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The main issue is the pip/pip3 command cannot be found when the package is being installed by apt-get. When using the dpkg install, the searching path is PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin When using the apt-get install, the searching path is PATH=/usr/sbin:/usr/bin:/sbin:/bin But the pip/pip3 default path is at /usr/local/bin, so dpkg works, but apt-get not work. How I did it Export the path /usr/local/bin for pip/pip3. Make the deb packages can be installed by apt-get.