Community driven content discussing all aspects of software development from DevOps to design patterns. Python is a highly concise and expressive language that enables developers to accomplish complex ...

Python's "multiprocessing" module feels like threads, but actually launches processes. Many people, when they start to work with Python, are excited to hear that the language supports threading. And, ...

Thanks to GIL, using multiple threads to perform CPU-bound tasks has never been an option. With the popularity of multicore CPUs, Python offers a multiprocessing solution to perform CPU-bound tasks.

Modern applications live on performance. A single‑threaded Python script that waits on an API or spends seconds crunching data quickly becomes a bottleneck. Whether you build financial models, handle ...

Concurrency indicates that two tasks progress simultaneously. For example, we need to order a pizza, and you have to write a story in Medium. The synchronous way is you call the pizza shop and wait on ...