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Python 列表推导式 — 简洁的数据变换

Python 列表推导式语法、示例,以及何时优于循环。含 dict 与 set 推导式,适合数据处理脚本入门。

Python list comprehensionsPython 列表推导式Python 推导式Python 列表Python 教程

Python List Comprehension Syntax

列表推导式把「循环 + append」压缩成一行可读代码。它是 Python 惯用法,专业代码库中随处可见。

Why Python list comprehensions Matters

Comprehensions are idiomatic Python — they're faster to read and write than manual loops in data processing scripts.

[expr for x in iterable if condition] replaces three-line loops and is the pattern pandas-adjacent code uses constantly.

Python list comprehensions — Key Ideas You Must Know

  • [expr for item in iterable]
  • 加 if 过滤
  • 嵌套推导式要克制
  • dict 与 set 推导式
  • 可读性优先于炫技

Python list comprehensions Code Example

PYTHON
squares = [x**2 for x in range(10)]
evens = [x for x in range(20) if x % 2 == 0]

Practice Python list comprehensions with Free Lessons

在 Sturdee 学习列表与循环,然后把循环重构为推导式。

Tip: Free interactive lesson: /tutorials/python/python_lists — practice Python list comprehensions with runnable code on Sturdee.

Python 列表推导式 — FAQ

Frequently Asked Questions

推导式更快吗?+

通常比循环略快。主要收益是可读性。