I opened a bash into nvcr.io/nvidia/deepstream:6.0-samples. I tried to run the example but Python cannot find the module gi. Therefore I tried to compile and install the bindings. New error during autogen.sh execution.
ln: failed to create symbolic link '.git/hooks/pre-commit': Not a directory
+ check for build tools
checking for autoconf >= 2.60 ... found 2.69, ok.
checking for automake >= 1.10 ... found 1.15.1, ok.
checking for libtoolize >= 1.5.0 ... found 2.4.6, ok.
checking for pkg-config >= 0.8.0 ... found 0.29.1, ok.
+ checking for autogen.sh options
This autogen script will automatically run ./configure as:
./configure --enable-maintainer-mode
To pass any additional options, please specify them on the ./autogen.sh
command line.
+ running libtoolize --copy --force...
libtoolize: putting auxiliary files in '.'.
libtoolize: copying file './ltmain.sh'
libtoolize: putting macros in 'm4'.
libtoolize: copying file 'm4/libtool.m4'
libtoolize: copying file 'm4/ltoptions.m4'
libtoolize: copying file 'm4/ltsugar.m4'
libtoolize: copying file 'm4/ltversion.m4'
libtoolize: copying file 'm4/lt~obsolete.m4'
libtoolize: Consider adding 'AC_CONFIG_MACRO_DIRS([m4])' to configure.ac,
libtoolize: and rerunning libtoolize and aclocal.
+ running aclocal -I m4 -I common/m4 ...
+ running autoheader ...
+ running autoconf ...
+ running automake -a -c -Wno-portability...
configure.ac:47: installing './compile'
configure.ac:10: installing './config.guess'
configure.ac:10: installing './config.sub'
configure.ac:13: installing './install-sh'
configure.ac:13: installing './missing'
Makefile.am: installing './INSTALL'
gi/overrides/Makefile.am: installing './depcomp'
gi/overrides/Makefile.am:7: installing './py-compile'
plugin/Makefile.am:3: warning: 'INCLUDES' is the old name for 'AM_CPPFLAGS' (or '*_CPPFLAGS')
+ running configure ...
./configure default flags: --enable-maintainer-mode
checking build system type... x86_64-pc-linux-gnu
checking host system type... x86_64-pc-linux-gnu
checking target system type... x86_64-pc-linux-gnu
checking for a BSD-compatible install... /usr/bin/install -c
checking whether build environment is sane... yes
checking for a thread-safe mkdir -p... /bin/mkdir -p
checking for gawk... no
checking for mawk... mawk
checking whether make sets $(MAKE)... yes
checking whether make supports nested variables... yes
checking whether UID '0' is supported by ustar format... yes
checking whether GID '0' is supported by ustar format... yes
checking how to create a ustar tar archive... gnutar
checking nano version... 0 (release)
checking whether to enable maintainer-specific portions of Makefiles... yes
checking whether make supports nested variables... (cached) yes
checking how to print strings... printf
checking for style of include used by make... GNU
checking for gcc... gcc
checking whether the C compiler works... yes
checking for C compiler default output file name... a.out
checking for suffix of executables...
checking whether we are cross compiling... no
checking for suffix of object files... o
checking whether we are using the GNU C compiler... yes
checking whether gcc accepts -g... yes
checking for gcc option to accept ISO C89... none needed
checking whether gcc understands -c and -o together... yes
checking dependency style of gcc... gcc3
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checking for fgrep... /bin/grep -F
checking for ld used by gcc... /usr/bin/ld
checking if the linker (/usr/bin/ld) is GNU ld... yes
checking for BSD- or MS-compatible name lister (nm)... /usr/bin/nm -B
checking the name lister (/usr/bin/nm -B) interface... BSD nm
checking whether ln -s works... yes
checking the maximum length of command line arguments... 1572864
checking how to convert x86_64-pc-linux-gnu file names to x86_64-pc-linux-gnu format... func_convert_file_noop
checking how to convert x86_64-pc-linux-gnu file names to toolchain format... func_convert_file_noop
checking for /usr/bin/ld option to reload object files... -r
checking for objdump... objdump
checking how to recognize dependent libraries... pass_all
checking for dlltool... no
checking how to associate runtime and link libraries... printf %s\n
checking for ar... ar
checking for archiver @FILE support... @
checking for strip... strip
checking for ranlib... ranlib
checking command to parse /usr/bin/nm -B output from gcc object... ok
checking for sysroot... no
checking for a working dd... /bin/dd
checking how to truncate binary pipes... /bin/dd bs=4096 count=1
checking for mt... no
checking if : is a manifest tool... no
checking how to run the C preprocessor... gcc -E
checking for ANSI C header files... yes
checking for sys/types.h... yes
checking for sys/stat.h... yes
checking for stdlib.h... yes
checking for string.h... yes
checking for memory.h... yes
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checking for unistd.h... yes
checking for dlfcn.h... yes
checking for objdir... .libs
checking if gcc supports -fno-rtti -fno-exceptions... no
checking for gcc option to produce PIC... -fPIC -DPIC
checking if gcc PIC flag -fPIC -DPIC works... yes
checking if gcc static flag -static works... yes
checking if gcc supports -c -o file.o... yes
checking if gcc supports -c -o file.o... (cached) yes
checking whether the gcc linker (/usr/bin/ld -m elf_x86_64) supports shared libraries... yes
checking whether -lc should be explicitly linked in... no
checking dynamic linker characteristics... GNU/Linux ld.so
checking how to hardcode library paths into programs... immediate
checking for shl_load... no
checking for shl_load in -ldld... no
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checking whether a statically linked program can dlopen itself... no
checking whether stripping libraries is possible... yes
checking if libtool supports shared libraries... yes
checking whether to build shared libraries... yes
checking whether to build static libraries... no
checking for gcc... (cached) gcc
checking whether we are using the GNU C compiler... (cached) yes
checking whether gcc accepts -g... (cached) yes
checking for gcc option to accept ISO C89... (cached) none needed
checking whether gcc understands -c and -o together... (cached) yes
checking dependency style of gcc... (cached) gcc3
checking for gcc option to accept ISO C99... none needed
checking for gcc option to accept ISO Standard C... (cached) none needed
checking for python... /usr/bin/python
checking for python version... 2.7
checking for python platform... linux2
checking for python script directory... ${prefix}/lib/python2.7/dist-packages
checking for python extension module directory... ${exec_prefix}/lib/python2.7/dist-packages
checking for python >= 2.7... checking for pkg-config... /usr/bin/pkg-config
checking pkg-config is at least version 0.9.0... yes
checking for GST... configure: error: Package requirements (gstreamer-1.0 >= 1.14.5) were not met:
No package 'gstreamer-1.0' found
Consider adjusting the PKG_CONFIG_PATH environment variable if you
installed software in a non-standard prefix.
Alternatively, you may set the environment variables GST_CFLAGS
and GST_LIBS to avoid the need to call pkg-config.
See the pkg-config man page for more details.
configure failed
According to your website this container is the one for:
DeepStream samples docker (contains the runtime libraries, GStreamer plugins, reference applications and sample streams, models and configs)
EDIT 1: you need export GIT_SSL_NO_VERIFY=true to be able to run autogen.sh to compile deepstream python bindings.
EDIT 2: I can compile it after installing sudo apt-get install libgstreamer1.0-dev. Please, include it in the requirements on the git repository.
Now I have an error at compile time for the bindings:
[ 6%] Building CXX object CMakeFiles/pyds.dir/src/pyds.cpp.o
In file included from /opt/nvidia/deepstream/deepstream-6.0/deepstream_python_apps/bindings/include/pyds.hpp:29:0,
from /opt/nvidia/deepstream/deepstream-6.0/deepstream_python_apps/bindings/include/bind/bindanalyticsmeta.hpp:23,
from /opt/nvidia/deepstream/deepstream-6.0/deepstream_python_apps/bindings/src/pyds.cpp:19:
/opt/nvidia/deepstream/deepstream-6.0/sources/includes/gstnvdsmeta.h:43:10: fatal error: gst/video/video.h: No such file or directory
#include <gst/video/video.h>
^~~~~~~~~~~~~~~~~~~
compilation terminated.
CMakeFiles/pyds.dir/build.make:62: recipe for target 'CMakeFiles/pyds.dir/src/pyds.cpp.o' failed
make[2]: *** [CMakeFiles/pyds.dir/src/pyds.cpp.o] Error 1
CMakeFiles/Makefile2:67: recipe for target 'CMakeFiles/pyds.dir/all' failed
make[1]: *** [CMakeFiles/pyds.dir/all] Error 2
Makefile:83: recipe for target 'all' failed
make: *** [all] Error 2
EDIT 3: solved with apt-get install libgstreamer-plugins-base1.0-dev
EDIT 4: also the following are required:
pip3 install --upgrade pip # won't work without this
pip3 install numpy opencv-python
EDIT 5: the deepstream python sample won’t find the plugins. You need to run export GST_PLUGIN_PATH="/usr/lib/x86_64-linux-gnu/gstreamer-1.0/deepstream:${GST_PLUGIN_PATH}"
EDIT 6: I finally got to have the application starting. It seems to be stalled. VRAM usage is 3%. GPU usage 0%.
Frames will be saved in frames
Creating Pipeline
Creating streamux
Creating source_bin 0
Creating source bin
source-bin-00
Creating Pgie
Creating nvvidconv1
Creating filter1
Creating tiler
Creating nvvidconv
Creating nvosd
Creating EGLSink
Atleast one of the sources is live
Adding elements to Pipeline
Linking elements in the Pipeline
Now playing...
1 : rtsp://localhost/cbb48b92-f74d-4ad5-b8a9-3affbefcc17e_default/0d943055-d4f2-49d2-a8fa-189176228ae1
Starting pipeline
Could you please provide an example on how to run the tutorial within the container?
to build the DS python binding, here are steps for reference also