install kmeansインストールができません。

Question

  ERROR: Command errored out with exit status 1:
   command: 'C:\ProgramData\Anaconda3\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"'; __file__='"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-wheel-mwv49ygu'
       cwd: C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\
  Complete output (24 lines):
  running bdist_wheel
  running build
  running build_py
  creating build
  creating build\lib.win-amd64-3.8
  creating build\lib.win-amd64-3.8\kmeans
  copying kmeans\performance.py -> build\lib.win-amd64-3.8\kmeans
  copying kmeans\tests.py -> build\lib.win-amd64-3.8\kmeans
  copying kmeans\__init__.py -> build\lib.win-amd64-3.8\kmeans
  running egg_info
  writing kmeans.egg-info\PKG-INFO
  writing dependency_links to kmeans.egg-info\dependency_links.txt
  writing top-level names to kmeans.egg-info\top_level.txt
  reading manifest file 'kmeans.egg-info\SOURCES.txt'
  writing manifest file 'kmeans.egg-info\SOURCES.txt'
  copying kmeans\lib.c -> build\lib.win-amd64-3.8\kmeans
  running build_ext
  building 'kmeans/lib' extension
  creating build\temp.win-amd64-3.8
  creating build\temp.win-amd64-3.8\Release
  creating build\temp.win-amd64-3.8\Release\kmeans
  C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\ProgramData\Anaconda3\include -IC:\ProgramData\Anaconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\cppwinrt" /Tckmeans/lib.c /Fobuild\temp.win-amd64-3.8\Release\kmeans/lib.obj -Wno-error=declaration-after-statement -O3 -std=c99
  cl : 명령줄 error D8021 : '/Wno-error=declaration-after-statement' 숫자 인수가 잘못되었습니다.
  error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\bin\HostX86\x64\cl.exe' failed with exit status 2
  ----------------------------------------
  ERROR: Failed building wheel for kmeans
    ERROR: Command errored out with exit status 1:
     command: 'C:\ProgramData\Anaconda3\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"'; __file__='"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record 'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-record-drwur81t\install-record.txt' --single-version-externally-managed --compile --install-headers 'C:\ProgramData\Anaconda3\Include\kmeans'
         cwd: C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\
    Complete output (24 lines):
    running install
    running build
    running build_py
    creating build
    creating build\lib.win-amd64-3.8
    creating build\lib.win-amd64-3.8\kmeans
    copying kmeans\performance.py -> build\lib.win-amd64-3.8\kmeans
    copying kmeans\tests.py -> build\lib.win-amd64-3.8\kmeans
    copying kmeans\__init__.py -> build\lib.win-amd64-3.8\kmeans
    running egg_info
    writing kmeans.egg-info\PKG-INFO
    writing dependency_links to kmeans.egg-info\dependency_links.txt
    writing top-level names to kmeans.egg-info\top_level.txt
    reading manifest file 'kmeans.egg-info\SOURCES.txt'
    writing manifest file 'kmeans.egg-info\SOURCES.txt'
    copying kmeans\lib.c -> build\lib.win-amd64-3.8\kmeans
    running build_ext
    building 'kmeans/lib' extension
    creating build\temp.win-amd64-3.8
    creating build\temp.win-amd64-3.8\Release
    creating build\temp.win-amd64-3.8\Release\kmeans
    C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\ProgramData\Anaconda3\include -IC:\ProgramData\Anaconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\cppwinrt" /Tckmeans/lib.c /Fobuild\temp.win-amd64-3.8\Release\kmeans/lib.obj -Wno-error=declaration-after-statement -O3 -std=c99
    cl : 명령줄 error D8021 : '/Wno-error=declaration-after-statement' 숫자 인수가 잘못되었습니다.
    error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Tools\MSVC\14.29.30037\bin\HostX86\x64\cl.exe' failed with exit status 2
    ----------------------------------------
ERROR: Command errored out with exit status 1: 'C:\ProgramData\Anaconda3\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"'; __file__='"'"'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-install-kgvjs0kh\kmeans_89d521e3fe3e4c4fb5651db8232deb99\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record 'C:\Users\Public\Documents\ESTsoft\CreatorTemp\pip-record-drwur81t\install-record.txt' --single-version-externally-managed --compile --install-headers 'C:\ProgramData\Anaconda3\Include\kmeans' Check the logs for full command output.

Visual studio Community 2019

これもインストールしたのに依然として同じインストールエラーが出ます。
もしこのミスについてよく知っている専門家がいらっしゃれば、解決方法をちょっと教えてください。

Comments

[jbpb0]

何をインストールしようとしているのでしょうか？

scikit-learnにk-meansが入ってますけど、それ使うのではダメなのでしょうか？
https://qiita.com/Yt330110713/items/534e1791aee4e1440785

Answer 1

anacondaを使っているなら、最初から入っているsklearn.cluster.KMeansを使うのが普通だと思いますが、どうしても古いkmeansをインストールしなければならない理由はあるのでしょうか。

Comments

[caffrey]

https://github.com/contejus/AbaloneClustering/blob/master/README.md

K-Means (elbow method)
ここのサイトのデータを回しましたが、
エラーが発生して kmeans これのせいで問題のエラーが発生したと思っていましたが、違いましたか?

NameError: name 'KMeans' is not defined
このようにエラーが発生します。

[caffrey]

from sklearn.cluster import KMeans

# hold error value for elbow method calculation
error = []

for i in range(2, 10):
kmeans = KMeans(n_clusters = i)
%time kmeans.fit(df)
error.append(kmeans.inertia_)

# find the elbow of the graph using kneed package
optimalK = KneeLocator(
range(2, 10),
error,
curve = 'convex',
direction = 'decreasing',
interp_method = 'interp1d',
)

# print number of clusters for dataset
print("\nNumber of clusters: " + str(optimalK.elbow))
optimalK.plot_knee_normalized()

# create optimal K graph for prediction model
kmeans = KMeans(n_clusters = optimalK.elbow)

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

from sklearn.cluster import KMeans
こうやって入れてみたらまた下のようにエラーになりますね

ValueError: could not convert string to float: 'M'
AttributeError: 'KMeans' object has no attribute 'inertia_'

[jbpb0]

> could not convert string to float: 'M'

下記をやってないからでは？？

lbl = LabelEncoder()
df['sex'] = lbl.fit_transform(df['sex'])
keys = lbl.classes_
values = lbl.transform(lbl.classes_)
mapping = dict()
dictionary = dict(zip(keys, values))
print(dictionary)

https://github.com/contejus/AbaloneClustering/blob/master/README.md#Data-preprocessing
の「Data preprocessing」の部分の最後のコードです