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Python切片[::]全解析:如何优雅地“切割”数据?

  • 2026-02-06 10:41:47
Python切片[::]全解析:如何优雅地“切割”数据?
👋 大家好,欢迎来到「Python从入门到精通」系列!
在之前的文章中,我们陆续介绍了 列表(List) 、 元组(Tuple) 和 字符串(String) 。
细心的同学可能发现了,它们有一个共同的特点: 都是有序的 。在 Python 中,我们把这种有序存放数据的结构统称为 序列(Sequence) 。
既然是有序的,我们不仅可以通过索引(Index)取出 某一个 元素,还可以通过 切片(Slicing) 取出 一段 数据。
如果说索引是“单点爆破”,那切片就是“大面积收割”。今天我们就来详细拆解这个 Python 里的“手术刀”。🔪

01

切片的基础语法
切片的标准语法非常简单,只需要用冒号 : 隔开参数:
序列[开始位置 : 结束位置 : 步长]# sequence[start : stop : step]
这里有三个关键点,必须死记硬背(划重点):
  • 左闭右开 :取值范围包含 start ,但 不包含 stop 。
  • 缺省值 :三个参数都可以省略,Python 会自动补全。
  • 新对象 :切片操作通常会返回一个新的序列,不会修改原数据(列表除外,列表切片赋值可以修改原列表,但这里先讨论取值)。

02

基础切片:掐头去尾
最常用的场景是截取中间的一段。 口诀:包头不包尾。
# 这是一个列表,但切片对元组和字符串同样适用nums = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]# 取出索引 2 到 5 的元素# 包含索引2,不包含索引6print(nums[2:6])  # 输出: [2, 3, 4, 5]
✅ 省略参数的妙用
  • 省略 开始位置 :默认从 0 开始。
  • 省略 结束位置 :默认取到最后。
  • 省略 步长 :默认为 1。
print(nums[:5])   # 取前5个: [0, 1, 2, 3, 4]print(nums[5:])   # 从第5个取到最后: [5, 6, 7, 8, 9]print(nums[:])    # 完整拷贝一份: [0, 1, ... 9]

03

进阶切片:步长与倒序
第三个参数 step (步长)决定了我们要“隔几个”取一次值,甚至决定了取值的方向。
🏃‍♂️ 间隔取值
s = "PythonProgramming"# 每隔1个字符取1个(步长为2)print(s[::2])  # 输出: PtoPormig
🔄 倒序切片(负数步长)
当 step 为负数时,切片方向变为 从右向左 。这是 Python 中反转字符串或列表最快的方法!
nums = [1, 2, 3, 4, 5]# 列表反转print(nums[::-1]) # 输出: [5, 4, 3, 2, 1]# 倒序取一段 (注意 start 要在 stop 的右边)# 从索引 4 开始,倒着取到索引 1(不含)print(nums[4:1:-1]) # 输出: [5, 4, 3]

04

那些容易踩的坑
❓ 索引越界会报错,但切片不会!
这是切片非常人性化(也容易让人迷惑)的一点。 如果你的索引超出了范围,切片操作会尽可能地返回它能找到的元素,而不会抛出 IndexError 。
data = [1, 2, 3]# print(data[100])  # ❌ 报错!IndexErrorprint(data[1:100])  # ✅ 不报错,输出: [2, 3]
❓ 切片是“浅拷贝”
当你使用 newlist = oldlist[:] 时,你创建了一个新的列表对象。修改 newlist 不会影响 oldlist 。
list_a = [1, 2, 3]list_b = list_a[:]  # 切片拷贝list_b[0] = 999print(list_a) # [1, 2, 3] (原列表没变)print(list_b) # [999, 2, 3]
(注:如果列表中包含嵌套列表,情况会复杂一些,涉及深浅拷贝,以后进阶篇我们会细讲。)

05

实战练习:切片能做什么?
  1. 提取文件名后缀
  2. 只有奇数项求和
filename = "report_2024.csv"# 假设我们不知道文件名多长,只想取后3位suffix = filename[-3:] print(suffix) # csv
# 求 0-100 之间所有偶数的和?# 不需要写循环判断 if i % 2 == 0numbers = list(range(101))evens = numbers[::2]  # 利用切片直接取出偶数print(sum(evens))

06

📝 总结
切片是 Python 处理序列数据最优雅的特性之一。
语法
含义
a[start:stop]
从 start 取到 stop-1
a[start:]
从 start 取到末尾
a[:stop]
从开头取到 stop-1
a[::-1]
逆序所有元素
a[:]
拷贝整个序列
掌握了切片,你的代码将会变得更加简洁、Pythonic!

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  1. CONNECT:[ UseTime:0.000784s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001746s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000802s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.004871s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001540s ]
  6. SELECT * FROM `set` [ RunTime:0.000744s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001695s ]
  8. SELECT * FROM `article` WHERE `id` = 473870 LIMIT 1 [ RunTime:0.011074s ]
  9. UPDATE `article` SET `lasttime` = 1770448738 WHERE `id` = 473870 [ RunTime:0.012798s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.003069s ]
  11. SELECT * FROM `article` WHERE `id` < 473870 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.003760s ]
  12. SELECT * FROM `article` WHERE `id` > 473870 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.015785s ]
  13. SELECT * FROM `article` WHERE `id` < 473870 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.011092s ]
  14. SELECT * FROM `article` WHERE `id` < 473870 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.028549s ]
  15. SELECT * FROM `article` WHERE `id` < 473870 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.024618s ]
0.215517s