CofeehousePy/deps/numpy/tools/openblas_support.py

328 lines
11 KiB
Python

import glob
import hashlib
import os
import platform
import sys
import shutil
import tarfile
import textwrap
import zipfile
from tempfile import mkstemp, gettempdir
from urllib.request import urlopen, Request
from urllib.error import HTTPError
OPENBLAS_V = '0.3.13'
OPENBLAS_LONG = 'v0.3.13'
BASE_LOC = 'https://anaconda.org/multibuild-wheels-staging/openblas-libs'
BASEURL = f'{BASE_LOC}/{OPENBLAS_LONG}/download'
ARCHITECTURES = ['', 'windows', 'darwin', 'aarch64', 'x86_64',
'i686', 'ppc64le', 's390x']
IS_32BIT = sys.maxsize < 2**32
def get_arch():
if platform.system() == 'Windows':
ret = 'windows'
elif platform.system() == 'Darwin':
ret = 'darwin'
else:
ret = platform.uname().machine
# What do 32 bit machines report?
# If they are a docker, they can report x86_64
if 'x86' in ret and IS_32BIT:
ret = 'i686'
assert ret in ARCHITECTURES, f'invalid architecture {ret}'
return ret
def get_ilp64():
if os.environ.get("NPY_USE_BLAS_ILP64", "0") == "0":
return None
if IS_32BIT:
raise RuntimeError("NPY_USE_BLAS_ILP64 set on 32-bit arch")
return "64_"
def get_manylinux(arch):
if arch in ('x86_64', 'i686'):
default = '2010'
else:
default = '2014'
ret = os.environ.get("MB_ML_VER", default)
# XXX For PEP 600 this can be a glibc version
assert ret in ('1', '2010', '2014'), f'invalid MB_ML_VER {ret}'
return ret
def download_openblas(target, arch, ilp64, is_32bit):
ml_ver = get_manylinux(arch)
fnsuffix = {None: "", "64_": "64_"}[ilp64]
filename = ''
headers = {'User-Agent':
('Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 ; '
'(KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.3')}
if arch in ('aarch64', 'ppc64le', 's390x', 'x86_64', 'i686'):
suffix = f'manylinux{ml_ver}_{arch}.tar.gz'
filename = f'{BASEURL}/openblas{fnsuffix}-{OPENBLAS_LONG}-{suffix}'
typ = 'tar.gz'
elif arch == 'darwin':
suffix = 'macosx_10_9_x86_64-gf_1becaaa.tar.gz'
filename = f'{BASEURL}/openblas{fnsuffix}-{OPENBLAS_LONG}-{suffix}'
typ = 'tar.gz'
elif arch == 'windows':
if is_32bit:
suffix = 'win32-gcc_8_1_0.zip'
else:
suffix = 'win_amd64-gcc_8_1_0.zip'
filename = f'{BASEURL}/openblas{fnsuffix}-{OPENBLAS_LONG}-{suffix}'
typ = 'zip'
if not filename:
return None
req = Request(url=filename, headers=headers)
try:
response = urlopen(req)
except HTTPError:
print(f'Could not download "{filename}"', file=sys.stderr)
raise
length = response.getheader('content-length')
if response.status != 200:
print(f'Could not download "{filename}"', file=sys.stderr)
return None
print(f"Downloading {length} from {filename}", file=sys.stderr)
data = response.read()
# Verify hash
key = os.path.basename(filename)
print("Saving to file", file=sys.stderr)
with open(target, 'wb') as fid:
fid.write(data)
return typ
def setup_openblas(arch=get_arch(), ilp64=get_ilp64(), is_32bit=IS_32BIT):
'''
Download and setup an openblas library for building. If successful,
the configuration script will find it automatically.
Returns
-------
msg : str
path to extracted files on success, otherwise indicates what went wrong
To determine success, do ``os.path.exists(msg)``
'''
_, tmp = mkstemp()
if not arch:
raise ValueError('unknown architecture')
typ = download_openblas(tmp, arch, ilp64, is_32bit)
if not typ:
return ''
if arch == 'windows':
if not typ == 'zip':
return f'expecting to download zipfile on windows, not {typ}'
return unpack_windows_zip(tmp)
else:
if not typ == 'tar.gz':
return 'expecting to download tar.gz, not %s' % str(typ)
return unpack_targz(tmp)
def unpack_windows_zip(fname):
with zipfile.ZipFile(fname, 'r') as zf:
# Get the openblas.a file, but not openblas.dll.a nor openblas.dev.a
lib = [x for x in zf.namelist() if OPENBLAS_LONG in x and
x.endswith('a') and not x.endswith('dll.a') and
not x.endswith('dev.a')]
if not lib:
return 'could not find libopenblas_%s*.a ' \
'in downloaded zipfile' % OPENBLAS_LONG
target = os.path.join(gettempdir(), 'openblas.a')
with open(target, 'wb') as fid:
fid.write(zf.read(lib[0]))
return target
def unpack_targz(fname):
target = os.path.join(gettempdir(), 'openblas')
if not os.path.exists(target):
os.mkdir(target)
with tarfile.open(fname, 'r') as zf:
# Strip common prefix from paths when unpacking
prefix = os.path.commonpath(zf.getnames())
extract_tarfile_to(zf, target, prefix)
return target
def extract_tarfile_to(tarfileobj, target_path, archive_path):
"""Extract TarFile contents under archive_path/ to target_path/"""
target_path = os.path.abspath(target_path)
def get_members():
for member in tarfileobj.getmembers():
if archive_path:
norm_path = os.path.normpath(member.name)
if norm_path.startswith(archive_path + os.path.sep):
member.name = norm_path[len(archive_path)+1:]
else:
continue
dst_path = os.path.abspath(os.path.join(target_path, member.name))
if os.path.commonpath([target_path, dst_path]) != target_path:
# Path not under target_path, probably contains ../
continue
yield member
tarfileobj.extractall(target_path, members=get_members())
def make_init(dirname):
'''
Create a _distributor_init.py file for OpenBlas
'''
with open(os.path.join(dirname, '_distributor_init.py'), 'wt') as fid:
fid.write(textwrap.dedent("""
'''
Helper to preload windows dlls to prevent dll not found errors.
Once a DLL is preloaded, its namespace is made available to any
subsequent DLL. This file originated in the numpy-wheels repo,
and is created as part of the scripts that build the wheel.
'''
import os
import glob
if os.name == 'nt':
# convention for storing / loading the DLL from
# numpy/.libs/, if present
try:
from ctypes import WinDLL
basedir = os.path.dirname(__file__)
except:
pass
else:
libs_dir = os.path.abspath(os.path.join(basedir, '.libs'))
DLL_filenames = []
if os.path.isdir(libs_dir):
for filename in glob.glob(os.path.join(libs_dir,
'*openblas*dll')):
# NOTE: would it change behavior to load ALL
# DLLs at this path vs. the name restriction?
WinDLL(os.path.abspath(filename))
DLL_filenames.append(filename)
if len(DLL_filenames) > 1:
import warnings
warnings.warn("loaded more than 1 DLL from .libs:"
"\\n%s" % "\\n".join(DLL_filenames),
stacklevel=1)
"""))
def test_setup(arches):
'''
Make sure all the downloadable files exist and can be opened
'''
def items():
""" yields all combinations of arch, ilp64, is_32bit
"""
for arch in arches:
yield arch, None, False
if arch not in ('i686',):
yield arch, '64_', False
if arch in ('windows',):
yield arch, None, True
if arch in ('i686', 'x86_64'):
oldval = os.environ.get('MB_ML_VER', None)
os.environ['MB_ML_VER'] = '1'
yield arch, None, False
# Once we create x86_64 and i686 manylinux2014 wheels...
# os.environ['MB_ML_VER'] = '2014'
# yield arch, None, False
if oldval:
os.environ['MB_ML_VER'] = oldval
else:
os.environ.pop('MB_ML_VER')
errs = []
for arch, ilp64, is_32bit in items():
if arch == '':
continue
if arch not in arches:
continue
target = None
try:
try:
target = setup_openblas(arch, ilp64, is_32bit)
except Exception as e:
print(f'Could not setup {arch} with ilp64 {ilp64}, '
f'32bit {is_32bit}:')
print(e)
errs.append(e)
continue
if not target:
raise RuntimeError(f'Could not setup {arch}')
print(target)
if arch == 'windows':
if not target.endswith('.a'):
raise RuntimeError("Not .a extracted!")
else:
files = glob.glob(os.path.join(target, "lib", "*.a"))
if not files:
raise RuntimeError("No lib/*.a unpacked!")
finally:
if target is not None:
if os.path.isfile(target):
os.unlink(target)
else:
shutil.rmtree(target)
if errs:
raise errs[0]
def test_version(expected_version, ilp64=get_ilp64()):
"""
Assert that expected OpenBLAS version is
actually available via NumPy
"""
import numpy
import ctypes
dll = ctypes.CDLL(numpy.core._multiarray_umath.__file__)
if ilp64 == "64_":
get_config = dll.openblas_get_config64_
else:
get_config = dll.openblas_get_config
get_config.restype = ctypes.c_char_p
res = get_config()
print('OpenBLAS get_config returned', str(res))
if not expected_version:
expected_version = OPENBLAS_V
check_str = b'OpenBLAS %s' % expected_version.encode()
print(check_str)
assert check_str in res, f'{expected_version} not found in {res}'
if ilp64:
assert b"USE64BITINT" in res
else:
assert b"USE64BITINT" not in res
if __name__ == '__main__':
import argparse
parser = argparse.ArgumentParser(
description='Download and expand an OpenBLAS archive for this '
'architecture')
parser.add_argument('--test', nargs='*', default=None,
help='Test different architectures. "all", or any of '
f'{ARCHITECTURES}')
parser.add_argument('--check_version', nargs='?', default='',
help='Check provided OpenBLAS version string '
'against available OpenBLAS')
args = parser.parse_args()
if args.check_version != '':
test_version(args.check_version)
elif args.test is None:
print(setup_openblas())
else:
if len(args.test) == 0 or 'all' in args.test:
test_setup(ARCHITECTURES)
else:
test_setup(args.test)