多数开发者通过教程学Python,教程教的是语法——循环、类、字典。但有经验的Python工程师依赖一套完全不同的工具:惰性求值、描述符、动态类创建、函数式管道。 这些不是入门技巧,是架构层面的武器。 开始使用它们之后,项目体积缩小了,维护成本降低了,自动化也顺畅得多。以下是改变一切的七个技巧。 自动化管道动辄处理数百万行数据,一次性全部加载就像试图用嘴去接消防水管。生成器的思路不同:不创建完整列 ...
Python's optimizing compiler adds support for SIMD instructions to accelerate math, in the first of several major-league performance boosts PyPy, the Python compiler that boasts a massive speed ...
Python is a popular general-purpose language, but it's increasingly favored for statistics, data analysis, and data science. If you have a basic knowledge of statistics, how can you apply that to ...