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There is a minor installation issue with dependencies.
Although pycairo for python3 is already installed, configure complains that it is not there. Once I install pycairo or python 2.7 it works fine.
I think the problem is that configure looks for "pycairo.h" in /usr/include/pycairo/, but for python3 the file is named "py3cairo.h"