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I got it working at the end. The problem was the PYTHONPATH
directory.
So, instead of using
/usr/lib/python3/dist-packages
I should have used:
/usr/local/lib/python3.6/dist-packages
This way, indeed, you can invoke a Python 3 program using Python 2.7 of ROS.