Can't install python bindings in deepstream:6.2-base

mfoglio · April 11, 2023, 9:35pm

The following docker image works when using nvcr.io/nvidia/deepstream:6.2-devel as base image. However, when using nvcr.io/nvidia/deepstream:6.2-base it throws the following error:

Step 1/39 : FROM nvcr.io/nvidia/deepstream:6.2-base
 ---> 857f7a8f5cea
Step 2/39 : RUN apt update && apt install -y python3-gi python3-dev python3-gst-1.0 python-gi-dev git python-dev     python3 python3-pip python3.8-dev cmake g++ build-essential libglib2.0-dev     libglib2.0-dev-bin libgstreamer1.0-dev libtool m4 autoconf automake libgirepository1.0-dev libcairo2-dev
 ---> Using cache
 ---> 6c1c9b892ca9
Step 3/39 : RUN apt update && apt install -y apt-transport-https ca-certificates
 ---> Using cache
 ---> 6b81032a1268
Step 4/39 : RUN update-ca-certificates
 ---> Using cache
 ---> 241ebf5aaf77
Step 5/39 : RUN mkdir -p /opt/nvidia/deepstream/deepstream-6.2/sources/apps &&     cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps &&     git clone https://github.com/NVIDIA-AI-IOT/deepstream_python_apps.git
 ---> Using cache
 ---> 3324c0bd75f2
Step 6/39 : RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps &&     git checkout 441b50da01779a2afacc60d40cd666d4bdde628e &&     git submodule update --init
 ---> Using cache
 ---> 3dfc82b45e86
Step 7/39 : RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/3rdparty/gst-python/ &&    ./autogen.sh &&    make &&    make install
 ---> Using cache
 ---> f42a849e0090
Step 8/39 : RUN pip3 install --upgrade pip
 ---> Using cache
 ---> f32f6990d65f
Step 9/39 : RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings &&     mkdir build &&     cd build &&     cmake .. &&     make &&     pip3 install pyds-1.1.6-py3-none-linux_x86_64.whl
 ---> Running in 36320e36a68b
-- The C compiler identification is GNU 9.4.0
-- The CXX compiler identification is GNU 9.4.0
-- Check for working C compiler: /usr/bin/cc
-- Check for working C compiler: /usr/bin/cc -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Detecting C compile features
-- Detecting C compile features - done
-- Check for working CXX compiler: /usr/bin/c++
-- Check for working CXX compiler: /usr/bin/c++ -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Configuring done
-- Generating done
-- Build files have been written to: /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings/build
Scanning dependencies of target pyds
[  6%] Building CXX object CMakeFiles/pyds.dir/src/pyds.cpp.o
In file included from /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings/src/pyds.cpp:19:
/opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings/include/bind/bindanalyticsmeta.hpp:21:10: fatal error: nvds_analytics_meta.h: No such file or directory
   21 | #include "nvds_analytics_meta.h"
      |          ^~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
make[2]: *** [CMakeFiles/pyds.dir/build.make:63: CMakeFiles/pyds.dir/src/pyds.cpp.o] Error 1
make[1]: *** [CMakeFiles/Makefile2:105: CMakeFiles/pyds.dir/all] Error 2
make: *** [Makefile:84: all] Error 2
The command '/bin/sh -c cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings &&     mkdir build &&     cd build &&     cmake .. &&     make &&     pip3 install pyds-1.1.6-py3-none-linux_x86_64.whl' returned a non-zero code: 2
Makefile:4: recipe for target 'build' failed
make: *** [build] Error 2

Dockerfile causing the error:

FROM nvcr.io/nvidia/deepstream:6.2-base

# ENV GIT_SSL_NO_VERIFY=1

# SETUP PYTHON AND OTHER DEPENDENCIES
RUN apt update && apt install -y python3-gi python3-dev python3-gst-1.0 python-gi-dev git python-dev \
    python3 python3-pip python3.8-dev cmake g++ build-essential libglib2.0-dev \
    libglib2.0-dev-bin libgstreamer1.0-dev libtool m4 autoconf automake libgirepository1.0-dev libcairo2-dev

# DEEPSTREAM PYTHON BINDINGS
RUN apt update && apt install -y apt-transport-https ca-certificates
RUN update-ca-certificates
RUN mkdir -p /opt/nvidia/deepstream/deepstream-6.2/sources/apps && \
    cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps && \
    git clone https://github.com/NVIDIA-AI-IOT/deepstream_python_apps.git
RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps && \
    git checkout 441b50da01779a2afacc60d40cd666d4bdde628e && \
    git submodule update --init
RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/3rdparty/gst-python/ && \
   ./autogen.sh && \
   make && \
   make install

RUN pip3 install --upgrade pip
RUN cd /opt/nvidia/deepstream/deepstream-6.2/sources/apps/deepstream_python_apps/bindings && \
    mkdir build && \
    cd build && \
    cmake .. && \
    make && \
    pip3 install pyds-1.1.6-py3-none-linux_x86_64.whl

EDIT:

I looked for the file using find / -name nvds_analytics_meta.h but I can’t find it.
Installing additional deepstream dependencies does not help: cd /opt/nvidia/deepstream/deepstream-6.2 && bash user_additional_install.sh

yingliu · April 12, 2023, 3:14am

There is an script to install the python related packages in devel-6.2 docker already, you can refer the usage DeepStream 6.2 is now available for download! - #3 by yingliu.

As there is a way to install python packages in devel docker, may I know why you are still trying adding it in base docker?

mfoglio · April 12, 2023, 3:01pm

Hi @yingliu , thank you for your reply.
The 6.2-base image is only 6.16 GB vs the 6.2-devel image being 10.47GB. According to DeepStream | NVIDIA NGC it seems that devel should be used for development while the base and IoT images should be used for deployment.
Is there a way to install the bindings on the base image?|
Thank you

yuweiw · April 13, 2023, 2:00am

The DeepStream base container do not contain sample apps. So the relevant source dependencies also do not contain. nvds_analytics_meta.h is in sources\includes\nvds_analytics_meta.h. If you want to install the bindings on this image, you need to delete the binding relevanted to the nvds_analytics_meta in the source code.

mfoglio · May 3, 2023, 3:00pm

I solved using a multistage docker image. I build in the devel docker image and then I copy to the base.

system · May 17, 2023, 3:01pm

This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.

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Can't install python bindings in deepstream:6.2-base

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