Issue 1:
Microsoft Windows [Version 10.0.15063]

(c) 2017 Microsoft Corporation. All rights reserved.

C:\Users\Dell>pip install scipy

Collecting scipy

Using cached scipy-0.19.1.tar.gz

Building wheels for collected packages: scipy

Running setup.py bdist_wheel for scipy ... error

Complete output from command c:\users\dell\appdata\local\programs\python\python36-32\python.exe -u -c "import setuptools, tokenize;file='C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" bdist_wheel -d C:\Users\Dell\AppData\Local\Temp\tmp1l7vwfw7pip-wheel- --python-tag cp36:

lapack_opt_info:

lapack_mkl_info:

libraries mkl_rt not found in ['c:\users\dell\appdata\local\programs\python\python36-32\lib', 'C:\', 'c:\users\dell\appdata\local\programs\python\python36-32\libs']

NOT AVAILABLE

openblas_lapack_info:

libraries openblas not found in ['c:\users\dell\appdata\local\programs\python\python36-32\lib', 'C:\', 'c:\users\dell\appdata\local\programs\python\python36-32\libs']

NOT AVAILABLE

atlas_3_10_threads_info:

Setting PTATLAS=ATLAS

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:1051: UserWarning: Specified path C:\projects\numpy-wheels\windows-wheel-builder\atlas-builds\atlas-3.10.1-sse2-32\lib is invalid.

pre_dirs = system_info.get_paths(self, section, key)

<class 'numpy.distutils.system_info.atlas_3_10_threads_info'>

NOT AVAILABLE

atlas_3_10_info:

<class 'numpy.distutils.system_info.atlas_3_10_info'>

NOT AVAILABLE

atlas_threads_info:

Setting PTATLAS=ATLAS

<class 'numpy.distutils.system_info.atlas_threads_info'>

NOT AVAILABLE

atlas_info:

<class 'numpy.distutils.system_info.atlas_info'>

NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:

Atlas (http://math-atlas.sourceforge.net/) libraries not found.

Directories to search for the libraries can be specified in the

numpy/distutils/site.cfg file (section [atlas]) or by setting

the ATLAS environment variable.

self.calc_info()

lapack_info:

libraries lapack not found in ['c:\users\dell\appdata\local\programs\python\python36-32\lib', 'C:\', 'c:\users\dell\appdata\local\programs\python\python36-32\libs']

NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:

Lapack (http://www.netlib.org/lapack/) libraries not found.

Directories to search for the libraries can be specified in the

numpy/distutils/site.cfg file (section [lapack]) or by setting

the LAPACK environment variable.

self.calc_info()

lapack_src_info:

NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:

Lapack (http://www.netlib.org/lapack/) sources not found.

Directories to search for the sources can be specified in the

numpy/distutils/site.cfg file (section [lapack_src]) or by setting

the LAPACK_SRC environment variable.

self.calc_info()

NOT AVAILABLE

Running from scipy source directory.

non-existing path in 'scipy\integrate': 'quadpack.h'

Traceback (most recent call last):

File "", line 1, in

File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 416, in

setup_package()

File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 412, in setup_package

setup(**metadata)

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\core.py", line 135, in setup

config = configuration()

File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 336, in configuration

config.add_subpackage('scipy')

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 1029, in add_subpackage

caller_level = 2)

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 998, in get_subpackage

caller_level = caller_level + 1)

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 935, in _get_configuration_from_setup_py

config = setup_module.configuration(*args)

File "scipy\setup.py", line 15, in configuration

config.add_subpackage('linalg')

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 1029, in add_subpackage

caller_level = 2)

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 998, in get_subpackage

caller_level = caller_level + 1)

File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 935, in _get_configuration_from_setup_py

config = setup_module.configuration(*args)

File "scipy\linalg\setup.py", line 20, in configuration

raise NotFoundError('no lapack/blas resources found')

numpy.distutils.system_info.NotFoundError: no lapack/blas resources found

Failed building wheel for scipy

Running setup.py clean for scipy

Complete output from command c:\users\dell\appdata\local\programs\python\python36-32\python.exe -u -c "import setuptools, tokenize;file='C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" clean --all:

setup.py clean is not supported, use one of the following instead:

- `git clean -xdf` (cleans all files)
- `git clean -Xdf` (cleans all versioned files, doesn't touch
files that aren't checked into the git repo)

Add --force to your command to use it anyway if you must (unsupported).

Failed cleaning build dir for scipy

Failed to build scipy

Installing collected packages: scipy

Running setup.py install for scipy ... error

Complete output from command c:\users\dell\appdata\local\programs\python\python36-32\python.exe -u -c "import setuptools, tokenize;file='C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" install --record C:\Users\Dell\AppData\Local\Temp\pip-hld1q3ns-record\install-record.txt --single-version-externally-managed --compile:

Note: if you need reliable uninstall behavior, then install
with pip instead of using `setup.py install`:

- `pip install .` (from a git repo or downloaded source
release)
- `pip install scipy` (last SciPy release on PyPI)

lapack_opt_info:
lapack_mkl_info:
libraries mkl_rt not found in ['c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\lib', 'C:\\', 'c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\libs']
NOT AVAILABLE

openblas_lapack_info:
libraries openblas not found in ['c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\lib', 'C:\\', 'c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\libs']
NOT AVAILABLE

atlas_3_10_threads_info:
Setting PTATLAS=ATLAS
c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:1051: UserWarning: Specified path C:\projects\numpy-wheels\windows-wheel-builder\atlas-builds\atlas-3.10.1-sse2-32\lib is invalid.
pre_dirs = system_info.get_paths(self, section, key)
<class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
NOT AVAILABLE

atlas_3_10_info:
<class 'numpy.distutils.system_info.atlas_3_10_info'>
NOT AVAILABLE

atlas_threads_info:
Setting PTATLAS=ATLAS
<class 'numpy.distutils.system_info.atlas_threads_info'>
NOT AVAILABLE

atlas_info:
<class 'numpy.distutils.system_info.atlas_info'>
NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:
Atlas (http://math-atlas.sourceforge.net/) libraries not found.
Directories to search for the libraries can be specified in the
numpy/distutils/site.cfg file (section [atlas]) or by setting
the ATLAS environment variable.
self.calc_info()
lapack_info:
libraries lapack not found in ['c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\lib', 'C:\\', 'c:\\users\\dell\\appdata\\local\\programs\\python\\python36-32\\libs']
NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:
Lapack (http://www.netlib.org/lapack/) libraries not found.
Directories to search for the libraries can be specified in the
numpy/distutils/site.cfg file (section [lapack]) or by setting
the LAPACK environment variable.
self.calc_info()
lapack_src_info:
NOT AVAILABLE

c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\system_info.py:572: UserWarning:
Lapack (http://www.netlib.org/lapack/) sources not found.
Directories to search for the sources can be specified in the
numpy/distutils/site.cfg file (section [lapack_src]) or by setting
the LAPACK_SRC environment variable.
self.calc_info()
NOT AVAILABLE

Running from scipy source directory.
non-existing path in 'scipy\\integrate': 'quadpack.h'
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 416, in <module>
setup_package()
File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 412, in setup_package
setup(**metadata)
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\core.py", line 135, in setup
config = configuration()
File "C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py", line 336, in configuration
config.add_subpackage('scipy')
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 1029, in add_subpackage
caller_level = 2)
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 998, in get_subpackage
caller_level = caller_level + 1)
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 935, in _get_configuration_from_setup_py
config = setup_module.configuration(*args)
File "scipy\setup.py", line 15, in configuration
config.add_subpackage('linalg')
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 1029, in add_subpackage
caller_level = 2)
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 998, in get_subpackage
caller_level = caller_level + 1)
File "c:\users\dell\appdata\local\programs\python\python36-32\lib\site-packages\numpy\distutils\misc_util.py", line 935, in _get_configuration_from_setup_py
config = setup_module.configuration(*args)
File "scipy\linalg\setup.py", line 20, in configuration
raise NotFoundError('no lapack/blas resources found')
numpy.distutils.system_info.NotFoundError: no lapack/blas resources found

----------------------------------------

Command "c:\users\dell\appdata\local\programs\python\python36-32\python.exe -u -c "import setuptools, tokenize;file='C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" install --record C:\Users\Dell\AppData\Local\Temp\pip-hld1q3ns-record\install-record.txt --single-version-externally-managed --compile" failed with error code 1 in C:\Users\Dell\AppData\Local\Temp\pip-build-7txu6_5w\scipy\

C:\Users\Dell>

Issue 2:
It would be very helpful to have binary wheel packages for Windows platform.

I think it might work to build those wheels using Appveyor service: http://www.appveyor.com/