库安装 Python + Spyder

Library Installation Python + Spyder

我在安装 Python 库时遇到问题,例如 Numpy、Sklearn 等。我想将这些库与 Spyder 一起使用。我确实重置了 Windows,这是我尝试重新安装以前的库。但是我收到这样的错误,我不知道这个错误的正确关键字。在这里。

C:\Users\User>pip install sklearn
Collecting sklearn
  Using cached sklearn-0.0.tar.gz (1.1 kB)
Collecting scikit-learn
  Using cached scikit-learn-0.23.2.tar.gz (7.2 MB)
  Installing build dependencies ... error
  ERROR: Command errored out with exit status 1:
   command: 'c:\users\user\appdata\local\programs\python\python39\python.exe' 'c:\users\user\appdata\local\programs\python\python39\lib\site-packages\pip' install --ignore-installed --no-user --prefix 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay' --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel 'Cython>=0.28.5' 'numpy==1.13.3; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation == '"'"'CPython'"'"'' 'numpy==1.14.0; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation != '"'"'CPython'"'"'' 'numpy==1.14.5; python_version=='"'"'3.7'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.6'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.7'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system=='"'"'AIX'"'"'' 'scipy>=0.19.1'
       cwd: None
  Complete output (303 lines):
  Ignoring numpy: markers 'python_version == "3.6" and platform_system != "AIX" and platform_python_implementation == "CPython"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.6" and platform_system != "AIX" and platform_python_implementation != "CPython"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.7" and platform_system != "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.6" and platform_system == "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version == "3.7" and platform_system == "AIX"' don't match your environment
  Ignoring numpy: markers 'python_version >= "3.8" and platform_system == "AIX"' don't match your environment
  Collecting numpy==1.17.3
    Using cached numpy-1.17.3.zip (6.4 MB)
  Collecting Cython>=0.28.5
    Using cached Cython-0.29.21-py2.py3-none-any.whl (974 kB)
  Collecting scipy>=0.19.1
    Using cached scipy-1.5.4-cp39-cp39-win_amd64.whl (31.4 MB)
  Collecting wheel
    Using cached wheel-0.36.2-py2.py3-none-any.whl (35 kB)
  Collecting setuptools
    Using cached setuptools-51.1.0.post20201221-py3-none-any.whl (2.0 MB)
  Using legacy 'setup.py install' for numpy, since package 'wheel' is not installed.
  Installing collected packages: numpy, wheel, setuptools, scipy, Cython
      Running setup.py install for numpy: started
      Running setup.py install for numpy: finished with status 'error'
      ERROR: Command errored out with exit status 1:
       command: 'c:\users\user\appdata\local\programs\python\python39\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\setup.py'"'"'; __file__='"'"'C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\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\User\AppData\Local\Temp\pip-record-_yokuvzg\install-record.txt' --single-version-externally-managed --prefix 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay' --compile --install-headers 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay\Include\numpy'
           cwd: C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\
      Complete output (277 lines):
      Running from numpy source directory.

      Note: if you need reliable uninstall behavior, then install
      with pip instead of using `setup.py install`:

        - `pip install .`       (from a git repo or downloaded source
                                 release)
        - `pip install numpy`   (last NumPy release on PyPi)


      blas_opt_info:
      blas_mkl_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries mkl_rt not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      blis_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries blis not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      openblas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries openblas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
      get_default_fcompiler: matching types: '['gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95', 'intelvem', 'intelem', 'flang']'
      customize GnuFCompiler
      Could not locate executable g77
      Could not locate executable f77
      customize IntelVisualFCompiler
      Could not locate executable ifort
      Could not locate executable ifl
      customize AbsoftFCompiler
      Could not locate executable f90
      customize CompaqVisualFCompiler
      Could not locate executable DF
      customize IntelItaniumVisualFCompiler
      Could not locate executable efl
      customize Gnu95FCompiler
      Could not locate executable gfortran
      Could not locate executable f95
      customize G95FCompiler
      Could not locate executable g95
      customize IntelEM64VisualFCompiler
      customize IntelEM64TFCompiler
      Could not locate executable efort
      Could not locate executable efc
      customize PGroupFlangCompiler
      Could not locate executable flang
      don't know how to compile Fortran code on platform 'nt'
        NOT AVAILABLE

      atlas_3_10_blas_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      atlas_3_10_blas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      atlas_blas_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      atlas_blas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      accelerate_info:
        NOT AVAILABLE

      C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\numpy\distutils\system_info.py:690: UserWarning:
          Optimized (vendor) Blas libraries are not found.
          Falls back to netlib Blas library which has worse performance.
          A better performance should be easily gained by switching
          Blas library.
        self.calc_info()
      blas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries blas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\numpy\distutils\system_info.py:690: UserWarning:
          Blas (http://www.netlib.org/blas/) libraries not found.
          Directories to search for the libraries can be specified in the
          numpy/distutils/site.cfg file (section [blas]) or by setting
          the BLAS environment variable.
        self.calc_info()
      blas_src_info:
        NOT AVAILABLE

      C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\numpy\distutils\system_info.py:690: UserWarning:
          Blas (http://www.netlib.org/blas/) sources not found.
          Directories to search for the sources can be specified in the
          numpy/distutils/site.cfg file (section [blas_src]) or by setting
          the BLAS_SRC environment variable.
        self.calc_info()
        NOT AVAILABLE

      'svnversion' is not recognized as an internal or external command,
      operable program or batch file.
      non-existing path in 'numpy\distutils': 'site.cfg'
      lapack_opt_info:
      lapack_mkl_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries mkl_rt not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      openblas_lapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries openblas not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      openblas_clapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries openblas,lapack not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      flame_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries flame not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      atlas_3_10_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries tatlas,tatlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      <class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
        NOT AVAILABLE

      atlas_3_10_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries satlas,satlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      <class 'numpy.distutils.system_info.atlas_3_10_info'>
        NOT AVAILABLE

      atlas_threads_info:
      Setting PTATLAS=ATLAS
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries ptf77blas,ptcblas,atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      <class 'numpy.distutils.system_info.atlas_threads_info'>
        NOT AVAILABLE

      atlas_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in c:\users\user\appdata\local\programs\python\python39\lib
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in C:\
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack_atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries f77blas,cblas,atlas not found in c:\users\user\appdata\local\programs\python\python39\libs
      <class 'numpy.distutils.system_info.atlas_info'>
        NOT AVAILABLE

      lapack_info:
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      customize MSVCCompiler
        libraries lapack not found in ['c:\users\user\appdata\local\programs\python\python39\lib', 'C:\', 'c:\users\user\appdata\local\programs\python\python39\libs']
        NOT AVAILABLE

      C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\numpy\distutils\system_info.py:1712: UserWarning:
          Lapack (http://www.netlib.org/lapack/) libraries not found.
          Directories to search for the libraries can be specified in the
          numpy/distutils/site.cfg file (section [lapack]) or by setting
          the LAPACK environment variable.
        if getattr(self, '_calc_info_{}'.format(lapack))():
      lapack_src_info:
        NOT AVAILABLE

      C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\numpy\distutils\system_info.py:1712: UserWarning:
          Lapack (http://www.netlib.org/lapack/) sources not found.
          Directories to search for the sources can be specified in the
          numpy/distutils/site.cfg file (section [lapack_src]) or by setting
          the LAPACK_SRC environment variable.
        if getattr(self, '_calc_info_{}'.format(lapack))():
        NOT AVAILABLE

      c:\users\user\appdata\local\programs\python\python39\lib\distutils\dist.py:274: UserWarning: Unknown distribution option: 'define_macros'
        warnings.warn(msg)
      running install
      running build
      running config_cc
      unifing config_cc, config, build_clib, build_ext, build commands --compiler options
      running config_fc
      unifing config_fc, config, build_clib, build_ext, build commands --fcompiler options
      running build_src
      build_src
      building py_modules sources
      creating build
      creating build\src.win-amd64-3.9
      creating build\src.win-amd64-3.9\numpy
      creating build\src.win-amd64-3.9\numpy\distutils
      building library "npymath" sources
      No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
      error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/
      ----------------------------------------
  ERROR: Command errored out with exit status 1: 'c:\users\user\appdata\local\programs\python\python39\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\setup.py'"'"'; __file__='"'"'C:\Users\User\AppData\Local\Temp\pip-install-or8kng1a\numpy_78f1af95d1d34e88a1f680833069efb4\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\User\AppData\Local\Temp\pip-record-_yokuvzg\install-record.txt' --single-version-externally-managed --prefix 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay' --compile --install-headers 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay\Include\numpy' Check the logs for full command output.
  ----------------------------------------
ERROR: Command errored out with exit status 1: 'c:\users\user\appdata\local\programs\python\python39\python.exe' 'c:\users\user\appdata\local\programs\python\python39\lib\site-packages\pip' install --ignore-installed --no-user --prefix 'C:\Users\User\AppData\Local\Temp\pip-build-env-unikug53\overlay' --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel 'Cython>=0.28.5' 'numpy==1.13.3; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation == '"'"'CPython'"'"'' 'numpy==1.14.0; python_version=='"'"'3.6'"'"' and platform_system!='"'"'AIX'"'"' and platform_python_implementation != '"'"'CPython'"'"'' 'numpy==1.14.5; python_version=='"'"'3.7'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system!='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.6'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.16.0; python_version=='"'"'3.7'"'"' and platform_system=='"'"'AIX'"'"'' 'numpy==1.17.3; python_version>='"'"'3.8'"'"' and platform_system=='"'"'AIX'"'"'' 'scipy>=0.19.1' Check the logs for full command output.

重置后我确实单独安装了 Spyder 而没有安装 Anaconda。在我尝试 运行 一个包含 sklearn 的代码后,我得到了一个模块未找到错误。 我应该尝试从头开始安装 Anaconda 还是有解决方案?

提前致谢

这似乎是一个常见问题。 Sklearn 需要 NumPy,据我所知,这就是您的问题所在。尝试降级到 python 3.8.

请尝试:

pip install -U scikit-learn

如果这不起作用,请清理计算机上的 python 环境,然后安装 anaconda。 Anaconda真的不重,内置spyder 4.

如果您还没有使用过 anaconda,请清理您当前的 python 环境并重新安装较低版本 python。个人认为3.6版本使用最稳定

总的来说,我尝试降级它并且它有效。库的安装工作正常,但它的主要问题还没有解决。虽然之后Spyder给出了不同的错误信息,但我仍然无法使用这个库。

最后,我尝试从头开始安装所有的 Anaconda,它成功了。 感谢您的回答,非常感谢。 :)