python+cython+pyav 如何构建一个包含第三方动态链接库的 wheel 包?

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使用 pyav,想要自己打包一个 wheel,但是发现了一些问题 https://github.com/PyAV-Org/PyAV

如果我直接通过 pip install av 安装 pyav,在 pyav 的路径下,会有一个 av.libs 存在 pyav 依赖的第三方动态链接库

先查看 av 的安装路径

╰─➤  pip show av  
Name: av
Version: 10.0.0
Summary: Pythonic bindings for FFmpeg's libraries.
Home-page: https://github.com/PyAV-Org/PyAV
Author: Mike Boers
Author-email: pyav@mikeboers.com
License: BSD
Location: /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages
Requires: 
Required-by: 

可以看到和 av 相关的有三个包

╰─➤  ll /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages | grep av
drwxrwxr-x  11 pon pon 4.0K Nov 30  2022 av
drwxrwxr-x   3 pon pon 4.0K Nov 30  2022 av-10.0.0.dist-info
drwxrwxr-x   2 pon pon 4.0K Nov 30  2022 av.libs

在这个 av.libs 下面有一堆动态链接库

─➤  ll av.libs                                                                                            
total 67M
drwxrwxr-x   2 pon pon 4.0K Nov 30  2022 .
drwxrwxr-x 182 pon pon  12K Feb 27  2023 ..
-rwxrwxr-x   1 pon pon 7.0M Nov 30  2022 libaom-e9efed4a.so.3.2.0
-rwxrwxr-x   1 pon pon 260K Nov 30  2022 libass-8499ab98.so.9.1.3
-rwxrwxr-x   1 pon pon  14M Nov 30  2022 libavcodec-8a88085f.so.59.37.100
-rwxrwxr-x   1 pon pon 120K Nov 30  2022 libavdevice-ed40abdd.so.59.7.100
-rwxrwxr-x   1 pon pon 4.3M Nov 30  2022 libavfilter-2d5314ec.so.8.44.100
-rwxrwxr-x   1 pon pon 2.6M Nov 30  2022 libavformat-20d4e1d0.so.59.27.100
-rwxrwxr-x   1 pon pon 825K Nov 30  2022 libavutil-1701948d.so.57.28.100
-rwxrwxr-x   1 pon pon 327K Nov 30  2022 libbluray-69850b93.so.2.1.2
-rwxrwxr-x   1 pon pon 1.6M Nov 30  2022 libdav1d-df61568f.so.5.1.1
-rwxrwxr-x   1 pon pon 330K Nov 30  2022 libfontconfig-99ba2620.so.1.12.0
-rwxrwxr-x   1 pon pon 701K Nov 30  2022 libfreetype-19bd6cfb.so.6.17.1
-rwxrwxr-x   1 pon pon 126K Nov 30  2022 libfribidi-baef595b.so.0.4.0
-rwxrwxr-x   1 pon pon 484K Nov 30  2022 libgmp-dbb9f291.so.10.4.1
-rwxrwxr-x   1 pon pon 2.3M Nov 30  2022 libgnutls-58994bd7.so.30.31.0
-rwxrwxr-x   1 pon pon 1.1M Nov 30  2022 libharfbuzz-d40f381a.so.0.40100.0
-rw-rw-r--   1 pon pon 318K Nov 30  2022 libhogweed-5d799758.so.6.4
-rwxrwxr-x   1 pon pon 160K Nov 30  2022 liblzma-f3a5963b.so.5.2.5
-rwxrwxr-x   1 pon pon 408K Nov 30  2022 libmp3lame-3ecc6556.so.0.0.0
-rw-rw-r--   1 pon pon 296K Nov 30  2022 libnettle-cb75a9d6.so.8.4
-rwxrwxr-x   1 pon pon  43K Nov 30  2022 libogg-bbd52b06.so.0.8.5
-rwxrwxr-x   1 pon pon 169K Nov 30  2022 libopencore-amrnb-393dbae2.so.0.0.3
-rwxrwxr-x   1 pon pon  81K Nov 30  2022 libopencore-amrwb-9db94aa9.so.0.0.3
-rwxrwxr-x   1 pon pon 521K Nov 30  2022 libopenjp2-0d101c52.so.2.4.0
-rwxrwxr-x   1 pon pon 363K Nov 30  2022 libopus-70bda348.so.0.8.0
-rwxrwxr-x   1 pon pon 192K Nov 30  2022 libpng16-1f529098.so.16.37.0
-rwxrwxr-x   1 pon pon 130K Nov 30  2022 libpostproc-9d3ac700.so.56.6.100
-rwxrwxr-x   1 pon pon 106K Nov 30  2022 libspeex-b6a53f7a.so.1.5.1
-rwxrwxr-x   1 pon pon 130K Nov 30  2022 libswresample-b868a3ce.so.4.7.100
-rwxrwxr-x   1 pon pon 606K Nov 30  2022 libswscale-a6aee226.so.6.7.100
-rwxrwxr-x   1 pon pon 122K Nov 30  2022 libtheoradec-f01ee89e.so.1.1.4
-rwxrwxr-x   1 pon pon 257K Nov 30  2022 libtheoraenc-276df146.so.1.1.2
-rwxrwxr-x   1 pon pon 141K Nov 30  2022 libtwolame-72d74ef7.so.0.0.0
-rwxrwxr-x   1 pon pon 1.6M Nov 30  2022 libunistring-aeeab030.so.2.1.0
-rwxrwxr-x   1 pon pon  21K Nov 30  2022 libuuid-f64cda11.so.1.3.0
-rwxrwxr-x   1 pon pon 701K Nov 30  2022 libvorbisenc-0d9d5bdf.so.2.0.12
-rwxrwxr-x   1 pon pon 239K Nov 30  2022 libvorbis-f4a9a6fd.so.0.4.9
-rwxrwxr-x   1 pon pon 2.1M Nov 30  2022 libvpx-c1705a7a.so.7.0.0
-rwxrwxr-x   1 pon pon 2.2M Nov 30  2022 libx264-2881b7ff.so.164
-rwxrwxr-x   1 pon pon  19M Nov 30  2022 libx265-d8690e8d.so.199
-rwxrwxr-x   1 pon pon  17K Nov 30  2022 libXau-00ec42fe.so.6.0.0
-rwxrwxr-x   1 pon pon 206K Nov 30  2022 libxcb-65da195c.so.1.1.0
-rwxrwxr-x   1 pon pon  26K Nov 30  2022 libxcb-shape-25c2b258.so.0.0.0
-rwxrwxr-x   1 pon pon  25K Nov 30  2022 libxcb-shm-7a199f70.so.0.0.0
-rwxrwxr-x   1 pon pon  53K Nov 30  2022 libxcb-xfixes-9be3ba6f.so.0.0.0
-rwxrwxr-x   1 pon pon 1.6M Nov 30  2022 libxml2-47a785fa.so.2.9.13
-rw-rw-r--   1 pon pon 653K Nov 30  2022 libxvidcore-d29bca61.so.4.3

说明 pyav 是把这些第三方依赖一起打包到了 wheel 文件里面,安装一次性通过 pip 安装了

当我进入 /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av

查看其中任何一个 so 文件的 ldd 信息

_core.cpython-310-x86_64-linux-gnu.so 举例, 可以看到 ldd 信息确实是指向了刚刚的 av.libs 文件夹

─➤  ldd _core.cpython-310-x86_64-linux-gnu.so                      
        linux-vdso.so.1 (0x00007ffc21d9a000)
        libavformat-20d4e1d0.so.59.27.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libavformat-20d4e1d0.so.59.27.100 (0x00007f324ed90000)
        libavcodec-8a88085f.so.59.37.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libavcodec-8a88085f.so.59.37.100 (0x00007f324da73000)
        libavdevice-ed40abdd.so.59.7.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libavdevice-ed40abdd.so.59.7.100 (0x00007f324da54000)
        libavutil-1701948d.so.57.28.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libavutil-1701948d.so.57.28.100 (0x00007f324d876000)
        libavfilter-2d5314ec.so.8.44.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libavfilter-2d5314ec.so.8.44.100 (0x00007f324d425000)
        libswscale-a6aee226.so.6.7.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libswscale-a6aee226.so.6.7.100 (0x00007f324d382000)
        libswresample-b868a3ce.so.4.7.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libswresample-b868a3ce.so.4.7.100 (0x00007f324d360000)
        libpthread.so.0 => /lib/x86_64-linux-gnu/libpthread.so.0 (0x00007f324d331000)
        libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007f324d13f000)
        libm.so.6 => /lib/x86_64-linux-gnu/libm.so.6 (0x00007f324cff0000)
        libxml2-47a785fa.so.2.9.13 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxml2-47a785fa.so.2.9.13 (0x00007f324ce64000)
        libbluray-69850b93.so.2.1.2 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libbluray-69850b93.so.2.1.2 (0x00007f324ce0f000)
        libgmp-dbb9f291.so.10.4.1 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libgmp-dbb9f291.so.10.4.1 (0x00007f324cd96000)
        libz.so.1 => /lib/x86_64-linux-gnu/libz.so.1 (0x00007f324cd7a000)
        libgnutls-58994bd7.so.30.31.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libgnutls-58994bd7.so.30.31.0 (0x00007f324cb41000)
        libvpx-c1705a7a.so.7.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libvpx-c1705a7a.so.7.0.0 (0x00007f324c92c000)
        liblzma-f3a5963b.so.5.2.5 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/liblzma-f3a5963b.so.5.2.5 (0x00007f324c901000)
        libdav1d-df61568f.so.5.1.1 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libdav1d-df61568f.so.5.1.1 (0x00007f324c73b000)
        libopencore-amrwb-9db94aa9.so.0.0.3 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libopencore-amrwb-9db94aa9.so.0.0.3 (0x00007f324c725000)
        libaom-e9efed4a.so.3.2.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libaom-e9efed4a.so.3.2.0 (0x00007f324bfe5000)
        libmp3lame-3ecc6556.so.0.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libmp3lame-3ecc6556.so.0.0.0 (0x00007f324bf51000)
        libopencore-amrnb-393dbae2.so.0.0.3 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libopencore-amrnb-393dbae2.so.0.0.3 (0x00007f324bf23000)
        libopenjp2-0d101c52.so.2.4.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libopenjp2-0d101c52.so.2.4.0 (0x00007f324be9f000)
        libopus-70bda348.so.0.8.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libopus-70bda348.so.0.8.0 (0x00007f324be43000)
        libspeex-b6a53f7a.so.1.5.1 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libspeex-b6a53f7a.so.1.5.1 (0x00007f324be27000)
        libtheoraenc-276df146.so.1.1.2 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libtheoraenc-276df146.so.1.1.2 (0x00007f324bde5000)
        libtheoradec-f01ee89e.so.1.1.4 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libtheoradec-f01ee89e.so.1.1.4 (0x00007f324bdc3000)
        libtwolame-72d74ef7.so.0.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libtwolame-72d74ef7.so.0.0.0 (0x00007f324bd9a000)
        libvorbis-f4a9a6fd.so.0.4.9 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libvorbis-f4a9a6fd.so.0.4.9 (0x00007f324bd5d000)
        libvorbisenc-0d9d5bdf.so.2.0.12 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libvorbisenc-0d9d5bdf.so.2.0.12 (0x00007f324bcac000)
        libx264-2881b7ff.so.164 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libx264-2881b7ff.so.164 (0x00007f324b989000)
        libx265-d8690e8d.so.199 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libx265-d8690e8d.so.199 (0x00007f324a6fd000)
        libxvidcore-d29bca61.so.4.3 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxvidcore-d29bca61.so.4.3 (0x00007f324a5ef000)
        libxcb-65da195c.so.1.1.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxcb-65da195c.so.1.1.0 (0x00007f324a3bc000)
        libxcb-shm-7a199f70.so.0.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxcb-shm-7a199f70.so.0.0.0 (0x00007f324a1b5000)
        libxcb-shape-25c2b258.so.0.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxcb-shape-25c2b258.so.0.0.0 (0x00007f3249fae000)
        libxcb-xfixes-9be3ba6f.so.0.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libxcb-xfixes-9be3ba6f.so.0.0.0 (0x00007f3249d9e000)
        libpostproc-9d3ac700.so.56.6.100 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libpostproc-9d3ac700.so.56.6.100 (0x00007f3249d7c000)
        libass-8499ab98.so.9.1.3 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libass-8499ab98.so.9.1.3 (0x00007f3249d3a000)
        libfontconfig-99ba2620.so.1.12.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libfontconfig-99ba2620.so.1.12.0 (0x00007f3249ce6000)
        libfreetype-19bd6cfb.so.6.17.1 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libfreetype-19bd6cfb.so.6.17.1 (0x00007f3249c35000)
        /lib64/ld-linux-x86-64.so.2 (0x00007f324f03a000)
        libdl.so.2 => /lib/x86_64-linux-gnu/libdl.so.2 (0x00007f3249c2d000)
        libunistring-aeeab030.so.2.1.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libunistring-aeeab030.so.2.1.0 (0x00007f3249aa6000)
        libnettle-cb75a9d6.so.8.4 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libnettle-cb75a9d6.so.8.4 (0x00007f3249a5b000)
        libhogweed-5d799758.so.6.4 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libhogweed-5d799758.so.6.4 (0x00007f3249a0a000)
        libstdc++.so.6 => /lib/x86_64-linux-gnu/libstdc++.so.6 (0x00007f3249828000)
        libgcc_s.so.1 => /lib/x86_64-linux-gnu/libgcc_s.so.1 (0x00007f324980b000)
        libogg-bbd52b06.so.0.8.5 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libogg-bbd52b06.so.0.8.5 (0x00007f32497ff000)
        librt.so.1 => /lib/x86_64-linux-gnu/librt.so.1 (0x00007f32497f5000)
        libXau-00ec42fe.so.6.0.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libXau-00ec42fe.so.6.0.0 (0x00007f32495f0000)
        libfribidi-baef595b.so.0.4.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libfribidi-baef595b.so.0.4.0 (0x00007f32495cd000)
        libharfbuzz-d40f381a.so.0.40100.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libharfbuzz-d40f381a.so.0.40100.0 (0x00007f32494b9000)
        libuuid-f64cda11.so.1.3.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libuuid-f64cda11.so.1.3.0 (0x00007f32492b3000)
        libpng16-1f529098.so.16.37.0 => /home/pon/.local/share/virtualenvs/svddb_sdk-qAt4tE2E/lib/python3.10/site-packages/av/./../av.libs/libpng16-1f529098.so.16.37.0 (0x00007f3249282000)

但是当我想生成一个含有各种第三方动态链接库的 wheel 文件的时候,我不知道该怎么办了

我按照 pyav 的 readme.md 打包出来的 wheel 里面没有这些动态链接库,而是通过相对路径引用的

过程如下:

bash
git clone git@github.com:PyAV-Org/PyAV
cd PyAV
source scripts/activate.sh

# Either install the testing dependencies:
pip install --upgrade -r tests/requirements.txt
# or have it all, including FFmpeg, built/installed for you:
./scripts/build-deps

# Build PyAV.
make
https://github.com/PyAV-Org/PyAV/blob/main/README.md

打包成 wheel

python setup.py sdist bdist_wheel

然后新找了一个虚拟环境去安装这个包

─➤  pip install /home/pon/code/me/github/PyAV/dist/av-10.0.0-cp38-cp38-linux_x86_64.whl
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Processing /home/pon/code/me/github/PyAV/dist/av-10.0.0-cp38-cp38-linux_x86_64.whl
Installing collected packages: av
Successfully installed av-10.0.0

安装好了之后,看了一下是否有 av.libs 文件夹,发现没有

╰─➤  ll /home/pon/.local/share/virtualenvs/ideaboom-KZ0_GR-a/lib/python3.8/site-packages | grep av
drwxrwxr-x 11 pon pon 4.0K Sep 12 09:34 av
drwxrwxr-x  3 pon pon 4.0K Sep 12 09:34 av-10.0.0.dist-info

不过到是不影响使用

因为指向的动态链接库,指到 /lib/x86_64-linux-gnu/ 去了

(ideaboom) ╭─pon@admini ~/.local/share/virtualenvs/ideaboom-KZ0_GR-a/lib/python3.8/site-packages/av  
╰─➤  ldd _core.cpython-38-x86_64-linux-gnu.so                                     
        linux-vdso.so.1 (0x00007ffe2a5ac000)
        libavformat.so.58 => /lib/x86_64-linux-gnu/libavformat.so.58 (0x00007fbb8c7ed000)
        libavcodec.so.58 => /lib/x86_64-linux-gnu/libavcodec.so.58 (0x00007fbb8b22c000)
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        libnsl.so.1 => /lib/x86_64-linux-gnu/libnsl.so.1 (0x00007fbb7fb97000)
        libFLAC.so.8 => /lib/x86_64-linux-gnu/libFLAC.so.8 (0x00007fbb7fb57000)

但是我还是想把这些依赖的动态链接库整到 av.libs 路径中,要怎么搞?


然后我把这个 wheel 包,找了一个 docker 测试了一下

docker pull python:3.8-bookworm

docker run --rm -it -v ./dist:/code python:3.8
-bookworm bash

cd code

PS1="\[\e[1;32m\](base) \[\e[1;34m\]\u@\h:\[\e[0m\]\w# "

alias ll="ls -alh --color"

安装

(base) root@6588d6ebf9be:/code# ll
total 6.3M
drwxrwxr-x 2 1001 1001 4.0K Sep 12 09:22 .
drwxr-xr-x 1 root root 4.0K Sep 12 09:45 ..
-rw-rw-r-- 1 1001 1001 3.9M Sep 12 09:22 av-10.0.0-cp38-cp38-linux_x86_64.whl
-rw-rw-r-- 1 1001 1001 2.4M Sep 12 09:22 av-10.0.0.tar.gz
(base) root@6588d6ebf9be:/code# pip install ./av-10.0.0-cp38-cp38-linux_x86_64.whl





Processing ./av-10.0.0-cp38-cp38-linux_x86_64.whl
Installing collected packages: av
Successfully installed av-10.0.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv

[notice] A new release of pip is available: 23.0.1 -> 23.2.1
[notice] To update, run: pip install --upgrade pip

看一下有没有 av.libs

(base) root@6588d6ebf9be:/code# pip show av
Name: av
Version: 10.0.0
Summary: Pythonic bindings for FFmpeg's libraries.
Home-page: https://github.com/PyAV-Org/PyAV
Author: Mike Boers
Author-email: pyav@mikeboers.com
License: BSD
Location: /usr/local/lib/python3.8/site-packages
Requires: 
Required-by: 
(base) root@6588d6ebf9be:/code# cd /usr/local/lib/python3.8/site-packages
(base) root@6588d6ebf9be:/usr/local/lib/python3.8/site-packages# ll
total 68K
drwxr-xr-x  1 root root 4.0K Sep 12 09:46 .
drwxr-xr-x  1 root root 4.0K Sep  7 13:41 ..
-rw-r--r--  1 root root  119 Sep  7 13:41 README.txt
drwxr-xr-x  1 root root 4.0K Sep 12 09:46 _distutils_hack
drwxr-xr-x 11 root root 4.0K Sep 12 09:46 av
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 av-10.0.0.dist-info
-rw-r--r--  1 root root  152 Sep  7 13:41 distutils-precedence.pth
drwxr-xr-x  1 root root 4.0K Sep 12 09:46 pip
drwxr-xr-x  2 root root 4.0K Sep  7 13:41 pip-23.0.1.dist-info
drwxr-xr-x  5 root root 4.0K Sep  7 13:41 pkg_resources
drwxr-xr-x  6 root root 4.0K Sep  7 13:41 setuptools
drwxr-xr-x  2 root root 4.0K Sep  7 13:41 setuptools-57.5.0.dist-info
drwxr-xr-x  4 root root 4.0K Sep  7 13:41 wheel
drwxr-xr-x  2 root root 4.0K Sep  7 13:41 wheel-0.41.2.dist-info

没有 av.libs

查看 ldd _core.cpython-38-x86_64-linux-gnu.so

(base) root@6588d6ebf9be:/usr/local/lib/python3.8/site-packages# cd av
(base) root@6588d6ebf9be:/usr/local/lib/python3.8/site-packages/av# 
(base) root@6588d6ebf9be:/usr/local/lib/python3.8/site-packages/av# ll
total 3.1M
drwxr-xr-x 11 root root 4.0K Sep 12 09:46 .
drwxr-xr-x  1 root root 4.0K Sep 12 09:46 ..
-rw-r--r--  1 root root    0 Sep 12 09:46 __init__.pxd
-rw-r--r--  1 root root 1.5K Sep 12 09:46 __init__.py
-rw-r--r--  1 root root 1.2K Sep 12 09:46 __main__.py
drwxr-xr-x  2 root root 4.0K Sep 12 09:46 __pycache__
-rwxr-xr-x  1 root root 108K Sep 12 09:46 _core.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root   23 Sep 12 09:46 about.py
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 audio
-rwxr-xr-x  1 root root 139K Sep 12 09:46 buffer.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  134 Sep 12 09:46 buffer.pxd
-rwxr-xr-x  1 root root 104K Sep 12 09:46 bytesource.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  249 Sep 12 09:46 bytesource.pxd
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 codec
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 container
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 data
-rw-r--r--  1 root root 3.0K Sep 12 09:46 datasets.py
-rw-r--r--  1 root root 2.3K Sep 12 09:46 deprecation.py
-rwxr-xr-x  1 root root 116K Sep 12 09:46 descriptor.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  527 Sep 12 09:46 descriptor.pxd
-rwxr-xr-x  1 root root 166K Sep 12 09:46 dictionary.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  182 Sep 12 09:46 dictionary.pxd
-rwxr-xr-x  1 root root 390K Sep 12 09:46 enum.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root   66 Sep 12 09:46 enum.pxd
-rwxr-xr-x  1 root root 348K Sep 12 09:46 error.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  135 Sep 12 09:46 error.pxd
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 filter
-rwxr-xr-x  1 root root 231K Sep 12 09:46 format.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  242 Sep 12 09:46 format.pxd
-rwxr-xr-x  1 root root 185K Sep 12 09:46 frame.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  453 Sep 12 09:46 frame.pxd
-rwxr-xr-x  1 root root 236K Sep 12 09:46 logging.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root   24 Sep 12 09:46 logging.pxd
-rwxr-xr-x  1 root root 172K Sep 12 09:46 option.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  374 Sep 12 09:46 option.pxd
-rwxr-xr-x  1 root root 212K Sep 12 09:46 packet.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  447 Sep 12 09:46 packet.pxd
-rwxr-xr-x  1 root root 167K Sep 12 09:46 plane.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  196 Sep 12 09:46 plane.pxd
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 sidedata
-rwxr-xr-x  1 root root 245K Sep 12 09:46 stream.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  676 Sep 12 09:46 stream.pxd
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 subtitles
-rwxr-xr-x  1 root root 127K Sep 12 09:46 utils.cpython-38-x86_64-linux-gnu.so
-rw-r--r--  1 root root  523 Sep 12 09:46 utils.pxd
drwxr-xr-x  3 root root 4.0K Sep 12 09:46 video

发现和 libav 相关的都是 not found

(base) root@6588d6ebf9be:/usr/local/lib/python3.8/site-packages/av# ldd _core.cpython-38-x86_64-linux-gnu.so
        linux-vdso.so.1 (0x00007fff4f87d000)
        libavformat.so.58 => not found
        libavcodec.so.58 => not found
        libavdevice.so.58 => not found
        libavutil.so.56 => not found
        libavfilter.so.7 => not found
        libswscale.so.5 => not found
        libswresample.so.3 => not found
        libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007fa8ba68e000)
        /lib64/ld-linux-x86-64.so.2 (0x00007fa8ba887000)

说明 pyav 依赖的 libav 等第三方库并没有被包含到 wheel 文件中

回复
1个回答
avatar
test
2024-06-27

答案,需要使用 auditwheel、delocate 这样的工具

参考:

在 linux 存储这些第四方动态链接库,一般都是放在第三方包同级的 xxx.libs 文件夹下面

但是好像不也全是这样,比如 linux 下的 pandas 包,是放到 pandas/_libs/ 下面的

─➤  ll /home/pon/.local/share/virtualenvs/svddb_testing-xLs9aDku/lib/python3.10/site-packages/pandas/_libs/            
   inode Permissions Links Size Blocks User Group Date Modified Name
17045879 .rw-rw-r--      1  323      8 pon  pon   12 2月  23:52 __init__.py
17045986 drwxrwxr-x      2    -      - pon  pon   12 2月  23:52 __pycache__
17045814 .rwxrwxr-x      1 2.0M   3992 pon  pon   12 2月  23:52 algos.cpython-310-x86_64-linux-gnu.so
17045831 .rw-rw-r--      1  440      8 pon  pon   12 2月  23:52 algos.pxd
17045877 .rw-rw-r--      1  15k     32 pon  pon   12 2月  23:52 algos.pyi
17045810 .rw-rw-r--      1  51k    104 pon  pon   12 2月  23:52 algos.pyx
17045871 .rw-rw-r--      1 2.3k      8 pon  pon   12 2月  23:52 algos_common_helper.pxi.in
17045863 .rw-rw-r--      1 6.1k     16 pon  pon   12 2月  23:52 algos_take_helper.pxi.in
17045883 .rwxrwxr-x      1  93k    184 pon  pon   12 2月  23:52 arrays.cpython-310-x86_64-linux-gnu.so
17045866 .rw-rw-r--      1  233      8 pon  pon   12 2月  23:52 arrays.pxd
17045811 .rw-rw-r--      1  940      8 pon  pon   12 2月  23:52 arrays.pyi
17045808 .rw-rw-r--      1 5.9k     16 pon  pon   12 2月  23:52 arrays.pyx
17045812 .rw-rw-r--      1  510      8 pon  pon   12 2月  23:52 dtypes.pxd
17045874 .rwxrwxr-x      1 2.0M   3952 pon  pon   12 2月  23:52 groupby.cpython-310-x86_64-linux-gnu.so
17045829 .rw-rw-r--      1 6.2k     16 pon  pon   12 2月  23:52 groupby.pyi
17045882 .rw-rw-r--      1  56k    112 pon  pon   12 2月  23:52 groupby.pyx
17045826 .rwxrwxr-x      1 192k    376 pon  pon   12 2月  23:52 hashing.cpython-310-x86_64-linux-gnu.so
17045841 .rw-rw-r--      1  181      8 pon  pon   12 2月  23:52 hashing.pyi
17045846 .rw-rw-r--      1 4.8k     16 pon  pon   12 2月  23:52 hashing.pyx
17045809 .rwxrwxr-x      1 1.6M   3104 pon  pon   12 2月  23:52 hashtable.cpython-310-x86_64-linux-gnu.so
17045845 .rw-rw-r--      1 3.2k      8 pon  pon   12 2月  23:52 hashtable.pxd
17045844 .rw-rw-r--      1 6.1k     16 pon  pon   12 2月  23:52 hashtable.pyi
17045803 .rw-rw-r--      1 4.6k     16 pon  pon   12 2月  23:52 hashtable.pyx
17045857 .rw-rw-r--      1  48k     96 pon  pon   12 2月  23:52 hashtable_class_helper.pxi.in
17045825 .rw-rw-r--      1  14k     32 pon  pon   12 2月  23:52 hashtable_func_helper.pxi.in
17045828 .rwxrwxr-x      1 628k   1232 pon  pon   12 2月  23:52 index.cpython-310-x86_64-linux-gnu.so
17045878 .rw-rw-r--      1 3.1k      8 pon  pon   12 2月  23:52 index.pyi
17045800 .rw-rw-r--      1  34k     72 pon  pon   12 2月  23:52 index.pyx
17045869 .rw-rw-r--      1 2.0k      8 pon  pon   12 2月  23:52 index_class_helper.pxi.in
17045870 .rwxrwxr-x      1  50k    104 pon  pon   12 2月  23:52 indexing.cpython-310-x86_64-linux-gnu.so
17045819 .rw-rw-r--      1  427      8 pon  pon   12 2月  23:52 indexing.pyi
17045848 .rw-rw-r--      1  778      8 pon  pon   12 2月  23:52 indexing.pyx
17045833 .rwxrwxr-x      1 351k    688 pon  pon   12 2月  23:52 internals.cpython-310-x86_64-linux-gnu.so
17045852 .rw-rw-r--      1 2.4k      8 pon  pon   12 2月  23:52 internals.pyi
17045858 .rw-rw-r--      1  24k     48 pon  pon   12 2月  23:52 internals.pyx
17045862 .rwxrwxr-x      1 1.4M   2672 pon  pon   12 2月  23:52 interval.cpython-310-x86_64-linux-gnu.so
17045853 .rw-rw-r--      1 5.4k     16 pon  pon   12 2月  23:52 interval.pyi
17045820 .rw-rw-r--      1  18k     40 pon  pon   12 2月  23:52 interval.pyx
17045835 .rw-rw-r--      1  15k     32 pon  pon   12 2月  23:52 intervaltree.pxi.in
17045815 .rwxrwxr-x      1 2.5M   4904 pon  pon   12 2月  23:52 join.cpython-310-x86_64-linux-gnu.so
17045807 .rw-rw-r--      1 2.6k      8 pon  pon   12 2月  23:52 join.pyi
17045851 .rw-rw-r--      1  28k     56 pon  pon   12 2月  23:52 join.pyx
17045832 .rwxrwxr-x      1  94k    184 pon  pon   12 2月  23:52 json.cpython-310-x86_64-linux-gnu.so
17045842 .rw-rw-r--      1  484      8 pon  pon   12 2月  23:52 json.pyi
17045864 .rw-rw-r--      1 3.8k      8 pon  pon   12 2月  23:52 khash.pxd
17045813 .rw-rw-r--      1 1.4k      8 pon  pon   12 2月  23:52 khash_for_primitive_helper.pxi.in
17045801 .rwxrwxr-x      1 702k   1376 pon  pon   12 2月  23:52 lib.cpython-310-x86_64-linux-gnu.so
17045849 .rw-rw-r--      1  139      8 pon  pon   12 2月  23:52 lib.pxd
17045837 .rw-rw-r--      1 7.7k     16 pon  pon   12 2月  23:52 lib.pyi
17045821 .rw-rw-r--      1  92k    184 pon  pon   12 2月  23:52 lib.pyx
17045805 .rwxrwxr-x      1 193k    384 pon  pon   12 2月  23:52 missing.cpython-310-x86_64-linux-gnu.so
17045824 .rw-rw-r--      1  408      8 pon  pon   12 2月  23:52 missing.pxd
17045872 .rw-rw-r--      1  675      8 pon  pon   12 2月  23:52 missing.pyi
17045834 .rw-rw-r--      1  14k     32 pon  pon   12 2月  23:52 missing.pyx
17045868 .rwxrwxr-x      1 240k    472 pon  pon   12 2月  23:52 ops.cpython-310-x86_64-linux-gnu.so
17045855 .rw-rw-r--      1 1.3k      8 pon  pon   12 2月  23:52 ops.pyi
17045850 .rw-rw-r--      1 7.8k     16 pon  pon   12 2月  23:52 ops.pyx
17045802 .rwxrwxr-x      1  61k    120 pon  pon   12 2月  23:52 ops_dispatch.cpython-310-x86_64-linux-gnu.so
17045817 .rw-rw-r--      1  124      8 pon  pon   12 2月  23:52 ops_dispatch.pyi
17045839 .rw-rw-r--      1 2.6k      8 pon  pon   12 2月  23:52 ops_dispatch.pyx
17045822 .rwxrwxr-x      1 543k   1064 pon  pon   12 2月  23:52 parsers.cpython-310-x86_64-linux-gnu.so
17045830 .rw-rw-r--      1 2.2k      8 pon  pon   12 2月  23:52 parsers.pyi
17045818 .rw-rw-r--      1  70k    136 pon  pon   12 2月  23:52 parsers.pyx
17045816 .rwxrwxr-x      1  63k    128 pon  pon   12 2月  23:52 properties.cpython-310-x86_64-linux-gnu.so
17045806 .rw-rw-r--      1  718      8 pon  pon   12 2月  23:52 properties.pyi
17045881 .rw-rw-r--      1 1.6k      8 pon  pon   12 2月  23:52 properties.pyx
17045867 .rwxrwxr-x      1  32k     64 pon  pon   12 2月  23:52 reduction.cpython-310-x86_64-linux-gnu.so
17045859 .rw-rw-r--      1  214      8 pon  pon   12 2月  23:52 reduction.pyi
17045838 .rw-rw-r--      1 1.1k      8 pon  pon   12 2月  23:52 reduction.pyx
17045827 .rwxrwxr-x      1 272k    536 pon  pon   12 2月  23:52 reshape.cpython-310-x86_64-linux-gnu.so
17045873 .rw-rw-r--      1  419      8 pon  pon   12 2月  23:52 reshape.pyi
17045875 .rw-rw-r--      1 3.4k      8 pon  pon   12 2月  23:52 reshape.pyx
17045843 .rwxrwxr-x      1 870k   1704 pon  pon   12 2月  23:52 sparse.cpython-310-x86_64-linux-gnu.so
17045856 .rw-rw-r--      1 1.4k      8 pon  pon   12 2月  23:52 sparse.pyi
17045884 .rw-rw-r--      1  21k     48 pon  pon   12 2月  23:52 sparse.pyx
17045804 .rw-rw-r--      1 9.4k     24 pon  pon   12 2月  23:52 sparse_op_helper.pxi.in
17045823 .rwxrwxr-x      1  93k    184 pon  pon   12 2月  23:52 testing.cpython-310-x86_64-linux-gnu.so
17045861 .rw-rw-r--      1  243      8 pon  pon   12 2月  23:52 testing.pyi
17045847 .rw-rw-r--      1 5.9k     16 pon  pon   12 2月  23:52 testing.pyx
17045840 .rwxrwxr-x      1 331k    648 pon  pon   12 2月  23:52 tslib.cpython-310-x86_64-linux-gnu.so
17045865 .rw-rw-r--      1  766      8 pon  pon   12 2月  23:52 tslib.pyi
17045854 .rw-rw-r--      1  29k     64 pon  pon   12 2月  23:52 tslib.pyx
17045885 drwxrwxr-x      3    -      - pon  pon   12 2月  23:52 tslibs
17045880 .rw-rw-r--      1  272      8 pon  pon   12 2月  23:52 util.pxd
17045948 drwxrwxr-x      3    -      - pon  pon   12 2月  23:52 window
17045836 .rwxrwxr-x      1 221k    432 pon  pon   12 2月  23:52 writers.cpython-310-x86_64-linux-gnu.so
17045876 .rw-rw-r--      1  543      8 pon  pon   12 2月  23:52 writers.pyi
17045860 .rw-rw-r--      1 4.5k     16 pon  pon   12 2月  23:52 writers.pyx

好了,回答问题本身

我一开始是以 pyav 为切入点,但是 pyav 的 github 的仓库中,并没有提供任何线索来告诉我,这些 libav 相关的第四方依赖是怎么进入 wheel 文件的

但是我发现还有其他库也是这样实现的

(svddb_sdk) ╭─pon@amd5700g ~/.local/share/virtualenvs/svddb_sdk-oJGZEtXx/lib/python3.10/site-packages  
╰─➤  ll | grep .libs                                                                                        
17056431 drwxrwxr-x      2    -      - pon  pon   12 2月  23:56 av.libs
17060238 drwxrwxr-x      2    -      - pon  pon   12 2月  23:56 numpy.libs
17073792 drwxrwxr-x      2    -      - pon  pon   12 2月  23:56 opencv_python.libs
17060002 drwxrwxr-x      2    -      - pon  pon   12 2月  23:56 Pillow.libs
17182651 drwxrwxr-x      2    -      - pon  pon   12 2月  23:56 torchvision.libs

所以,可以从 numpy、Pillow 入手研究也可以

(未完待续)


所以,我们正常执行 pyav 的编译之后

git clone git@github.com:PyAV-Org/PyAV
cd PyAV
source scripts/activate.sh

# Either install the testing dependencies:
pip install --upgrade -r tests/requirements.txt
# or have it all, including FFmpeg, built/installed for you:
./scripts/build-deps

# Build PyAV.
make

在执行 python setup.py sdist bdist_wheel 生成对应的 wheel 文件,比如生成 dist/av-10.0.0-cp310-cp310-linux_x86_64.whl

然后使用 编译 pyav 成 wheel 并使用 auditwheel 固化动态链接库 里面的方式,使用 auditwheel repair 实现偷天换日

想验证替换是否成功了?执行 auditwheel show ./wheelhouse/av-10.0.0-cp310-cp310-manylinux_2_35_x86_64.whl 查看 wheel 文件信息即可

注意,此时的 wheel 名称和之前不一样了,会变成类似这样的格式: wheelhouse/av-10.0.0-cp310-cp310-manylinux_2_35_x86_64.whl

如果你想知道 manylinux_2_35 是什么含义,可以参考:pypa/manylinux

一些子问题:


打包的时候,需要注意宿主机的各种环境

可参考:

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