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easyblock = 'PythonBundle' | ||
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name = 'MONAI' | ||
version = '1.3.0' | ||
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homepage = 'https://monai.io/' | ||
description = """ | ||
MONAI is a PyTorch-based, open-source framework for deep learning in healthcare | ||
imaging, part of PyTorch Ecosystem. | ||
""" | ||
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toolchain = {'name': 'foss', 'version': '2023a'} | ||
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github_account = 'Project-MONAI' | ||
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dependencies = [ | ||
('Python', '3.11.3'), | ||
('PyTorch', '2.1.2'), # TODO 2.1.2 | ||
('PyTorch-Ignite', '0.4.12'), # TODO | ||
('einops', '0.7.0'), | ||
('ITK', '5.3.0'), | ||
('NiBabel', '5.2.0'), | ||
('scikit-image', '0.22.0'), | ||
('tensorboard', '2.10.0'), # TODO | ||
('torchvision', '0.13.1'), # TODO | ||
('tqdm', '4.66.1'), | ||
('Pillow', '10.0.0'), | ||
('openslide-python', '1.3.1'), | ||
('BeautifulSoup', '4.12.2'), | ||
] | ||
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# install MONAI with list of 'extras', which require additional dependencies | ||
local_pip_extras = "nibabel,skimage,pillow,tensorboard,gdown,ignite,torchvision,itk,tqdm,lmdb,psutil,openslide,fire" | ||
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# avoid using hatchling as build backend (since installing it for this old Python version is a nightmare) | ||
local_preinstallopts_termcolor = ' '.join([ | ||
r"""sed -i -e 's/^build-backend = .*/build-backend = "setuptools.build_meta"/g' """, | ||
r"""-e 's/^requires = \[/requires = \["setuptools"/g' """, | ||
r"""-e '/"hatch/d' """, | ||
# replace dynamic version with hardcoded version | ||
r"""-e '/"version"/d' """, | ||
r"""-e 's/^readme = .*/version = "%(version)s"/g' """, | ||
r"pyproject.toml && ", | ||
]) | ||
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exts_list = [ | ||
('gdown', '4.7.1', { | ||
'checksums': ['347f23769679aaf7efa73e5655270fcda8ca56be65eb84a4a21d143989541045'], | ||
}), | ||
('lmdb', '1.4.1', { | ||
'checksums': ['1f4c76af24e907593487c904ef5eba1993beb38ed385af82adb25a858f2d658d'], | ||
}), | ||
('termcolor', '2.3.0', { | ||
'checksums': ['b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a'], | ||
'preinstallopts': local_preinstallopts_termcolor, | ||
}), | ||
('fire', '0.5.0', { | ||
'checksums': ['a6b0d49e98c8963910021f92bba66f65ab440da2982b78eb1bbf95a0a34aacc6'], | ||
}), | ||
(name, version, { | ||
'source_urls': ['https://github.com/%(github_account)s/%(name)s/archive'], | ||
'sources': ['%(version)s.tar.gz'], | ||
'checksums': ['67e0f55678faad4bd38b1ea69d5de94586b20b551b8ad745415623a8b6c1c5e2'], | ||
'preinstallopts': "BUILD_MONAI=1", | ||
'use_pip_extras': local_pip_extras, | ||
}), | ||
] | ||
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use_pip = True | ||
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sanity_pip_check = True | ||
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# 'pip check' does not verify whether all optional dependencies required to support 'extras' | ||
# are actually available, so we do it here via an import check; | ||
# Pillow is a special case, since there we need to use 'import PIL' | ||
sanity_check_commands = [ | ||
"python -c 'import monai; monai.config.print_config()'", | ||
"python -c 'import PIL'", # for Pillow required dependency | ||
] + ["python -c 'import %s'" % x for x in local_pip_extras.split(',') if x != 'pillow'] | ||
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sanity_check_paths = { | ||
'files': ['lib/python%%(pyshortver)s/site-packages/%%(namelower)s/_C.%s' % SHLIB_EXT], | ||
'dirs': [], | ||
} | ||
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moduleclass = 'vis' |