【错误记录】Mac 中 Python 报错 ( ERROR: Could not build wheels for numpy which use PEP 517 | 问题未解决 | 问题记录 )(一)

简介: 【错误记录】Mac 中 Python 报错 ( ERROR: Could not build wheels for numpy which use PEP 517 | 问题未解决 | 问题记录 )(一)

文章目录

一、报错信息

二、解决方案





一、报错信息


首先 , 更新 pip ; 执行如下命令 :


/usr/local/bin/python3 -m pip install --upgrade pip


执行结果 :


octopus-2:~ octopus$ /usr/local/bin/python3 -m pip install --upgrade pip
Requirement already satisfied: pip in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (21.2.3)
Collecting pip
  Downloading pip-21.2.4-py3-none-any.whl (1.6 MB)
     |████████████████████████████████| 1.6 MB 203 kB/s 
Installing collected packages: pip
  Attempting uninstall: pip
    Found existing installation: pip 21.2.3
    Uninstalling pip-21.2.3:
      Successfully uninstalled pip-21.2.3
  WARNING: The scripts pip, pip3 and pip3.10 are installed in '/Library/Frameworks/Python.framework/Versions/3.10/bin' which is not on PATH.
  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
Successfully installed pip-21.2.4
octopus-2:~ octopus$

image.png


/usr/local/bin/python3 -m pip install numpy

image.png



octopus-2:~ octopus$ /usr/local/bin/python3 -m pip install numpy
Collecting numpy
  Using cached numpy-1.21.2.zip (10.3 MB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
    Preparing wheel metadata ... done
Building wheels for collected packages: numpy
  Building wheel for numpy (PEP 517) ... error
  ERROR: Command errored out with exit status 1:
   command: /usr/local/bin/python3 /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/pip/_vendor/pep517/in_process/_in_process.py build_wheel /var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/tmpgnwq6rfl
       cwd: /private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891
  Complete output (152 lines):
  setup.py:63: RuntimeWarning: NumPy 1.21.2 may not yet support Python 3.10.
    warnings.warn(
  Running from numpy source directory.
  /private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/tools/cythonize.py:69: DeprecationWarning: The distutils package is deprecated and slated for removal in Python 3.12. Use setuptools or check PEP 632 for potential alternatives
    from distutils.version import LooseVersion
  Processing numpy/random/_bounded_integers.pxd.in
  Processing numpy/random/_philox.pyx
  Processing numpy/random/_bounded_integers.pyx.in
  Processing numpy/random/_sfc64.pyx
  Processing numpy/random/_mt19937.pyx
  Processing numpy/random/bit_generator.pyx
  Processing numpy/random/mtrand.pyx
  Processing numpy/random/_generator.pyx
  Processing numpy/random/_pcg64.pyx
  Processing numpy/random/_common.pyx
  Cythonizing sources
  blas_opt_info:
  blas_mkl_info:
  customize UnixCCompiler
    libraries mkl_rt not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  blis_info:
    libraries blis not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  openblas_info:
    libraries openblas not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  accelerate_info:
    libraries accelerate not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
  Library accelerate was not found. Ignoring
    libraries veclib not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
  Library veclib was not found. Ignoring
    FOUND:
      extra_compile_args = ['-msse3', '-I/System/Library/Frameworks/vecLib.framework/Headers']
      extra_link_args = ['-Wl,-framework', '-Wl,Accelerate']
      define_macros = [('NO_ATLAS_INFO', 3), ('HAVE_CBLAS', None)]
    FOUND:
      extra_compile_args = ['-msse3', '-I/System/Library/Frameworks/vecLib.framework/Headers']
      extra_link_args = ['-Wl,-framework', '-Wl,Accelerate']
      define_macros = [('NO_ATLAS_INFO', 3), ('HAVE_CBLAS', None)]
  non-existing path in 'numpy/distutils': 'site.cfg'
  lapack_opt_info:
  lapack_mkl_info:
    libraries mkl_rt not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  openblas_lapack_info:
    libraries openblas not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  openblas_clapack_info:
    libraries openblas,lapack not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
  flame_info:
    libraries flame not found in ['/Library/Frameworks/Python.framework/Versions/3.10/lib', '/usr/local/lib', '/usr/lib']
    NOT AVAILABLE
    FOUND:
      extra_compile_args = ['-msse3', '-I/System/Library/Frameworks/vecLib.framework/Headers']
      extra_link_args = ['-Wl,-framework', '-Wl,Accelerate']
      define_macros = [('NO_ATLAS_INFO', 3), ('HAVE_CBLAS', None)]
  Warning: attempted relative import with no known parent package
  /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/dist.py:274: UserWarning: Unknown distribution option: 'define_macros'
    warnings.warn(msg)
  running bdist_wheel
  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.macosx-10.9-universal2-3.10
  creating build/src.macosx-10.9-universal2-3.10/numpy
  creating build/src.macosx-10.9-universal2-3.10/numpy/distutils
  building library "npymath" sources
  Could not locate executable gfortran
  Could not locate executable f95
  Could not locate executable f90
  Could not locate executable f77
  Could not locate executable xlf90
  Could not locate executable xlf
  Could not locate executable ifort
  Could not locate executable ifc
  Could not locate executable g77
  Could not locate executable g95
  Could not locate executable pgfortran
  don't know how to compile Fortran code on platform 'posix'
  xcrun: error: invalid active developer path (/Library/Developer/CommandLineTools), missing xcrun at: /Library/Developer/CommandLineTools/usr/bin/xcrun
  Traceback (most recent call last):
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/pip/_vendor/pep517/in_process/_in_process.py", line 349, in <module>
      main()
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/pip/_vendor/pep517/in_process/_in_process.py", line 331, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/pip/_vendor/pep517/in_process/_in_process.py", line 248, in build_wheel
      return _build_backend().build_wheel(wheel_directory, config_settings,
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 211, in build_wheel
      return self._build_with_temp_dir(['bdist_wheel'], '.whl',
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 197, in _build_with_temp_dir
      self.run_setup()
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 248, in run_setup
      super(_BuildMetaLegacyBackend,
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 142, in run_setup
      exec(compile(code, __file__, 'exec'), locals())
    File "setup.py", line 448, in <module>
      setup_package()
    File "setup.py", line 440, in setup_package
      setup(**metadata)
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/core.py", line 169, in setup
      return old_setup(**new_attr)
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/setuptools/__init__.py", line 165, in setup
      return distutils.core.setup(**attrs)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/core.py", line 148, in setup
      dist.run_commands()
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/dist.py", line 966, in run_commands
      self.run_command(cmd)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-build-env-hb313o5v/overlay/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 299, in run
      self.run_command('build')
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/command/build.py", line 61, in run
      old_build.run(self)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/command/build.py", line 135, in run
      self.run_command(cmd_name)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/command/build_src.py", line 144, in run
      self.build_sources()
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/command/build_src.py", line 155, in build_sources
      self.build_library_sources(*libname_info)
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/command/build_src.py", line 288, in build_library_sources
      sources = self.generate_sources(sources, (lib_name, build_info))
    File "/private/var/folders/62/vmczqsnn1pq23nd3m8l20tgm0000gn/T/pip-install-rwma8x2f/numpy_7b31547f15ca407ca1bc3a1f7739e891/numpy/distutils/command/build_src.py", line 378, in generate_sources
      source = func(extension, build_dir)
    File "numpy/core/setup.py", line 666, in get_mathlib_info
      raise RuntimeError("Broken toolchain: cannot link a simple C program")
  RuntimeError: Broken toolchain: cannot link a simple C program
  ----------------------------------------
  ERROR: Failed building wheel for numpy
Failed to build numpy
ERROR: Could not build wheels for numpy which use PEP 517 and cannot be installed directly
octopus-2:~ octopus$







二、解决方案


该错误只在 Mac 中存在 , 在 Windows 中可以正常运行 ;


Mac 上没有解决 ;


在此处做个记录 , 之后遇到再解决 ;


目录
相关文章
|
10月前
|
存储 Java 数据处理
(numpy)Python做数据处理必备框架!(一):认识numpy;从概念层面开始学习ndarray数组:形状、数组转置、数值范围、矩阵...
Numpy是什么? numpy是Python中科学计算的基础包。 它是一个Python库,提供多维数组对象、各种派生对象(例如掩码数组和矩阵)以及用于对数组进行快速操作的各种方法,包括数学、逻辑、形状操作、排序、选择、I/0 、离散傅里叶变换、基本线性代数、基本统计运算、随机模拟等等。 Numpy能做什么? numpy的部分功能如下: ndarray,一个具有矢量算术运算和复杂广播能力的快速且节省空间的多维数组 用于对整组数据进行快速运算的标准数学函数(无需编写循环)。 用于读写磁盘数据的工具以及用于操作内存映射文件的工具。 线性代数、随机数生成以及傅里叶变换功能。 用于集成由C、C++
730 1
|
10月前
|
Java 数据处理 索引
(numpy)Python做数据处理必备框架!(二):ndarray切片的使用与运算;常见的ndarray函数:平方根、正余弦、自然对数、指数、幂等运算;统计函数:方差、均值、极差;比较函数...
ndarray切片 索引从0开始 索引/切片类型 描述/用法 基本索引 通过整数索引直接访问元素。 行/列切片 使用冒号:切片语法选择行或列的子集 连续切片 从起始索引到结束索引按步长切片 使用slice函数 通过slice(start,stop,strp)定义切片规则 布尔索引 通过布尔条件筛选满足条件的元素。支持逻辑运算符 &、|。
434 0
|
11月前
|
异构计算 Python
ERROR: pip’s dependency resolver does not currently take into 报错-Python项目依赖冲突的解决方案-优雅草优雅草卓伊凡
ERROR: pip’s dependency resolver does not currently take into 报错-Python项目依赖冲突的解决方案-优雅草优雅草卓伊凡
817 1
|
11月前
|
人工智能 Shell Python
ERROR: pip’s dependency resolver does not currently take into 报错-Python项目依赖冲突的解决方案-优雅草优雅草卓伊凡
ERROR: pip’s dependency resolver does not currently take into 报错-Python项目依赖冲突的解决方案-优雅草优雅草卓伊凡
385 0
|
12月前
|
存储 数据采集 数据处理
Pandas与NumPy:Python数据处理的双剑合璧
Pandas与NumPy是Python数据科学的核心工具。NumPy以高效的多维数组支持数值计算,适用于大规模矩阵运算;Pandas则提供灵活的DataFrame结构,擅长处理表格型数据与缺失值。二者在性能与功能上各具优势,协同构建现代数据分析的技术基石。
852 0
|
数据采集 机器学习/深度学习 边缘计算
Python爬虫动态IP代理报错全解析:从问题定位到实战优化
本文详解爬虫代理设置常见报错场景及解决方案,涵盖IP失效、403封禁、性能瓶颈等问题,提供动态IP代理的12种核心处理方案及完整代码实现,助力提升爬虫系统稳定性。
616 0
|
Python
解决Python报错:DataFrame对象没有concat属性的多种方法(解决方案汇总)
总的来说,解决“DataFrame对象没有concat属性”的错误的关键是理解concat函数应该如何正确使用,以及Pandas库提供了哪些其他的数据连接方法。希望这些方法能帮助你解决问题。记住,编程就像是解谜游戏,每一个错误都是一个谜题,解决它们需要耐心和细心。
662 15
|
人工智能 Shell 开发工具
[oeasy]python065python报错怎么办_try_试着来_except_发现异常
本文介绍了Python中处理异常的基本方法,重点讲解了`try`和`except`的用法。通过一个计算苹果重量的小程序示例,展示了如何捕获用户输入错误并进行处理。主要内容包括: 1. **回顾上次内容**:简要回顾了Shell环境、Python3游乐场和Vim编辑器的使用。 2. **编写程序**:编写了一个简单的程序来计算苹果的总重量,但发现由于输入类型问题导致结果错误。 3. **调试与修正**:通过调试发现输入函数返回的是字符串类型,需要将其转换为整数类型才能正确计算。
481 32
|
11月前
|
数据采集 机器学习/深度学习 人工智能
Python:现代编程的首选语言
Python:现代编程的首选语言
1680 102
|
11月前
|
数据采集 机器学习/深度学习 算法框架/工具
Python:现代编程的瑞士军刀
Python:现代编程的瑞士军刀
515 104

推荐镜像

更多