Computer tasks include both "jobs that finish quickly" and "jobs with long wait times." Asynchronous processing is a concept for not wasting this "waiting time" and instead proceeding with other tasks ...

本文从 GIL 出发，逐一拆解三种并发模型的底层机制、适用边界和代码示例，最后给出一张明确的选型决策表。 Python 的并发编程有三条路：threading（多线程）、multiprocessing（多进程）、asyncio（异步协程）。看起来都能"同时做多件事"，但它们的适用场景差异极大。

Python is remarkable in the way it’s evolving with the times. Here’s a peek into the new features of Python 3.13 and 3.14, highlighting their real-world impact. Python’s continuous evolution over the ...

Threading – стандартный интерфейс, который используется для создания и управления потоками выполнения внутри одного процесса. В Python каждый поток представлен объектом Thread.

Pythonで数値計算や画像処理といったCPUに高い負荷がかかる処理を高速化したい場合、マルチスレッドではなく「マルチプロセス」の導入が不可欠です。 Pythonの標準ライブラリである multiprocessing を利用すると、複数のプロセスを同時に立ち上げて処理を分散 ...

This blog post was brought to you by Damaso Sanoja, draft.dev. Deciding whether to use Python or Rust isn’t just a syntax choice; it’s a career bet. According to the StackOverflow Developer Survey, ...

For decades, Python's Global Interpreter Lock (GIL) has been both a blessing and a curse. It's the reason Python is simple, predictable, and approachable, but also the reason it's struggled with true ...

Python 3.14 introduces official support for free-threading builds, which remove the Global Interpreter Lock (GIL). This allows true parallel execution of CPU-bound threads, providing significant ...

ThreadFactory is a concurrency framework for Python 3.13+ (No-GIL). It provides custom Work future objects and thread-safe collections, laying the foundation for scalable parallel execution in modern ...

What is Python’s Global Interpreter Lock (GIL)? “Global Interpreter Lock” (or “GIL”) is a familiar term in the Python community. It is a well-known Python feature. But what exactly is a GIL? If you ...

Ein weit verbreiteter Irrtum ist, dass asynchrone Programmierung dasselbe ist wie Multithreading. Obwohl beide Ansätze auf Parallelität abzielen, unterscheiden sie sich grundlegend in ihrer ...