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[Ubuntu 18.04] Installation fails with "tarfile.ReadError: not a gzip file"

I'm trying to install python-igraph with pip and it seems to fail at multiple points. :~$ pip2 install python-igraph --user ...
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pmp-p/python-igraph-wasm

igraph is a library for creating and manipulating graphs. It is intended to be as powerful (ie. fast) as possible to enable the ...