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Currently, the documentation states that an error will be thrown if edges are added using nonexistent labels, which is not true. The actual behavior is that it will just fail silently: the edge will not be added, and no error will be thrown.
Frankly, I think this behavior is very unintuitive and should be subject to change. In
networkx
, the nodes will be automatically added. At least we should update the documentation for now.