Python-100-Days/番外篇/Python编程惯例.md

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2019-09-23 00:46:06 +08:00
## Python编程惯例
2018-04-27 00:00:22 +08:00
“惯例”这个词指的是“习惯的做法常规的办法一贯的做法”与这个词对应的英文单词叫“idiom”。由于Python跟其他很多编程语言在语法和使用上还是有比较显著的差别因此作为一个Python开发者如果不能掌握这些惯例就无法写出“Pythonic”的代码。下面我们总结了一些在Python开发中的惯用的代码。
1. 让代码既可以被导入又可以被执行。
```Python
if __name__ == '__main__':
```
2. 用下面的方式判断逻辑“真”或“假”。
```Python
if x:
if not x:
```
**好**的代码:
```Python
name = 'jackfrued'
fruits = ['apple', 'orange', 'grape']
owners = {'1001': '骆昊', '1002': '王大锤'}
if name and fruits and owners:
print('I love fruits!')
```
**不好**的代码:
```Python
name = 'jackfrued'
fruits = ['apple', 'orange', 'grape']
owners = {'1001': '骆昊', '1002': '王大锤'}
if name != '' and len(fruits) > 0 and owners != {}:
print('I love fruits!')
```
3. 善于使用in运算符。
```Python
if x in items: # 包含
for x in items: # 迭代
```
**好**的代码:
```Python
name = 'Hao LUO'
if 'L' in name:
print('The name has an L in it.')
```
**不好**的代码:
```Python
name = 'Hao LUO'
if name.find('L') != -1:
print('This name has an L in it!')
```
4. 不使用临时变量交换两个值。
```Python
a, b = b, a
```
5. 用序列构建字符串。
**好**的代码:
```Python
chars = ['j', 'a', 'c', 'k', 'f', 'r', 'u', 'e', 'd']
name = ''.join(chars)
print(name) # jackfrued
```
**不好**的代码:
```Python
chars = ['j', 'a', 'c', 'k', 'f', 'r', 'u', 'e', 'd']
name = ''
for char in chars:
name += char
print(name) # jackfrued
```
6. EAFP优于LBYL。
EAFP - **E**asier to **A**sk **F**orgiveness than **P**ermission.
LBYL - **L**ook **B**efore **Y**ou **L**eap.
**好**的代码:
```Python
d = {'x': '5'}
try:
value = int(d['x'])
print(value)
except (KeyError, TypeError, ValueError):
value = None
```
**不好**的代码:
```Python
d = {'x': '5'}
if 'x' in d and isinstance(d['x'], str) \
and d['x'].isdigit():
value = int(d['x'])
print(value)
else:
value = None
```
7. 使用enumerate进行迭代。
**好**的代码:
```Python
fruits = ['orange', 'grape', 'pitaya', 'blueberry']
for index, fruit in enumerate(fruits):
print(index, ':', fruit)
```
**不好**的代码:
```Python
fruits = ['orange', 'grape', 'pitaya', 'blueberry']
index = 0
for fruit in fruits:
print(index, ':', fruit)
index += 1
```
8. 用生成式生成列表。
**好**的代码:
```Python
data = [7, 20, 3, 15, 11]
result = [num * 3 for num in data if num > 10]
print(result) # [60, 45, 33]
```
**不好**的代码:
```Python
data = [7, 20, 3, 15, 11]
result = []
for i in data:
if i > 10:
result.append(i * 3)
print(result) # [60, 45, 33]
```
9. 用zip组合键和值来创建字典。
**好**的代码:
```Python
keys = ['1001', '1002', '1003']
values = ['骆昊', '王大锤', '白元芳']
d = dict(zip(keys, values))
print(d)
```
**不好**的代码:
```Python
keys = ['1001', '1002', '1003']
values = ['骆昊', '王大锤', '白元芳']
d = {}
for i, key in enumerate(keys):
d[key] = values[i]
print(d)
```
> **说明**:这篇文章的内容来自于网络,有兴趣的读者可以阅读[原文](http://safehammad.com/downloads/python-idioms-2014-01-16.pdf)。