Mayavi: mayavi.mlab ๋ฌธ์ œ

์— ๋งŒ๋“  2018๋…„ 06์›” 06์ผ  ยท  39์ฝ”๋ฉ˜ํŠธ  ยท  ์ถœ์ฒ˜: enthought/mayavi

์‚ฌ์‹ค ๋‚˜๋Š” ๊ทธ๊ฒƒ์„ vt๋‚˜ ๋‹ค๋ฅธ ๋ฌธ์ œ๋ผ๊ณ  ๋ถˆ๋Ÿฌ์•ผ ํ•œ๋‹ค.
๋‚˜๋Š” ๊ทธ๊ฒƒ์„ ์„ฑ๊ณต์ ์œผ๋กœ ์„ค์น˜ํ•˜๊ธฐ ์œ„ํ•ด ์•„์ฝ˜๋‹ค๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.
import vtk ํ™•์ธ
import mayavi ๋ฌธ์ œ ์—†์Šต๋‹ˆ๋‹ค
from mayavi import mlab

์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):
ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesmayavimlab.py", 15ํ–‰,
mayavi.tools.camera์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ ๋ณด๊ธฐ, ๋กค, ์š”, ํ”ผ์น˜, ์ด๋™
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesmayavitoolscamera.py", 24ํ–‰,
.engine_manager์—์„œ get_engine ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesmayavitoolsengine_manager.py", 14ํ–‰,
mayavi.core.engine ๊ฐ€์ ธ์˜ค๊ธฐ ์—”์ง„์—์„œ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesmayavicoreengine.py", 34ํ–‰,
mayavi.core.ui.mayavi_scene ๊ฐ€์ ธ์˜ค๊ธฐ viewer_factory์—์„œ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesmayavicoreuimayavi_scene.py", 12ํ–‰,
tvtk.tools.ivtk์—์„œ IVTK ๊ฐ€์ ธ์˜ค๊ธฐ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagestvtktoolsivtk.py", 35ํ–‰,
tvtk.pyface.api์—์„œ ์žฅ๋ฉด ๊ฐ€์ ธ์˜ค๊ธฐ, DecoratedScene
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagestvtkpyfaceapi.py", 1ํ–‰,
.decorated_scene ๊ฐ€์ ธ์˜ค๊ธฐ DecoratedScene์—์„œ
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagestvtkpyfacedecorated_scene.py", 12ํ–‰,
tvtk.pyface.toolkit์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ toolkit_object
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagestvtkpyfacetoolkit.py", 3ํ–‰,
ํˆดํ‚ท = toolkit_object = find_toolkit('tvtk.toolkits')
find_toolkit์˜ ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagespyfacebase_toolkit.py", 263ํ–‰
import_toolkit(ETSConfig.toolkit, entry_point) ๋ฐ˜ํ™˜
import_toolkit์˜ ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagespyfacebase_toolkit.py", 217ํ–‰
toolkit_object = plugin.load()
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagespkg_resources__init__.py", 2404ํ–‰ ๋กœ๋“œ ์ค‘
self.require( ์ธ์ˆ˜, * kwargs)
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagesspkg_resources__init__.py", ๋ผ์ธ 2427, ํ•„์š”
ํ•ญ๋ชฉ = working_set.resolve(reqs, ํ™˜๊ฒฝ, ์„ค์น˜ ํ”„๋กœ๊ทธ๋žจ, extras=self.extras)
ํŒŒ์ผ "E:UsersEcaucAnaconda3libsite-packagespkg_resources__init__.py", 867ํ–‰, ํ•ด๊ฒฐ
DistributionNotFound(req, ์š”๊ตฌ์ž) ์˜ฌ๋ฆฌ๊ธฐ
pkg_resources.DistributionNotFound: 'vtk' ๋ฐฐํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์œผ๋ฉฐ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” ์‚ฌ์šฉํ•œ๋‹ค

Python 3.6.3 |Anaconda ์‚ฌ์šฉ์ž ์ง€์ •(64๋น„ํŠธ)| (๊ธฐ๋ณธ๊ฐ’, 2017๋…„ 10์›” 15์ผ, 03:27:45) win32์˜ [MSC v.1900 64๋น„ํŠธ(AMD64)]

๊ฐ€์žฅ ์œ ์šฉํ•œ ๋Œ“๊ธ€

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค
์ด ๋ฒ„์ „์˜ vtk๋ฅผ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ๋‚ด PC(win10 py3.6)์—์„œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
conda install -c viscid-hub vtk

๋ชจ๋“  39 ๋Œ“๊ธ€

์•ˆ๋…•ํ•˜์„ธ์š”, ์ €๋„ ๊ฐ™์€ ๋ฌธ์ œ๊ฐ€ ์žˆ์œผ๋ฉฐ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ฃผ์‹œ๋ฉด ๊ฐ์‚ฌํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค.

Windows 10(64๋น„ํŠธ) ๋ฐ Python 3.6.5๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. |Anaconda, Inc.| [MSC v.1900 64๋น„ํŠธ(AMD64)]

@Ecauchy -- ์ •ํ™•ํžˆ ์–ด๋–ป๊ฒŒ ์„ค์น˜ํ–ˆ๋Š”์ง€ ์•Œ๋ ค์ฃผ์‹ญ์‹œ์˜ค. ๋‚˜๋Š” ์–ด๋–ค ๋ฒ„์ „์˜ ์•„์ฝ˜๋‹ค๊ฐ€ ๋ฐฐ์†ก๋˜๋Š”์ง€ ๋ชจ๋ฆ…๋‹ˆ๋‹ค. ์ง€๊ธˆ numpy๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์œผ๋ฉด pip install mayavi ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ”Œ๋žซํผ์—์„œ pip install pyqt5 mayavi ๋ฅผ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ์–ด์•ผ ํ•˜๋ฉฐ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ž˜๋„ anaconda์˜ Mayavi ๋ฐ VTK ๋ฒ„์ „์„ ์ œ๊ฑฐํ•˜์‹ญ์‹œ์˜ค.

@prabhuramachandran ๋ฐฉ๊ธˆ conda install mayavi ์‚ฌ์šฉํ–ˆ์Šต๋‹ˆ๋‹ค. ์˜ˆ, numpy๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ๊ณ  ๋ช‡ ๋‹ฌ ๋™์•ˆ ์™„๋ฒฝํ•˜๊ฒŒ ์ž‘์—…ํ–ˆ์Šต๋‹ˆ๋‹ค.
Mayavi์˜ ์•„๋‚˜์ฝ˜๋‹ค ๋ฒ„์ „์€ mayavi: 4.6.0-py36_vc14_0 conda-forge [vc14] ์ž…๋‹ˆ๋‹ค.

conda-forge ์ €์žฅ์†Œ์—์„œ mayavi 4.6.0(๋ฐ vtk 8.1.1)์„ ์„ค์น˜ํ•  ๋•Œ๋„ ๋™์ผํ•œ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. @Ecauchy ์˜ ์ด์ „ ์˜๊ฒฌ์— ๋™๊ธฐ๋ฅผ ๋ถ€์—ฌํ•˜์—ฌ conda-forge์—์„œ ๋ฒ„์ „ ๊ธฐ๋ก์„ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค. Mayavi 4.5.0(๋ฐ vtk 7.1.1)์—์„œ ์ตœ๊ทผ์— ์—…๋ฐ์ดํŠธ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

conda-forge์—์„œ mayavi 4.5.0(๋ฐ vtk 7.1.1) ์„ค์น˜/๋˜๋Œ๋ฆฌ๊ธฐ๊ฐ€ ์ž‘๋™ ์ค‘์ž…๋‹ˆ๋‹ค.

@Ecauchy , @christian-drescher -- conda-forge ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ฑฐํ•œ ๋‹ค์Œ vtk ๋ฐ mayavi์˜ pip ์„ค์น˜๋ฅผ ์ˆ˜ํ–‰ํ•˜๋ฉด ์ž‘๋™ํ•˜๋Š”์ง€ ์•Œ๋ ค์ฃผ์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ๊ทธ๋ ‡๋‹ค๋ฉด ์ด๊ฒƒ์€ conda-forge ๋ฌธ์ œ์ด๋ฉฐ Mayavi์™€ ๊ด€๋ จ์ด ์—†์Šต๋‹ˆ๋‹ค.

VTK ํŒจํ‚ค์ง€ ๋˜๋Š” Mayavi ํŒจํ‚ค์ง€์— ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š”์ง€ ์•Œ๋ฉด ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค. conda-forge์—์„œ vtk 7.1.1์„ ์„ค์น˜ํ•˜๊ณ  pip install mayavi๋ฅผ ์„ค์น˜ํ–ˆ๋‹ค๋ฉด?

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค
์ด ๋ฒ„์ „์˜ vtk๋ฅผ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ๋‚ด PC(win10 py3.6)์—์„œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
conda install -c viscid-hub vtk

@prabhuramachandran , ์ด๊ฒƒ์€ ๊ท€ํ•˜์˜ ์š”์ฒญ์„ ์ธ์ •ํ•˜๊ธฐ ์œ„ํ•œ ๊ฒƒ์ด์ง€๋งŒ ๋ฐ”ํ€ด ์–ผ๋ฃฉ์ด ์—†์„ ๋•Œ pip install์„ ์ „๋‹ฌํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. (๋‚ด ํšŒ์‚ฌ ์ปดํ“จํ„ฐ์—์„œ ์ œํ•œ๋œ ๊ถŒํ•œ์œผ๋กœ ๋ชจ๋“  ๋นŒ๋“œ ๋„๊ตฌ๋ฅผ ์„ค์ •ํ•˜๋Š” ๊ฒƒ์€ ๋ฒˆ๊ฑฐ๋กœ์šด ์ผ์ž…๋‹ˆ๋‹ค.)

mayavi/__init__.py ์˜ __requires__ ๋ชฉ๋ก์— vtk๊ฐ€ ์žˆ์œผ๋ฉด ์ด ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. pypi์˜ python wheel ๋ฒ„์ „๋งŒ vtk์šฉ ๋ฐฐํฌํŒ์„ ์ œ๊ณตํ•˜๋ฏ€๋กœ vtk๋ฅผ ์„ค์น˜ํ•˜๋Š” ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•(์˜ˆ: ๋งŽ์€ ์‚ฌ๋žŒ๋“ค์ด ํ•˜๋Š” ๊ฒƒ์ฒ˜๋Ÿผ conda ์‚ฌ์šฉ)์—์„œ๋Š” ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋‚ด conda ๊ธฐ๋ฐ˜ vtk๋กœ ์ž‘์—…ํ•˜๊ธฐ ์œ„ํ•ด Mayavi ํŒจํ‚ค์ง€๋ฅผ ์ง์ ‘ ๋นŒ๋“œํ•˜๊ณ  __requires__ ์—์„œ vtk๋ฅผ ์ œ๊ฑฐํ–ˆ์Šต๋‹ˆ๋‹ค.

@bergtholdt -- ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ์šฐ๋ฆฌ๊ฐ€ ํŒŒ์ด์ฌ ์„ธ๊ณ„์—์„œ ๋ฌผ๊ฑด์„ ํŒจํ‚ค์ง•ํ•˜๊ณ  ์„ค์น˜ํ•ด์•ผ ํ•˜๋Š” ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์˜ ๋ถˆํ–‰ํ•˜๊ณ  ๋˜ ๋‹ค๋ฅธ ์งœ์ฆ๋‚˜๋Š” ์ธก๋ฉด์ž…๋‹ˆ๋‹ค. ํ•œ์ˆจ์„ ์‰ฌ๋‹ค. ์ด์ œ ์šฐ๋ฆฌ๋Š” ๋ฌด์—‡์„ ํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ? ๋‚ด๊ฐ€ ์š”๊ตฌ ์‚ฌํ•ญ์— ์—†์œผ๋ฉด ์‚ฌ๋žŒ๋“ค์€ pip install mayavi ๋ฅผ ์‹คํ–‰ํ•˜๊ณ  ๋Œ€๋ถ€๋ถ„์˜ ๊ฒฝ์šฐ ์ž‘๋™ํ•  ๊ฒƒ์œผ๋กœ ๊ธฐ๋Œ€ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ์ฝ˜๋‹ค ๋ฌธ์ œ์ธ๊ฐ€์š”? pypi์˜ python wheel๋งŒ ๋ฐฐํฌํŒ์„ ์ œ๊ณตํ•  ๊ถŒ๋ฆฌ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์‹ ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. conda๊ฐ€ ๋‹ค๋ฅธ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜์ง€ ์•Š๋Š” ํ•œ pip๋Š” ์ผ๋ฐ˜์ ์œผ๋กœ ์„ค์น˜๋œ ํŒจํ‚ค์ง€๋ฅผ ์„ ํƒํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

conda ๊ฐœ๋ฐœ์ž์—๊ฒŒ ์งˆ๋ฌธ์„ ํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ?

๋‚ด ํฐ์—์„œ ๋ณด๋ƒˆ์Šต๋‹ˆ๋‹ค. ์˜คํƒ€์™€ ์งค๋ง‰ํ•จ์„ ์šฉ์„œํ•ด ์ฃผ์‹ญ์‹œ์˜ค.โ€‹

2018๋…„ 6์›” 21์ผ 16:30, 16:30์— Prabhu Ramachandran [email protected] ์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ผ์Šต๋‹ˆ๋‹ค.

@bergtholdt -- ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ๋ถˆํ–‰ํ•˜๊ณ  ๋˜ ๋‹ค๋ฅธ
์šฐ๋ฆฌ๊ฐ€ ํŒจํ‚ค์ง•ํ•˜๊ณ  ์„ค์น˜ํ•ด์•ผ ํ•˜๋Š” ๋‹ค์–‘ํ•œ ๋ฐฉ๋ฒ•์˜ ์งœ์ฆ๋‚˜๋Š” ์ธก๋ฉด
ํŒŒ์ด์ฌ ์„ธ๊ณ„์˜ ๊ฒƒ๋“ค. ํ•œ์ˆจ์„ ์‰ฌ๋‹ค. ์ด์ œ ์šฐ๋ฆฌ๋Š” ๋ฌด์—‡์„ ํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ? ๋งŒ์•ฝ ๋‚ด๊ฐ€ํ•œ๋‹ค๋ฉด
์š”๊ตฌ ์‚ฌํ•ญ์— ์—†์œผ๋ฉด ์‚ฌ๋žŒ๋“ค์€ pip install mayavi ๋ฅผ ์‹คํ–‰ํ•˜๊ณ  ๋Œ€๋ถ€๋ถ„์˜ ๊ฒฝ์šฐ ์ž‘๋™ํ•  ๊ฒƒ์œผ๋กœ ๊ธฐ๋Œ€ํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ์ด๊ฒŒ ๋ฌธ์ œ์ธ๊ฐ€
์ฝ˜๋‹ค๋กœ? python wheel๋งŒ์ด
๋ฐฐํฌํŒ์„ ์ œ๊ณตํ•˜๋ฉด pip๋Š” ์„ค์น˜๋œ ํŒจํ‚ค์ง€๋ฅผ ์„ ํƒํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
์ผ๋ฐ˜์ ์œผ๋กœ conda๊ฐ€ ๋‹ค๋ฅธ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜์ง€ ์•Š๋Š” ํ•œ ๊ทธ๋ ‡์ง€ ์•Š์Šต๋‹ˆ๊นŒ?

--
์ด ์Šค๋ ˆ๋“œ์— ๊ฐ€์ž…ํ–ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด ๋ฉ”์‹œ์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์ด ์ด๋ฉ”์ผ์— ์ง์ ‘ ๋‹ต์žฅํ•˜๊ฑฐ๋‚˜ GitHub์—์„œ ํ™•์ธํ•˜์„ธ์š”.
https://github.com/enthought/mayavi/issues/652#issuecomment -399123941

@GaelVaroquaux -- ๋ˆ„๊ตฐ๊ฐ€ ๊ทธ๋žฌ๋‹ค๋ฉด ์ข‹์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๊ฐ€์žฅ ์ข‹์€ ๋ฐฉ๋ฒ•์ด ๋ฌด์—‡์ธ์ง€ ์•Œ๋ ค์ฃผ์‹ญ์‹œ์˜ค. ๋‚˜๋Š” ์˜ฌํ•ด SciPy์—์„œ ์‚ฌ๋žŒ๋“ค์„ ๋งŒ๋‚  ์˜ˆ์ •์ด๋ฏ€๋กœ ๊ทธ๋•Œ ๋‹ค๋ฃฐ ์ˆ˜ ์žˆ์ง€๋งŒ ๊ทธ ๋™์•ˆ ๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ์ด์— ๋Œ€ํ•ด ๋ฐํž ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ทธ๊ฒƒ์ด pypi์—์„œ ์˜ค๋Š” ๋ฐ”ํ€ด์™€ ์•„๋ฌด ๊ด€๋ จ์ด ์—†๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. ํ‘œ์ค€ vtk ๋ž˜ํผ์˜ CMake ์„ค์น˜ ๋ฉ”์ปค๋‹ˆ์ฆ˜์„ ํ†ตํ•œ ์ผ๋ฐ˜ ์„ค์น˜๋Š” "๋ฐฐํฌ"(setuptools / pkg_resources์˜ ์ „๋ฌธ ์šฉ์–ด๋กœ)๋ฅผ ์ œ๊ณตํ•˜์ง€ ์•Š๋Š” ๊ฒƒ ๊ฐ™์œผ๋ฏ€๋กœ mayavi.mlab์„ ๊ฐ€์ ธ์˜ฌ ๋•Œ ์ด DistributionNotFound ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. vtk์šฉ conda-forge ์œ ์ง€ ๊ด€๋ฆฌ์ž๊ฐ€ ํŒจํ‚ค์ง€์— "๋ฐฐํฌ ์ง€์›"์„ ์ œ๊ณตํ•˜์—ฌ Mayavi์˜ __requires__ ์„น์…˜์ด ์ง€๊ธˆ๊ณผ ๊ฐ™์„ ์ˆ˜ ์žˆ๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ conda-forge ์œ ์ง€ ๊ด€๋ฆฌ์ž์—๊ฒŒ vtk ๋ ˆ์‹œํ”ผ์— ๋Œ€ํ•ด https://github.com/jcfr/VTKPythonPackage ์˜ ๋ฉ”์ปค๋‹ˆ์ฆ˜์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ ˆ์‹œํ”ผ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜๋„๋ก ์š”์ฒญํ•˜๋Š” ๊ฒƒ์ด ์ข‹์ง€๋งŒ conda ํ˜ธํ™˜ ๋ฐฉ์‹์œผ๋กœ ์š”์ฒญํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค.

@prabhuramachandran -- ์ด๋ฒˆ ์ฃผ๋ง์— ์Šคํ”„๋ฆฐํŠธ์—์„œ ์ด์•ผ๊ธฐํ•  ์ˆ˜ ์žˆ์„๊นŒ์š”? ์ €๋Š” conda-forge์˜ ์ผ์›์ด๋ฉฐ ์ด ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค ๐Ÿ˜€

(๋ฌธ์ œ๋ฅผ ์ดํ•ดํ•˜๋Š” ๋ฐ ๋„์›€์ด ํ•„์š”ํ•˜๊ณ  VTKPythonPackage๊ฐ€ ์ด๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์ถ”๊ฐ€ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.)

@mwcraig -- ์˜ˆ, ๊ทธ๋ ‡์Šต๋‹ˆ๋‹ค. ๋‚ด์ผ ์Šคํ”„๋ฆฐํŠธ์— ๊ฐˆ ๊ณ„ํš์ž…๋‹ˆ๋‹ค.

์ง€๊ธˆ ์ž‘๋™ํ•ด์•ผ ํ•ฉ๋‹ˆ๊นŒ? ๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค. Miniconda์™€ ํ•จ๊ป˜ 64๋น„ํŠธ Python 3.6.5๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

IIRC์— ์žˆ์–ด์•ผ ํ•˜๊ณ  Matt๋Š” SciPy์—์„œ ์ด ๋ฌธ์ œ๋ฅผ ์ˆ˜์ •ํ–ˆ์œผ๋ฉฐ PR์ด ๋ณ‘ํ•ฉ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ๊ฒฝ์šฐ ์œ„์— ๋‚˜์—ด๋œ ๋‹ค๋ฅธ PR์„ ์ฐธ์กฐํ•˜์‹ญ์‹œ์˜ค. ๋ฐฉ๊ธˆ Python 3.6์—์„œ ํ…Œ์ŠคํŠธํ–ˆ๋Š”๋ฐ ํ•ด๊ฒฐ๋˜๊ณ  ์ˆ˜์ •๋œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ conda-forge VTK ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•œ ๋‹ค์Œ Mayavi๋ฅผ pip ์„ค์น˜ํ•ด ๋ณด์‹ญ์‹œ์˜ค. ์ด์ œ ๋ฌธ์ œ๊ฐ€ ํ•ด๊ฒฐ๋˜์—ˆ์œผ๋ฏ€๋กœ ๋‹ซ์Šต๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค
์ด ๋ฒ„์ „์˜ vtk๋ฅผ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ๋‚ด PC(win10 py3.6)์—์„œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
conda install -c viscid-hub vtk

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๋งŒ๋‚˜๊ณ  ๋‹น์‹ ์˜ ๋ช…๋ น์„ ์‚ฌ์šฉํ•˜์—ฌ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ฐ์‚ฌ ํ•ด์š”! ๊ทธ๋Ÿฌ๋‚˜ ์–ด๋–ป๊ฒŒ ์ด ๋ช…๋ น์„ ์–ป์Šต๋‹ˆ๊นŒ?

์•ˆ๋…•ํ•˜์„ธ์š”, ์ด ๋ฌธ์ œ๋Š” ์•„์ง ์ง„ํ–‰ ์ค‘์ž…๋‹ˆ๋‹ค.
conda install -c viscid-hub vtk๋กœ ํ•ด๊ฒฐํ•ฉ๋‹ˆ๋‹ค.
๊ทธ๋Ÿฌ๋‚˜ ๋ชจ๋“  ์—…๋ฐ์ดํŠธ์— ๋Œ€ํ•ด conda๋Š” vtk๋ฅผ ์—…๋ฐ์ดํŠธํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ž˜์„œ ๋˜ ๋Š์Šต๋‹ˆ๋‹ค.
๊ณ ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์•ˆ๋…•,
๋‚˜๋Š” ๋˜ํ•œ์ด ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. conda์™€ conda-forge๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ win64 ๋ฒ„์ „์ธ mayavi์™€ vtk๋ฅผ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.
๋‚˜๋Š” viscid-hub ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•์„ ์‚ฌ์šฉํ•˜์ง€๋งŒ ์œ„์—์„œ ๋งํ–ˆ๋“ฏ์ด ๊ทธ๋‹ค์ง€ ํŽธ๋ฆฌํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๋ฅผ ๋‹ค์‹œ ๊ณ ๋ คํ•ด ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ์‚ฌ๋žŒ์ด ๋ฌธ์ œ๊ฐ€ ์žˆ์„ ๋•Œ ์„ค์น˜๋œ vtk ๋ฒ„์ „์„ ๋ณด๊ณ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์ ์–ด๋„ 1~2์ฃผ ๋™์•ˆ ์ด๊ฒƒ์„ ๋ณผ ์‹œ๊ฐ„์ด ์—†์ง€๋งŒ ๋ฌธ์ œ๋ฅผ ์žฌํ˜„ํ•œ ๋‹ค์Œ ์—ฌ๊ธฐ์— conda list ์˜ ์ถœ๋ ฅ์„ ๋ถ™์—ฌ๋„ฃ์„ ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค...

๋‹ค์Œ์€ ๋ฌธ์ œ๋ฅผ ํ‘œ์‹œํ•˜๊ณ  ๋‹ค์Œ์„ ์‚ฌ์šฉํ•˜์—ฌ ๋งŒ๋“  ํ…Œ์ŠคํŠธ ํ™˜๊ฒฝ์˜ ์ถœ๋ ฅ์ž…๋‹ˆ๋‹ค.

conda install python=3.6.5
conda install -c conda-forge mayavi

์ฝ˜๋‹ค ๋ชฉ๋ก

(maya) ฮป conda list
# packages in environment at C:\Python\Anaconda64\envs\maya:
#
# Name                    Version                   Build  Channel
apptools                  4.4.0                    py36_2    conda-forge
blas                      1.0                         mkl
ca-certificates           2018.10.15           ha4d7672_0    conda-forge
certifi                   2018.10.15            py36_1000    conda-forge
configobj                 5.0.6                      py_0    conda-forge
envisage                  4.7.0                      py_0    conda-forge
expat                     2.2.5                    vc14_0  [vc14]  conda-forge
freetype                  2.8.1                    vc14_0  [vc14]  conda-forge
future                    0.16.0                py36_1002    conda-forge
icc_rt                    2017.0.4             h97af966_0
icu                       58.2                     vc14_0  [vc14]  conda-forge
intel-openmp              2019.0                      118
jpeg                      9b                       vc14_2  [vc14]  conda-forge
libflang                  5.0.0             vc14_20180208  [vc14]  conda-forge
libiconv                  1.14                     vc14_4  [vc14]  conda-forge
libpng                    1.6.34                   vc14_0  [vc14]  conda-forge
libtiff                   4.0.9                    vc14_0  [vc14]  conda-forge
libxml2                   2.9.5                    vc14_1  [vc14]  conda-forge
llvm-meta                 5.0.0                         0    conda-forge
mayavi                    4.6.2            py36h2913537_1    conda-forge
mkl                       2019.0                      118
mkl_fft                   1.0.6                    py36_0    conda-forge
mkl_random                1.0.1                    py36_0    conda-forge
numpy                     1.15.2           py36ha559c80_0
numpy-base                1.15.2           py36h8128ebf_0
openmp                    5.0.0                    vc14_1  [vc14]  conda-forge
openssl                   1.0.2o                   vc14_0  [vc14]  conda-forge
pip                       10.0.1                   py36_0
pyface                    6.0.0                      py_1    conda-forge
pygments                  2.2.0                      py_1    conda-forge
pyqt                      5.6.0            py36h764d66f_7    conda-forge
python                    3.6.5                h0c2934d_0
qt                        5.6.2                    vc14_1  [vc14]  conda-forge
setuptools                40.4.3                   py36_0
sip                       4.18.1           py36h6538335_0    conda-forge
six                       1.11.0                py36_1001    conda-forge
tbb                       2018_20171205            vc14_0  [vc14]  conda-forge
traits                    4.6.0           py36hfa6e2cd_1002    conda-forge
traitsui                  6.0.0                      py_1    conda-forge
vc                        14                            0    conda-forge
vs2015_runtime            14.15.26706          h3a45250_0
vtk                       8.1.0           py36_vc14h3f2a929_203  [vc14]  conda-forge
wheel                     0.32.1                   py36_0
wincertstore              0.2              py36h7fe50ca_0
zlib                      1.2.11                   vc14_0  [vc14]  conda-forge

๋ฌธ์ œ

(maya) ฮป python
Python 3.6.5 |Anaconda, Inc.| (default, Mar 29 2018, 13:32:41) [MSC v.1900 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import vtk
>>> import mayavi
>>> from mayavi import mlab
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\mayavi\mlab.py", line 16, in <module>
    from mayavi.tools.camera import view, roll, yaw, pitch, move
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\mayavi\tools\camera.py", line 24, in <module>
    from .engine_manager import get_engine
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\mayavi\tools\engine_manager.py", line 14, in <module>
    from mayavi.core.engine import Engine
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\mayavi\core\engine.py", line 34, in <module>
    from mayavi.core.ui.mayavi_scene import viewer_factory
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\mayavi\core\ui\mayavi_scene.py", line 12, in <module>
    from tvtk.tools.ivtk import IVTK
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\tvtk\tools\ivtk.py", line 35, in <module>
    from tvtk.pyface.api import Scene, DecoratedScene
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\tvtk\pyface\api.py", line 1, in <module>
    from .decorated_scene import DecoratedScene
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\tvtk\pyface\decorated_scene.py", line 12, in <module>
    from tvtk.pyface.toolkit import toolkit_object
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\tvtk\pyface\toolkit.py", line 3, in <module>
    toolkit = toolkit_object = find_toolkit('tvtk.toolkits')
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\pyface\base_toolkit.py", line 263, in find_toolkit
    return import_toolkit(ETSConfig.toolkit, entry_point)
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\pyface\base_toolkit.py", line 217, in import_toolkit
    toolkit_object = plugin.load()
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\pkg_resources\__init__.py", line 2331, in load
    self.require(*args, **kwargs)
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\pkg_resources\__init__.py", line 2354, in require
    items = working_set.resolve(reqs, env, installer, extras=self.extras)
  File "C:\Python\Anaconda64\envs\maya\lib\site-packages\pkg_resources\__init__.py", line 781, in resolve
    raise DistributionNotFound(req, requirers)
pkg_resources.DistributionNotFound: The 'vtk' distribution was not found and is required by the application
>>>

์ด ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ์‚ฌ๋žŒ์ด ๋ฌธ์ œ๊ฐ€ ์žˆ์„ ๋•Œ ์„ค์น˜๋œ vtk ๋ฒ„์ „์„ ๋ณด๊ณ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์ ์–ด๋„ 1~2์ฃผ ๋™์•ˆ ์ด๊ฒƒ์„ ๋ณผ ์‹œ๊ฐ„์ด ์—†์ง€๋งŒ ๋ฌธ์ œ๋ฅผ ์žฌํ˜„ํ•œ ๋‹ค์Œ ์—ฌ๊ธฐ์— conda list ์˜ ์ถœ๋ ฅ์„ ๋ถ™์—ฌ๋„ฃ์„ ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค...

๋ฒ„์ „: anaconda3-5.0.1
์‹œ์Šคํ…œ: ๋งฅOS

from mayavi import mlab ๋•Œ๋„ ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๋งŒ๋‚˜์‹ญ์‹œ์˜ค.

Traceback (most recent call last):
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2963, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)
  File "<ipython-input-57-67847bc6bfd0>", line 1, in <module>
    from mayavi import mlab
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/mayavi/mlab.py", line 16, in <module>
    from mayavi.tools.camera import view, roll, yaw, pitch, move
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/mayavi/tools/camera.py", line 24, in <module>
    from .engine_manager import get_engine
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/mayavi/tools/engine_manager.py", line 12, in <module>
    from mayavi.preferences.api import preference_manager
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/mayavi/preferences/api.py", line 4, in <module>
    from .preference_manager import preference_manager
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/mayavi/preferences/preference_manager.py", line 29, in <module>
    from traitsui.api import View, Group, Item
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/api.py", line 36, in <module>
    from .editors.api import ArrayEditor
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/editors/__init__.py", line 23, in <module>
    from .api import ArrayEditor
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/editors/api.py", line 24, in <module>
    from .code_editor import CodeEditor
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/editors/code_editor.py", line 37, in <module>
    class ToolkitEditorFactory(EditorFactory):
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/editors/code_editor.py", line 49, in ToolkitEditorFactory
    mark_color = Color(0xECE9D8)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traits/traits.py", line 522, in __call__
    return self.maker_function( *args, **metadata )
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traits/traits.py", line 1236, in Color
    return ColorTrait( *args, **metadata )
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/toolkit_traits.py", line 8, in ColorTrait
    return toolkit().color_trait(*args, **traits)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/traitsui/toolkit.py", line 109, in toolkit
    _toolkit = find_toolkit('traitsui.toolkits')
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/pyface/base_toolkit.py", line 281, in find_toolkit
    return import_toolkit('null', entry_point)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/pyface/base_toolkit.py", line 209, in import_toolkit
    raise RuntimeError(msg)
RuntimeError: No traitsui.toolkits plugin found for toolkit null

VTK์™€ Mayavi๋ฅผ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

conda install -c conda-forge vtk
conda install -c conda-forge mayavi

์ฝ˜๋‹ค ๋ชฉ๋ก

# packages in environment at /Users/user/.pyenv/versions/anaconda3-5.0.1:
#
# Name                    Version                   Build  Channel
_ipyw_jlab_nb_ext_conf    0.1.0            py35h0f4cdc0_0
alabaster                 0.7.10           py35hb692fe1_0
anaconda                  custom           py35hd7b5ba2_0
anaconda-client           1.6.14                   py35_0
anaconda-navigator        1.8.7                    py35_0
anaconda-project          0.8.2            py35ha24014a_0
appnope                   0.1.0            py35hd172556_0
appscript                 1.0.1            py35hdfff33c_1
apptools                  4.4.0                    py35_2    conda-forge
asn1crypto                0.24.0                   py35_0
astroid                   1.6.5                    py35_0
astropy                   3.0.3            py35h1de35cc_2
atomicwrites              1.1.5                    py35_0
attrs                     18.1.0                   py35_0
babel                     2.6.0                    py35_0
backcall                  0.1.0                    py35_0
backports                 1.0              py35h2556c16_1
backports.shutil_get_terminal_size 1.0.0            py35h40fcb1f_2
beautifulsoup4            4.6.0            py35hb75f182_1
bitarray                  0.8.2            py35h1de35cc_0
bkcharts                  0.2              py35h18a45e2_0
blas                      1.0                         mkl
blaze                     0.11.3           py35h385aa17_0
bleach                    2.1.3                    py35_0
blosc                     1.14.3               hd9629dc_0
bokeh                     0.12.16                  py35_0
boto                      2.48.0           py35h10f7326_1
bottleneck                1.2.1            py35h969083f_0
bzip2                     1.0.6                h1de35cc_5
ca-certificates           2018.10.15           ha4d7672_0    conda-forge
cairo                     1.14.12              he60d9cb_2
certifi                   2018.8.24             py35_1001    conda-forge
cffi                      1.11.5           py35h342bebf_0
chardet                   3.0.4            py35h16a84c2_1
click                     6.7              py35hcc65ea6_0
cloudpickle               0.5.3                    py35_0
clyent                    1.2.2            py35h63ae3d7_0
colorama                  0.3.9            py35h1d66b2b_0
conda                     4.5.11                   py35_0    conda-forge
conda-build               3.10.9                   py35_0
conda-env                 2.6.0                h36134e3_0
conda-verify              2.0.0            py35h2ddbee6_0
configobj                 5.0.6                      py_0    conda-forge
contextlib2               0.5.5            py35hc2c67b4_0
coverage                  4.5.1                     <pip>
cryptography              2.2.2            py35h1de35cc_0
curl                      7.60.0               ha441bb4_0
cycler                    0.10.0           py35hb89929e_0
Cython                    0.23                      <pip>
Cython                    0.28.2                    <pip>
cython                    0.28.3           py35h1de35cc_0
cytoolz                   0.9.0.1          py35h1de35cc_0
dask                      0.18.0                   py35_0
dask-core                 0.18.0                   py35_0
datashape                 0.5.4            py35hd065018_0
dbus                      1.13.2               h760590f_1
decorator                 4.3.0                    py35_0
dill                      0.2.8.2                  py35_0    anaconda
distributed               1.22.0                   py35_0
docutils                  0.14             py35hb13dbd9_0
entrypoints               0.2.3            py35h837ec6f_2
envisage                  4.7.0                      py_0    conda-forge
et_xmlfile                1.0.1            py35h40eb147_0
expat                     2.2.5                hb8e80ba_0
fastcache                 1.0.2            py35h1de35cc_2
ffmpeg                    4.0                  hc84425e_0
filelock                  3.0.4                    py35_0
flask                     1.0.2                    py35_1
flask-cors                3.0.4                    py35_0
fontconfig                2.12.6               h9850fc5_0
freetype                  2.8                  h12048fb_1
future                    0.16.0                    <pip>
future                    0.16.0                   py35_2    anaconda
get_terminal_size         1.0.0                h7520d66_0
gettext                   0.19.8.1             h15daf44_3
gevent                    1.3.2.post0      py35h1de35cc_0
giflib                    5.1.4                h1035379_1
glib                      2.56.1               h35bc53a_0
glob2                     0.6              py35hdef87b6_0
gmp                       6.1.2                hb37e062_1
gmpy2                     2.0.8            py35h212fb8a_2
graphite2                 1.3.11               h2098e52_2
greenlet                  0.4.13           py35h1de35cc_0
h2o                       3.20.0.7                 py35_0    h2oai
h2o-py                    3.18.0.2                 py35_0
h5py                      2.8.0            py35hd30518d_0    anaconda
harfbuzz                  1.7.6                h171471c_1
hdf5                      1.8.18               h017327d_1    anaconda
heapdict                  1.0.0                    py35_2
html5lib                  1.0.1            py35h2f9c1c0_0
icu                       58.2                 h4b95b61_1
idna                      2.6              py35h01aacb0_1
imageio                   2.3.0                    py35_0
imagesize                 1.0.0                    py35_0
intel-openmp              2018.0.3                      0
ipykernel                 4.8.2                    py35_0
ipython                   6.4.0                    py35_0
ipython_genutils          0.2.0            py35hf129286_0
ipywidgets                7.2.1                    py35_0
isort                     4.3.4                    py35_0
itsdangerous              0.24             py35hfbd69cd_1
jasper                    2.0.14               h636a363_1
jbig                      2.1                  h4d881f8_0
jdcal                     1.4                      py35_0
jedi                      0.12.0                   py35_1
jinja2                    2.10             py35h6ff70ae_0
jpeg                      9b                   he5867d9_2
jsoncpp                   1.8.4                h04f5b5a_0    anaconda
jsonschema                2.6.0            py35h2dd9e4b_0
jupyter                   1.0.0                    py35_4
jupyter_client            5.2.3                    py35_0
jupyter_console           5.2.0            py35hd2aa692_1
jupyter_core              4.4.0            py35h4ad9194_0
jupyterlab                0.32.1                   py35_0
jupyterlab_launcher       0.10.5                   py35_0
Kivy-Garden               0.1.4                     <pip>
kiwisolver                1.0.1            py35h219a9d8_0
lazy-object-proxy         1.3.1            py35h7293e74_0
libcurl                   7.60.0               hf30b1f0_0
libcxx                    4.0.1                h579ed51_0
libcxxabi                 4.0.1                hebd6815_0
libedit                   3.1.20170329         hb402a30_2
libffi                    3.2.1                h475c297_4
libgfortran               3.0.1                h93005f0_2
libiconv                  1.15                 hdd342a3_7
libopenblas               0.2.20               hdc02c5d_7
libopencv                 3.4.1                he076b03_1    anaconda
libopus                   1.2.1                h169cedb_0
libpng                    1.6.34               he12f830_0
libprotobuf               3.5.2                h2cd40f5_0
libsodium                 1.0.16               h3efe00b_0
libssh2                   1.8.0                h322a93b_4
libtiff                   4.0.9                hcb84e12_1
libvpx                    1.7.0                h378b8a2_0
libwebp                   0.5.2                         7    conda-forge
libxml2                   2.9.8                hab757c2_1
libxslt                   1.1.32               hb819dd2_0
llvmlite                  0.23.1           py35hc454e04_0
locket                    0.2.0            py35h58cf053_1
lxml                      4.2.1            py35h7166777_0
lzo                       2.10                 h362108e_2
markupsafe                1.0              py35h9ba0a7f_1
matplotlib                2.2.2            py35ha7267d0_0
mayavi                    4.6.2            py35h18b3941_1    conda-forge
mccabe                    0.6.1            py35h3f6a9a1_0
mistune                   0.8.3            py35h1de35cc_1
mkl                       2018.0.3                      1
mkl-service               1.1.2            py35h6a6947a_4
mkl_fft                   1.0.1            py35h917ab60_0
mkl_random                1.0.1            py35h78cc56f_0
more-itertools            4.2.0                    py35_0
mpc                       1.0.3                h7a72875_5
mpfr                      3.1.5                h711e7fd_2
mpmath                    1.0.0            py35he743aed_2
msgpack                   0.5.6                     <pip>
msgpack-python            0.5.6            py35h04f5b5a_0
multipledispatch          0.5.0                    py35_0
navigator-updater         0.2.1                    py35_0
nbconvert                 5.3.1            py35h63fb950_0
nbformat                  4.4.0            py35h41c2038_0
ncurses                   6.1                  h0a44026_0
networkx                  2.1                      py35_0
nltk                      3.3.0                    py35_0
nose                      1.3.7            py35h9ce1e3a_2
notebook                  5.5.0                    py35_0
numba                     0.38.0           py35h1702cab_0
numexpr                   2.6.5            py35h057f876_0
numpy                     1.13.3           py35ha9ae307_4    anaconda
numpy-base                1.14.5           py35ha9ae307_0
numpydoc                  0.8.0                    py35_0
odo                       0.5.1            py35h7f7a387_0
olefile                   0.45.1                   py35_0
openblas                  0.2.20                        4
openblas-devel            0.2.20                        7
opencv                    3.4.1            py35h40b0b35_2    anaconda
openjdk                   8.0.152              h393ad39_1
openpyxl                  2.5.4                    py35_0
openssl                   1.0.2p               h470a237_1    conda-forge
packaging                 17.1                     py35_0
pandas                    0.23.1           py35h1702cab_0
pandastable               0.9.0                     <pip>
pandastable               0.7.1                    py35_0    dmnfarrell
pandoc                    1.19.2.1             ha5e8f32_1
pandocfilters             1.4.2            py35hff87490_1
parso                     0.2.1                    py35_0
partd                     0.3.8            py35h6fadee7_0
path.py                   11.0.1                   py35_0
pathlib2                  2.3.2                    py35_0
patsy                     0.5.0                    py35_0
pcre                      8.42                 h378b8a2_0
pep8                      1.7.1                    py35_0
pexpect                   4.6.0                    py35_0
pickleshare               0.7.4            py35h9517181_0
pillow                    5.1.0            py35hfcce615_0
pip                       10.0.1                   py35_0
pixman                    0.34.0               hca0a616_3
pkginfo                   1.4.2                    py35_1
pluggy                    0.6.0            py35hf57b818_0
ply                       3.11                     py35_0
prompt_toolkit            1.0.15           py35h93950c5_0
psutil                    5.4.6            py35h1de35cc_0
ptyprocess                0.5.2            py35hfc37984_0
py                        1.5.3                    py35_0
py-opencv                 3.4.1            py35ha6b5d2e_1    anaconda
pycodestyle               2.4.0                    py35_0
pycosat                   0.6.3            py35h745f8c1_0
pycparser                 2.18             py35hab820b0_1
pycrypto                  2.6.1            py35h1de35cc_8
pycurl                    7.43.0.2         py35hdbc3d79_0
pyface                    6.0.0                      py_1    conda-forge
pyflakes                  2.0.0                    py35_0
pygments                  2.2.0            py35h392a662_0
pylint                    1.9.2                    py35_0
pyodbc                    4.0.23           py35h0a44026_0
pyopengl                  3.1.1a1             np113py35_0    anaconda
pyopenssl                 18.0.0                   py35_0
pyparsing                 2.2.0            py35h31fab04_0
pyqt                      5.9.2            py35h11d3b92_0
pyqtgraph                 0.10.0                   py35_0    anaconda
pysocks                   1.6.8                    py35_0
pytables                  3.4.4            py35h4425412_0    anaconda
pytest                    3.6.1                    py35_0
pytest-arraydiff          0.2                      py35_0
pytest-astropy            0.4.0                    py35_0
pytest-doctestplus        0.1.3                    py35_0
pytest-openfiles          0.3.0                    py35_0
pytest-remotedata         0.3.0                    py35_0
python                    3.5.5                h0a44026_3
python-dateutil           2.7.3                    py35_0
python.app                2                py35he4d1c94_7
pytz                      2018.4                   py35_0
pywavelets                0.5.2            py35h9dc8fb8_0
pyyaml                    3.12             py35hf8cec8a_1
pyzmq                     17.0.0           py35h1de35cc_1
qt                        5.9.5                h02808f3_0
qtawesome                 0.4.4            py35h21e61ad_0
qtconsole                 4.3.1            py35hd6d667b_0
qtpy                      1.4.2                    py35_0
readline                  7.0                  hc1231fa_4
requests                  2.18.4           py35h0d65e6b_1
rope                      0.10.7           py35h27868a4_0
ruamel_yaml               0.15.37          py35h1de35cc_2
scikit-image              0.13.1           py35h1de35cc_1
scikit-learn              0.19.1           py35h2b554eb_0
scipy                     1.1.0            py35hcaad992_0
seaborn                   0.8.1            py35he0bbe96_0
send2trash                1.5.0                    py35_0
setuptools                39.2.0                   py35_0
simplegeneric             0.8.1                    py35_2
singledispatch            3.4.0.3          py35h0acf360_0
sip                       4.19.8           py35h0a44026_0
six                       1.11.0           py35h39a4c60_1
snappy                    1.1.7                he62c110_3
snowballstemmer           1.2.1            py35hbb7be01_0
sortedcollections         1.0.1                    py35_0
sortedcontainers          2.0.4                    py35_0
sphinx                    1.7.5                    py35_0
sphinxcontrib             1.0              py35h3eabf46_1
sphinxcontrib-websupport  1.1.0                    py35_1
spyder                    3.2.8                    py35_0
sqlalchemy                1.2.8            py35h1de35cc_0
sqlite                    3.23.1               hf1716c9_0
statsmodels               0.9.0            py35h917ab60_0
sympy                     1.1.1            py35he478fab_0
tabulate                  0.8.2                    py35_0    anaconda
tbb                       2019.1               h04f5b5a_0    anaconda
tblib                     1.3.2            py35h1b9c5fd_0
terminado                 0.8.1                    py35_1
testpath                  0.3.1            py35hf8009f4_0
tk                        8.6.7                h35a86e2_3
toolz                     0.9.0                    py35_0
tornado                   5.0.2                    py35_0
traitlets                 4.3.2            py35hd3d1486_0
traits                    4.6.0            py35h470a237_2    conda-forge
traitsui                  6.0.0                      py_1    conda-forge
typing                    3.6.4                    py35_0
unicodecsv                0.14.1           py35h2154ad0_0
unixodbc                  2.3.6                h3efe00b_0
urllib3                   1.22             py35he002d57_0
vtk                       8.1.0           py35he461554_202    conda-forge
wcwidth                   0.1.7            py35hdd0c235_0
webencodings              0.5.1            py35hcf8ebf9_1
werkzeug                  0.14.1                   py35_0
wheel                     0.31.1                   py35_0
widgetsnbextension        3.2.1                    py35_0
wrapt                     1.10.11          py35ha18cf31_0
x264                      20131218                      0    conda-forge
xlrd                      1.1.0            py35h892fcf7_1
xlsxwriter                1.0.5                    py35_0
xlwings                   0.11.8                   py35_0
xlwt                      1.2.0            py35hf70d7fa_0
xz                        5.2.4                h1de35cc_4
yaml                      0.1.7                hc338f04_2
zeromq                    4.2.5                h378b8a2_0
zict                      0.1.3            py35h1ae85d2_0
zlib                      1.2.11               hf3cbc9b_2

์ด ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ์‚ฌ๋žŒ์ด ๋ฌธ์ œ๊ฐ€ ์žˆ์„ ๋•Œ ์„ค์น˜๋œ vtk ๋ฒ„์ „์„ ๋ณด๊ณ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

์ ์–ด๋„ 1~2์ฃผ ๋™์•ˆ ์ด๊ฒƒ์„ ๋ณผ ์‹œ๊ฐ„์ด ์—†์ง€๋งŒ ๋ฌธ์ œ๋ฅผ ์žฌํ˜„ํ•œ ๋‹ค์Œ ์—ฌ๊ธฐ์— conda list ์˜ ์ถœ๋ ฅ์„ ๋ถ™์—ฌ๋„ฃ์„ ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค...

์ด์ œ import vtk ์—์„œ๋„ ์ด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Traceback (most recent call last):
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/vtk/vtkRenderingFreeType.py", line 5, in <module>
    from .vtkRenderingFreeTypePython import *
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
ImportError: dlopen(/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/vtk/vtkRenderingFreeTypePython.so, 2): Library not loaded: @rpath/libfreetype.6.dylib
  Referenced from: /Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/vtk/vtkRenderingFreeTypePython.so
  Reason: Incompatible library version: vtkRenderingFreeTypePython.so requires version 22.0.0 or later, but libfreetype.6.dylib provides version 21.0.0
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/IPython/core/interactiveshell.py", line 2963, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)
  File "<ipython-input-3-7c7f66f02cd3>", line 1, in <module>
    import vtk
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/vtk/__init__.py", line 26, in <module>
    from .vtkRenderingFreeType import *
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
  File "/Users/user/.pyenv/versions/anaconda3-5.0.1/python.app/Contents/lib/python3.5/site-packages/vtk/vtkRenderingFreeType.py", line 9, in <module>
    from vtkRenderingFreeTypePython import *
  File "/Applications/PyCharm.app/Contents/helpers/pydev/_pydev_bundle/pydev_import_hook.py", line 19, in do_import
    module = self._system_import(name, *args, **kwargs)
ImportError: No module named 'vtkRenderingFreeTypePython'

@ggyyhw -- ์ฒซ ๋ฒˆ์งธ ๋ฌธ์ œ๋Š” ์•„๋งˆ๋„ ํ™˜๊ฒฝ์— ETS_TOOLKIT=null ๊ฐ€ ์„ค์ •๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ผ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋‘ ๋ฒˆ์งธ๋Š” conda VTK ๋นŒ๋“œ ๋ฌธ์ œ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค. conda๋Š” ์ž์ฒด freetype์„ ์ œ๊ณตํ•˜๊ณ  vtk์—๋Š” ์ตœ์‹  ๋ฒ„์ „์ด ํ•„์š”ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. pip install vtk ๊ท€ํ•˜์—๊ฒŒ ํšจ๊ณผ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

@ggyyhw -- ์ฒซ ๋ฒˆ์งธ ๋ฌธ์ œ๋Š” ์•„๋งˆ๋„ ํ™˜๊ฒฝ์— ETS_TOOLKIT=null ๊ฐ€ ์„ค์ •๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ผ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋‘ ๋ฒˆ์งธ๋Š” conda VTK ๋นŒ๋“œ ๋ฌธ์ œ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค. conda๋Š” ์ž์ฒด freetype์„ ์ œ๊ณตํ•˜๊ณ  vtk์—๋Š” ์ตœ์‹  ๋ฒ„์ „์ด ํ•„์š”ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. pip install vtk ๊ท€ํ•˜์—๊ฒŒ ํšจ๊ณผ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

๊ฐ์‚ฌ ํ•ด์š”! ์ œ์•ˆํ•œ ๋Œ€๋กœ conda VTK ๋ฐ conda mayavi๋ฅผ ์ œ๊ฑฐํ•œ ๋‹ค์Œ(๋ชจ๋“  ๊ด€๋ จ ํด๋”๋„ ์ˆ˜๋™์œผ๋กœ ์‚ญ์ œ) pip install vtk ๋ฐ pip install mayavi ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ด์ œ ์„ฑ๊ณต์ ์œผ๋กœ import vtk ๋ฐ from mayavi import mlab ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

`
Mayavi ๊ฐ€์ ธ์˜ค๊ธฐ mlab์—์„œ
Mayavi์šฉ Qt4๋กœ ๋ฐฑ์—”๋“œ ๋ณ€๊ฒฝ
์—ญ์ถ”์ (๊ฐ€์žฅ ์ตœ๊ทผ ํ˜ธ์ถœ ๋งˆ์ง€๋ง‰):

ํŒŒ์ผ "", 1ํ–‰, ์—์„œ
Mayavi ๊ฐ€์ ธ์˜ค๊ธฐ mlab์—์„œ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesmayavimlab.py", 16ํ–‰,
mayavi.tools.camera์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ ๋ณด๊ธฐ, ๋กค, ์š”, ํ”ผ์น˜, ์ด๋™

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesmayavitoolscamera.py", 24ํ–‰,
.engine_manager์—์„œ get_engine ๊ฐ€์ ธ์˜ค๊ธฐ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesmayavitoolsengine_manager.py", 14ํ–‰,
mayavi.core.engine ๊ฐ€์ ธ์˜ค๊ธฐ ์—”์ง„์—์„œ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesmayavicoreengine.py", 34ํ–‰,
mayavi.core.ui.mayavi_scene ๊ฐ€์ ธ์˜ค๊ธฐ viewer_factory์—์„œ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesmayavicoreuimayavi_scene.py", 12ํ–‰,
tvtk.tools.ivtk์—์„œ IVTK ๊ฐ€์ ธ์˜ค๊ธฐ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagestvtktoolsivtk.py", 35ํ–‰,
tvtk.pyface.api์—์„œ ์žฅ๋ฉด ๊ฐ€์ ธ์˜ค๊ธฐ, DecoratedScene

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagestvtkpyfaceapi.py", ๋ผ์ธ 1,
.decorated_scene ๊ฐ€์ ธ์˜ค๊ธฐ DecoratedScene์—์„œ

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagestvtkpyfacedecorated_scene.py", 12ํ–‰,
tvtk.pyface.toolkit์—์„œ ๊ฐ€์ ธ์˜ค๊ธฐ toolkit_object

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagestvtkpyfacetoolkit.py", 3ํ–‰,
ํˆดํ‚ท = toolkit_object = find_toolkit('tvtk.toolkits')

find_toolkit์˜ ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagespyfacebase_toolkit.py", 263ํ–‰
import_toolkit(ETSConfig.toolkit, entry_point) ๋ฐ˜ํ™˜

import_toolkit์˜ ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagespyfacebase_toolkit.py", 217ํ–‰
toolkit_object = plugin.load()

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesspkg_resources__init__.py", 2323ํ–‰ ๋กœ๋“œ ์ค‘
self.require( ์ธ์ˆ˜, * kwargs)

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesspkg_resources__init__.py", ๋ผ์ธ 2346, ํ•„์š”
ํ•ญ๋ชฉ = working_set.resolve(reqs, ํ™˜๊ฒฝ, ์„ค์น˜ ํ”„๋กœ๊ทธ๋žจ, extras=self.extras)

ํŒŒ์ผ "C:ProgramDataAnaconda3libsite-packagesspkg_resources__init__.py", 778ํ–‰, ํ•ด๊ฒฐ
DistributionNotFound(req, ์š”๊ตฌ์ž) ์˜ฌ๋ฆฌ๊ธฐ

DistributionNotFound: 'vtk' ๋ฐฐํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์œผ๋ฉฐ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
`

`

C:ProgramDataAnaconda3 ํ™˜๊ฒฝ์˜ ํŒจํ‚ค์ง€:

#

์ด๋ฆ„ ๋ฒ„์ „ ๋นŒ๋“œ ์ฑ„๋„

_ipyw_jlab_nb_ext_conf 0.1.0 py36he6757f0_0
_r-๋ฎคํ…์Šค 1.0.0 mro_2
absl-py 0.1.10 py_0 ์ฝ˜๋‹ค ํฌ์ง€
aenum 2.1.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์•„ํ•€ 2.2.0 py_0 ์ฝ˜๋‹ค ํฌ์ง€
์„คํ™” ์„๊ณ  0.7.10 py36_1 ์ฝ˜๋‹ค ํฌ์ง€
์•„๋‚˜์ฝ˜๋‹ค ์‚ฌ์šฉ์ž ์ •์˜ py36h363777c_0
์•„๋‚˜์ฝ˜๋‹ค ํด๋ผ์ด์–ธํŠธ 1.6.14 py_0 ์ฝ˜๋‹ค ํฌ์ง€
์•„๋‚˜์ฝ˜๋‹ค ๋‚ด๋น„๊ฒŒ์ดํ„ฐ 1.9.2 py36_0
์•„๋‚˜์ฝ˜๋‹ค ํ”„๋กœ์ ํŠธ 0.8.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
appdirs 1.4.3 py_0 conda-forge
apptools 4.4.0 py36_0 conda-forge
asn1crypto 0.24.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
astor 0.6.2 py_0 ์ฝ˜๋‹ค ํฌ์ง€
์•„์ŠคํŠธ๋กœ์ด๋“œ 1.6.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์•„์ŠคํŠธ๋กœํ”ผ 3.0.1 py36_1 ์ฝ˜๋‹ค ํฌ์ง€
attrs 17.4.0 py_0 conda-forge
์ž๋™ 0.7.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
babel 2.5.3 py36_0 conda-forge
๋ฐฑ์ฝœ 0.1.0 py_0 conda-forge
๋ฐฑํฌํŠธ 1.0 py36_1 conda-forge
backports.functools_lru_cache 1.5 py36_0 conda-forge
backports.shutil_get_terminal_size 1.0.0 py_3 conda-forge
backports.weakref 1.0rc1 py36_1 conda-forge
๋ฒ ์ด์Šค๋งต 1.1.0 py36h157f2ec_5 ์ฝ˜๋‹ค ํฌ์ง€
๋ฒ ์ด์Šค๋งต 1.1.0
basemap-data-hires 1.2.0 0 conda-forge
beautifulsoup4 4.6.0 py36_0 conda-forge
bitarray 0.8.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
bkcharts 0.2 py36_0 conda-forge
๋ธ”๋ผ์Šค 1.0mkl
๋ธ”๋ ˆ์ด์ฆˆ 0.11.3 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
ํ‘œ๋ฐฑ์ œ 1.5.0 py36_0 conda-forge
๊นœ๋ฐ•์ด 1.4 py_0 conda-forge
๋ณด์ผ€ 0.12.15 py36_0 conda-forge
๋ถ€์ŠคํŠธ 1.66.0 py36_vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
๋ถ€์ŠคํŠธ-cpp 1.66.0 vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
๋ณดํ†  2.48.0 py36h1a776d2_1
boto3 1.6.21 py_0 ์ฝ˜๋‹ค ํฌ์ง€
botocore 1.9.21 py_0 ์ฝ˜๋‹ค ํฌ์ง€
๋ณ‘๋ชฉ ํ˜„์ƒ 1.2.1 py36_1 conda-forge
๋ธŒ๋คผํ—ค 0.3.3
bz2file 0.98 py36_0
bzip2 1.0.6 vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
ca-์ธ์ฆ์„œ 2018.8.24 ha4d7672_0 conda-forge
cachecontrol 0.12.4 py_0 conda-forge
์บ์‹œ ๋„๊ตฌ 2.0.1 py_0 conda-forge
์ธ์ฆ์„œ 2018.8.24 py36_1001 conda-forge
cffi 1.11.5 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
cgal 4.12 py36_vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
chardet 3.0.4 py36_0 conda-forge
6.7 py_1 conda-forge๋ฅผ ํด๋ฆญํ•˜์‹ญ์‹œ์˜ค.
ํด๋ฆญ ํ”Œ๋Ÿฌ๊ทธ์ธ 1.0.3 py36_0 conda-forge
cligj 0.4.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
cloudpickle 0.5.2 py_0 conda-forge
ํด๋ผ์ด์–ธํŠธ 1.2.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
colorama 0.3.9 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
comtypes 1.1.4 py36_0 conda-forge
์ฝ˜๋‹ค 4.5.11 py36_1000 ์ฝ˜๋‹ค ํฌ์ง€
์ฝ˜๋‹ค ๋นŒ๋“œ 3.8.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
conda-env 2.6.0 0 conda-forge
conda-verify 2.0.0 py36_0 conda-forge
configobj 5.0.6 py36_0
configobj 5.0.6
console_shortcut 0.1.1 h6bb2dd7_3
์ง€์†์ ์œผ๋กœ 15.1.0 py_0 conda-forge
contextlib2 0.5.5 py36_1 ์ฝ˜๋‹ค ํฌ์ง€
์•”ํ˜ธํ™” 2.2.1 py36_0 conda-forge
์ฟ ๋‹คํˆดํ‚ท 8.0 3
cudnn 6.0 0
์ปฌ 7.59.0 vc14_0 [vc14] conda-forge
์‚ฌ์ดํด๋Ÿฌ 0.10.0 py36_0 conda-forge
์‚ฌ์ด์ฌ 0.28.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
cytoolz 0.9.0.1 py36_0 conda-forge
dask 0.17.2 py_0 ์ฝ˜๋‹ค ํฌ์ง€
dask-core 0.17.2 py_0 conda-forge
๋ฐ์ดํ„ฐ ์…ฐ์ดํ”„ 0.5.4 py36_0 conda-forge
dbf 0.97.2 py_0 ์ฝ˜๋‹ค ํฌ์ง€
dbfread 2.0.7 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
๋ฐ์ฝ”๋ ˆ์ดํ„ฐ 4.2.1 py36_0 conda-forge
๋ฐ์นด๋ฅดํŠธ 1.1.0 py_1 conda-forge
๋”œ 0.2.7.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
distlib 0.2.6 py36_0
๋ถ„์‚ฐ 1.21.5 py36_0 conda-forge
docrep 0.2.2 py36_0 conda-forge
docutils 0.14 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์ง„์ž…์  0.2.3 py36_1 conda-forge
4.5.1 py36_0 conda-forge ์ƒ์ƒ
et_xmlfile 1.0.1 py36_0 conda-forge
๊ตญ์™ธ ๊ฑฐ์ฃผ์ž 2.2.5 vc14_0 [vc14] conda-forge
๋น ๋ฅธ ํžˆ์Šคํ† ๊ทธ๋žจ 0.3 py36_0 conda-forge
fastcache 1.0.2 py36_0 conda-forge
ํŒจ์Šค๋„ˆ 0.14.1 py36_2 conda-forge
ffmpeg 4.0.2 h8fefcd1_0 ์ฝ˜๋‹ค ํฌ์ง€
ํŒŒ์ผ ์ž ๊ธˆ 3.0.4 py36_0 conda-forge
ํ”ผ์˜ค๋‚˜ 1.7.11 py36_3 ์ฝ˜๋‹ค ํฌ์ง€
ํ”Œ๋ผ์Šคํฌ 0.12.2 py36_0 conda-forge
flask-cors 3.0.3 py36_0 conda-forge
ํ”Œ๋กœํ”ผ 3.2.9
font-ttf-dejavu-sans-mono 2.37 h6964260_0
font-ttf-inconsolata 2.001 hcb22688_0
font-ttf-source-code-pro 2.030 h7457263_0
font-ttf-ubuntu 0.83 h8b1ccd4_0
๊ธ€๊ผด-์•„๋‚˜์ฝ˜๋‹ค 1 h8fa9717_0
์ž์œ ํ˜• 2.8.1 vc14_0 [vc14] conda-forge
freexl 1.0.2 vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
funcargparse 0.2.0 py36_0 conda-forge
๋ฏธ๋ž˜ 0.16.0 py36_0 conda-forge
๊ฐ€์Šค 0.2.0 py36_0
gdal 2.2.4 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
gensim 3.4.0 py36_vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
Geos 3.6.2 vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
์ง€๋ฆฌ ํ†ต๊ณ„ ๋ชจ๋ธ 0.1
์ง€์˜คํ‹ฐํ”„ 1.4.2 vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
get_terminal_size 1.0.0 h38e98db_0
gevent 1.3a1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
glob2 0.5 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
๊ธ€๋ฃจ ์ฝ”์–ด 0.13.3 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
๊ธ€๋ฃจ-๋น„์Šคํ”ผ-๋ทฐ์–ด 0.10 py36_0 conda-forge
๊ธ€๋ฃจ๋น„์ฆˆ 0.13.3 0 ์ฝ˜๋‹ค ํฌ์ง€
google-api-core 1.1.0 py_0 conda-forge
google-api-python-client 1.6.6 py_0 conda-forge
google-auth 1.4.1 py_0 conda-forge
googleapis-common-protos 1.5.3 py36_0 conda-forge
googlemaps 2.5.1 py_0 ์ฝ˜๋‹ค ํฌ์ง€
๊ทธ๋ฆฐ๋ › 0.4.13 py36_0 conda-forge
grpcio 1.11.0 py36he025d50_0
h5netcdf 0.5.0 py_0 ์ฝ˜๋‹ค ํฌ์ง€
h5py 2.7.1 py36_2 ์ฝ˜๋‹ค ํฌ์ง€
hdf4 4.2.13 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
hdf5 1.10.1 vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
heapdict 1.0.0 py36_0 conda-forge
html5lib 0.9999999 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
httplib2 0.11.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
ํ•˜์ดํผ๋งํฌ 17.3.1 py_0 conda-forge
icc_rt 2017.0.4 h97af966_0
icu 58.2 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
idna 2.6 py36_1 ์ฝ˜๋‹ค ํฌ์ง€
imageio 2.3.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์ด๋ฏธ์ง€ ํฌ๊ธฐ 1.0.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์ฆ๋ถ„ 17.5.0 py_0 conda-forge
์ธํ…”-openmp 2018.0.0 8
ipykernel 4.8.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
ipyleaflet 0.9.0 py36_1 conda-forge
ipython 6.4.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
ipython_genutils 0.2.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
ipyvolume 0.4.6 py_1 conda-forge
ipywebrtc 0.4.0 py_0 ์ฝ˜๋‹ค ํฌ์ง€
ipywidgets 7.2.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
isort 4.3.4 py36_0 conda-forge
์œ„ํ—˜ํ•œ 0.24 py_2 conda-forge
jdcal 1.3 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
์ œ๋‹ค์ด 0.11.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
jinja2 2.10 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
jmespath 0.9.3 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
joblib 0.11 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
jpeg 9b vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
jsoncpp 1.8.1 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
jsonschema 2.6.0 py36_1 conda-forge
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libpng 1.6.34 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
libpq 9.6.3 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
libprotobuf 3.6.0 h1a1b453_0 conda-forge
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r-๊ธ€๋ฃจ 1.2.0 r3.4.1_0 conda-forge
r-gower 0.1.2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-gstat 1.1_5 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-gtable 0.2.0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-haven 1.1.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-hexbin 1.27.2 r3.4.1_0 conda-forge
r-highr 0.6 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-hms 0.4.0 mro343h889e2dd_0
r-html๋„๊ตฌ 0.3.6 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-html์œ„์ ฏ 1.0 r3.4.1_0 conda-forge
r-httpuv 1.3.6.2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-httr 1.3.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-๊ฐ„๊ฒฉ 0.15.1 r3.4.1_0 conda-forge
r-ipred 0.9_6 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-irdisplay 0.4.4 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-irkernel 0.8.11 r3.4.1_0 conda-forge
r-๋ฐ˜๋ณต์ž 1.0.9 r3.4.1_0 conda-forge
r-jsonlite 1.5 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-kernlab 0.9_25 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-kernsmooth 2.23_15 r3.4.1_0 conda-forge
r-knitr 1.20 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-๋ผ๋ฒจ๋ง 0.3 r3.4.1_0 conda-forge
r-๊ฒฉ์ž 0.20_35 mro343_0
r-์šฉ์•” 1.6.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-lazyeval 0.2.1 r3.4.1_0 conda-forge
r-lubridate 1.7.4 r3.4.1_0 conda-forge
r-magic 1.5_6 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-magrittr 1.5 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-maps 3.3.0 r3.4.1_0 conda-forge
r-markdown 0.8 r3.4.1_1 ์ฝ˜๋‹ค ํฌ์ง€
r-์งˆ๋Ÿ‰ 7.3_47 mro343_0
r-๋งคํŠธ๋ฆญ์Šค 1.2_12 r3.4.1_0 conda-forge
r-memoise 1.1.0 r3.4.1_0 conda-forge
r-mgcv 1.8_22 mro343_0
r-microsoftr 3.4.3.0097 mro343_0
r-mime 0.5 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-miniui 0.1.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-mnormt 1.5_5 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-modelmetrics 1.1.0 r3.4.1_0 conda-forge
r-modelr 0.1.1 r3.4.1_0 conda-forge
r-๋ชฝ๊ณจ๋ผ์ดํŠธ 1.4 mro343h889e2dd_0
r-munsell 0.4.3 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-nlme 3.1_131 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-nnet 7.3_12 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-numderiv 2016.8_1 r3.4.1_0 conda-forge
r-odbc 1.1.3 mro343h889e2dd_0
r-openssl 1.0.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-packrat 0.4.9 r3.4.1_0 conda-forge
r-pbdzmq 0.3_2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-ํ•„๋Ÿฌ 1.2.1 r3.4.1_0 conda-forge
r-pkgconfig 2.0.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-pki 0.1_3 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-plogr 0.1_1 r3.4.1_0 conda-forge
r-plyr 1.8.4 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-png 0.1_7 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-prettyunits 1.0.2 r3.4.1_0 conda-forge
r-prodlim 1.6.1 r3.4.1_0 conda-forge
r-profvis 0.3.4 mro343h889e2dd_0
r-psych 1.7.8 r3.4.1_0 conda-forge
r-purrr 0.2.4 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-quantmod 0.4_12 mro343h889e2dd_0
r-r6 2.2.2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-randomforest 4.6_12 r3.4.1_0 conda-forge
r-rappdirs 0.3.1 r3.4.1_0 conda-forge
r-rbokeh 0.6.3 mro343_0
r-rcolorbrewer 1.1_2 r3.4.1_0 conda-forge
r-rcpp 0.12.15 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rcpproll 0.2.2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rcurl 1.95_4.9 mro343h889e2dd_0
r-readr 1.1.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-readxl 1.0.0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-๋ ˆ์‹œํ”ผ 0.1.2 r3.4.1_0 conda-forge
r-๊ถŒ์žฅ 3.4.3 mro343_0
r-rematch 1.0.1 r3.4.1_0 conda-forge
r-repr 0.12 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-reprex 0.1.1 mro343h889e2dd_0
r-reshape2 1.4.3 r3.4.1_0 conda-forge
r-revoioq 8.0.9 mro343_0
r-revomods 11.0.0 mro343_0
r-revoutilsmath 10.0.1 mro343_0
r-rjava 0.9_9 mro343h889e2dd_0
r-rjdbc 0.2_5 mro343h889e2dd_0
r-rjsonio 1.3_0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rlang 0.2.0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rmarkdown 1.8 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-robustbase 0.92_7 r3.4.1_0 conda-forge
r-rpart 4.1_11 mro343_0
r-rprojroot 1.3_2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rsconnect 0.8.5 mro343h889e2dd_0
r-rsqlite 2.0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-rstudioapi 0.7 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-runit 0.4.26 mro343_0
r-rvest 0.3.2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r ์Šค์ผ€์ผ 0.5.0 r3.4.1_0 conda-forge
r-์„ ํƒ๊ธฐ 0.3_1 r3.4.1_0 conda-forge
r-sfsmisc 1.1_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-shiny 1.0.5 r3.4.1_0 conda-forge
r-sourcetools 0.1.6 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-sp 1.2_7 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-์‹œ๊ณต 1.2_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-sparklyr 0.7.0 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-spatial 7.3_11 r3.4.1_0 conda-forge
r-squarem 2017.10_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-stringi 1.1.6 r3.4.1_0 conda-forge
r-stringr 1.3.0 r3.4.1_0 conda-forge
r-์„œ๋ฐ”์ด๋ฒŒ 2.41_3 mro343_0
r-tibble 1.4.2 r3.4.1_0 conda-forge
r-tidyr 0.8.0 r3.4.1_0 conda-forge
r-tidyselect 0.2.4 r3.4.1_0 conda-forge
r-tidyverse 1.2.1 mro343h889e2dd_0
r-timedate 3012.100 r3.4.1_0 conda-forge
r-ttr 0.23_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-utf8 1.1.3 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-uuid 0.1_2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-viridislite 0.2.0 r3.4.1_0 conda-forge
r-์ˆ˜์—ผ 0.3_2 r3.4.1_0 conda-forge
r-withr 2.1.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-xml2 1.1.1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-xtable 1.8_2 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-xts 0.10_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
r-yaml 2.1.14 r3.4.1_0 conda-forge
r-zoo 1.8_1 r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
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๋ ˆ๋””์Šค 3.2.100 h81e342f_0
2.18.4 py36_1 conda-forge ์š”์ฒญ
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rpy2 2.9.3 py36r3.4.1_0 ์ฝ˜๋‹ค ํฌ์ง€
rsa 3.4.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
rstudio 1.1.423 h8c352d3_0
ruamel_yaml 0.15.35 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
s3transfer 0.1.13 py36_0 conda-forge
scikit-data 0.1.3 py36_0 conda-forge
scikit-garden 0.1.3 py36_0 conda-forge
scikit-gstat 0.1.8
scikit-image 0.14.0 py36h6538335_1 conda-forge
scikit-learn 0.19.1 py36h53aea1b_0
scikit-mdr 0.4.4 py_0 conda-forge
scikit-optimize 0.5.2 py_0 conda-forge
scikit-plot 0.3.7 py_0 conda-forge
์‚ฌ์ดํ”ผ 1.1.0 py36h672f292_0
seaborn 0.9.0 py_0 conda-forge
send2trash 1.5.0 py_0 ์ฝ˜๋‹ค ํฌ์ง€
service_identity 17.0.0 py_0 conda-forge
setuptools 39.0.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
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simplejson 3.15.0 py36_0 conda-forge
singledispatch 3.4.0.3 py36_0 conda-forge
๋ชจ๊ธˆ 4.18 py36_1 ์ฝ˜๋‹ค ํฌ์ง€
์—ฌ์„ฏ 1.11.0 py36_1 conda-forge
smart_open 1.5.7 py36_0 conda-forge
snowballstemmer 1.2.1 py36_0 conda-forge
snuggs 1.4.1 py36_0 conda-forge
sortedcollections 0.6.1 py36_0 conda-forge
sortedcontainers 1.5.9 py36_0 conda-forge
์Šคํ•‘ํฌ์Šค 1.6.7 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
sphinx_rtd_theme 0.2.4 py36_0 conda-forge
sphinxcontrib 1.0 py36hbbac3d2_1
sphinxcontrib-websupport 1.0.1 py36_0 conda-forge
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sqlalchemy 1.2.6 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
sqlite 3.20.1 vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
statsmodels 0.9.0 py36_0 conda-forge
sympy 1.1.1 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
tbb 2018_20171205 vc14_0 [vc14] ์ฝ˜๋‹คํฌ์ง€
tblib 1.3.2 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
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toolz 0.9.0 py_0 ์ฝ˜๋‹ค ํฌ์ง€
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uritemplate 3.0.0 py36_0 conda-forge
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vboxapi 1.0
vc 14 0 ์ฝ˜๋‹ค ํฌ์ง€
vs2015_runtime 14.0.25420 0 conda-forge
vtk 8.1.1 py36_vc14h99a48a5_200 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
wcwidth 0.1.7 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
webencodings 0.5 py36_0 conda-forge
werkzeug 0.14.1 py_0 conda-forge
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widgetsnbextension 3.2.0 py36_0 conda-forge
win_inet_pton 1.0.1 py36_1 conda-forge
win_unicode_console 0.5 py36_0 conda-forge
wincertstore 0.2 py36_0 conda-forge
winpty 0.4.3 vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
wrapt 1.10.11 py36_0 conda-forge
xarray 0.10.7 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
xerces-c 3.2.0 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
xlrd 1.1.0 py_2 ์ฝ˜๋‹ค ํฌ์ง€
xlsxwriter 1.0.2 py_0 ์ฝ˜๋‹ค ํฌ์ง€
xlwings 0.11.7 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
xlwt 1.3.0 py36_0 ์ฝ˜๋‹ค ํฌ์ง€
xorg-kbproto 1.0.7 1 conda-forge
xorg-libice 1.0.9 vc14_2 [vc14] conda-forge
xorg-libsm 1.2.2 vc14_2 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
xorg-libx11 1.6.5 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
xorg-libxau 1.0.8 vc14_3 [vc14] conda-forge
xorg-libxdmcp 1.1.2 vc14_3 [vc14] conda-forge
xorg-libxext 1.3.3 vc14_2 [vc14] conda-forge
xorg-libxrender 0.9.10 vc14_0 [vc14] conda-forge
xorg-renderproto 0.11.1 1 conda-forge
xorg-xextproto 7.3.0 1 conda-forge
xorg-xproto 7.0.31 6 conda-forge
xz 5.2.3 0 ์ฝ˜๋‹ค ํฌ์ง€
yaml 0.1.7 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
zeromq 4.2.5 vc14_1 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
zict 0.1.3 py_0 ์ฝ˜๋‹ค ํฌ์ง€
zlib 1.2.11 vc14_0 [vc14] ์ฝ˜๋‹ค ํฌ์ง€
zope.interface 4.5.0 py36hfa6e2cd_0 conda-forge

`

@ggyyhw -- ์ฒซ ๋ฒˆ์งธ ๋ฌธ์ œ๋Š” ์•„๋งˆ๋„ ํ™˜๊ฒฝ์— ETS_TOOLKIT=null ๊ฐ€ ์„ค์ •๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ผ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋‘ ๋ฒˆ์งธ๋Š” conda VTK ๋นŒ๋“œ ๋ฌธ์ œ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค. conda๋Š” ์ž์ฒด freetype์„ ์ œ๊ณตํ•˜๊ณ  vtk์—๋Š” ์ตœ์‹  ๋ฒ„์ „์ด ํ•„์š”ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. pip install vtk ๊ท€ํ•˜์—๊ฒŒ ํšจ๊ณผ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

pip install vtk (conda vtk ๋ฐ conda mayavi๋ฅผ ์ œ๊ฑฐํ•˜์ง€ ์•Š๊ณ )๋งŒ ์ €์—๊ฒŒ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ๋ฅผ ๊ฐ€์ง€๊ณ ์žˆ๋‹ค
์ด ๋ฒ„์ „์˜ vtk๋ฅผ ์‹œ๋„ํ•˜์‹ญ์‹œ์˜ค. ๋‚ด PC(win10 py3.6)์—์„œ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
conda install -c viscid-hub vtk

์ด๊ฒƒ์€ win10 conda ํ™˜๊ฒฝ์— ๋„์›€์ด ๋˜๋ฉฐ ๋‚ด ์ปดํ“จํ„ฐ์—์„œ opencv์™€ mayavi ๊ฐ„์˜ ์ถฉ๋Œ๋„ ํ•ด๊ฒฐํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ฆฌ๋ˆ…์Šค๋„ ์ ํ•ฉํ•˜๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

์†”๋ฃจ์…˜์€ win7์—์„œ ์ž‘๋™ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋ฐฉ๊ธˆ Macports๋ฅผ ํ†ตํ•ด ์ตœ์‹  ๋ฆด๋ฆฌ์Šค ๋ฒ„์ „(mayavi-4.6.2 ๋ฐ ์ตœ์‹  ๊ณ ๋ ค ์ข…์†์„ฑ)์„ ์„ค์น˜ํ•˜๋Š” ๋ฐ ์ด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. Conda๋„ ์—†๊ณ  pip๋„ ์—†๊ณ  setup ๋ช…๋ น๋งŒ ์žˆ์Šต๋‹ˆ๋‹ค. VTK๋Š” ํŒŒ์ด์ฌ ํ™•์žฅ์ž๊ฐ€ ์žˆ๋Š” 8.1.1์ž…๋‹ˆ๋‹ค.

import mayavi.mlab ๋ฅผ ์‚ฌ์šฉํ•  ๋•Œ์™€ ๊ฐ™์€ ๋ฌธ์ œ์ž…๋‹ˆ๋‹ค.

DistributionNotFound: 'vtk' ๋ฐฐํฌ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์œผ๋ฉฐ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

์•„๋‚˜์ฝ˜๋‹ค
์œˆ๋„์šฐ 10
ํŒŒ์ด์ฌ 3.6
VTK 8.1.0
pyQt 5.6.0
๋งˆ์•ผ๋น„ 4.6.2

( conda-forge ์˜ ํŒจํ‚ค์ง€)

ํ•˜์ง€๋งŒ import vtk ๋Š” ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค...

์ด์— ๋Œ€ํ•œ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•์ด ์žˆ์Šต๋‹ˆ๊นŒ?

@solarjoe ์œ„์—์„œ ์„ค๋ช…ํ•œ ๋Œ€๋กœ pip๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ mayavi๋ฅผ ์„ค์น˜ํ•˜๋Š” ๊ฒƒ์ด ํ•œ ๊ฐ€์ง€ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•์ธ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

@prabhuramachandran , ๋‹ค์‹œ ์—ด์–ด์ฃผ์„ธ์š”. ์ด๊ฒƒ์€ ํ•ฉ๋ฆฌ์ ์ธ ์„ค์น˜์˜ ๊ฒฝ์šฐ ์ˆ˜์ •๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

@ggyyhw -- ์ฒซ ๋ฒˆ์งธ ๋ฌธ์ œ๋Š” ์•„๋งˆ๋„ ํ™˜๊ฒฝ์— ETS_TOOLKIT=null ๊ฐ€ ์„ค์ •๋˜์–ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ผ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋‘ ๋ฒˆ์งธ๋Š” conda VTK ๋นŒ๋“œ ๋ฌธ์ œ์ฒ˜๋Ÿผ ๋ณด์ž…๋‹ˆ๋‹ค. conda๋Š” ์ž์ฒด freetype์„ ์ œ๊ณตํ•˜๊ณ  vtk์—๋Š” ์ตœ์‹  ๋ฒ„์ „์ด ํ•„์š”ํ•œ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค. pip install vtk ๊ท€ํ•˜์—๊ฒŒ ํšจ๊ณผ๊ฐ€ ์žˆ๋Š”์ง€ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ?

๊ฐ์‚ฌ ํ•ด์š”! ์ œ์•ˆํ•œ ๋Œ€๋กœ conda VTK ๋ฐ conda mayavi๋ฅผ ์ œ๊ฑฐํ•œ ๋‹ค์Œ(๋ชจ๋“  ๊ด€๋ จ ํด๋”๋„ ์ˆ˜๋™์œผ๋กœ ์‚ญ์ œ) pip install vtk ๋ฐ pip install mayavi ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ด์ œ ์„ฑ๊ณต์ ์œผ๋กœ import vtk ๋ฐ from mayavi import mlab ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ์ €์—๊ฒŒ๋„ ํšจ๊ณผ์ ์ด์—ˆ์Šต๋‹ˆ๋‹ค. conda remove vtk conda remove mayavi ๋ฐ pip install vtk ๋ฐ pip install mayavi ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค. ๋‹น์‹ ์˜ ๋„์›€์„ ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

๋‘ ํŒจํ‚ค์ง€ ๋ชจ๋‘์— conda pip ๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ๋„ ํšจ๊ณผ์ ์ž…๋‹ˆ๋‹ค.

์ด ๋ฌธ์ œ๋Š” Linux์—์„œ๋„ ๋ฐœ์ƒํ•œ๋‹ค๋Š” ์ ์„ ์ง€์ ํ•˜๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค(ํŠน์ •ํ•œ Fedora 30).
ํŒจํ‚ค์ง€ ๊ด€๋ฆฌ์ž๋กœ vtk ๋ฐ mayavi ๋ฅผ ๋ชจ๋‘ ์„ค์น˜ํ•˜๋ฉด ์ •์ƒ์ ์œผ๋กœ ์ž‘๋™ํ•˜์ง€๋งŒ( dnf install python3-vtk python3-mayavi ), import mayavi.mlab ๋Š” ์œ„์™€ ๋™์ผํ•œ ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.

๋‚˜๋Š” ๊ฐ™์€ ๋ฌธ์ œ์— ์ง๋ฉดํ–ˆ๊ณ  ๋งŽ์€ ์‹œ๊ฐ„์„ ๋‚ญ๋น„ํ–ˆ์Šต๋‹ˆ๋‹ค. ์•„๋‚˜์ฝ˜๋‹ค ๋ช…๋ น ํ”„๋กฌํ”„ํŠธ์—์„œ ์„ค์น˜ํ•˜๋Š” ๊ฒฝ์šฐ
๋‹ค์Œ ๋ช…๋ น์œผ๋กœ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
์ฝ˜๋‹ค ์„ค์น˜ ๋งˆ์•ผ๋น„

๋ฌด์—‡์ด๋“  ์‹œ์ž‘ํ•˜๊ธฐ ์ „์— conda activate ๋ฅผ ์‹คํ–‰ํ•˜๋Š” ๊ฒƒ์„ ์žŠ์ง€ ๋งˆ์‹ญ์‹œ์˜ค.

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