Comment by mdomans

In general optimising Python is: * understanding that pure Python is not a language to write CPU-heavy computational code in it and was never intended as such * understanding that Python lets you write 3-4 solutions to a problem easy and 1 will be slow, two will be OK and one will be optimal - often that involves using generators, collections, sets and is a bit nuaced * I'd say that optimising Python, compared to something like C or C++ is far easier - I can set up a decent testing and profiling environment for most of my problems easy with pip and ipython which is borderline simple compared to valgrind