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Python

import warnings
import numpy as np
import numpy.distutils.system_info
from numpy.distutils.system_info import (system_info,
numpy_info,
NotFoundError,
BlasNotFoundError,
LapackNotFoundError,
AtlasNotFoundError,
LapackSrcNotFoundError,
BlasSrcNotFoundError,
dict_append,
get_info as old_get_info)
from scipy._lib import _pep440
def combine_dict(*dicts, **kw):
"""
Combine Numpy distutils style library configuration dictionaries.
Parameters
----------
*dicts
Dictionaries of keys. List-valued keys will be concatenated.
Otherwise, duplicate keys with different values result to
an error. The input arguments are not modified.
**kw
Keyword arguments are treated as an additional dictionary
(the first one, i.e., prepended).
Returns
-------
combined
Dictionary with combined values.
"""
new_dict = {}
for d in (kw,) + dicts:
for key, value in d.items():
if new_dict.get(key, None) is not None:
old_value = new_dict[key]
if isinstance(value, (list, tuple)):
if isinstance(old_value, (list, tuple)):
new_dict[key] = list(old_value) + list(value)
continue
elif value == old_value:
continue
raise ValueError("Conflicting configuration dicts: {!r} {!r}"
"".format(new_dict, d))
else:
new_dict[key] = value
return new_dict
if _pep440.parse(np.__version__) >= _pep440.Version("1.15.0.dev"):
# For new enough numpy.distutils, the ACCELERATE=None environment
# variable in the top-level setup.py is enough, so no need to
# customize BLAS detection.
get_info = old_get_info
else:
# For NumPy < 1.15.0, we need overrides.
def get_info(name, notfound_action=0):
# Special case our custom *_opt_info.
cls = {'lapack_opt': lapack_opt_info,
'blas_opt': blas_opt_info}.get(name.lower())
if cls is None:
return old_get_info(name, notfound_action)
return cls().get_info(notfound_action)
#
# The following is copypaste from numpy.distutils.system_info, with
# OSX Accelerate-related parts removed.
#
class lapack_opt_info(system_info):
notfounderror = LapackNotFoundError
def calc_info(self):
lapack_mkl_info = get_info('lapack_mkl')
if lapack_mkl_info:
self.set_info(**lapack_mkl_info)
return
openblas_info = get_info('openblas_lapack')
if openblas_info:
self.set_info(**openblas_info)
return
openblas_info = get_info('openblas_clapack')
if openblas_info:
self.set_info(**openblas_info)
return
atlas_info = get_info('atlas_3_10_threads')
if not atlas_info:
atlas_info = get_info('atlas_3_10')
if not atlas_info:
atlas_info = get_info('atlas_threads')
if not atlas_info:
atlas_info = get_info('atlas')
need_lapack = 0
need_blas = 0
info = {}
if atlas_info:
l = atlas_info.get('define_macros', [])
if ('ATLAS_WITH_LAPACK_ATLAS', None) in l \
or ('ATLAS_WITHOUT_LAPACK', None) in l:
need_lapack = 1
info = atlas_info
else:
warnings.warn(AtlasNotFoundError.__doc__, stacklevel=2)
need_blas = 1
need_lapack = 1
dict_append(info, define_macros=[('NO_ATLAS_INFO', 1)])
if need_lapack:
lapack_info = get_info('lapack')
#lapack_info = {} ## uncomment for testing
if lapack_info:
dict_append(info, **lapack_info)
else:
warnings.warn(LapackNotFoundError.__doc__, stacklevel=2)
lapack_src_info = get_info('lapack_src')
if not lapack_src_info:
warnings.warn(LapackSrcNotFoundError.__doc__, stacklevel=2)
return
dict_append(info, libraries=[('flapack_src', lapack_src_info)])
if need_blas:
blas_info = get_info('blas')
if blas_info:
dict_append(info, **blas_info)
else:
warnings.warn(BlasNotFoundError.__doc__, stacklevel=2)
blas_src_info = get_info('blas_src')
if not blas_src_info:
warnings.warn(BlasSrcNotFoundError.__doc__, stacklevel=2)
return
dict_append(info, libraries=[('fblas_src', blas_src_info)])
self.set_info(**info)
return
class blas_opt_info(system_info):
notfounderror = BlasNotFoundError
def calc_info(self):
blas_mkl_info = get_info('blas_mkl')
if blas_mkl_info:
self.set_info(**blas_mkl_info)
return
blis_info = get_info('blis')
if blis_info:
self.set_info(**blis_info)
return
openblas_info = get_info('openblas')
if openblas_info:
self.set_info(**openblas_info)
return
atlas_info = get_info('atlas_3_10_blas_threads')
if not atlas_info:
atlas_info = get_info('atlas_3_10_blas')
if not atlas_info:
atlas_info = get_info('atlas_blas_threads')
if not atlas_info:
atlas_info = get_info('atlas_blas')
need_blas = 0
info = {}
if atlas_info:
info = atlas_info
else:
warnings.warn(AtlasNotFoundError.__doc__, stacklevel=2)
need_blas = 1
dict_append(info, define_macros=[('NO_ATLAS_INFO', 1)])
if need_blas:
blas_info = get_info('blas')
if blas_info:
dict_append(info, **blas_info)
else:
warnings.warn(BlasNotFoundError.__doc__, stacklevel=2)
blas_src_info = get_info('blas_src')
if not blas_src_info:
warnings.warn(BlasSrcNotFoundError.__doc__, stacklevel=2)
return
dict_append(info, libraries=[('fblas_src', blas_src_info)])
self.set_info(**info)
return