_build else 'ort-gpu-nightly'
sys.argv.remove('--use_cuda')
elif '--use_ngraph' in sys.argv:
package_name = 'onnxruntime-ngraph'
sys.argv.remove('--use_ngraph')
elif '--use_openvino' in sys.argv:
package_name = 'onnxruntime-openvino'
sys.argv.remove('--use_openvino')
elif '--use_dnnl' in sys.argv:
package_name = 'onnxruntime-dnnl'
sys.argv.remove('--use_dnnl')
elif '--use_nuphar' in sys.argv:
package_name = 'onnxruntime-nuphar'
sys.argv.remove('--use_nuphar')
elif '--use_vitisai' in sys.argv:
package_name = 'onnxruntime-vitisai'
sys.argv.remove('--use_vitisai')
elif '--use_acl' in sys.argv:
package_name = 'onnxruntime-acl'
sys.argv.remove('--use_acl')
elif '--use_armnn' in sys.argv:
package_name = 'onnxruntime-armnn'
sys.argv.remove('--use_armnn')
elif '--use_dml' in sys.argv:
package_name = 'onnxruntime-dml'
sys.argv.remove('--use_dml')
# PEP 513 defined manylinux1_x86_64 and manylinux1_i686
# PEP 571 defined manylinux2010_x86_64 and manylinux2010_i686
# PEP 599 defines the following platform tags:
# manylinux2014_x86_64
# manylinux2014_i686
# manylinux2014_aarch64
# manylinux2014_armv7l
# manylinux2014_ppc64
# manylinux2014_ppc64le
# manylinux2014_s390x
manylinux_tags = [
'manylinux1_x86_64',
'manylinux1_i686',
'manylinux2010_x86_64',
'manylinux2010_i686',
'manylinux2014_x86_64',
'manylinux2014_i686',
'manylinux2014_aarch64',
'manylinux2014_armv7l',
'manylinux2014_ppc64',
'manylinux2014_ppc64le',
'manylinux2014_s390x',
]
is_manylinux = environ.get('AUDITWHEEL_PLAT', None) in manylinux_tags
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_manylinux:
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_manylinux:
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', 'libcufft.so', 'libnvToolsExt.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_manylinux:
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', 'libmklml_gnu.so', 'libiomp5.so', 'mimalloc.so']
# DNNL & TensorRT EPs are built as shared libs
libs.extend(['libonnxruntime_providers_shared.so'])
libs.extend(['libonnxruntime_providers_dnnl.so'])
libs.extend(['libonnxruntime_providers_tensorrt.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'])
# OpenVINO Libs
if package_name == 'onnxruntime-openvino':
if platform.system() == 'Linux':
libs.extend(['libovep_ngraph.so'])
# Nuphar Libs
libs.extend(['libtvm.so.0.5.1'])
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.
# DNNL & TensorRT EPs are built as shared libs
libs.extend(['libonnxruntime_providers_shared.dylib'])
libs.extend(['libonnxruntime_providers_dnnl.dylib'])
libs.extend(['libonnxruntime_providers_tensorrt.dylib'])
if nightly_build:
libs.extend(['libonnxruntime_pywrapper.dylib'])
else:
libs = ['onnxruntime_pybind11_state.pyd', 'dnnl.dll', 'mklml.dll', 'libiomp5md.dll']
# DNNL & TensorRT EPs are built as shared libs
libs.extend(['onnxruntime_providers_shared.dll'])
libs.extend(['onnxruntime_providers_dnnl.dll'])
libs.extend(['onnxruntime_providers_tensorrt.dll'])
# nGraph Libs
libs.extend(['ngraph.dll', 'cpu_backend.dll', 'tbb.dll', 'mimalloc-override.dll', 'mimalloc-redirect.dll', 'mimalloc-redirect32.dll'])
# DirectML Libs
libs.extend(['directml.dll'])
# Nuphar Libs
libs.extend(['tvm.dll'])
if nightly_build:
libs.extend(['onnxruntime_pywrapper.dll'])
if is_manylinux:
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 = []
# 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"]
# 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()
packages = [
'onnxruntime',
'onnxruntime.backend',
'onnxruntime.capi',
'onnxruntime.capi.training',
'onnxruntime.datasets',
'onnxruntime.tools',
'onnxruntime.quantization',
'onnxruntime.quantization.operators',
'onnxruntime.transformers',
]
if '--enable_training' in sys.argv:
packages.extend(['onnxruntime.training',
'onnxruntime.training.amp',
'onnxruntime.training.optim'])
sys.argv.remove('--enable_training')
package_data = {}
data_files = []
if package_name == 'onnxruntime-nuphar':
packages += ["onnxruntime.nuphar"]
extra += [path.join('nuphar', 'NUPHAR_CACHE_VERSION')]
if featurizers_build:
# Copy the featurizer data from its current directory into the onnx runtime directory so that the
# content can be included as module data.
# Apparently, the root_dir is different based on how the script is invoked
source_root_dir = None
dest_root_dir = None
for potential_source_prefix, potential_dest_prefix in [
(getcwd(), getcwd()),
(path.dirname(__file__), path.dirname(__file__)),
(path.join(getcwd(), ".."), getcwd()),
]:
potential_dir = path.join(potential_source_prefix, "external", "FeaturizersLibrary", "Data")
if path.isdir(potential_dir):
source_root_dir = potential_source_prefix
dest_root_dir = potential_dest_prefix
break
if source_root_dir is None:
raise Exception("Unable to find the build root dir")
assert dest_root_dir is not None
featurizer_source_dir = path.join(source_root_dir, "external", "FeaturizersLibrary", "Data")
assert path.isdir(featurizer_source_dir), featurizer_source_dir
featurizer_dest_dir = path.join(dest_root_dir, "onnxruntime", "FeaturizersLibrary", "Data")
if path.isdir(featurizer_dest_dir):
rmtree(featurizer_dest_dir)
for item in listdir(featurizer_source_dir):
this_featurizer_source_fullpath = path.join(featurizer_source_dir)
assert path.isdir(this_featurizer_source_fullpath), this_featurizer_source_fullpath
copytree(this_featurizer_source_fullpath, featurizer_dest_dir)
packages.append("onnxruntime.FeaturizersLibrary.Data.{}".format(item))
package_data[packages[-1]] = listdir(path.join(featurizer_dest_dir, item))
package_data["onnxruntime"] = data + examples + extra
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
build_suffix = environ.get('BUILD_BUILDNUMBER')
if build_suffix is None:
#The following line is only for local testing
build_suffix = str(datetime.datetime.now().date().strftime("%Y%m%d"))
else:
build_suffix = build_suffix.replace('.','')
version_number = version_number + ".dev" + build_suffix
if wheel_name_suffix:
package_name = "{}_{}".format(package_name, wheel_name_suffix)
cmd_classes = {}
if bdist_wheel is not None :
cmd_classes['bdist_wheel'] = bdist_wheel
cmd_classes['build_ext'] = build_ext
requirements_path = path.join(getcwd(), "requirements.txt")
if not path.exists(requirements_path):
this = path.dirname(__file__)
requirements_path = path.join(this, "requirements.txt")
if not path.exists(requirements_path):
raise FileNotFoundError("Unable to find 'requirements.txt'")
with open(requirements_path) as f:
install_requires = f.read().splitlines()
# 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=packages,
ext_modules=ext_modules,
package_data=package_data,
data_files=data_files,
install_requires=install_requires,
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',
'Operating System :: Microsoft :: Windows',
'Operating System :: MacOS',
'Programming Language :: Python',
'Programming Language :: Python :: 3 :: Only',
'Programming Language :: Python :: 3.5',
'Programming Language :: Python :: 3.6',
'Programming Language :: Python :: 3.7'],
)