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Is there any way I can run quickly applications from source on other distributions without installing deb package.

What I need is to run/develop in non-debian based distributions.

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Assuming you have all of the build and run-time dependencies already installed:

If you are running on a debian related system but simply don't want to install a deb I would think you can use the package_version.tar.gz by uncompressing and untarring it into a directory. Then run debian/rules build to make the package and debian/rules install to install it.

It may be possible,using the same untarred directory, to use setup.py to install a quickly python package in the typical pythonic way.

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No, You must have install .deb packages or install .tar.gz by compiling packages.

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