I worked on a large-ish C++/Python codebase and touching the Python parts was always extremely frustrating for me.
The lack of .h files alone is a huge grievance for me - I had to scroll past definitions even to know names and arities of class methods, read constructors to know what's in class members.
SciPy was nice enough for turning data into a picture, though.