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For anyone else who had this problem, reinstalling everything is not necessary, this should solve your problem :

Ensure that which python returns /usr/bin/python
Also ensure python --version returns Python 2.7.17
Both the first and second point will most likely require you to make changes to your .bashrc, so once you do that source .bashrc
export ROS_PYTHON_VERSION=2

Hope this helps!

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