You may try the Python bindings for the Boost Graph Library, the graph
you talk about may fit in 2GB of a 32 bit OS too (this is the first
link I have found, it's a lot of time I don't use those graph
bindings):
http://banyan.usc.edu/log/c_cpp/boost-graph-library-python-bindings

Bye,
bearophile
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