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setup.py
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setup.py
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# The setup used here is derived with bits from:
# - https://github.com/rmcgibbo/npcuda-example
import os
import sys
import platform
import subprocess
from os.path import join as pjoin
import warnings
from setuptools import setup, find_packages
from setuptools.command.sdist import sdist
from distutils.extension import Extension
from distutils import unixccompiler
from setuptools.command.build_ext import build_ext as build_ext_orig
from setuptools.command.bdist_egg import bdist_egg
from setuptools.command.install_lib import install_lib as su_install_lib
from setuptools.command.sdist import sdist as su_sdist
from pyvkfft.version import __version__, git_version, vkfft_git_version
# Maximum number of dimensions VkFFT can handle. VkFFT sets this to 4,
# pyvkfft uses a default of 8. Set an environment variable
# VKFFT_MAX_FFT_DIMENSIONS to increase this
if 'VKFFT_MAX_FFT_DIMENSIONS' in os.environ:
VKFFT_MAX_FFT_DIMENSIONS = os.environ['VKFFT_MAX_FFT_DIMENSIONS']
else:
VKFFT_MAX_FFT_DIMENSIONS = 8
def find_in_path(name, path):
"""Find a file in a search path"""
# Adapted fom http://code.activestate.com/recipes/52224
for dir in path.split(os.pathsep):
binpath = pjoin(dir, name)
if os.path.exists(binpath):
return os.path.abspath(binpath)
return None
def locate_cuda():
"""Locate the CUDA environment on the system
Returns a dict with keys 'home', 'nvcc', 'include', and 'lib64'
and values giving the absolute path to each directory.
Starts by looking for the CUDAHOME or CUDA_PATH env variable.
If not found, find 'nvcc' in the PATH.
"""
# search for nvcc
app_name = 'nvcc.exe' if platform.system() == "Windows" else 'nvcc'
nvcc, home = None, None
for p in ['CUDA_PATH', 'CUDA_HOME', 'CUDAHOME']:
if p in os.environ:
if os.path.exists(pjoin(os.environ[p], 'bin', app_name)):
nvcc = pjoin(os.environ[p], 'bin', app_name)
home = os.environ[p]
break
if nvcc is None:
# Search the PATH for NVCC
nvcc = find_in_path(app_name, os.environ['PATH'])
if nvcc is not None:
home = os.path.dirname(os.path.dirname(nvcc))
else:
raise EnvironmentError('The nvcc binary could not be '
'located in your $PATH. Either add it to your path, '
'or set $CUDA_PATH')
if platform.system() == "Windows":
libdir = pjoin(home, 'lib', 'x64')
extra_compile_args = ['-O3', '--ptxas-options=-v', '-Xcompiler', '-MD',
f'-DVKFFT_MAX_FFT_DIMENSIONS={VKFFT_MAX_FFT_DIMENSIONS}',
"--use-local-env", "-ccbin",
os.path.dirname(find_in_path('cl.exe', os.environ['PATH']))]
tmp = pjoin(os.path.dirname(find_in_path('cl.exe', os.environ['PATH'])).split('bin')[0],
'lib', 'x64')
extra_link_args = ['-L%s' % libdir, "--use-local-env", "-ccbin",
os.path.dirname(find_in_path('cl.exe', os.environ['PATH'])),
'-L%s' % tmp]
else:
if os.path.exists(pjoin(home, 'lib64')):
libdir = pjoin(home, 'lib64')
else:
libdir = pjoin(home, 'lib')
extra_compile_args = ['-O3', '--ptxas-options=-v', '-std=c++11',
'--compiler-options=-fPIC',
f'-DVKFFT_MAX_FFT_DIMENSIONS={VKFFT_MAX_FFT_DIMENSIONS}']
extra_link_args = ['--shared', '-L%s' % libdir]
cudaconfig = {'home': home, 'nvcc': nvcc,
'include_dirs': [pjoin(home, 'include'), 'src/VkFFT/vkFFT'],
'extra_compile_args': extra_compile_args,
'extra_link_args': extra_link_args}
if 'CONDA_PREFIX' in os.environ:
cudaconfig['include_dirs'].append(f"{os.environ['CONDA_PREFIX']}/include")
cudaconfig['include_dirs'].append(f"{os.environ['CONDA_PREFIX']}/Library/include")
return cudaconfig
def locate_opencl():
"""
Get the opencl configuration
:return:
"""
include_dirs = ['src/VkFFT/vkFFT']
library_dirs = []
extra_compile_args = ['-std=c++11', '-Wno-format-security',
f'-DVKFFT_MAX_FFT_DIMENSIONS={VKFFT_MAX_FFT_DIMENSIONS}']
extra_link_args = None
if platform.system() == 'Darwin':
libraries = None
extra_link_args = ['-Wl,-framework,OpenCL']
elif platform.system() == "Windows":
# Add include & lib dirs if possible from usual nvidia and AMD paths
for path in ["CUDA_HOME", "CUDAHOME", "CUDA_PATH"]:
if path in os.environ:
include_dirs.append(pjoin(os.environ[path], 'include'))
library_dirs.append(pjoin(os.environ[path], 'lib', 'x64'))
library_dirs.append(pjoin(os.path.dirname(find_in_path('cl.exe', os.environ['PATH'])).split('bin')[0],
'lib', 'x64'))
libraries = ['OpenCL']
extra_compile_args = [f'/DVKFFT_MAX_FFT_DIMENSIONS={VKFFT_MAX_FFT_DIMENSIONS}']
else:
# Linux
libraries = ['OpenCL']
extra_link_args = ['--shared']
if 'CONDA_PREFIX' in os.environ:
include_dirs.append(f"{os.environ['CONDA_PREFIX']}/include")
include_dirs.append(f"{os.environ['CONDA_PREFIX']}/Library/include")
library_dirs.append(f"{os.environ['CONDA_PREFIX']}/Library/Lib")
opencl_config = {'libraries': libraries, 'extra_link_args': extra_link_args,
'include_dirs': include_dirs, 'library_dirs': library_dirs,
'extra_compile_args': extra_compile_args}
return opencl_config
class build_ext_custom(build_ext_orig):
"""Custom `build_ext` command which will correctly compile and link
the OpenCL and CUDA modules. The hooks are based on the name of the extension"""
def build_extension(self, ext):
if "cuda" in ext.name:
# Use nvcc for compilation. This assumes all sources are .cu files
# for this extension.
default_compiler = self.compiler
# Create unix compiler patched for cu
self.compiler = unixccompiler.UnixCCompiler()
self.compiler.src_extensions.append('.cu')
tmp = CUDA['nvcc'] # .replace('\\\\','toto')
self.compiler.set_executable('compiler_so', [tmp])
self.compiler.set_executable('linker_so', [tmp])
if platform.system() == "Windows":
CUDA['extra_link_args'] += ['--shared', '-Xcompiler', '-MD']
# pythonXX.lib must be in the linker paths
# Is using sys.prefix\libs always correct ?
CUDA['extra_link_args'].append('-L%s' % pjoin(sys.prefix, 'libs'))
super().build_extension(ext)
# Restore default linker and compiler
self.compiler = default_compiler
else:
super().build_extension(ext)
def get_export_symbols(self, ext):
""" Hook to make sure we get the correct symbols for windows"""
if ("opencl" in ext.name or "cuda" in ext.name) and platform.system() == "Windows":
return ext.export_symbols
return super().get_export_symbols(ext)
def get_ext_filename(self, ext_name):
""" Hook to make sure we keep the correct name (*.so) for windows"""
if ("opencl" in ext_name or "cuda" in ext_name) and platform.system() == "Windows":
return ext_name + '.so'
return super().get_ext_filename(ext_name)
ext_modules = []
install_requires = ['numpy', 'psutil']
exclude_packages = ['examples']
CUDA = None
OPENCL = None
if "VKFFT_BACKEND" in os.environ:
v = os.environ["VKFFT_BACKEND"]
# Environment variable to manually select vkfft backends. useful e.g. if nvidia tools
# are installed but not functional
# e.g. use:
# VKFFT_BACKEND=opencl pip install pyvkfft
# VKFFT_BACKEND=cuda pip install .
if 'opencl' not in v.lower():
exclude_packages.append('opencl')
if 'cuda' not in v.lower():
exclude_packages.append('cuda')
if 'cuda' not in exclude_packages:
try:
CUDA = locate_cuda()
vkfft_cuda_ext = Extension('pyvkfft._vkfft_cuda',
sources=['src/vkfft_cuda.cu'],
libraries=['nvrtc', 'cuda'],
extra_compile_args=CUDA['extra_compile_args'],
include_dirs=CUDA['include_dirs'] + ['src'],
extra_link_args=CUDA['extra_link_args'],
depends=['vkFFT.h']
)
ext_modules.append(vkfft_cuda_ext)
# install_requires.append("pycuda")
try:
import pycuda
has_pycuda = True
except ImportError:
has_pycuda = False
try:
import cupy
except ImportError:
if has_pycuda is False:
print("Reminder: you need to install either PyCUDA or CuPy to use pyvkfft.cuda")
except:
exclude_packages.append('cuda')
warnings.warn("CUDA not available ($CUDAHOME/$CUDA_PATH variables missing "
"and nvcc not in path. "
"Skipping pyvkfft.cuda module installation.", UserWarning)
if 'opencl' not in exclude_packages:
OPENCL = locate_opencl()
install_requires.append('pyopencl')
# OpenCL extension
vkfft_opencl_ext = Extension('pyvkfft._vkfft_opencl',
sources=['src/vkfft_opencl.cpp'],
extra_compile_args=OPENCL['extra_compile_args'],
include_dirs=OPENCL['include_dirs'] + ['src'],
libraries=OPENCL['libraries'],
library_dirs=OPENCL['library_dirs'],
extra_link_args=OPENCL['extra_link_args'],
depends=['vkFFT.h']
)
ext_modules.append(vkfft_opencl_ext)
with open("README.rst", "r", encoding="utf-8") as fh:
long_description = fh.read()
class bdist_egg_disabled(bdist_egg):
""" Disabled bdist_egg, to prevent use of 'python setup.py install' """
def run(self):
sys.exit("Aborting building of eggs. Please use `pip install .` to install from source.")
# Console scripts, available e.g. as 'pyvkfft-test'
scripts = ['pyvkfft/scripts/pyvkfft_test.py', 'pyvkfft/scripts/pyvkfft_test_suite.py',
'pyvkfft/scripts/pyvkfft_benchmark.py', 'pyvkfft/scripts/pyvkfft_info.py']
console_scripts = []
for s in scripts:
s1 = os.path.splitext(os.path.split(s)[1])[0]
s0 = os.path.splitext(s)[0]
console_scripts.append("%s = %s:main" % (s1.replace('_', '-'), s0.replace('/', '.')))
class pyvkfft_sdist(su_sdist):
"""Hook to include git version of pyvkfft and VkFFT"""
def make_release_tree(self, base_dir, files):
super(pyvkfft_sdist, self).make_release_tree(base_dir, files)
try:
# Replace git_version_placeholder by real git version
version_file = os.path.join(base_dir, "pyvkfft/version.py")
vers = open(version_file).read()
os.remove(version_file)
with open(version_file, "w") as fh:
vers = vers.replace("vkfft_git_version_placeholder", vkfft_git_version())
vers = vers.replace("git_version_placeholder", git_version())
fh.write(vers)
except:
print("sdist: replacing git_version failed")
class pyvkfft_install_lib(su_install_lib):
"""Hook to include git version of pyvkfft and VkFFT"""
def run(self):
super(pyvkfft_install_lib, self).run()
try:
# print(self.install_dir, self.build_dir)
# Replace git_version_placeholder by real git version
version_file = os.path.join(self.install_dir, "pyvkfft/version.py")
vers = open(version_file).read()
os.remove(version_file)
with open(version_file, "w") as fh:
vers = vers.replace("vkfft_git_version_placeholder", vkfft_git_version())
vers = vers.replace("git_version_placeholder", git_version())
fh.write(vers)
except:
print("install_lib: replacing git_version failed")
setup(name="pyvkfft",
version=__version__,
description="Python wrapper for the CUDA and OpenCL backends of VkFFT,"
"providing GPU FFT for PyCUDA, PyOpenCL and CuPy",
long_description=long_description,
ext_modules=ext_modules,
packages=find_packages(exclude=exclude_packages),
include_package_data=True,
author="Vincent Favre-Nicolin",
author_email="[email protected]",
url="https://github.com/vincefn/pyvkfft",
project_urls={
"Source": "https://github.com/vincefn/pyvkfft",
"Documentation": "https://pyvkfft.readthedocs.io/",
"Bug Tracker": "https://github.com/vincefn/pyvkfft/issues",
"VkFFT project": "https://github.com/DTolm/VkFFT",
},
classifiers=[
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Environment :: GPU",
],
license='MIT License',
cmdclass={'build_ext': build_ext_custom,
'bdist_egg': bdist_egg if 'bdist_egg' in sys.argv else bdist_egg_disabled,
'sdist': pyvkfft_sdist,
'install_lib': pyvkfft_install_lib
},
install_requires=install_requires,
extras_require={'doc': ['sphinx', 'nbsphinx', 'nbsphinx-link', 'sphinx-argparse',
'sphinx-rtd-theme']},
test_suite="test",
entry_points={'console_scripts': console_scripts},
)