As far as I can tell, only the package python-urlgrabber is available, which on Ubuntu means the python 2.7 module. This is confirmed when python3 cannot find the module but 2.7 successfully imports it.

pip3 cannot locate the package, and apt-cache search returns only the above package.

I'm aware it is a relatively outdated package, but for various reasons I need to use it. Is there a python3 version available from a third party repository or will I need to build from source?

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