python binding无法正常安装

[passionate11]

运行命令：pip install -U qwen-cpp，请问这个是什么问题？ 报错如下： Collecting qwen-cpp Using cached https://pypi.tuna.tsinghua.edu.cn/packages/a4/76/61e947717636072018ce25a5929af05b0e47538a564cc0c3298935b38a49/qwen-cpp-0.1.3.tar.gz (2.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Installing backend dependencies ... done Preparing metadata (pyproject.toml) ... done Building wheels for collected packages: qwen-cpp Building wheel for qwen-cpp (pyproject.toml) ... error error: subprocess-exited-with-error

× Building wheel for qwen-cpp (pyproject.toml) did not run successfully. │ exit code: 1 ╰─> [522 lines of output] running bdist_wheel running build running build_py creating build creating build/lib.linux-x86_64-cpython-38 creating build/lib.linux-x86_64-cpython-38/qwen_cpp copying qwen_cpp/init.py -> build/lib.linux-x86_64-cpython-38/qwen_cpp copying qwen_cpp/convert.py -> build/lib.linux-x86_64-cpython-38/qwen_cpp creating build/lib.linux-x86_64-cpython-38/tiktoken_cpp copying tiktoken_cpp/registry.py -> build/lib.linux-x86_64-cpython-38/tiktoken_cpp copying tiktoken_cpp/core.py -> build/lib.linux-x86_64-cpython-38/tiktoken_cpp copying tiktoken_cpp/model.py -> build/lib.linux-x86_64-cpython-38/tiktoken_cpp copying tiktoken_cpp/init.py -> build/lib.linux-x86_64-cpython-38/tiktoken_cpp copying tiktoken_cpp/load.py -> build/lib.linux-x86_64-cpython-38/tiktoken_cpp running egg_info writing qwen_cpp.egg-info/PKG-INFO writing dependency_links to qwen_cpp.egg-info/dependency_links.txt writing top-level names to qwen_cpp.egg-info/top_level.txt reading manifest file 'qwen_cpp.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' adding license file 'LICENSE' adding license file 'NOTICE' writing manifest file 'qwen_cpp.egg-info/SOURCES.txt' running build_ext -- The CXX compiler identification is GNU 9.5.0 -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Check for working CXX compiler: /usr/bin/c++ - skipped -- Detecting CXX compile features -- Detecting CXX compile features - done -- Performing Test ABSL_INTERNAL_AT_LEAST_CXX17 -- Performing Test ABSL_INTERNAL_AT_LEAST_CXX17 - Success -- Performing Test CMAKE_HAVE_LIBC_PTHREAD -- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success -- Found Threads: TRUE CMake Warning at third_party/abseil-cpp/CMakeLists.txt:193 (message): The default and system-level install directories are unsupported except in LTS releases of Abseil. Please set CMAKE_INSTALL_PREFIX to install Abseil in your source or build tree directly.

  CMake Deprecation Warning at third_party/ggml/CMakeLists.txt:1 (cmake_minimum_required):
    Compatibility with CMake < 3.5 will be removed from a future version of
    CMake.

    Update the VERSION argument <min> value or use a ...<max> suffix to tell
    CMake that the project does not need compatibility with older versions.

  -- The C compiler identification is GNU 9.5.0
  -- Detecting C compiler ABI info
  -- Detecting C compiler ABI info - done
  -- Check for working C compiler: /usr/bin/cc - skipped
  -- Detecting C compile features
  -- Detecting C compile features - done
  -- CMAKE_SYSTEM_PROCESSOR: x86_64
  -- x86 detected
  -- Linux detected
  -- Found CUDAToolkit: /data1/yaosijia/cuda/cuda_tool/include (found version "11.8.89")
  -- cuBLAS found
  -- The CUDA compiler identification is NVIDIA 11.8.89
  -- Detecting CUDA compiler ABI info
  -- Detecting CUDA compiler ABI info - done
  -- Check for working CUDA compiler: /data1/yaosijia/cuda/cuda_tool/bin/nvcc - skipped
  -- Detecting CUDA compile features
  -- Detecting CUDA compile features - done
  -- GGML CUDA sources found, configuring CUDA architecture
  -- pybind11 v2.11.1
  CMake Warning (dev) at third_party/pybind11/tools/FindPythonLibsNew.cmake:98 (find_package):
    Policy CMP0148 is not set: The FindPythonInterp and FindPythonLibs modules
    are removed.  Run "cmake --help-policy CMP0148" for policy details.  Use
    the cmake_policy command to set the policy and suppress this warning.

  Call Stack (most recent call first):
    third_party/pybind11/tools/pybind11Tools.cmake:50 (find_package)
    third_party/pybind11/tools/pybind11Common.cmake:188 (include)
    third_party/pybind11/CMakeLists.txt:210 (include)
  This warning is for project developers.  Use -Wno-dev to suppress it.

  -- Found PythonInterp: /data1/yaosijia/miniconda3/envs/llms/bin/python (found suitable version "3.8.18", minimum required is "3.6")
  -- Found PythonLibs: /data1/yaosijia/miniconda3/envs/llms/lib/libpython3.8.so
  -- Performing Test HAS_FLTO
  -- Performing Test HAS_FLTO - Success
  -- Configuring done (3.3s)
  -- Generating done (0.1s)
  -- Build files have been written to: /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/build/temp.linux-x86_64-cpython-38/qwen_cpp._C
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  [ 98%] Linking CUDA static library ../../../lib/libggml.a
  [ 98%] Built target ggml
  [ 99%] Building CXX object CMakeFiles/qwen.dir/qwen.cpp.o
  In file included from /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/qwen.h:3,
                   from /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/qwen.cpp:1:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h: In lambda function:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h:33:28: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<std::pair<int, int> >::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
     33 |   if (start_idx + skip + 2 < parts.size()) {
        |       ~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~
  [ 99%] Linking CXX static library lib/libqwen.a
  [ 99%] Built target qwen
  [ 99%] Building CXX object CMakeFiles/main.dir/main.cpp.o
  [ 99%] Building CXX object CMakeFiles/_C.dir/qwen_pybind.cpp.o
  In file included from /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/qwen.h:3,
                   from /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/main.cpp:1:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h: In lambda function:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h:33:28: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<std::pair<int, int> >::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
     33 |   if (start_idx + skip + 2 < parts.size()) {
        |       ~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~
  In file included from /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/qwen_pybind.cpp:1:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h: In lambda function:
  /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/tiktoken.h:33:28: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<std::pair<int, int> >::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
     33 |   if (start_idx + skip + 2 < parts.size()) {
        |       ~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~
  [100%] Linking CXX executable bin/main
  [100%] Built target main
  [100%] Linking CXX shared module /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/build/lib.linux-x86_64-cpython-38/qwen_cpp/_C.cpython-38-x86_64-linux-gnu.so
  /usr/bin/ld: lib/libre2.a(re2.cc.o): relocation R_X86_64_TPOFF32 against symbol `_ZN3re25hooks7contextE' can not be used when making a shared object; recompile with -fPIC
  /usr/bin/ld: failed to set dynamic section sizes: bad value
  collect2: error: ld returned 1 exit status
  gmake[2]: *** [CMakeFiles/_C.dir/build.make:151: /tmp/pip-install-n2646co4/qwen-cpp_a59df2b3f1d1498b81931d8782128509/build/lib.linux-x86_64-cpython-38/qwen_cpp/_C.cpython-38-x86_64-linux-gnu.so] Error 1
  gmake[1]: *** [CMakeFiles/Makefile2:932: CMakeFiles/_C.dir/all] Error 2
  gmake: *** [Makefile:136: all] Error 2
  Traceback (most recent call last):
    File "/data1/yaosijia/miniconda3/envs/llms/lib/python3.8/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
      main()
    File "/data1/yaosijia/miniconda3/envs/llms/lib/python3.8/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
    File "/data1/yaosijia/miniconda3/envs/llms/lib/python3.8/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 251, in build_wheel
      return _build_backend().build_wheel(wheel_directory, config_settings,
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 434, in build_wheel
      return self._build_with_temp_dir(
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 419, in _build_with_temp_dir
      self.run_setup()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 341, in run_setup
      exec(code, locals())
    File "<string>", line 117, in <module>
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/__init__.py", line 103, in setup
      return distutils.core.setup(**attrs)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 185, in setup
      return run_commands(dist)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
      dist.run_commands()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
      self.run_command(cmd)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-vz65qt6b/normal/lib/python3.8/site-packages/wheel/bdist_wheel.py", line 369, in run
      self.run_command("build")
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
      self.distribution.run_command(command)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/command/build.py", line 131, in run
      self.run_command(cmd_name)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
      self.distribution.run_command(command)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/dist.py", line 989, in run_command
      super().run_command(command)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
      cmd_obj.run()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 88, in run
      _build_ext.run(self)
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run
      self.build_extensions()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 467, in build_extensions
      self._build_extensions_serial()
    File "/tmp/pip-build-env-vz65qt6b/overlay/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 493, in _build_extensions_serial
      self.build_extension(ext)
    File "<string>", line 112, in build_extension
    File "/data1/yaosijia/miniconda3/envs/llms/lib/python3.8/subprocess.py", line 516, in run
      raise CalledProcessError(retcode, process.args,
  subprocess.CalledProcessError: Command '['cmake', '--build', '.', '-j']' returned non-zero exit status 2.
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for qwen-cpp Failed to build qwen-cpp ERROR: Could not build wheels for qwen-cpp, which is required to install pyproject.toml-based projects

[cenlibin]

根据 Copilot的回答： 这个错误是由于在尝试链接一个不是以-fPIC（Position Independent Code）选项编译的静态库（在这里是libre2.a）时产生的。在创建共享库或者动态库时，需要所有的对象代码都是位置无关的，也就是说，它们可以在内存中的任何位置执行。

解决这个问题的方法是在编译re2库时添加-fPIC选项。你需要找到编译re2库的CMakeLists.txt文件，然后在其中添加-fPIC编译选项。这通常可以通过在add_library或target_compile_options命令中添加-fPIC来实现。

亲测在 setup.py 102行添加

cmake_args += ["-DCMAKE_CXX_FLAGS=-fPIC"]

再执行

pip install -e .

可行

[zzzcccxx]

根据 Copilot的回答： 这个错误是由于在尝试链接一个不是以-fPIC（Position Independent Code）选项编译的静态库（在这里是libre2.a）时产生的。在创建共享库或者动态库时，需要所有的对象代码都是位置无关的，也就是说，它们可以在内存中的任何位置执行。

解决这个问题的方法是在编译re2库时添加-fPIC选项。你需要找到编译re2库的CMakeLists.txt文件，然后在其中添加-fPIC编译选项。这通常可以通过在add_library或target_compile_options命令中添加-fPIC来实现。

亲测在 setup.py 102行添加

cmake_args += ["-DCMAKE_CXX_FLAGS=-fPIC"]

再执行

pip install -e .

可行

感谢大佬