Hdbscan: Windows์—์„œ ์„ค์น˜ ์‹คํŒจ

์— ๋งŒ๋“  2017๋…„ 02์›” 21์ผ  ยท  3์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: scikit-learn-contrib/hdbscan

MS VC++ 12.0์ด ์„ค์น˜๋œ Windows 7์ด ์žˆ์Šต๋‹ˆ๋‹ค.
pip install hdbscan์ด ๋‹ค์Œ๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค.
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ

C:\Users\1>vcvarsall.bat
C:\Program Files (x86)\Microsoft Visual Studio 12.0\VC\vcvarsall.bat

C:\Users\1>pip install hdbscan
hdbscan ์ˆ˜์ง‘
์บ์‹œ๋œ hdbscan-0.8.7.tar.gz ์‚ฌ์šฉ
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: scikit-learn>=0.16 in c:\fast\anaconda\2.5.0\lib\
์‚ฌ์ดํŠธ ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: cython>=0.17 in c:\fast\anaconda\2.5.0\lib\site-p
ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ : hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
๋ช…๋ น c:\fast\anaconda\2.5.0\python.exe -u -c "import s์˜ ์ „์ฒด ์ถœ๋ ฅ
etuptools, ํ† ํฐํ™”;__file__='c:\users\1\appdata\local\temp\pip-buil
d-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)(__file__);์ฝ”๋“œ=f.
read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" bd
ist_wheel -dc:\users\1\appdata\local\temp\tmp7fhztsip-wheel- --python-ta
g cp27:
์‹คํ–‰ bdist_wheel
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan__init__.py ๋ณต์‚ฌ -> build\lib.win-amd64-2.7\hdbscan
build_ext ์‹คํ–‰ ์ค‘
'hdbscan_hdbscan_tree.c' Cython ํ™•์žฅ(์ตœ์‹ ) ๊ฑด๋„ˆ๋›ฐ๊ธฐ
๋นŒ๋“œ 'hdbscan._hdbscan_tree' ํ™•์žฅ
์˜ค๋ฅ˜: Microsoft Visual C++ 9.0์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค(vcvarsall.bat๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Œ). ๊ฒŒ
http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.


hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ
hdbscan์— ๋Œ€ํ•ด setup.py clean ์‹คํ–‰
hdbscan์„ ๋นŒ๋“œํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค.
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€ ์„ค์น˜: hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py ์„ค์น˜ ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
c:\fast\anaconda\2.5.0\python.exe -u -c "import ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ
setuptools, ํ† ํฐํ™”;__file__='c:\users\1\appdata\local\temp\pip-bu
ild-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)(__file__);์ฝ”๋“œ=
f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))"
์„ค์น˜ --record c:\users\1\appdata\local\temp\pip-canend-record\install-r
ecord.txt --single-version-externally-managed --compile:
์„ค์น˜ ์‹คํ–‰
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ

copying hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan
copying hdbscan\__init__.py -> build\lib.win-amd64-2.7\hdbscan
running build_ext
skipping 'hdbscan\_hdbscan_tree.c' Cython extension (up-to-date)
building 'hdbscan._hdbscan_tree' extension
error: Microsoft Visual C++ 9.0 is required (Unable to find vcvarsall.bat).

http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.

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

๋ช…๋ น "c:\fast\anaconda\2.5.0\python.exe -u -c" ๊ฐ€์ ธ์˜ค๊ธฐ setuptools, tokenize;__
file__='c:\users\1\appdata\local\temp\pip-build-kgeqin\hdbscan\set
up.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)(__file__);code=f.read().replace('\r\n',
'\n');f.close();exec(compile(code, __file__, 'exec'))" install --record c:\user
s\1\appdata\local\temp\pip-canend-record\install-record.txt --single-versi
on-externally-managed --compile"์ด c:\users\1\ap์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.
pdata\local\temp\pip-build-kgeqin\hdbscan\

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

์šฐ๋ฆฌ๋Š” ๋ถˆํ–‰ํžˆ๋„ ์„ฑ๋Šฅ์„ ์œ„ํ•ด Cython์„ ๋งŽ์ด ์‚ฌ์šฉํ•˜๊ธฐ ๋•Œ๋ฌธ์—
์ปดํŒŒ์ผ์ด ๋ฌธ์ œ๊ฐ€ ๋  ์ˆ˜ ์žˆ์Œ์„ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ํŠนํžˆ ์‚ฌ์‹ค์ด๋‹ค.
์œˆ๋„์šฐ. ๋ถˆํ–‰ํžˆ๋„ ๋‚˜๋Š” ์‹ค์ œ๋กœ ๋ฐ”ํ€ด๋ฅผ ๋งŒ๋“ค ์ธํ”„๋ผ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.
๋ชจ๋“  ๋‹ค๋ฅธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์œ„ํ•ด ๋นŒ๋“œ๋ฉ๋‹ˆ๋‹ค. ๋ฐ˜๋ฉด์— ์•„์ฃผ
conda-forge์˜ ํ›Œ๋ฅญํ•œ ์‚ฌ๋žŒ๋“ค์ด conda ๋นŒ๋“œ๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ๊ฒŒ ํ–ˆ์Šต๋‹ˆ๋‹ค.
๋‹ค์–‘ํ•œ ํ”Œ๋žซํผ. Windows๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ ๋‚ด ๊ฐ•๋ ฅํ•œ ์กฐ์–ธ์€ ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์„ค์น˜๋ฅผ ์œ„ํ•œ conda(์•„๋‚˜์ฝ˜๋‹ค ๋˜๋Š” ๋ฏธ๋‹ˆ ์ฝ˜๋‹ค) -- "๊ทธ๋ƒฅ ์ž‘๋™"ํ•ฉ๋‹ˆ๋‹ค.

2017๋…„ 2์›” 20์ผ ์›”์š”์ผ ์˜คํ›„ 7์‹œ 11๋ถ„์— Berowne [email protected]์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

MS VC++ 12.0์ด ์„ค์น˜๋œ Windows 7์ด ์žˆ์Šต๋‹ˆ๋‹ค.
pip install hdbscan์ด ๋‹ค์Œ๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค.
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ

C:\Users\1>vcvarsall.bat
C:\Program Files (x86)\Microsoft Visual Studio 12.0\VC\vcvarsall.bat

C:\Users\1>pip install hdbscan
hdbscan ์ˆ˜์ง‘
์บ์‹œ๋œ hdbscan-0.8.7.tar.gz ์‚ฌ์šฉ
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: scikit-learn>=0.16 in
c:\fast\anaconda\2.5.0\lib
์‚ฌ์ดํŠธ ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: cython>=0.17 in c:\fast\anaconda\2.5.0\lib\
์‚ฌ์ดํŠธ ํ”ผ
ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ : hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
c:\fast\anaconda\2.5.0\python.exe -u -c ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ
"์ˆ˜์ž…
etuptools, ํ† ํฐํ™”; ํŒŒ์ผ ='c:\users\1\appdata\local\temp\pip-buil
d-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ
);์ฝ”๋“œ=f.
read().replace('\r\n', '\n');f.close();exec(compile(์ฝ”๋“œ, ํŒŒ์ผ ,
'์‹คํ–‰'))" bd
ist_wheel -dc:\users\1\appdata\local\temp\tmp7fhztsip-wheel- --python-ta
g cp27:
์‹คํ–‰ bdist_wheel
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\ ๋ณต์‚ฌ
hdbscan
hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan_ init _.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
build_ext ์‹คํ–‰ ์ค‘
'hdbscan_hdbscan_tree.c' Cython ํ™•์žฅ(์ตœ์‹ ) ๊ฑด๋„ˆ๋›ฐ๊ธฐ
๋นŒ๋“œ 'hdbscan._hdbscan_tree' ํ™•์žฅ
์˜ค๋ฅ˜: Microsoft Visual C++ 9.0์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค(์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
vcvarsall.bat). ๊ฒŒ

http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.

hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ
hdbscan์— ๋Œ€ํ•ด setup.py clean ์‹คํ–‰
hdbscan์„ ๋นŒ๋“œํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค.
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€ ์„ค์น˜: hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py ์„ค์น˜ ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
c:\fast\anaconda\2.5.0\python.exe -u -c ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ
"์ˆ˜์ž…
setuptools, ํ† ํฐํ™”; ํŒŒ์ผ ='c:\users\1\appdata\local\temp\pip-bu
ild-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ
);์ฝ”๋“œ=
f.read().replace('\r\n', '\n');f.close();exec(compile(์ฝ”๋“œ, ํŒŒ์ผ ,
'์‹คํ–‰'))"
์„ค์น˜ --record c:\users\1\appdata\local\temp\pip-canend-record\install-r
ecord.txt --single-version-externally-managed --compile:
์„ค์น˜ ์‹คํ–‰
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\ ๋ณต์‚ฌ
hdbscan

hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan__init__.py ๋ณต์‚ฌ -> build\lib.win-amd64-2.7\hdbscan
build_ext ์‹คํ–‰ ์ค‘
'hdbscan_hdbscan_tree.c' Cython ํ™•์žฅ(์ตœ์‹ ) ๊ฑด๋„ˆ๋›ฐ๊ธฐ
๋นŒ๋“œ 'hdbscan._hdbscan_tree' ํ™•์žฅ
์˜ค๋ฅ˜: Microsoft Visual C++ 9.0์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค(vcvarsall.bat๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Œ).

http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.


๋ช…๋ น "c:\fast\anaconda\2.5.0\python.exe -u -c" ๊ฐ€์ ธ์˜ค๊ธฐ setuptools,
ํ† ํฐํ™”;__
file__='c:\users\1\appdata\local\temp\pip-build-kgeqin\hdbscan\set
up.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ );์ฝ”๋“œ=f.read().
๋ฐ”๊พธ๊ธฐ('\r\n',
'\n');f.close();exec(compile(code, file , 'exec'))" install --record
c:\์‚ฌ์šฉ์ž
s\1\appdata\local\temp\pip-canend-record\install-record.txt --single-versi
on-externally-managed --compile"์ด c:\users\1\ap์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.
pdata\local\temp\pip-build-kgeqin\hdbscan\

โ€”
์ด ์Šค๋ ˆ๋“œ์— ๊ฐ€์ž…ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/scikit-learn-contrib/hdbscan/issues/86 ๋˜๋Š” ์Œ์†Œ๊ฑฐ
์‹ค
https://github.com/notifications/unsubscribe-auth/ALaKBXI96zQfe67vsHdB_0ReIfgXb0H_ks5reiu1gaJpZM4MGvPY
.

๋ชจ๋“  3 ๋Œ“๊ธ€

์šฐ๋ฆฌ๋Š” ๋ถˆํ–‰ํžˆ๋„ ์„ฑ๋Šฅ์„ ์œ„ํ•ด Cython์„ ๋งŽ์ด ์‚ฌ์šฉํ•˜๊ธฐ ๋•Œ๋ฌธ์—
์ปดํŒŒ์ผ์ด ๋ฌธ์ œ๊ฐ€ ๋  ์ˆ˜ ์žˆ์Œ์„ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ํŠนํžˆ ์‚ฌ์‹ค์ด๋‹ค.
์œˆ๋„์šฐ. ๋ถˆํ–‰ํžˆ๋„ ๋‚˜๋Š” ์‹ค์ œ๋กœ ๋ฐ”ํ€ด๋ฅผ ๋งŒ๋“ค ์ธํ”„๋ผ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.
๋ชจ๋“  ๋‹ค๋ฅธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์œ„ํ•ด ๋นŒ๋“œ๋ฉ๋‹ˆ๋‹ค. ๋ฐ˜๋ฉด์— ์•„์ฃผ
conda-forge์˜ ํ›Œ๋ฅญํ•œ ์‚ฌ๋žŒ๋“ค์ด conda ๋นŒ๋“œ๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ๊ฒŒ ํ–ˆ์Šต๋‹ˆ๋‹ค.
๋‹ค์–‘ํ•œ ํ”Œ๋žซํผ. Windows๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ ๋‚ด ๊ฐ•๋ ฅํ•œ ์กฐ์–ธ์€ ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์„ค์น˜๋ฅผ ์œ„ํ•œ conda(์•„๋‚˜์ฝ˜๋‹ค ๋˜๋Š” ๋ฏธ๋‹ˆ ์ฝ˜๋‹ค) -- "๊ทธ๋ƒฅ ์ž‘๋™"ํ•ฉ๋‹ˆ๋‹ค.

2017๋…„ 2์›” 20์ผ ์›”์š”์ผ ์˜คํ›„ 7์‹œ 11๋ถ„์— Berowne [email protected]์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

MS VC++ 12.0์ด ์„ค์น˜๋œ Windows 7์ด ์žˆ์Šต๋‹ˆ๋‹ค.
pip install hdbscan์ด ๋‹ค์Œ๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ•ฉ๋‹ˆ๋‹ค.
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ

C:\Users\1>vcvarsall.bat
C:\Program Files (x86)\Microsoft Visual Studio 12.0\VC\vcvarsall.bat

C:\Users\1>pip install hdbscan
hdbscan ์ˆ˜์ง‘
์บ์‹œ๋œ hdbscan-0.8.7.tar.gz ์‚ฌ์šฉ
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: scikit-learn>=0.16 in
c:\fast\anaconda\2.5.0\lib
์‚ฌ์ดํŠธ ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์š”๊ตฌ ์‚ฌํ•ญ์ด ์ด๋ฏธ ์ถฉ์กฑ๋จ: cython>=0.17 in c:\fast\anaconda\2.5.0\lib\
์‚ฌ์ดํŠธ ํ”ผ
ํŒจํ‚ค์ง€(hdbscan์—์„œ)
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ : hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py bdist_wheel ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
c:\fast\anaconda\2.5.0\python.exe -u -c ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ
"์ˆ˜์ž…
etuptools, ํ† ํฐํ™”; ํŒŒ์ผ ='c:\users\1\appdata\local\temp\pip-buil
d-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ
);์ฝ”๋“œ=f.
read().replace('\r\n', '\n');f.close();exec(compile(์ฝ”๋“œ, ํŒŒ์ผ ,
'์‹คํ–‰'))" bd
ist_wheel -dc:\users\1\appdata\local\temp\tmp7fhztsip-wheel- --python-ta
g cp27:
์‹คํ–‰ bdist_wheel
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\ ๋ณต์‚ฌ
hdbscan
hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan_ init _.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
build_ext ์‹คํ–‰ ์ค‘
'hdbscan_hdbscan_tree.c' Cython ํ™•์žฅ(์ตœ์‹ ) ๊ฑด๋„ˆ๋›ฐ๊ธฐ
๋นŒ๋“œ 'hdbscan._hdbscan_tree' ํ™•์žฅ
์˜ค๋ฅ˜: Microsoft Visual C++ 9.0์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค(์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.
vcvarsall.bat). ๊ฒŒ

http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.

hdbscan์— ๋Œ€ํ•œ ๋นŒ๋“œ ํœ  ์‹คํŒจ
hdbscan์— ๋Œ€ํ•ด setup.py clean ์‹คํ–‰
hdbscan์„ ๋นŒ๋“œํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค.
์ˆ˜์ง‘๋œ ํŒจํ‚ค์ง€ ์„ค์น˜: hdbscan
hdbscan์— ๋Œ€ํ•œ setup.py ์„ค์น˜ ์‹คํ–‰ ์ค‘ ... ์˜ค๋ฅ˜
c:\fast\anaconda\2.5.0\python.exe -u -c ๋ช…๋ น์˜ ์ „์ฒด ์ถœ๋ ฅ
"์ˆ˜์ž…
setuptools, ํ† ํฐํ™”; ํŒŒ์ผ ='c:\users\1\appdata\local\temp\pip-bu
ild-kgeqin\hdbscan\setup.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ
);์ฝ”๋“œ=
f.read().replace('\r\n', '\n');f.close();exec(compile(์ฝ”๋“œ, ํŒŒ์ผ ,
'์‹คํ–‰'))"
์„ค์น˜ --record c:\users\1\appdata\local\temp\pip-canend-record\install-r
ecord.txt --single-version-externally-managed --compile:
์„ค์น˜ ์‹คํ–‰
๋นŒ๋“œ ์‹คํ–‰
build_py ์‹คํ–‰ ์ค‘
๋นŒ๋“œ ์ƒ์„ฑ
build\lib.win-amd64-2.7 ์ƒ์„ฑ
build\lib.win-amd64-2.7\hdbscan ์ƒ์„ฑ ์ค‘
hdbscan\hdbscan_.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\plots.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan\robust_single_linkage_.py -> build\lib.win-amd64-2.7\ ๋ณต์‚ฌ
hdbscan

hdbscan\validity.py -> build\lib.win-amd64-2.7\hdbscan ๋ณต์‚ฌ
hdbscan__init__.py ๋ณต์‚ฌ -> build\lib.win-amd64-2.7\hdbscan
build_ext ์‹คํ–‰ ์ค‘
'hdbscan_hdbscan_tree.c' Cython ํ™•์žฅ(์ตœ์‹ ) ๊ฑด๋„ˆ๋›ฐ๊ธฐ
๋นŒ๋“œ 'hdbscan._hdbscan_tree' ํ™•์žฅ
์˜ค๋ฅ˜: Microsoft Visual C++ 9.0์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค(vcvarsall.bat๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Œ).

http://aka.ms/vcpython27 ์—์„œ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.


๋ช…๋ น "c:\fast\anaconda\2.5.0\python.exe -u -c" ๊ฐ€์ ธ์˜ค๊ธฐ setuptools,
ํ† ํฐํ™”;__
file__='c:\users\1\appdata\local\temp\pip-build-kgeqin\hdbscan\set
up.py';f=getattr(ํ† ํฐํ™”, '์—ด๊ธฐ', ์—ด๊ธฐ)( ํŒŒ์ผ );์ฝ”๋“œ=f.read().
๋ฐ”๊พธ๊ธฐ('\r\n',
'\n');f.close();exec(compile(code, file , 'exec'))" install --record
c:\์‚ฌ์šฉ์ž
s\1\appdata\local\temp\pip-canend-record\install-record.txt --single-versi
on-externally-managed --compile"์ด c:\users\1\ap์˜ ์˜ค๋ฅ˜ ์ฝ”๋“œ 1๊ณผ ํ•จ๊ป˜ ์‹คํŒจํ–ˆ์Šต๋‹ˆ๋‹ค.
pdata\local\temp\pip-build-kgeqin\hdbscan\

โ€”
์ด ์Šค๋ ˆ๋“œ์— ๊ฐ€์ž…ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ณ  GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/scikit-learn-contrib/hdbscan/issues/86 ๋˜๋Š” ์Œ์†Œ๊ฑฐ
์‹ค
https://github.com/notifications/unsubscribe-auth/ALaKBXI96zQfe67vsHdB_0ReIfgXb0H_ks5reiu1gaJpZM4MGvPY
.

์ด๊ฒƒ์„ ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ Windows ์‹œ์Šคํ…œ์— ์„ค์น˜ํ•œ ๋‹ค์Œ ๋นŒ๋“œ ํ”„๋กœ์„ธ์Šค๋ฅผ ๋ฐ˜๋ณตํ•ฉ๋‹ˆ๋‹ค.
Python 2.7์šฉ Microsoft Visual C++ ์ปดํŒŒ์ผ๋Ÿฌ

์ž‘๋™ํ•˜์ง€๋งŒ GCC ์ปดํŒŒ์ผ๋Ÿฌ๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

์ถฉ์‹คํžˆ,
๋ฒ ๋กœ๋„ค

2017๋…„ 7์›” 28์ผ ์˜คํ›„ 1์‹œ 11๋ถ„์— Steve D [email protected]์ด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์„ ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ Windows ์‹œ์Šคํ…œ์— ์„ค์น˜ํ•œ ๋‹ค์Œ ๋นŒ๋“œ ํ”„๋กœ์„ธ์Šค๋ฅผ ๋ฐ˜๋ณตํ•ฉ๋‹ˆ๋‹ค.
Python 2.7์šฉ Microsoft Visual C++ ์ปดํŒŒ์ผ๋Ÿฌ

โ€”
์Šค๋ ˆ๋“œ๋ฅผ ์ž‘์„ฑํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ฑฐ๋‚˜ GitHub์—์„œ ๋ณด๊ฑฐ๋‚˜ ์Šค๋ ˆ๋“œ๋ฅผ ์Œ์†Œ๊ฑฐํ•˜์„ธ์š”.

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