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在我的 Windows11、Visual Studio Code、Python 3.10.4、64-bt 上安裝 h5py 時出錯

[英]Error when install h5py on my Windows11, Visual Studio Code, Python 3.10.4, 64-bt

在我的Windows11、Visual Studio Code、Python 3.10.4、64-bt上安裝h5py時遇到錯誤

請參閱帖子末尾的錯誤詳細信息

我的工作過程如下(即我厭倦解決錯誤的方式):

1st: 升級 pip, wheel 和 setuptools : 他們已經滿意了,如下圖

PS C:\users\mreal\appdata\local\programs\python\python310\lib\site-packages> pip3 install --upgrade pip
>>
Requirement already satisfied: pip in c:\users\mreal\appdata\local\programs\python\python310\lib\site-packages (22.1.2)
PS C:\users\mreal\appdata\local\programs\python\python310\lib\site-packages> pip install --upgrade wheel          
Requirement already satisfied: wheel in c:\users\mreal\appdata\local\programs\python\python310\lib\site-packages (0.37.1)
PS C:\users\mreal\appdata\local\programs\python\python310\lib\site-packages>  pip install --upgrade setuptools
Requirement already satisfied: setuptools in c:\users\mreal\appdata\local\programs\python\python310\lib\site-packages (63.2.0)

2nd: 安裝 virtualenv : 已經下載

Requirement already satisfied: virtualenv in c:\users\mreal\appdata\roaming\python\python310\site-packages (20.15.1)
Requirement already satisfied: six<2,>=1.9.0 in c:\users\mreal\appdata\local\programs\python\python310\lib\site-packages (from virtualenv) (1.15.0)
Requirement already satisfied: platformdirs<3,>=2 in c:\users\mreal\appdata\roaming\python\python310\site-packages (from virtualenv) (2.5.2)
Requirement already satisfied: filelock<4,>=3.2 in c:\users\mreal\appdata\roaming\python\python310\site-packages (from virtualenv) (3.7.1)
Requirement already satisfied: distlib<1,>=0.3.1 in c:\users\mreal\appdata\roaming\python\python310\site-packages (from virtualenv) (0.3.5)

第三次安裝 C++ 構建工具:已經下載並准備使用,如下所示在此處輸入圖像描述

第 4 次嘗試通過終端安裝包:獲取錯誤pip install h5py==3.1.0pip install --no-binary=h5py h5py==3.1.0

PS C:\users\mreal\appdata\local\programs\python\python310\lib\site-packages> pip install --no-binary=h5py h5py==3.1.0
Collecting h5py==3.1.0
  Using cached h5py-3.1.0.tar.gz (371 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Installing backend dependencies ... error
  error: subprocess-exited-with-error
  
  × pip subprocess to install backend dependencies did not run successfully.
  │ exit code: 1
  ╰─> [292 lines of output]
      Collecting numpy==1.19.3
        Using cached numpy-1.19.3.zip (7.3 MB)
        Installing build dependencies: started
        Installing build dependencies: finished with status 'done'
        Getting requirements to build wheel: started
        Getting requirements to build wheel: finished with status 'done'
        Preparing metadata (pyproject.toml): started
        Preparing metadata (pyproject.toml): finished with status 'error'
        error: subprocess-exited-with-error

        Preparing metadata (pyproject.toml) did not run successfully.
        exit code: 1

        [267 lines of output]
        setup.py:67: RuntimeWarning: NumPy 1.19.3 may not yet support Python 3.10.
          warnings.warn(
        Running from numpy source directory.
        setup.py:480: UserWarning: Unrecognized setuptools command, proceeding with generating Cython sources and expanding templates  
          run_build = parse_setuppy_commands()
        Processing numpy/random\_bounded_integers.pxd.in
        Processing numpy/random\bit_generator.pyx
        Processing numpy/random\mtrand.pyx
        Processing numpy/random\_bounded_integers.pyx.in
        Processing numpy/random\_common.pyx
        Processing numpy/random\_generator.pyx
        Processing numpy/random\_mt19937.pyx
        Processing numpy/random\_pcg64.pyx
        Processing numpy/random\_philox.pyx
        Processing numpy/random\_sfc64.pyx
        Cythonizing sources
        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\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        blis_info:
          libraries blis not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        openblas_info:
          libraries openblas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\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
          libraries tatlas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        atlas_3_10_blas_info:
          libraries satlas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        atlas_blas_threads_info:
        Setting PTATLAS=ATLAS
          libraries ptf77blas,ptcblas,atlas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        atlas_blas_info:
          libraries f77blas,cblas,atlas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        accelerate_info:
          NOT AVAILABLE
      
        C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\system_info.py:1914: 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.
          if self._calc_info(blas):
        blas_info:
          libraries blas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\system_info.py:1914: 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.
          if self._calc_info(blas):
        blas_src_info:
          NOT AVAILABLE

        C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\system_info.py:1914: 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.
          if self._calc_info(blas):
          NOT AVAILABLE

        non-existing path in 'numpy\\distutils': 'site.cfg'
        lapack_opt_info:
        lapack_mkl_info:
          libraries mkl_rt not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        openblas_lapack_info:
          libraries openblas not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        openblas_clapack_info:
          libraries openblas,lapack not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        flame_info:
          libraries flame not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        atlas_3_10_threads_info:
        Setting PTATLAS=ATLAS
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries tatlas,tatlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries lapack_atlas not found in C:\
          libraries tatlas,tatlas not found in C:\
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
          libraries tatlas,tatlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
        <class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
          NOT AVAILABLE

        atlas_3_10_info:
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries satlas,satlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries lapack_atlas not found in C:\
          libraries satlas,satlas not found in C:\
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
          libraries satlas,satlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
        <class 'numpy.distutils.system_info.atlas_3_10_info'>
          NOT AVAILABLE

        atlas_threads_info:
        Setting PTATLAS=ATLAS
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries ptf77blas,ptcblas,atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries lapack_atlas not found in C:\
          libraries ptf77blas,ptcblas,atlas not found in C:\
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
          libraries ptf77blas,ptcblas,atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
        <class 'numpy.distutils.system_info.atlas_threads_info'>
          NOT AVAILABLE

        atlas_info:
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries f77blas,cblas,atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\lib
          libraries lapack_atlas not found in C:\
          libraries f77blas,cblas,atlas not found in C:\
          libraries lapack_atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
          libraries f77blas,cblas,atlas not found in C:\Users\mreal\AppData\Local\Programs\Python\Python310\libs
        <class 'numpy.distutils.system_info.atlas_info'>
          NOT AVAILABLE

        lapack_info:
          libraries lapack not found in ['C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\lib', 'C:\\', 'C:\\Users\\mreal\\AppData\\Local\\Programs\\Python\\Python310\\libs']
          NOT AVAILABLE

        C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\system_info.py:1748: 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.
          return getattr(self, '_calc_info_{}'.format(name))()
        lapack_src_info:
          NOT AVAILABLE

        C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\system_info.py:1748: 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.
          return getattr(self, '_calc_info_{}'.format(name))()
          NOT AVAILABLE

        numpy_linalg_lapack_lite:
          FOUND:
            language = c
            define_macros = [('HAVE_BLAS_ILP64', None), ('BLAS_SYMBOL_SUFFIX', '64_')]

        C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\dist.py:275: UserWarning: Unknown distribution option: 'define_macros'
          warnings.warn(msg)
        running dist_info
        running build_src
        build_src
        building py_modules sources
        creating build
        creating build\src.win-amd64-3.10
        creating build\src.win-amd64-3.10\numpy
        creating build\src.win-amd64-3.10\numpy\distutils
        building library "npymath" sources
        Traceback (most recent call last):
          File "C:\Users\mreal\AppData\Local\Temp\tmpc2l1c36b_in_process.py", line 363, in <module>
            main()
          File "C:\Users\mreal\AppData\Local\Temp\tmpc2l1c36b_in_process.py", line 345, in main
            json_out['return_val'] = hook(**hook_input['kwargs'])
          File "C:\Users\mreal\AppData\Local\Temp\tmpc2l1c36b_in_process.py", line 164, in prepare_metadata_for_build_wheel
            return hook(metadata_directory, config_settings)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\build_meta.py", line 157, in prepare_metadata_for_build_wheel
            self.run_setup()
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\build_meta.py", line 248, in run_setup
            super(_BuildMetaLegacyBackend,
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\build_meta.py", line 142, in run_setup
            exec(compile(code, __file__, 'exec'), locals())
          File "setup.py", line 508, in <module>
            setup_package()
          File "setup.py", line 500, in setup_package
            setup(**metadata)
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\core.py", line 169, in setup
            return old_setup(**new_attr)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\__init__.py", line 165, in setup
            return distutils.core.setup(**attrs)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\core.py", line 148, in setup
            dist.run_commands()
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 967, in run_commands
            self.run_command(cmd)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 986, in run_command
            cmd_obj.run()
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\command\dist_info.py", line 31, in run
            egg_info.run()
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\egg_info.py", line 24, in run
            self.run_command("build_src")
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\cmd.py", line 313, in run_command
            self.distribution.run_command(command)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\dist.py", line 986, in run_command
            cmd_obj.run()
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\build_src.py", line 144, in run
            self.build_sources()
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\build_src.py", line 155, in build_sources
            self.build_library_sources(*libname_info)
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\build_src.py", line 288, in build_library_sources
            sources = self.generate_sources(sources, (lib_name, build_info))
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\build_src.py", line 378, in generate_sources
            source = func(extension, build_dir)
          File "numpy\core\setup.py", line 658, in get_mathlib_info
            st = config_cmd.try_link('int main(void) { return 0;}')
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 243, in try_link
            self._link(body, headers, include_dirs,
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\config.py", line 162, in _link
            return self._wrap_method(old_config._link, lang,
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\config.py", line 96, in _wrap_method
            ret = mth(*((self,)+args))
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 137, in _link
            (src, obj) = self._compile(body, headers, include_dirs, lang)
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\config.py", line 105, in _compile
            src, obj = self._wrap_method(old_config._compile, lang,
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\command\config.py", line 96, in _wrap_method
            ret = mth(*((self,)+args))
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\command\config.py", line 132, in _compile
            self.compiler.compile([src], include_dirs=include_dirs)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\_msvccompiler.py", line 401, in compile
            self.spawn(args)
          File "C:\Users\mreal\AppData\Local\Temp\pip-build-env-cy6f82db\overlay\Lib\site-packages\setuptools\_distutils\_msvccompiler.py", line 505, in spawn
            return super().spawn(cmd, env=env)
          File "C:\Users\mreal\AppData\Local\Temp\pip-install-m130oaf9\numpy_f66176bbdc274ad0810a0a91798319ab\numpy\distutils\ccompiler.py", line 90, in <lambda>
            m = lambda self, *args, **kw: func(self, *args, **kw)
        TypeError: CCompiler_spawn() got an unexpected keyword argument 'env'
        [end of output]

        note: This error originates from a subprocess, and is likely not a problem with pip.
      error: metadata-generation-failed

      Encountered error while generating package metadata.

      See above for output.

      note: This is an issue with the package mentioned above, not pip.
      hint: See above for details.
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× pip subprocess to install backend dependencies did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.

h5py 3.1 版需要numpy=1.19.3 ,它沒有適用於 python 3.10 的輪子,只有 3.9 並且在 Windows 上從源代碼構建numpy並不容易,因為您需要處理很多需要手動構建的依賴項之前(請參閱錯誤消息中libraries mkl_rt not found )。

因此,我建議:

  • 降級您的python版本,然后安裝您問題中設置的所有版本
  • 考慮更新版本的h5py (具有不同的numpy要求)是否也適合您
  • 嘗試pip install --no-deps h5py==3.1.0並單獨安裝與您的 python 兼容的numpy版本。 不過,這很有可能不起作用。

第一個選項可能是最好的,因為您很可能有需要特定 h5py 版本的原因。 如果您發現自己經常需要針對不同項目使用不同的 Python 版本,請考慮使用conda類的虛擬環境管理器

無需故障排除即可快速解決問題的方法。

請按照步驟進行更新。

  1. 卸載您當前遇到問題的所有軟件包。
  2. 創建虛擬環境:這里如何創建虛擬環境鏈接
  3. 成功創建虛擬環境后 -> 在此處安裝 Anaconda 或 IDE。
  4. 在虛擬環境中安裝所有包。
  5. 通過導入它們進行測試,看看它是否有效。

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