cvxpy / ecos pip安装错误

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这是一个临界超级用户问题。我一直在使用pip install <x>在我的3.6.2安装中添加软件包,来自Windows 10上的powershell。我正在努力安装CVXPY。具体来说,我已经升级了setuptools并安装了visual studio c ++ 14.此外,我按照github用户的建议安装了C ++ 2008:https://github.com/embotech/ecos/issues/53。但是,我无法实现她的其他建议(编辑ecosmodules.c),因为我不认为我从github下载的原始包中存在该文件

下面是我尝试通过pip install ecos安装密钥依赖项eCos时的回溯。

 Collecting ecos
  Using cached https://files.pythonhosted.org/packages/b6/b4/988b15513b13e8ea2eac65e97d84221ac515a735a93f046e2a2a3d7863fc/ecos-2.0.5.tar.gz
Requirement already satisfied: numpy>=1.6 in c:python36libsite-packages (from ecos) (1.14.2)
Requirement already satisfied: scipy>=0.9 in c:python36libsite-packages (from ecos) (1.1.0)
Building wheels for collected packages: ecos
  Running setup.py bdist_wheel for ecos ... error
  Complete output from command c:python36python3.exe -u -c "import setuptools, tokenize;__file__='C:\Users\tpittman\AppData\Local\Temp\pip-install-6n1cuqcw\ecos\setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('
', '
');f.close();exec(compile(code, __file__, 'exec'))" bdist_wheel -d C:Users	pittmanAppDataLocalTemppip-wheel-cz4uosgf --python-tag cp36:
  running bdist_wheel
  running build
  running build_py
  creating build
  creating buildlib.win-amd64-3.6
  copying srcecos.py -> buildlib.win-amd64-3.6
  running build_ext
  building '_ecos' extension
  creating build	emp.win-amd64-3.6
  creating build	emp.win-amd64-3.6Release
  creating build	emp.win-amd64-3.6Releasesrc
  creating build	emp.win-amd64-3.6Releaseecos
  creating build	emp.win-amd64-3.6Releaseecosexternal
  creating build	emp.win-amd64-3.6Releaseecosexternalldl
  creating build	emp.win-amd64-3.6Releaseecosexternalldlsrc
  creating build	emp.win-amd64-3.6Releaseecossrc
  creating build	emp.win-amd64-3.6Releaseecosexternalamd
  creating build	emp.win-amd64-3.6Releaseecosexternalamdsrc
  creating build	emp.win-amd64-3.6Releaseecosecos_bb
  C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcsrc/ecosmodule.c /Fobuild	emp.win-amd64-3.6Releasesrc/ecosmodule.obj
  ecosmodule.c
  ecos/includeecos_bb.h(72): warning C4005: 'INFINITY': macro redefinition
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): note: see previous definition of 'INFINITY'
  ecos/includeecos_bb.h(74): warning C4005: 'isinf': macro redefinition
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(275): note: see previous definition of 'isinf'
  C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/external/ldl/src/ldl.c /Fobuild	emp.win-amd64-3.6Releaseecos/external/ldl/src/ldl.obj
  ldl.c
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
  ecos/external/SuiteSparse_config../../include/glblopts.h(58): note: see previous definition of 'INFINITY'
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
  ecos/external/SuiteSparse_config../../include/glblopts.h(53): note: see previous definition of 'NAN'
  C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/cone.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/cone.obj
  cone.c
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
  C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/ctrlc.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/ctrlc.obj
  ctrlc.c
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
  C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/ecos.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/ecos.obj
  ecos.c
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
  C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
  c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
  ecos/src/ecos.c(1093): warning C4013: '_set_output_format' undefined; assuming extern returning int
  ecos/src/ecos.c(1093): error C2065: '_TWO_DIGIT_EXPONENT': undeclared identifier
  error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\VC\Tools\MSVC\14.14.26428\bin\HostX64\x64\cl.exe' failed with exit status 2

  ----------------------------------------
  Failed building wheel for ecos
  Running setup.py clean for ecos
Failed to build ecos
Installing collected packages: ecos
  Running setup.py install for ecos ... error
    Complete output from command c:python36python3.exe -u -c "import setuptools, tokenize;__file__='C:\Users\tpittman\AppData\Local\Temp\pip-install-6n1cuqcw\ecos\setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('
', '
');f.close();exec(compile(code, __file__, 'exec'))" install --record C:Users	pittmanAppDataLocalTemppip-record-ngyh01oqinstall-record.txt --single-version-externally-managed --compile:
    running install
    running build
    running build_py
    creating build
    creating buildlib.win-amd64-3.6
    copying srcecos.py -> buildlib.win-amd64-3.6
    running build_ext
    building '_ecos' extension
    creating build	emp.win-amd64-3.6
    creating build	emp.win-amd64-3.6Release
    creating build	emp.win-amd64-3.6Releasesrc
    creating build	emp.win-amd64-3.6Releaseecos
    creating build	emp.win-amd64-3.6Releaseecosexternal
    creating build	emp.win-amd64-3.6Releaseecosexternalldl
    creating build	emp.win-amd64-3.6Releaseecosexternalldlsrc
    creating build	emp.win-amd64-3.6Releaseecossrc
    creating build	emp.win-amd64-3.6Releaseecosexternalamd
    creating build	emp.win-amd64-3.6Releaseecosexternalamdsrc
    creating build	emp.win-amd64-3.6Releaseecosecos_bb
    C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcsrc/ecosmodule.c /Fobuild	emp.win-amd64-3.6Releasesrc/ecosmodule.obj
    ecosmodule.c
    ecos/includeecos_bb.h(72): warning C4005: 'INFINITY': macro redefinition
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): note: see previous definition of 'INFINITY'
    ecos/includeecos_bb.h(74): warning C4005: 'isinf': macro redefinition
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(275): note: see previous definition of 'isinf'
    C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/external/ldl/src/ldl.c /Fobuild	emp.win-amd64-3.6Releaseecos/external/ldl/src/ldl.obj
    ldl.c
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
    ecos/external/SuiteSparse_config../../include/glblopts.h(58): note: see previous definition of 'INFINITY'
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
    ecos/external/SuiteSparse_config../../include/glblopts.h(53): note: see previous definition of 'NAN'
    C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/cone.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/cone.obj
    cone.c
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
    C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/ctrlc.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/ctrlc.obj
    ctrlc.c
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
    C:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428inHostX64x64cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MT -DPYTHON -DDLONG -DLDL_LONG -DCTRLC=1 -Iecos/include -Ic:python36libsite-packages
umpycoreinclude -Iecos/external/amd/include -Iecos/external/ldl/include -Iecos/external/SuiteSparse_config -Ic:python36include -Ic:python36include "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428Include" "-IC:Program Files (x86)Microsoft Visual Studio2017CommunityVCToolsMSVC14.14.26428ATLMFCInclude" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0shared" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0um" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0winrt" "-IC:Program Files (x86)Windows Kits10include10.0.17134.0ucrt" "-IC:Program Files (x86)Windows KitsNETFXSDK4.6.1includeum" /Tcecos/src/ecos.c /Fobuild	emp.win-amd64-3.6Releaseecos/src/ecos.obj
    ecos.c
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(90): warning C4005: 'INFINITY': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(58): note: see previous definition of 'INFINITY'
    C:Program Files (x86)Windows Kits10include10.0.17134.0ucrtcorecrt_math.h(94): warning C4005: 'NAN': macro redefinition
    c:users	pittmanappdatalocal	emppip-install-6n1cuqcwecosecosincludeglblopts.h(53): note: see previous definition of 'NAN'
    ecos/src/ecos.c(1093): warning C4013: '_set_output_format' undefined; assuming extern returning int
    ecos/src/ecos.c(1093): error C2065: '_TWO_DIGIT_EXPONENT': undeclared identifier
    error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2017\Community\VC\Tools\MSVC\14.14.26428\bin\HostX64\x64\cl.exe' failed with exit status 2

    ----------------------------------------
Command "c:python36python3.exe -u -c "import setuptools, tokenize;__file__='C:\Users\tpittman\AppData\Local\Temp\pip-install-6n1cuqcw\ecos\setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('
', '
');f.close();exec(compile(code, __file__, 'exec'))" install --record C:Users	pittmanAppDataLocalTemppip-record-ngyh01oqinstall-record.txt --single-version-externally-managed --compile" failed with error code 1 in C:Users	pittmanAppDataLocalTemppip-install-6n1cuqcwecos
答案

在基于Anaconda的Win64 Python36安装上

conda install ecos

为我工作。

其中允许一个pip安装cvxpy。

另一答案

我认为最好的“解决方案”是使用windows linux子系统。从这里,我能够使用python3 -m pip install cmakepython3 -m pip install cvxpy在python 3.5上安装cvxpy和所有依赖项

对于那些没有安装WLS的人来说,这不是微不足道的,而是相对无痛的。 https://docs.microsoft.com/en-us/windows/wsl/install-win10

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