15个Pythonic的代码示例(值得收藏)

时间:2021-05-22

Python由于语言的简洁性,让我们以人类思考的方式来写代码,新手更容易上手,老鸟更爱不释手。

要写出 Pythonic(优雅的、地道的、整洁的)代码,还要平时多观察那些大牛代码,Github 上有很多非常优秀的源代码值得阅读,比如:requests、flask、tornado,这里小明收集了一些常见的 Pythonic 写法,帮助你养成写优秀代码的习惯。

01. 变量交换

Bad

tmp = aa = bb = tmp

Pythonic

a,b = b,a

02. 列表推导

Bad

my_list = []for i in range(10): my_list.append(i*2)

Pythonic

my_list = [i*2 for i in range(10)]

03. 单行表达式

虽然列表推导式由于其简洁性及表达性,被广受推崇。

但是有许多可以写成单行的表达式,并不是好的做法。

Bad

print 'one'; print 'two'if x == 1: print 'one'if <complex comparison> and <other complex comparison>: # do something

Pythonic

print 'one'print 'two'if x == 1: print 'one'cond1 = <complex comparison>cond2 = <other complex comparison>if cond1 and cond2: # do something

04. 带索引遍历

Bad

for i in range(len(my_list)): print(i, "-->", my_list[i])

Pythonic

for i,item in enumerate(my_list): print(i, "-->",item)

05. 序列解包

Pythonic

a, *rest = [1, 2, 3]# a = 1, rest = [2, 3]a, *middle, c = [1, 2, 3, 4]# a = 1, middle = [2, 3], c = 4

06. 字符串拼接

Bad

letters = ['s', 'p', 'a', 'm']s=""for let in letters: s += let

Pythonic

letters = ['s', 'p', 'a', 'm']word = ''.join(letters)

07. 真假判断

Bad

if attr == True: print 'True!'if attr == None: print 'attr is None!'

Pythonic

if attr: print 'attr is truthy!'if not attr: print 'attr is falsey!'if attr is None: print 'attr is None!'

08. 访问字典元素

Bad

d = {'hello': 'world'}if d.has_key('hello'): print d['hello'] # prints 'world'else: print 'default_value'

Pythonic

d = {'hello': 'world'}print d.get('hello', 'default_value') # prints 'world'print d.get('thingy', 'default_value') # prints 'default_value'# Or:if 'hello' in d: print d['hello']

09. 操作列表

Bad

a = [3, 4, 5]b = []for i in a: if i > 4: b.append(i)

Pythonic

a = [3, 4, 5]b = [i for i in a if i > 4]# Or:b = filter(lambda x: x > 4, a)

Bad

a = [3, 4, 5]for i in range(len(a)): a[i] += 3

Pythonic

a = [3, 4, 5]a = [i + 3 for i in a]# Or:a = map(lambda i: i + 3, a)

10. 文件读取

Bad

f = open('file.txt')a = f.read()print af.close()

Pythonic

with open('file.txt') as f: for line in f: print line

11. 代码续行

Bad

my_very_big_string = """For a long time I used to go to bed early. Sometimes, \ when I had put out my candle, my eyes would close so quickly that I had not even \ time to say “I'm going to sleep.”"""from some.deep.module.inside.a.module import a_nice_function, another_nice_function, \ yet_another_nice_function

Pythonic

my_very_big_string = ( "For a long time I used to go to bed early. Sometimes, " "when I had put out my candle, my eyes would close so quickly " "that I had not even time to say “I'm going to sleep.”")from some.deep.module.inside.a.module import ( a_nice_function, another_nice_function, yet_another_nice_function)

12. 显式代码

Bad

def make_complex(*args): x, y = args return dict(**locals())

Pythonic

def make_complex(x, y): return {'x': x, 'y': y}

13. 使用占位符

Pythonic

filename = 'foobar.txt'basename, _, ext = filename.rpartition('.')

14. 链式比较

Bad

if age > 18 and age < 60: print("young man")

Pythonic

if 18 < age < 60: print("young man")

理解了链式比较操作,那么你应该知道为什么下面这行代码输出的结果是 False

>>> False == False == True False

15. 三目运算

这个保留意见。随使用习惯就好。

Bad

if a > 2: b = 2else: b = 1#b = 2

Pythonic

a = 3 b = 2 if a > 2 else 1#b = 2

参考文档
http://docs.python-guide.org/en/latest/writing/style/
https://foofish.net/idiomatic_part2.html

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