Shifting knowledge round may be gradual. Right here’s how one can squeeze each little bit of efficiency optimization out of Python.
Python is commonly criticized for being among the many slowest programming languages. Whereas that declare does maintain some weight, it’s important to level out that Python is commonly the primary programming language newcomers study. Therefore, many of the code is extremely unoptimized.
However Python does have a few methods up its sleeve. Benefiting from concurrent operate execution is stupidly easy to implement, but it might probably cut back the runtime of your knowledge pipelines tenfold. As a substitute of hours, it’ll take minutes. All without cost.
At this time you’ll see how concurrency works in Python, and also you’ll additionally learn to take care of exception dealing with, customized callbacks, and fee limiting. Let’s dig in!
The primary order of enterprise is configuring an information supply. I wished to keep away from one thing proprietary and one thing that may take ages to arrange. JSON Placeholder — a free REST API service — is the proper candidate.