Numpy: ๋‹ค์ค‘ ๋ฐฐ์—ด numpy ํ™•์žฅ ๋ชจ๋“ˆ ๊ฐ€์ ธ ์˜ค๊ธฐ ์‹คํŒจ

์— ๋งŒ๋“  2017๋…„ 06์›” 20์ผ  ยท  39์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: numpy/numpy

numpy 1.13.0์„ ์„ค์น˜ํ•˜๋ ค๊ณ ํ•ฉ๋‹ˆ๋‹ค. ๋‚ด ์ปดํ“จํ„ฐ๋Š” Windows 7์ด๊ณ  Python ์„ค์น˜๋Š” 64 ๋น„ํŠธ Python 3.6.0์ž…๋‹ˆ๋‹ค. ์ด์ „์— Christoph Gohlke ์‚ฌ์ดํŠธ์—์„œ ์ด์ „ ๋ฒ„์ „์˜ numpy๋ฅผ ์„ค์น˜ํ–ˆ์ง€๋งŒ ์ œ๊ฑฐํ–ˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ Anaconda๋ฅผ ๋ช‡ ๊ฐœ ์„ค์น˜ํ–ˆ์ง€๋งŒ ์ œ๊ฑฐํ•˜๊ธฐ๋„ํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ numpy๋ฅผ ๊ฐ€์ ธ ์˜ค๋ ค๊ณ ํ•˜๋ฉด ์œ„์˜ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

PS 11:46 {00:04.053} D:\experiments                                                                                                                 
>pip install --no-cache numpy                                                                                                                       
Collecting numpy                                                                                                                                    
  Downloading numpy-1.13.0-cp36-none-win_amd64.whl (7.8MB)                                                                                          
    100% |โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 7.8MB 541kB/s                                                                                           
Installing collected packages: numpy                                                                                                                
Successfully installed numpy-1.13.0                                                                                                                 
PS 11:46 {00:18.096} D:\experiments                                                                                                                 
>python                                                                                                                                             
Python 3.6.0 (v3.6.0:41df79263a11, Dec 23 2016, 08:06:12) [MSC v.1900 64 bit (AMD64)] on win32                                                      
Type "help", "copyright", "credits" or "license" for more information.                                                                              
>>> import numpy                                                                                                                                    
Traceback (most recent call last):                                                                                                                  
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\core\__init__.py", line 16, in <module>                     
    from . import multiarray                                                                                                                        
ImportError: DLL load failed: The specified procedure could not be found.                                                                           

During handling of the above exception, another exception occurred:                                                                                 

Traceback (most recent call last):                                                                                                                  
  File "<stdin>", line 1, in <module>                                                                                                               
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\__init__.py", line 142, in <module>                         
    from . import add_newdocs                                                                                                                       
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\add_newdocs.py", line 13, in <module>                       
    from numpy.lib import add_newdoc                                                                                                                
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\lib\__init__.py", line 8, in <module>                       
    from .type_check import *                                                                                                                       
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\lib\type_check.py", line 11, in <module>                    
    import numpy.core.numeric as _nx                                                                                                                
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\site-packages\numpy\core\__init__.py", line 26, in <module>                     
    raise ImportError(msg)                                                                                                                          
ImportError:                                                                                                                                        
Importing the multiarray numpy extension module failed.  Most                                                                                       
likely you are trying to import a failed build of numpy.                                                                                            
If you're working with a numpy git repo, try `git clean -xdf` (removes all                                                                          
files not under version control).  Otherwise reinstall numpy.                                                                                       

๋‚ด PC์—์„œ ๋‹ค๋ฅธ ๋ชจ๋“  Python ์‚ฌ๋ณธ์„ ํ™•์ธํ–ˆ์ง€๋งŒ numpy๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋‚ด๊ฐ€ ๋‹ค์‹œ ์„ค์น˜ํ•ด์•ผ ํ•  ๋งŽ์€ ํŒจํ‚ค์ง€๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ์ „์ฒด Python ์„ค์น˜๋ฅผ ์ œ๊ฑฐํ•˜๊ณ  ๋‹ค์‹œ ์„ค์น˜ํ•˜๊ณ  ์‹ถ์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋‚ด๊ฐ€ ๋งํ•  ์ˆ˜์žˆ๋Š” ํ•œ ๋‹ค๋ฅธ ํŒจํ‚ค์ง€๋Š” numpy์— ์˜ํ–ฅ์„ ๋ฏธ์น˜์ง€ ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค (๋˜๋Š” ๊ฐ€๋Šฅํ•˜๋‹ค๋ฉด ์–ด์จŒ๋“  ์ตœ์‹  ๋ฒ„์ „์ž…๋‹ˆ๋‹ค).

๋‚ด ์ปดํ“จํ„ฐ์— ์„ค์น˜๋œ ๋ชจ๋“  Python ์„ค์น˜๋ฅผ ์ง€์šฐ๊ณ  ์ „์ฒด ์žฌ์„ค์น˜๋ฅผ ์ˆ˜ํ–‰ํ•˜๊ธฐ ์ „์— ์—ฌ๊ธฐ์„œ ๋ฌด์—‡์ด ์ž˜๋ชป๋˜์—ˆ๋Š”์ง€ ํ•ด๊ฒฐํ•˜๋ ค๋ฉด ์–ด๋–ค ์˜ต์…˜์ด ํ•„์š”ํ•ฉ๋‹ˆ๊นŒ?

00 - Bug

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

Windows 10, Python 3.6, pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ•˜๊ณ  ๊ฐ€์ ธ์˜ฌ ๋•Œ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

```
C : \ Users \ Kevin> python
Python 3.6.0 (v3.6.0 : 41df79263a11, 2016 ๋…„ 12 ์›” 23 ์ผ, 07:18:10) [MSC v.1900 32 ๋น„ํŠธ
(Intel)] win32์—์„œ
์ž์„ธํ•œ ๋‚ด์šฉ์„ ๋ณด๋ ค๋ฉด "help", "copyright", "credits"๋˜๋Š” "license"๋ฅผ ์ž…๋ ฅํ•˜์‹ญ์‹œ์˜ค.

์ˆ˜์ž… numpy
์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpycore__init __. py", 16 ํ–‰, in

์—์„œ. ๋‹ค์ค‘ ๋ฐฐ์—ด ๊ฐ€์ ธ ์˜ค๊ธฐ
ImportError : DLL๋กœ๋“œ ์‹คํŒจ : ์ง€์ •๋œ ํ”„๋กœ ์‹œ์ €๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์œ„์˜ ์˜ˆ์™ธ๋ฅผ ์ฒ˜๋ฆฌํ•˜๋Š” ๋™์•ˆ ๋‹ค๋ฅธ ์˜ˆ์™ธ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "", 1 ํ–‰, in
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy__init __. py", 142 ํ–‰,

์—์„œ. add_newdocs ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpyadd_newdocs.py", 13 ํ–‰,

numpy.lib์—์„œ add_newdoc ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy \ lib__init __. py", 8 ํ–‰

.type_check์—์„œ ๊ฐ€์ ธ ์˜ค๊ธฐ *
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy \ libtype_check.py", 11 ํ–‰,

numpy.core.numeric์„ _nx๋กœ ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpycore__init __. py", 26 ํ–‰,

ImportError (msg) ๋ฐœ์ƒ
ImportError :
๋‹ค์ค‘ ๋ฐฐ์—ด numpy ํ™•์žฅ ๋ชจ๋“ˆ์„ ๊ฐ€์ ธ ์˜ค์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ๋Œ€๋ถ€๋ถ„
์‹คํŒจํ•œ numpy ๋นŒ๋“œ๋ฅผ ๊ฐ€์ ธ ์˜ค๋ ค๊ณ  ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
numpy git repo๋กœ ์ž‘์—…ํ•˜๋Š” ๊ฒฝ์šฐ git clean -xdf ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค (๋ชจ๋‘ ์ œ๊ฑฐ
๋ฒ„์ „ ์ œ์–ด๋ฅผ๋ฐ›์ง€ ์•Š๋Š” ํŒŒ์ผ). ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด numpy๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค.

์›๋ž˜ ์˜ค๋ฅ˜ : DLL๋กœ๋“œ ์‹คํŒจ : ์ง€์ •๋œ ์ ˆ์ฐจ๋ฅผ ์ˆ˜ํ–‰ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
๋…น์ด๋‹ค.

๋ชจ๋“  39 ๋Œ“๊ธ€

์•„๋‹ˆ์š”, ๋‹ค๋ฅธ ํŒจํ‚ค์ง€์˜ ์˜ํ–ฅ์„๋ฐ›์ง€ ์•Š์•„์•ผํ•ฉ๋‹ˆ๋‹ค. PATH ๋˜๋Š” PYTHONPATH ์ด์ƒํ•œ ๊ฒƒ์ด ์—†๋Š”์ง€ ํ™•์ธํ–ˆ๋‹ค๊ณ  ๊ฐ€์ •ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  "uninstalled them"์ด๋ผ๊ณ  ๋งํ–ˆ์„ ๋•Œ site-packages ๋“ค์–ด๊ฐ€์„œ rm -rf numpy ํ–ˆ์Šต๋‹ˆ๊นŒ? @cgohlke ํŒจํ‚ค์ง€์—์„œ ๋‚จ์€ ๋ถ€๋ถ„ ์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

@ matthew-brett ํ•‘

pip install numpy ํ–ˆ์–ด์š”. ๊ทธ๋ ‡๊ฒŒ ํ•œ ํ›„ ์ด๋ฆ„์— "numpy"๊ฐ€์žˆ๋Š” ์‚ฌ์ดํŠธ ํŒจํ‚ค์ง€์—๋Š” ์•„๋ฌด๊ฒƒ๋„ ์—†์Šต๋‹ˆ๋‹ค. ์ด์ „์— @cgohlke ๋นŒ๋“œ๋ฅผ ์‚ฌ์šฉํ–ˆ๊ธฐ ๋•Œ๋ฌธ์ผ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ๋Š”์ง€ ๊ถ๊ธˆํ–ˆ์ง€๋งŒ ์ œ๊ฑฐ๊ฐ€ ๊น”๋”ํ•˜๊ฒŒ ๋ฐœ์ƒํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

์ด ๋‚œ์— ๋ณผ ์ˆ˜์žˆ๋Š” ๋ช…๋ฐฑํ•œ ์•„๋ฌด๊ฒƒ๋„ PATH ๋‚ด๊ฐ€ ๋”์—†๋Š” PYTHONPATH .

์ข€ ๋”์™€ ํ•จ๊ป˜ ์—ฐ์ฃผ ํ›„ ctypes ํ™•์‹คํžˆ์— ๋ญ”๊ฐ€ ์ž˜๋ชป๋œ ๊ฒƒ ๊ฐ™๋‹ค multiarray :

>>> ctypes.cdll.LoadLibrary(r'C:\users\uk03306\appdata\local\programs\python\python36\lib\site-packages\numpy\core\multiarray.cp36-win_amd64.pyd')
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\ctypes\__init__.py", line 422, in LoadLibrary
    return self._dlltype(name)
  File "C:\Users\UK03306\AppData\Local\Programs\Python\Python36\lib\ctypes\__init__.py", line 344, in __init__
    self._handle = _dlopen(self._name, mode)
OSError: [WinError 126] The specified module could not be found
>>> ctypes.cdll.LoadLibrary(r'C:\users\uk03306\appdata\local\programs\python\python36\lib\site-packages\numpy\core\umath.cp36-win_amd64.pyd')
<CDLL 'C:\users\uk03306\appdata\local\programs\python\python36\lib\site-packages\numpy\core\umath.cp36-win_amd64.pyd', handle 7fecc110000 at 0x2789eb8>
>>>

์ข…์†์„ฑ ์›Œ์ปค๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ผ๋ถ€ ํŒŒ๊ธฐ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜๋ฉด ์ผ๋ถ€ ํŒŒ์ผ์ด๋กœ๋“œ๋˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค (์˜ˆ API-MS-WIN-CORE-WINRT-ERROR-L1-1-0.DLL ).

์ธํ„ฐ๋„ท์„ ๊ฒ€์ƒ‰ํ•˜๋ฉด ์ด๋“ค์ด Windows 8 ์ „์šฉ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์™€ ๊ด€๋ จ์ด ์žˆ์Œ์„ ์•Œ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์‹ค์ˆ˜๋กœ ์—ฐ๊ฒฐ๋˜์—ˆ๋‹ค๊ณ  ๊ฐ€์ •ํ•˜๊ณ  numpy๊ฐ€ Windows 7์„ ์ง€์›ํ•˜์ง€ ์•Š์Šต๋‹ˆ๊นŒ?

https://github.com/dotnet/coreclr/issues/65 ๋ฐ https://answers.microsoft.com/en-us/windows/forum/windows_10-files/missing-api-ms-win-core-dlls ์ฐธ์กฐ / d99d1368-0f92-43db-bbdb-7d080f1f96e9 ( ์ด ๋ฌธ์ œ๋ฅผ ์กฐ์‚ฌํ•˜๋Š” ๋™์•ˆ ์ฐพ์€ ๋ช‡ ๊ฐ€์ง€ ๋งํฌ).

๋‹จ๊ธฐ ์ˆ˜์ •์œผ๋กœ numpy 1.12.1๋กœ ๋˜๋Œ ๋ ธ์Šต๋‹ˆ๋‹ค.

๋ฐฉ๊ธˆ ๋™๋ฃŒ์—๊ฒŒ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Š” 32 ๋น„ํŠธ ๋นŒ๋“œ๋ฅผ ๊ฐ€์ง€๊ณ  ์žˆ์œผ๋ฉฐ ์ž˜ ์ž‘๋™ํ•˜๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ 64 ๋น„ํŠธ ๋ฐ”์ด๋„ˆ๋ฆฌ์—๋งŒ ํ•ด๋‹นํ•˜๋Š” ๊ฒƒ์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ์•„๋งˆ๋„ Python ๋ฌธ์ œ 29943 ์ผ ๊ฒƒ์ž…๋‹ˆ๋‹ค. Python 3.6.1๋กœ ๋นŒ๋“œ ๋œ ํ™•์žฅ์€ 3.6.0์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

@cgohlke- ์ข‹์€ ์ œ์•ˆ. ์ด ๋ฒ„๊ทธ์—์„œ Python 3.6.0์œผ๋กœ numpy wheel์„ ๋‹ค์‹œ ๋นŒ๋“œํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค. Appveyor์˜ ๊ธฐ๋ณธ๊ฐ’์€ 3.6.1์ž…๋‹ˆ๋‹ค : https://www.appveyor.com/docs/build-environment/#python

์‹ค์ œ๋กœ ๋ฆด๋ฆฌ์Šค ๋นŒ๋“œ๋Š” 3.6.1์—์žˆ์—ˆ์Šต๋‹ˆ๋‹ค. https://ci.appveyor.com/project/matthew-brett/numpy-wheels-jc1cl/build/1.0.50/job/71fmdc5c41j4r9y6#L105

์ด ๋ฒ„๊ทธ๋Š” PySlices_GetIndicesEx ๋ฅผ ์ฐธ์กฐํ•˜๋Š” ํŒจํ‚ค์ง€์—๋งŒ ์˜ํ–ฅ์„ ๋ฏธ์น˜๋ฉฐ ๊ฒฐ๊ณผ ๋ฐ”์ด๋„ˆ๋ฆฌ๊ฐ€ PySlice_AdjustIndices ์ฐธ์กฐํ•˜๋Š”์ง€ ํ™•์ธํ•˜์—ฌ ์ง„๋‹จ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‚˜๋Š” numpy๊ฐ€ ์˜ํ–ฅ์„๋ฐ›์ง€ ์•Š๋Š”๋‹ค๊ณ  ์ƒ๊ฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๋ฐฉ๊ธˆ Python 3.6.1์ด์žˆ๋Š” ๊ฐ€์ •์šฉ PC์—์„œ ํ…Œ์ŠคํŠธํ–ˆ์œผ๋ฉฐ numpy 1.13์ด ์ œ๋Œ€๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ๋‚ด ์ง‘ PC๋„ Windows 10์ด๋ฉฐ ๋‹ค๋ฅธ ๋งŽ์€ ์ฐจ์ด์ ์ด ์žˆ์œผ๋ฏ€๋กœ ์™„๋ฒฝํ•œ ํ…Œ์ŠคํŠธ๋Š” ์•„๋‹™๋‹ˆ๋‹ค. ๋‚ด์ผ ๋‚ด ์—…๋ฌด์šฉ PC๋ฅผ 3.6.1๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๊ณ  ๊ฑฐ๊ธฐ์—์„œ ํ…Œ์ŠคํŠธ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋‚ด ํ…Œ์ŠคํŠธ ์ปดํ“จํ„ฐ์—์„œ Python.org 3.6.0 ์šฉ virtualenv์— numpy๋ฅผ ์„ค์น˜ํ•˜๊ณ  ์ถฉ๋Œ์ด ๋ฐœ์ƒํ•œ ๋‹ค์Œ Python 3.6.1์„ ์„ค์น˜ํ–ˆ์ง€๋งŒ ์ถฉ๋Œ์ด ๋ฐœ์ƒํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

3.6.1๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๋ฉด ์›๋ž˜ ๋ฌธ์ œ๊ฐ€ ์žˆ์—ˆ๋˜ ์ปดํ“จํ„ฐ์—์„œ ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋œ๋‹ค๋Š” ๊ฒƒ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐœ์ธ์ ์œผ๋กœ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•์œผ๋กœ "3.6.1๋กœ ์—…๊ทธ๋ ˆ์ด๋“œ"๋กœ ์ข…๋ฃŒํ•ด๋„ ๊ดœ์ฐฎ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ 3.6.0์„ ์ง€์›ํ•˜๋„๋ก ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์ˆ˜์ •ํ•˜๋ ค๋Š” ๊ฒฝ์šฐ์—๋Š” ์ข…๋ฃŒํ•˜๋„๋ก ๋‚จ๊ฒจ ๋‘๊ฒ ์Šต๋‹ˆ๋‹ค. .

@ matthew-brett ๊ณง 1.13.1์„ ๋งŒ๋“ค ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋นŒ๋“œ๋ฅผ ์ˆ˜์ • ํ•˜์‹œ๊ฒ ์Šต๋‹ˆ๊นŒ?

@charris -3.6.0์—์„œ ๋นŒ๋“œํ•ด์•ผํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. Appveyor์™€ ์ฃผ์‹ Python์œผ๋กœ ๊ทธ๋ ‡๊ฒŒ ํ•  ์ˆ˜์žˆ๋Š” ๋ฐฉ๋ฒ•์ด ์—†๋‹ค๊ณ  ์ƒ๊ฐํ•˜๋ฏ€๋กœ Conda๋ฅผ ์‚ฌ์šฉํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

์ด๋ฒˆ์—๋Š” openblas ๋นŒ๋“œ๋ฅผ ์‹คํ—˜ํ•˜๊ณ  ์žˆ์—ˆ์ง€๋งŒ ์™„๋ฃŒํ•˜๋Š” ๋ฐ ์•ฝ๊ฐ„์˜ ์‹œ๊ฐ„์ด ๊ฑธ๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๋ถˆ๋Ÿ‰ Windows ํœ ์— PySlice_AdjustIndices ๊ธฐํ˜ธ์— ๋Œ€ํ•œ ์ฐธ์กฐ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ๊ทธ๋ ‡๋‹ค๋ฉด ๋ฌธ์ œ๋Š” Windows์—๋งŒ ๊ตญํ•œ๋˜์ง€ ์•Š์œผ๋ฏ€๋กœ์ฃผ์˜ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ ์–ด๋„ ์•Œ๋ ค์ง€๊ณ  ๊ณง ๋‚˜์˜ฌ 3.6.2์—์„œ ์ˆ˜์ • ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๊ทธ๋ ‡์ง€ ์•Š๋‹ค๋ฉด ๋‹ค๋ฅธ ์ผ์ด ์ง„ํ–‰๋˜๊ณ ์žˆ์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ด์ „์— ์•Œ๋ ค์ง€์ง€ ์•Š์•˜๋˜ 3.6.1 abi ๋ธŒ๋ ˆ์ดํฌ๊ฐ€ ๊ธ‰ํžˆ ์ƒ๋ฅ˜์—๋ณด๊ณ ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

์ฐธ์กฐ @zooba

๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๋ถˆ๋Ÿ‰ Windows ํœ ์— PySlice_AdjustIndices ๊ธฐํ˜ธ์— ๋Œ€ํ•œ ์ฐธ์กฐ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์˜ˆ, multiarray.cp36-win_amd64.pyd PySlice_AdjustIndices ๋ฐ PySlice_Unpack ํ•ฉ๋‹ˆ๋‹ค.

ํ—ˆ, ๋‚˜๋Š” ๊ทธ๊ฒƒ์ด bpo-29943์˜ ์˜ํ–ฅ์„ ๋ฐ›์•˜๋Š”์ง€ ํ™•์ธํ•˜๊ธฐ ์œ„ํ•ด numpy๋ฅผ ๊ฐ์‚ฌํ–ˆ์œผ๋ฉฐ ๊ทธ๋ ‡์ง€ ์•Š๋‹ค๊ณ  ๊ฒฐ๋ก  ๋‚ด๋ ธ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์‹ค์ œ๋กœ "njsmith"๋ผ๋Š” ๋™๋ฃŒ๊ฐ€ ์ž‘๋…„์— ์ด๋Ÿฌํ•œ ํ˜ธ์ถœ์„ ์ถ”๊ฐ€ ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. https://github.com/numpy/numpy/pull/7215
ํ˜ผ๋ž€์Šค๋Ÿฌ์›Œ์„œ ์ฃ„์†กํ•ฉ๋‹ˆ๋‹ค. ๋‚ด๊ฐ€ ๊ฑฐ๊ธฐ์—์„œ ๋ฌด์Šจ ์ƒ๊ฐ์„ํ–ˆ๋Š”์ง€ ์ž˜ ๋ชจ๋ฅด๊ฒ ์Šต๋‹ˆ๋‹ค.

Windows 10, Python 3.6, pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์„ค์น˜ํ•˜๊ณ  ๊ฐ€์ ธ์˜ฌ ๋•Œ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

```
C : \ Users \ Kevin> python
Python 3.6.0 (v3.6.0 : 41df79263a11, 2016 ๋…„ 12 ์›” 23 ์ผ, 07:18:10) [MSC v.1900 32 ๋น„ํŠธ
(Intel)] win32์—์„œ
์ž์„ธํ•œ ๋‚ด์šฉ์„ ๋ณด๋ ค๋ฉด "help", "copyright", "credits"๋˜๋Š” "license"๋ฅผ ์ž…๋ ฅํ•˜์‹ญ์‹œ์˜ค.

์ˆ˜์ž… numpy
์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpycore__init __. py", 16 ํ–‰, in

์—์„œ. ๋‹ค์ค‘ ๋ฐฐ์—ด ๊ฐ€์ ธ ์˜ค๊ธฐ
ImportError : DLL๋กœ๋“œ ์‹คํŒจ : ์ง€์ •๋œ ํ”„๋กœ ์‹œ์ €๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์œ„์˜ ์˜ˆ์™ธ๋ฅผ ์ฒ˜๋ฆฌํ•˜๋Š” ๋™์•ˆ ๋‹ค๋ฅธ ์˜ˆ์™ธ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "", 1 ํ–‰, in
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy__init __. py", 142 ํ–‰,

์—์„œ. add_newdocs ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpyadd_newdocs.py", 13 ํ–‰,

numpy.lib์—์„œ add_newdoc ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy \ lib__init __. py", 8 ํ–‰

.type_check์—์„œ ๊ฐ€์ ธ ์˜ค๊ธฐ *
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpy \ libtype_check.py", 11 ํ–‰,

numpy.core.numeric์„ _nx๋กœ ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Python3.6 \ libsite-packagesnumpycore__init __. py", 26 ํ–‰,

ImportError (msg) ๋ฐœ์ƒ
ImportError :
๋‹ค์ค‘ ๋ฐฐ์—ด numpy ํ™•์žฅ ๋ชจ๋“ˆ์„ ๊ฐ€์ ธ ์˜ค์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ๋Œ€๋ถ€๋ถ„
์‹คํŒจํ•œ numpy ๋นŒ๋“œ๋ฅผ ๊ฐ€์ ธ ์˜ค๋ ค๊ณ  ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
numpy git repo๋กœ ์ž‘์—…ํ•˜๋Š” ๊ฒฝ์šฐ git clean -xdf ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค (๋ชจ๋‘ ์ œ๊ฑฐ
๋ฒ„์ „ ์ œ์–ด๋ฅผ๋ฐ›์ง€ ์•Š๋Š” ํŒŒ์ผ). ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด numpy๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค.

์›๋ž˜ ์˜ค๋ฅ˜ : DLL๋กœ๋“œ ์‹คํŒจ : ์ง€์ •๋œ ์ ˆ์ฐจ๋ฅผ ์ˆ˜ํ–‰ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
๋…น์ด๋‹ค.

@ matthew-brett์ด ์ „๋ฉด์— ๋Œ€ํ•œ ์†Œ์‹์ด ์žˆ์Šต๋‹ˆ๊นŒ? ๊ฐ€๋Šฅํ•˜๋‹ค๋ฉด ์ด๋ฒˆ ์ฃผ์— 1.13.1์„ ๋ฐ›๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค.

@njsmith Python 3.6.2๊ฐ€ ์ด๋ฒˆ ๊ธˆ์š”์ผ์—

ํŽธ์ง‘ : Python 3.6.0 ๋˜๋Š” 3.6.2๋กœ ๋นŒ๋“œํ•˜๋ฉด ํœ ์ด 3.6.1์—์„œ ๊ณ„์† ์ž‘๋™ํ•ฉ๋‹ˆ๊นŒ?

1.12.1๋กœ ๊ทธ ์ด์•Œ์„ ํ”ผํ•œ ๊ฒƒ ๊ฐ™์ง€๋งŒ ๋ฉฐ์น  ๋งŒ์— ...

์˜ˆ, 3.6.0 ๋˜๋Š” 3.6.2๋กœ ๋นŒ๋“œํ•˜๋Š” ๊ฒƒ์€ ๊ฒฐ๊ณผ ๋ฐ”์ด๋„ˆ๋ฆฌ๊ฐ€ ๋ชจ๋“  3.6.x ์‹œ์Šคํ…œ์—์„œ ์ž‘๋™ํ•œ๋‹ค๋Š” ์ ์—์„œ ์•ˆ์ „ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

ํ•„์š”ํ•œ ๊ฒฝ์šฐ 3.6.1์—์„œ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด ์ „ ์ฒ˜๋ฆฌ๊ธฐ ํ•ดํ‚น์„ ์‚ฌ์šฉํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค. ์ ์ ˆํ•œ ์ฃผ๋ฌธ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค. https://github.com/pandas-dev/pandas/blob/24719672685027710cf432023a7fbc3222b0b05c/pandas/_libs/src/compat_helper.h#L29 -L33

๊ทธ๋ƒฅ @carlkl์™€,์™€ Mingw OpenBLAS์˜ ์ปดํŒŒ์ผ ์ž‘์—…. ์•ฝ๊ฐ„์˜ ์ง„์ „์ด ์žˆ์ง€๋งŒ ์•ž์œผ๋กœ ๋ฉฐ์น  ๋‚ด์— ์™„๋ฃŒ ๋  ๊ฒƒ์ด๋ผ๊ณ  ์•ฝ์† ํ•  ์ˆ˜๋Š” ์—†์Šต๋‹ˆ๋‹ค. ์ง€๊ธˆ ์ „ ์ฒ˜๋ฆฌ๊ธฐ ํ•ดํ‚น์„ ์‚ฌ์šฉ ํ•˜์‹œ๊ฒ ์Šต๋‹ˆ๊นŒ?

@ matthew-brett 3.6.2๊ฐ€ ๊ธˆ์š”์ผ์— ๋‚˜์˜ค๊ณ  ๊ณง appveyor์—์„œ ๊ตฌํ•  ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋ฐ”๋กœ ๊ทธ๋ ‡๊ฒŒ ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ํ˜ธ๊ธฐ์‹ฌ์—์„œ numpy on window๋Š” ํ˜„์žฌ ๋ฌด์—‡์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๊นŒ?

ํ˜„์žฌ ATLAS๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์ง€๋งŒ ์„ฑ๋Šฅ์ด ์ƒ๋‹นํžˆ ๋‚˜์ฉ๋‹ˆ๋‹ค. ์„ฑ๋Šฅ๊ณผ Linux ๋นŒ๋“œ์™€์˜ ์ผ๊ด€์„ฑ์„ ์œ„ํ•ด OpenBLAS๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์œผ๋ฉด ์ข‹์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

Appveyor๊ฐ€ Python 3.6์„ 3.6.2๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๊ธฐ๊นŒ์ง€ ์–ผ๋งˆ๋‚˜ ๊ฑธ๋ฆด์ง€ ๋ชจ๋ฅด๊ฒ ์Šต๋‹ˆ๋‹ค.

๊ฐ™์€ ๋ฌธ์ œ, numpy v1.13.1 ๋ฐ python 3.6.1์€ ๋ช‡ ๋‹ฌ ๋™์•ˆ ์ž‘๋™ํ–ˆ์ง€๋งŒ ์ด์ œ๋Š” ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ Windows anaconda ๋‚ด๋น„๊ฒŒ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•œ conda ์„ค์น˜๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœํ•ฉ๋‹ˆ๋‹ค. 2017 ๋…„ 5 ์›”๊ณผ 6 ์›” ๋ชจ๋“  ์ฝ”๋“œ๊ฐ€ ์ •์ƒ์ ์œผ๋กœ ์‹คํ–‰๋˜๊ณ  7 ์›” ์—…๋ฐ์ดํŠธ์™€ python 3.6.2 "import numpy"๊ฐ€ ๋” ์ด์ƒ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋ช‡ ๊ฐ€์ง€ ์ถ”๊ฐ€ ์กฐ์‚ฌ (numpy ๋ฐ python 3.6.2์—๋งŒ ๊ธฐ๋ฐ˜ํ•˜์—ฌ
C : \ Anaconda3 \ envstensorflow-cpu \ Libsite-packagesnumpycoremultiarray.cp36-win_amd64.pyd
(์ปดํŒŒ์ผ ๋œ ํŒŒ์ด์ฌ DLL) 2017 ๋…„ 7 ์›” 7 ์ผ๋ถ€ํ„ฐ
C : \ Windows \ System32 \ mkl_intel_thread.dll (v2009)
C : \ Windows \ System32 \ mkl_core.dll (v2009)
C : \ Windows \ System32 \ libiomp5md.dll (v2009)

์ด์ œ ๋ฌธ์ œ๋Š” ๊ฐ DLL (DLL ์ง€์˜ฅ)์— ๋Œ€ํ•ด ์—ฌ๋Ÿฌ ๋ฒ„์ „์ด ์žˆ๋‹ค๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
๋ชจ๋“  ๋‹ค๋ฅธ ๋‚ ์งœ, ๋ฒ„์ „, ํŒŒ์ผ ํฌ๊ธฐ. ๊ธฐ๋ณธ์ ์œผ๋กœ ๋‹ค๋ฅธ ํ™˜๊ฒฝ์„ ํ†ตํ•ด ์„ค์น˜๋œ Anaconda Navigator ๋˜๋Š” Spyder ๋˜๋Š” python์€ ์˜ฌ๋ฐ”๋ฅธ DLL ๋ฒ„์ „์„๋กœ๋“œํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.


mkl_intel_thread.dll
C : \ Anaconda3 \ Librarybin \ mkl_intel_thread.dll (2016 ๋…„ 10 ์›”)
C : \ Anaconda3pkgs \ mkl-2017.0.3-0 \ Librarybin \ mkl_intel_thread.dll (2017 ๋…„ 4 ์›”)
C : \ Windows \ System32 \ mkl_intel_thread.dll (v2009)


mkl_core.dll
C : \ Anaconda3pkgs \ mkl-2017.0.3-0 \ Librarybin \ mkl_core.dll (2017 ๋…„ 4 ์›”)
C : \ Anaconda3 \ Librarybin \ mkl_core.dll (2016 ๋…„ 10 ์›”)
C : \ Windows \ System32 \ mkl_core.dll (v2009)


libiomp5md.dll
C : \ Anaconda3pkgs \ mkl-2017.0.3-0 \ Librarybin \ libiomp5md.dll
C : \ Anaconda3 \ Librarybin \ libiomp5md.dll
C : \ Anaconda3 \ envstensorflow-cpu \ Librarybin \ libiomp5md.dll
C : \ Program Files (x86) Common Files \ Intel \ Shared Libraries \ redistia32compiler \ libiomp5md.dll
C : \ Program Files (x86) Common Files \ Intel \ Shared Libraries \ redistintel64compiler \ libiomp5md.dll
C : \ Windows \ System32 \ libiomp5md.dll

๊ฐ๊ฐ ๋‹ค๋ฅธ ๋ฒ„์ „, ํŒŒ์ผ ํฌ๊ธฐ ๋ฐ ๋ฒ„์ „. ๊ธฐ๋ณธ์ ์œผ๋กœ๋กœ๋“œ ๋œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋Š”
์ด๋Š” 2009 ๋…„๋ถ€ํ„ฐ 2017 ๋…„๊นŒ์ง€ ๋งค์šฐ ์˜ค๋ž˜๋œ ๋ฒ„์ „์œผ๋กœ ๋ณ€๊ฒฝ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ C : \ Windows \ System32 \ ํด๋”์—์„œ ์ด์ „ ๋ฒ„์ „์„ numpy๋กœ๋กœ๋“œํ•˜๋Š” ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค.

@tobigithub : MKL ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ๋กœ๋“œํ•˜๋Š” ๋ฐ ๋ฌธ์ œ๊ฐ€์žˆ๋Š” ๊ฒฝ์šฐ ์•„๋‚˜์ฝ˜๋‹ค ๊ฐœ๋ฐœ์ž์—๊ฒŒ ๊ฐ€์ ธ ๊ฐ€์•ผํ•ฉ๋‹ˆ๋‹ค. numpy ํ”„๋กœ์ ํŠธ๋Š” MKL์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ๋ฐฐํฌํ•˜์ง€ ์•Š์œผ๋ฉฐ conda๋Š” DLL ์ง€์˜ฅ์„ ํ”ผํ•˜๊ธฐ์œ„ํ•œ ์ž์ฒด ๋ฐฉ๋ฒ•์„ ๊ฐ€์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ •๋ง ๋‹น์‹ ์„ ๋„์šธ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

@tobigithub , ์ด๊ฒƒ์€ https://github.com/numpy/numpy/issues/6923 ์˜ ์‚ฌ๋ณธ ์ธ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค https://github.com/numpy/numpy/issues/6923#issuecomment -168490201 ๋˜๋Š” https://github.com/numpy/numpy/issues/6923#issuecomment -169073613์ด ์ž‘๋™ํ•˜๋Š”์ง€ ์‚ฌ์šฉํ•ด ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋˜ ๋‹ค๋ฅธ ํ•ด๊ฒฐ์ฑ…์€ ์˜ค๋ž˜๋œ MKL DLL์„ Windows ์‹œ์Šคํ…œ ํด๋”์— ๋ณต์‚ฌ ํ•œ ์†Œํ”„ํŠธ์›จ์–ด๋ฅผ ์ฐพ์•„์„œ ์ œ๊ฑฐํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. MKL ์žฌ๋ฐฐํฌ ๊ฐ€๋Šฅ ํŒŒ์ผ๋„ ์ œ๊ฑฐํ•˜๋Š” ๊ฒƒ์„ ๊ณ ๋ คํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

@njsmith ๋ฐ @carlkl
๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ๋ง ๊ทธ๋Œ€๋กœ ์ด๋Ÿฌํ•œ ์ธํ…” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ์ˆ˜๋ฐฑ ๊ฐœ์˜ ์‘์šฉ ํ”„๋กœ๊ทธ๋žจ์ด ์žˆ์Šต๋‹ˆ๋‹ค (Microsoft ๋ฐ Intel ์ž์ฒด ํฌํ•จ). ์ˆ˜์ฒœ ๊ฐœ์˜ ์‘์šฉ ํ”„๋กœ๊ทธ๋žจ์ด ์„ค์น˜๋˜์–ด ์žˆ์œผ๋ฉด ๋ฌด์–ธ๊ฐ€ ์†์ƒ ๋  ์ˆ˜ ์žˆ์ง€๋งŒ ์ƒˆ๋กœ์šด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๊ธฐ ์ „์— ์ด์ „ ์‹œ์Šคํ…œ DLLS (2009)๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๋ฉด ์žฌ๋‚œ์ด ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. INTEL RAID ๋“œ๋ผ์ด๋ฒ„ ๋˜๋Š” USB์™€ ๊ฐ™์ด ์‹œ์Šคํ…œ์— ์ค‘์š”ํ•œ ๋ฌธ์ œ ์ผ ์ˆ˜ ์žˆ์œผ๋ฉฐ ๊ทธ๋ž˜ํ”ฝ ์–ด๋Œ‘ํ„ฐ๊ฐ€ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ๋ฅผ ์—ฌ๊ธฐ์—๋ณด๊ณ ํ•˜๋Š” ๊ฒƒ๋งŒ์œผ๋กœ๋„ ์ง๊ฐ์ž…๋‹ˆ๋‹ค. numpy 1.13.1์€ ์ด์ „์— ์ž˜ ์ž‘๋™ํ–ˆ๊ณ  ์ง€๊ธˆ์€ 2017 ๋…„ 7 ์›”์— ๋งˆ์ˆ ์ฒ˜๋Ÿผ ๊นจ์กŒ์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ์†Œํ”„ํŠธ์›จ์–ด ์„ค์น˜, Windows ์—…๋ฐ์ดํŠธ ๋˜๋Š” ๊ธฐํƒ€ ํŒจํ‚ค์ง€ ๋˜๋Š” ์ด๋ฒคํŠธ, ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€ ์ž์ฒด์™€ ๊ด€๋ จ์ด์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์•„๋งˆ ๋„์›€์ด๋˜์ง€ ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

numpy ๋ฐ DLL๊ณผ ์œ ์‚ฌํ•œ ๋ฌธ์ œ :
https://www.google.com/search?q=numpy+ "Importing + the + multiarray + numpy + extension + module + failed."& oq = numpy + "Importing + the + multiarray + numpy + extension + module + failed."

@tobigithub : ๋ฌธ์ œ๊ฐ€์žˆ์–ด์„œ ์ฃ„์†ก ํ•ฉ๋‹ˆ๋‹ค๋งŒ, ๋ฌธ์ œ๊ฐ€ numpy์™€ MKL์˜ ์ƒํ˜ธ ์ž‘์šฉ์œผ๋กœ ์ธํ•ด ๋ฐœ์ƒํ•œ ๊ฒฝ์šฐ์—๋Š” numpy ํ”„๋กœ์ ํŠธ๊ฐ€ ์ด์— ๋Œ€ํ•ด ํ•  ์ˆ˜์žˆ๋Š” ์ž‘์—…์ด ์—†์Šต๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ๋ˆ„๊ตฌ๋‚˜ ์›ํ•˜๋Š” ์„ ํ˜• ๋Œ€์ˆ˜ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์— ์—ฐ๊ฒฐ๋œ numpy๋ฅผ ๋นŒ๋“œํ•˜๋Š” ๋ฐ ์‚ฌ์šฉํ•  ์ˆ˜์žˆ๋Š” ์†Œ์Šค ์ฝ”๋“œ๋ฅผ ์ œ๊ณตํ•˜๊ณ  openblas์— ์—ฐ๊ฒฐ๋œ ๋ฐ”์ด๋„ˆ๋ฆฌ๋ฅผ ์ œ๊ณตํ•˜์ง€๋งŒ MKL์— ๋Œ€ํ•ด numpy๋ฅผ ์ง์ ‘ ์—ฐ๊ฒฐํ•˜๊ฑฐ๋‚˜ conda ๊ฐœ๋ฐœ์ž๊ฐ€ ์„ค์ •ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์ œ์–ด ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. .

Google ๊ฒ€์ƒ‰์€ numpy ๋ฐ”์ด๋„ˆ๋ฆฌ์— ๋ฌธ์ œ๊ฐ€์žˆ๋Š” ๋ชจ๋“  ์‚ฌ๋ก€๋ฅผ ์ฐพ์Šต๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด,์ด ๋ฒ„๊ทธ ๋ณด๊ณ ์„œ๋Š” pip install numpy ์–ป์€ numpy ๋ฐ”์ด๋„ˆ๋ฆฌ ๊ฐ„์˜ ๋น„ ํ˜ธํ™˜์„ฑ์„๋ณด๊ณ ํ•˜๊ธฐ ์œ„ํ•ด ์ œ์ถœ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. python 3.6.0์ด๋ฉฐ MKL๊ณผ ๊ด€๋ จ์ด ์—†์Šต๋‹ˆ๋‹ค. C:\Windows\System32 ์—์„œ MKL์˜ ์ด์ „ ๋ฒ„์ „์œผ๋กœ ์ธํ•œ ๋ฌธ์ œ๋ฅผ๋ณด๊ณ  ํ•œ ์‚ฌ๋žŒ์€ ๋‹น์‹ ๋ฟ์ž…๋‹ˆ๋‹ค. Windows DLL๋กœ๋“œ ๊ทœ์น™์€ C:\Windows\System32 ์— ์‚ฌ์šฉ์ž๊ฐ€ ์ ˆ๋Œ€๋กœ ๊ต์ฒดํ•ด์„œ๋Š” ์•ˆ๋˜๋Š” ์ค‘์š”ํ•œ ์šด์˜ ์ฒด์ œ DLL ๋งŒ ํฌํ•จํ•˜๊ณ  ๋‹ค๋ฅธ ๋ชจ๋“  DLL์„ ์žฌ์ •์˜ํ•ด์•ผํ•œ๋‹ค๋Š” ๊ฐ€์ •ํ•˜์— ์„ค์ •๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๋กœ ์ธํ•ด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. MKL์„ ๊ฑฐ๊ธฐ์— ๋„ฃ๋Š” ๊ฒƒ์€ ์ •๋ง ๋‚˜์ฉ๋‹ˆ๋‹ค.

RAID ๋˜๋Š” USB ๋“œ๋ผ์ด๋ฒ„ ๋˜๋Š” ์‹œ์Šคํ…œ์˜ ๋‹ค๋ฅธ ์†Œํ”„ํŠธ์›จ์–ด๊ฐ€ ์†์ƒ๋˜๋Š” ๋ฐฉ์‹์œผ๋กœ ์†์ƒ๋œ ๊ฒฝ์šฐ ๋ฒ„๊ทธ๋ฅผ ์‹ ๊ณ ํ•ด์•ผํ•ฉ๋‹ˆ๊นŒ? ๊ท€ํ•˜์˜ ์ขŒ์ ˆ๊ฐ์— ๋™์ •ํ•ฉ๋‹ˆ๋‹ค.ํ•˜์ง€๋งŒ ์‹ค์ œ๋กœ ๊ฒฐํ•จ์ด์žˆ๋Š” ์†Œํ”„ํŠธ์›จ์–ด๋ฅผ ์‹๋ณ„ํ•˜๊ธฐ์œ„ํ•œ ์ œ์•ˆ์„ํ•˜๋Š” ๊ฒƒ ์™ธ์— ๋ง ๊ทธ๋Œ€๋กœ ์šฐ๋ฆฌ๊ฐ€ ๊ท€ํ•˜๋ฅผ ๋„์šธ ์ˆ˜์žˆ๋Š” ์ผ์€ ์—†์Šต๋‹ˆ๋‹ค. ๋ฉ์ฒญํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋ฟก ๋นต๋€จ
๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ๋ฐฉ๊ธˆ ์ธํ…” MKL DLL, numpy ๋˜๋Š” conda๋ฅผ ๋ณธ ์ ์ด์—†๋Š” ๊นจ๋—ํ•œ Windows 10 ์‹œ์Šคํ…œ์—์„œ VM์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์„ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ชจ๋“  ๊ฒƒ์ด ์ •์ƒ์ด๋ฉฐ numpy๊ฐ€ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. ๋‚˜๋Š” numpy๊ฐ€ ๊ฐ‘์ž๊ธฐ ์ž‘๋™์„ ๋ฉˆ์ถ”๊ณ  ์ œ 3์ž๊ฐ€ ๋  ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ์— ์˜์•„ํ•ดํ•ฉ๋‹ˆ๋‹ค. ์•„๋งˆ๋„ ๋” ๋งŽ์€ ํŒŒ๊ณ ๊ฐ€ ํ•„์š”ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์˜์กด์„ฑ ๋ฌธ์ œ์— ๋Œ€ํ•ด ๋ฉ์ฒญํ•œ ์ฒ ํŒ์„ ๋งŒ๋“ค๊ธฐ ์œ„ํ•ด ์šฐ๋ฆฌ๊ฐ€ ๋ฌด์—‡์„ ์ฐพ์„ ์ˆ˜ ์žˆ๋Š”์ง€ ๋ด…์‹œ๋‹ค.

... ์—ฌ๊ธฐ ์— ํ•ด๊ฒฐ์ฑ…์ด ์žˆ์Šต๋‹ˆ๋‹ค.

์ด ์†”๋ฃจ์…˜์€ ์‹ค์ œ๋กœ ์ธํ…” MKL ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜๋Š” WIN์˜ ์ผ๋ถ€ DLL ์ข…์†์„ฑ ๋ฌธ์ œ์™€ ๊ด€๋ จ์ด ์žˆ์Šต๋‹ˆ๋‹ค.
numpy ๊ฐ€์ ธ ์˜ค๊ธฐ ์˜ค๋ฅ˜๋Š” python 3.6.2 ๋ฐ numpy 1.13.1์—์„œ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

"numpy ๊ฐ€์ ธ ์˜ค๊ธฐ"
numpycore_init_.py ", 16 ํ–‰, in
์—์„œ. ๋‹ค์ค‘ ๋ฐฐ์—ด ๊ฐ€์ ธ ์˜ค๊ธฐ
ImportError : DLL๋กœ๋“œ ์‹คํŒจ : ์ง€์ •๋œ ํ”„๋กœ ์‹œ์ €๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

๋น ๋ฅด๊ณ  ๋”๋Ÿฌ์šด ํ•ด๊ฒฐ์ฑ…์€ ํŠน์ • ํ™˜๊ฒฝ (env) ํ•˜์œ„ ํด๋” ( stackoverflow ์—์„œ ๋ณผ ์ˆ˜ ์žˆ์Œ)์—์„œ ๋ชจ๋“  ์ธํ…” mkl * .dll ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ๋ณต์‚ฌํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.

<\ Librarybin>-
<\ Libsite-packagesnumpycore>

04/13/2017  12:50 AM        30,277,392 mkl_avx.dll
04/13/2017  12:50 AM        38,253,840 mkl_avx2.dll
04/13/2017  12:50 AM        42,234,640 mkl_avx512.dll
04/13/2017  12:50 AM        45,722,896 mkl_avx512_mic.dll
04/13/2017  12:50 AM        25,369,360 mkl_core.dll
04/13/2017  12:50 AM        24,541,456 mkl_def.dll
04/13/2017  12:50 AM        24,506,640 mkl_intel_thread.dll
04/13/2017  12:50 AM        29,744,400 mkl_mc.dll
04/13/2017  12:50 AM        30,594,320 mkl_mc3.dll
04/13/2017  12:50 AM        12,567,824 mkl_rt.dll
04/13/2017  12:50 AM        11,388,688 mkl_sequential.dll
04/13/2017  12:50 AM        12,575,504 mkl_tbb_thread.dll
04/13/2017  12:50 AM        11,250,960 mkl_vml_avx.dll
04/13/2017  12:50 AM        11,463,952 mkl_vml_avx2.dll
04/13/2017  12:50 AM        10,285,840 mkl_vml_avx512.dll
04/13/2017  12:50 AM        11,692,304 mkl_vml_avx512_mic.dll
04/13/2017  12:50 AM         5,224,208 mkl_vml_cmpt.dll
04/13/2017  12:50 AM         5,345,552 mkl_vml_def.dll
04/13/2017  12:50 AM         9,477,904 mkl_vml_mc.dll
04/13/2017  12:50 AM         9,368,336 mkl_vml_mc2.dll
04/13/2017  12:50 AM         9,593,616 mkl_vml_mc3.dll

์ด์ œ numpy๋ฅผ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ์œผ๋ฉฐ ์ •์ƒ์ ์œผ๋กœ ์‹คํ–‰๋ฉ๋‹ˆ๋‹ค.

Windows์—์„œ numpy / conda / python ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค. ๋‘ ์˜ˆ์ œ๋Š” ๋™์ผํ•œ Anaconda Navigator (conda) ๋ฒ„์ „์„ ์‚ฌ์šฉํ•˜์—ฌ ๋™์‹œ์— ์‹คํ–‰๋ฉ๋‹ˆ๋‹ค. ๋‹ค๋ฅธ Python ๋ฒ„์ „์„ ์„ค์น˜ ํ•œ ๋‹ค์Œ ๋ชจ๋“  ๋‹ค๋ฅธ ์ข…์†์„ฑ ๋ฐ ๋ฒ„์ „ ๋ฒˆํ˜ธ๋ฅผ ํ…Œ์ŠคํŠธํ•˜๋ฉด ๋ฌธ์ œ๋ฅผ ์ฐพ๋Š” ๋ฐ ๋„์›€์ด ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ ํ›„ ์ฝ”๋“œ ๋ณ€๊ฒฝ ์‚ฌํ•ญ์„ ์กฐ์‚ฌํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

์ผ
Python 3.5.3 ๋ฐ numpy 1.10.1 ๋ฐ mkl 2017.0.3

Python 3.5.3 |Continuum Analytics, Inc.| (default, May 15 2017, 10:43:23) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import sys
>>> print (sys.version)
3.5.3 |Continuum Analytics, Inc.| (default, May 15 2017, 10:43:23) [MSC v.1900 64 bit (AMD64)]
>>>
>>> import numpy
>>> numpy.version.version
'1.10.1'
>>>
>>> import numpy as np
>>> a = np.array([1, 2, 3, 4, 5])
>>> print(a)
[1 2 3 4 5]
>>>

๋ถ€์„œ์ง„
Python 3.5.3 ๋ฐ numpy 1.13.1 ๋ฐ mkl 2017.0.3

Python 3.5.3 |Continuum Analytics, Inc.| (default, May 15 2017, 10:43:23) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import sys
>>> print (sys.version)
3.5.3 |Continuum Analytics, Inc.| (default, May 15 2017, 10:43:23) [MSC v.1900 64 bit (AMD64)]
>>>
>>> import numpy
Traceback (most recent call last):
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\core\__init__.py", line 16, in <module>
    from . import multiarray
ImportError: DLL load failed: The specified procedure could not be found.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\__init__.py", line 142, in <module>
    from . import add_newdocs
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\add_newdocs.py", line 13, in <module>
    from numpy.lib import add_newdoc
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\lib\__init__.py", line 8, in <module>
    from .type_check import *
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\lib\type_check.py", line 11, in <module>
    import numpy.core.numeric as _nx
  File "C:\Anaconda3\envs\python35-numpy-test\lib\site-packages\numpy\core\__init__.py", line 26, in <module>
    raise ImportError(msg)
ImportError:
Importing the multiarray numpy extension module failed.  Most
likely you are trying to import a failed build of numpy.
If you're working with a numpy git repo, try `git clean -xdf` (removes all
files not under version control).  Otherwise reinstall numpy.

Original error was: DLL load failed: The specified procedure could not be found.

@tobigithub : ์ด๊ฒƒ์€ ์ด๋ฏธ ๋…ผ์˜ํ•˜๊ธฐ์— ์ž˜๋ชป๋œ ๊ณณ์ž…๋‹ˆ๋‹ค.
์—ฌ๋Ÿฌ ๋ฒˆ ์„ค๋ช…ํ–ˆ์Šต๋‹ˆ๋‹ค. ์•„๋‚˜์ฝ˜๋‹ค์— ๋ฌธ์ œ๊ฐ€ ์žˆ์œผ๋ฉด
continuum / anaconda์—๋ณด๊ณ ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

Python 3.6.2์˜ Appveyor ๋ฌธ์ œ๋Š” https://github.com/appveyor/ci/issues/1770์— ์žˆ์Šต๋‹ˆ๋‹ค.

Python 3.6 ํœ  ๋นŒ๋”๋Š” Python 3.6.2๋กœ ์—…๋ฐ์ดํŠธ ๋  ๊ฒƒ์œผ๋กœ ๋ณด์ด๋ฏ€๋กœ์ด๋ฅผ ๋‹ซ์Šต๋‹ˆ๋‹ค.

์ ํ•ฉ์„ฑ. Python Interpreter์˜ ๋ฒ„์ „๊ณผ numpy์˜ ๋ฒ„์ „.
pip3๋Š” ๋ฒ„์ „ 3.5์˜ numpy๋ฅผ ์„ค์น˜ํ•˜๋ฏ€๋กœ anaconda๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํ•ด๋‹น ๋ฒ„์ „์˜ python ํ™˜๊ฒฝ์„ ์„ค์ •ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

Windows 8์˜ Python 3.6.2 ๋ฐ Numpy / Scipy์—์„œ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. Anaconda๋„ ์„ค์น˜๋˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

Python 3.6.2 (v3.6.2:5fd33b5, Jul  8 2017, 04:14:34) [MSC v.1900 32 bit (Intel)] on win32

C:\Python36\Scripts>pip freeze

numpy==1.14.2
pandas==0.21.0
scipy==1.0.1

Python 2.7์€ PATH ๋ณ€์ˆ˜์— ์žˆ์Šต๋‹ˆ๋‹ค. ์ œ๊ฑฐํ–ˆ์Šต๋‹ˆ๋‹ค.

๊ทธ๋Ÿฐ ๋‹ค์Œ ๊ธฐ์กด scipy ๋ฐ numpy ๋ชจ๋“ˆ์„ ์ œ๊ฑฐํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ช…๋ น์ด ๊ด€๋ฆฌ์ž๋กœ ์‹คํ–‰๋˜๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.

pip uninstall numpy
pip uninstall scipy

๊ทธ๋Ÿฐ ๋‹ค์Œ ๋‹ฌ๋ ธ๋‹ค

pip install numpy --upgrade
pip install scipy --upgrade

์ด๊ฒƒ์€ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค!

๊ฐ์‚ฌ,
Praveen

์•ˆ๋…•ํ•˜์„ธ์š”,
์—ฌ์ „ํžˆ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.
Python ๋ฒ„์ „ : 3.6.4
numpy ๋ฒ„์ „ : 1.14.3
์Šคํƒ ์ถ”์ ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.
์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpycore_init_.py", 16 ํ–‰
์—์„œ. ๋‹ค์ค‘ ๋ฐฐ์—ด ๊ฐ€์ ธ ์˜ค๊ธฐ
ImportError : DLL๋กœ๋“œ ์‹คํŒจ : ๋„คํŠธ์›Œํฌ ๊ฒฝ๋กœ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์œ„์˜ ์˜ˆ์™ธ๋ฅผ ์ฒ˜๋ฆฌํ•˜๋Š” ๋™์•ˆ ๋‹ค๋ฅธ ์˜ˆ์™ธ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

์—ญ ์ถ”์  (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰) :
ํŒŒ์ผ "pca_svm.py", ์ค„ 1, in
numpy๋ฅผ np๋กœ ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpy_init_.py", ์ค„ 142, in
์—์„œ. add_newdocs ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpyadd_newdocs.py", 13 ํ–‰
numpy.lib์—์„œ add_newdoc ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpy \ lib_init_.py", 8 ํ–‰
.type_check์—์„œ ๊ฐ€์ ธ ์˜ค๊ธฐ *
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpy \ libtype_check.py", 11 ํ–‰
numpy.core.numeric์„ nx๋กœ ๊ฐ€์ ธ ์˜ค๊ธฐ
ํŒŒ์ผ "D : \ Personal \ Softwares \ InstallationDir \ Python \ libsite-packagesnumpycore_init.py", 26 ํ–‰
ImportError (msg) ๋ฐœ์ƒ
ImportError :
๋‹ค์ค‘ ๋ฐฐ์—ด numpy ํ™•์žฅ ๋ชจ๋“ˆ์„ ๊ฐ€์ ธ ์˜ค์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ๋Œ€๋ถ€๋ถ„
์‹คํŒจํ•œ numpy ๋นŒ๋“œ๋ฅผ ๊ฐ€์ ธ ์˜ค๋ ค๊ณ  ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
numpy git repo๋กœ ์ž‘์—…ํ•˜๋Š” ๊ฒฝ์šฐ git clean -xdf (๋ชจ๋‘ ์ œ๊ฑฐ
๋ฒ„์ „ ์ œ์–ด๋ฅผ๋ฐ›์ง€ ์•Š๋Š” ํŒŒ์ผ). ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด numpy๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•˜์‹ญ์‹œ์˜ค.

์›๋ž˜ ์˜ค๋ฅ˜ : DLL๋กœ๋“œ ์‹คํŒจ : ๋„คํŠธ์›Œํฌ ๊ฒฝ๋กœ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์–ด๋–ค ๋„์›€์„ ์ฃผ์‹œ๋ฉด ๊ฐ์‚ฌํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค.
๊ฐ์‚ฌ,

@KumarNavneet ์ด ๋ฌธ์ œ๊ฐ€ ๋ฌด์—‡์— ๊ด€ํ•œ ๊ฒƒ๊ณผ๋Š” ๋‹ค๋ฅธ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค. ์˜ˆ์™ธ ๋ฉ”์‹œ์ง€๋Š” ์„ค์น˜๊ฐ€ ์ค‘๋‹จ๋˜์—ˆ์œผ๋ฉฐ numpy๋ฅผ ๋‹ค์‹œ ์„ค์น˜ํ•ด์•ผ ํ•จ์„ ์•Œ๋ ค์ค๋‹ˆ๋‹ค. ๊ทธ๋ž˜๋„ ์ž‘๋™ํ•˜์ง€ ์•Š์œผ๋ฉด ์ƒˆ ๋ฌธ์ œ๋ฅผ ์—ด๊ณ  numpy๋ฅผ ์–ด๋–ป๊ฒŒ ์„ค์น˜ํ–ˆ๋Š”์ง€ ์ •ํ™•ํžˆ ์•Œ๋ ค์ฃผ์„ธ์š”.

3.6.0์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š๋Š” 3.6.1 ๋ฐ”์ด๋„ˆ๋ฆฌ์— ๋Œ€ํ•œ์ด ๋ฌธ์ œ๋Š” ํ™•์‹คํžˆ ํ•ด๊ฒฐ๋˜์—ˆ์œผ๋ฉฐ, ๊ฐ€์ ธ ์˜ค๊ธฐ ์˜ค๋ฅ˜๊ฐ€ ๋น„์Šทํ•ด ๋ณด์ด๊ธฐ ๋•Œ๋ฌธ์— ์‚ฌ๋žŒ๋“ค์€ ์—ฌ๊ธฐ์— ๋‹ค๋ฅธ ์„ค์น˜ ๋ฌธ์ œ๋ฅผ ๊ณ„์† ๊ฒŒ์‹œํ•ฉ๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ๋‚˜๋Š”์ด ๋ฌธ์ œ๋ฅผ ์ž ๊ทธ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์ด ํŽ˜์ด์ง€๊ฐ€ ๋„์›€์ด ๋˜์—ˆ๋‚˜์š”?
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