These are only a few of the ideas being carried out, and plenty of extra are within the pipeline. What’s clear from this mosaic of methods is that nobody factor will magically unlock sooner speeds in Python. It additionally reveals that the trail to creating issues sooner is to determine, each time potential, tips on how to make the interpreter do much less—keep away from sort checks, for example, or carry out much less reference counting.
Why sooner Python should come from inside Python
Earlier than this latest wave of optimizations began touchdown, a typical line of thought went like this: As an alternative of creating Python itself sooner, and even making a brand new Python runtime (PyPy), why not make a brand new language that’s extremely suitable with Python, and steadily transition Python customers over to that new language?
That’s roughly the method fronted by initiatives like Mojo. Mojo gives a Python-like syntax, and even a level of backward compatibility with current Python. However not like Python, it compiles by default to native machine code.
