如何解决在 Windows 上安装 fastText 库时出现的安装问题?

问题描述 投票:0回答:1

我是这个领域的新手,正在 NLP 领域尝试不同的模型。当我尝试使用命令提示符安装 fastText 库时,它显示错误:

pip install wheel
pip install pybind11
pip install fasttext

错误是:

Collecting fasttext
  Using cached fasttext-0.9.2.tar.gz (68 kB)
  Preparing metadata (setup.py) ... done
Requirement already satisfied: pybind11>=2.2 in c:\users\manid\appdata\local\programs\python\python312\lib\site-packages (from fasttext) (2.11.1)
Requirement already satisfied: setuptools>=0.7.0 in c:\users\manid\appdata\local\programs\python\python312\lib\site-packages (from fasttext) (69.2.0)
Requirement already satisfied: numpy in c:\users\manid\appdata\local\programs\python\python312\lib\site-packages (from fasttext) (1.26.4)
Building wheels for collected packages: fasttext
  Building wheel for fasttext (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [75 lines of output]
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\setuptools\dist.py:476: SetuptoolsDeprecationWarning: Invalid dash-separated options
      !!

              ********************************************************************************
              Usage of dash-separated 'description-file' will not be supported in future
              versions. Please use the underscore name 'description_file' instead.

              By 2024-Sep-26, you need to update your project and remove deprecated calls
              or your builds will no longer be supported.

              See https://setuptools.pypa.io/en/latest/userguide/declarative_config.html for details.
              ********************************************************************************

      !!
        opt = self.warn_dash_deprecation(opt, section)
      running bdist_wheel
      running build
      running build_py
      creating build
      creating build\lib.win-amd64-cpython-312
      creating build\lib.win-amd64-cpython-312\fasttext
      copying python\fasttext_module\fasttext\FastText.py -> build\lib.win-amd64-cpython-312\fasttext
      copying python\fasttext_module\fasttext\__init__.py -> build\lib.win-amd64-cpython-312\fasttext
      creating build\lib.win-amd64-cpython-312\fasttext\util
      copying python\fasttext_module\fasttext\util\util.py -> build\lib.win-amd64-cpython-312\fasttext\util
      copying python\fasttext_module\fasttext\util\__init__.py -> build\lib.win-amd64-cpython-312\fasttext\util
      creating build\lib.win-amd64-cpython-312\fasttext\tests
      copying python\fasttext_module\fasttext\tests\test_configurations.py -> build\lib.win-amd64-cpython-312\fasttext\tests
      copying python\fasttext_module\fasttext\tests\test_script.py -> build\lib.win-amd64-cpython-312\fasttext\tests
      copying python\fasttext_module\fasttext\tests\__init__.py -> build\lib.win-amd64-cpython-312\fasttext\tests
      running build_ext
      building 'fasttext_pybind' extension
      creating build\temp.win-amd64-cpython-312
      creating build\temp.win-amd64-cpython-312\Release
      creating build\temp.win-amd64-cpython-312\Release\python
      creating build\temp.win-amd64-cpython-312\Release\python\fasttext_module
      creating build\temp.win-amd64-cpython-312\Release\python\fasttext_module\fasttext
      creating build\temp.win-amd64-cpython-312\Release\python\fasttext_module\fasttext\pybind
      creating build\temp.win-amd64-cpython-312\Release\src
      "C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.39.33519\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include -IC:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include -Isrc -IC:\Users\manid\AppData\Local\Programs\Python\Python312\include -IC:\Users\manid\AppData\Local\Programs\Python\Python312\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.39.33519\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22621.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\cppwinrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.8\include\um" /EHsc /Tppython/fasttext_module/fasttext/pybind/fasttext_pybind.cc /Fobuild\temp.win-amd64-cpython-312\Release\python/fasttext_module/fasttext/pybind/fasttext_pybind.obj /EHsc /DVERSION_INFO=\\\"0.9.2\\\"
      fasttext_pybind.cc
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): error C2065: 'ssize_t': undeclared identifier
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): error C2672: 'pybind11::init': no matching overloaded function found
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1932): note: could be 'Ret pybind11::init(CFunc &&,AFunc &&)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): note: 'pybind11::init': invalid template argument for 'CFunc', type expected
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1924): note: or       'Ret pybind11::init(Func &&)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): note: 'pybind11::init': invalid template argument for 'Func', type expected
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1912): note: or       'pybind11::detail::initimpl::constructor<Args...> pybind11::init(void)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): note: 'pybind11::init': invalid template argument for 'Args', type expected
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): error C2672: 'pybind11::class_<fasttext::Vector>::def': no matching overloaded function found
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1631): note: could be 'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(pybind11::detail::initimpl::pickle_factory<Args...> &&,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1625): note: or       'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(pybind11::detail::initimpl::factory<Args...> &&,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1618): note: or       'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(const pybind11::detail::initimpl::alias_constructor<Args...> &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1611): note: or       'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(const pybind11::detail::initimpl::constructor<Args...> &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1599): note: or       'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(const T &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1574): note: or       'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(const char *,Func &&,const Extra &...)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(171): note: 'pybind11::class_<fasttext::Vector> &pybind11::class_<fasttext::Vector>::def(const char *,Func &&,const Extra &...)': expects 3 arguments - 1 provided
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): error C2065: 'ssize_t': undeclared identifier
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): error C2065: 'ssize_t': undeclared identifier
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): error C2672: 'pybind11::init': no matching overloaded function found
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1932): note: could be 'Ret pybind11::init(CFunc &&,AFunc &&)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): note: 'pybind11::init': invalid template argument for 'CFunc', type expected
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1924): note: or       'Ret pybind11::init(Func &&)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): note: 'pybind11::init': invalid template argument for 'Func', type expected
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1912): note: or       'pybind11::detail::initimpl::constructor<Args...> pybind11::init(void)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): note: 'pybind11::init': invalid template argument for 'Args', type expected
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): error C2672: 'pybind11::class_<fasttext::DenseMatrix>::def': no matching overloaded function found
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1631): note: could be 'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(pybind11::detail::initimpl::pickle_factory<Args...> &&,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1625): note: or       'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(pybind11::detail::initimpl::factory<Args...> &&,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1618): note: or       'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(const pybind11::detail::initimpl::alias_constructor<Args...> &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1611): note: or       'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(const pybind11::detail::initimpl::constructor<Args...> &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1599): note: or       'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(const T &,const Extra &...)'
      C:\Users\manid\AppData\Local\Programs\Python\Python312\Lib\site-packages\pybind11\include\pybind11\pybind11.h(1574): note: or       'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(const char *,Func &&,const Extra &...)'
      python/fasttext_module/fasttext/pybind/fasttext_pybind.cc(185): note: 'pybind11::class_<fasttext::DenseMatrix> &pybind11::class_<fasttext::DenseMatrix>::def(const char *,Func &&,const Extra &...)': expects 3 arguments - 1 provided
      error: command 'C:\\Program Files (x86)\\Microsoft Visual Studio\\2022\\BuildTools\\VC\\Tools\\MSVC\\14.39.33519\\bin\\HostX86\\x64\\cl.exe' failed with exit code 2
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for fasttext
  Running setup.py clean for fasttext
Failed to build fasttext
ERROR: Could not build wheels for fasttext, which is required to install pyproject.toml-based projects
python installation cmd nlp fasttext
1个回答
0
投票

要安装此软件包,请运行以下命令之一:
conda 安装 esri::fasttext
conda 安装 esri/label/prerelease::fasttext

根据 https://anaconda.org/Esri/fasttext,

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