第二天 Python3.4.2 里面的字典 列表解析等等

一.字典

1.字典是一种无序集合

2.字典是一种KV结构

3.value可以是任何对象

4.key必须是可以hash对象

二.列表解析

1.列表解析是python重要的语法课

2.列表解析的速度比for in 迭代快

例子1：

In [1]: lst = list(range(10))

In [2]: lst
Out[2]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]

列表解析：
In [3]: [x+1 for x in lst]
Out[3]: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]

 

麻烦的写法：

In [4]: l = []

In [5]: for x in lst:
   ...:     l.append(x+1)
   ...:     

In [6]: l
Out[6]: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]

在执行效率上看：

(test_3.4.2) [root@Minion1 ~]# vim test_time.py    
import timeit

lst = range(10)

def fn1():
        [x+1 for x in lst]


def fn2():

        l = []
        for x in lst:
                l.append(x+1)

print (timeit.timeit('[x+1 for x in range(10)]'))

print (timeit.timeit('''
l = []
for x in range(10):
        l.append(x+1)


'''))
其结果：

(test_3.4.2) [root@Minion1 ~]# python test_time.py
2.363238713995088
2.931454276003933

明显的列表解析需要的时间快一些。

 

 

 3.字典解析

ret = {exprk:exprv for item in iterator}

等价于：

　　ret = dict {}

　　for item in iterator:

　　　　ret.update({exprk,exprv})

4.带条件的列表解析：

　　

In [7]: lst
Out[7]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
In [8]: [x+1 for x in lst if x % 2 == 0]
Out[8]: [1, 3, 5, 7, 9]
相当于：

In [12]: l=[]
In [13]: for  x in lst:
   ....:     if x % 2 ==0:
   ....:         l.append(x+1)
   ....:         

In [14]: print (l)
[1, 3, 5, 7, 9]

 

 4.1 带多个条件的列表解析：

In [15]: [x+1 for x in lst if x % 2 == 0 if x >2]
Out[15]: [5, 7, 9]

In [16]: l = []

In [17]: for x in lst:
   ....:     if x % 2 ==0 and x >2:
   ....:         l.append(x+1)
   ....: print (l)
   ....: 
[5, 7, 9]　　

4.1 笛卡尔积
ret = [expression for x in x for y in y]

In [18]: l1=[1,3,5,7,9]

In [19]: l2=[0,2,4,6,8]

In [20]: [(x,y) for x in l1 for y in l2]
Out[20]: 
[(1, 0),
 (1, 2),
 (1, 4),
 (1, 6),
 (1, 8),
 (3, 0),
 (3, 2),
 (3, 4),
 (3, 6),
 (3, 8),
 (5, 0),
 (5, 2),
 (5, 4),
 (5, 6),
 (5, 8),
 (7, 0),
 (7, 2),
 (7, 4),
 (7, 6),
 (7, 8),
 (9, 0),
 (9, 2),
 (9, 4),
 (9, 6),
 (9, 8)]

 

 5.集合的解析

ret = {expression for item in iterator}

等价于：

ret = set ()

for item in iterator:

　　ret.add(expression)

In [21]: s = {1,3,5}

In [22]: {x+1 for x in s}
Out[22]: {2, 4, 6}

In [23]: {x+1 for x in range(10)}
Out[23]: {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}

In [24]: {x+1 for x in{2,2,2,2,2}}
Out[24]: {3}  #因为集合不能重复，所以只有一个3

 

6.生成字典

 

In [29]: l1
Out[29]: [1, 3, 5, 7, 9]

In [30]: l2
Out[30]: [0, 2, 4, 6, 8]

In [28]: {x:y for x in l1 for y in l2}
Out[28]: {1: 8, 3: 8, 5: 8, 7: 8, 9: 8}

y 其实也是赋值过 0,2,4,6  只是最后输出的时候才把8付到上面 生成一个新的字典,是这样理解。

In [31]: {x:y for x in l2 for y in l1}        
Out[31]: {0: 9, 2: 9, 4: 9, 6: 9, 8: 9}

-----------------------------

In [39]: l1=[1,2,3]

In [40]: l2=['a','b','c']

In [41]: l3=[(x,y) for x in l1 for y in l2]

In [42]: l3
Out[42]: 
[(1, 'a'),
 (1, 'b'),
 (1, 'c'),
 (2, 'a'),
 (2, 'b'),
 (2, 'c'),
 (3, 'a'),
 (3, 'b'),
 (3, 'c')]

 

 总结： 集合解析 和 字典解析 都是用大括号。

 

 

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