python binding无法正常安装
passionate11 opened this issue · 2 comments
passionate11 commented
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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[ 85%] Built target flags_reflection
[ 85%] Building CXX object third_party/abseil-cpp/absl/flags/CMakeFiles/flags.dir/flag.cc.o
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[ 87%] Building CXX object third_party/re2/CMakeFiles/re2.dir/re2/dfa.cc.o
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[ 93%] Building CXX object third_party/re2/CMakeFiles/re2.dir/util/rune.cc.o
[ 94%] Linking CXX static library ../../../../lib/libabsl_log_flags.a
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[ 95%] Linking CXX static library ../../../../lib/libabsl_flags_usage_internal.a
[ 95%] Built target flags_usage_internal
[ 95%] Building CXX object third_party/abseil-cpp/absl/flags/CMakeFiles/flags_usage.dir/usage.cc.o
[ 96%] Linking CXX static library ../../../../lib/libabsl_flags_usage.a
[ 96%] Built target flags_usage
[ 97%] Building CXX object third_party/abseil-cpp/absl/flags/CMakeFiles/flags_parse.dir/parse.cc.o
[ 98%] Linking CXX static library ../../lib/libre2.a
[ 98%] Built target re2
[ 98%] Linking CXX static library ../../../../lib/libabsl_flags_parse.a
[ 98%] Built target flags_parse
[ 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 commented
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 commented
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