๐ Did you hear about Specialist? Specialist is CPython 3.11's specializing, adaptive interpreter. It uses fine-grained location information to create visual representations of exactly where and how CPython 3.11's new specializing, adaptive interpreter optimizes your code ๐งต
But how does it work? While CPython 3.11 is running your code, it identifies "hot" regions that are being run often enough to spend time optimizing. It occasionally "quickens" these regions, which specialist represents using colors.
Specialist was made available as part of CPython 3.11 version. Created by Brandt Bucher and can be installed using pip. Read more information about this project here pypi.org