python3 编程使用技巧

Posted 2020-12-03 alex0111

 

• from random import randint 
• data = {"Student{}".format(i):randint(60,100) for i in range(1,21)}

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1. 如何在list中筛选数据

   [x for x in arr if x >=60]

    

2. 如何在set中筛选数据

   [x for x in s if x >=60]

    

3. 如何在dict中筛选数据

   {k:v for k,v in data.items() if v >= 60}
   filter(lambda x:x[1] >= 90,data.items())

    

4. 给typle中的元素命名

    1 >>> s = (‘Jim‘, 16, ‘male‘, ‘[email protected]‘)
    2 >>> from enum import IntEnum
    3 >>> class StudentEnum(IntEnum):
    4 ...     NAME = 0
    5 ...     AGE = 1
    6 ...     SEX = 2
    7 ...     EMAIL = 3
    8 ...
    9 >>> StudentEnum.NAME
   10 <StudentEnum.NAME: 0>
   11 >>> s[StudentEnum.NAME]
   12 ‘Jim‘
   13 >>> s[StudentEnum.AGE]
   14 16

   nameTuple

   

    1 >>> from collections import namedtuple
    2 >>> namedtuple(‘Student‘, [‘name‘, ‘age‘, ‘sex‘, ‘email‘])
    3 <class ‘__main__.Student‘>
    4 >>> SS = namedtuple(‘Student‘, [‘name‘, ‘age‘, ‘sex‘, ‘email‘])
    5 >>> SS
    6 <class ‘__main__.Student‘>
    7 >>> s1 = SS(‘Jim‘,16, ‘male‘, email=‘[email protected]‘)
    8 >>> s1
    9 Student(name=‘Jim‘, age=16, sex=‘male‘, email=‘[email protected]‘)
   10 >>> s1.name
   11 ‘Jim‘

   View Code

    

5. dict中元素进行排序

    1 >>> from random import randint
    2 >>> d = {k: randint(60,100) for k in ‘abcdefgh‘}
    3 >>> d
    4 {‘a‘: 70, ‘b‘: 85, ‘c‘: 81, ‘d‘: 89, ‘e‘: 82, ‘f‘: 69, ‘g‘: 64, ‘h‘: 84}
    5 >>> [(v,k)for k,v in d.items()]
    6 [(70, ‘a‘), (85, ‘b‘), (81, ‘c‘), (89, ‘d‘), (82, ‘e‘), (69, ‘f‘), (64, ‘g‘), (84, ‘h‘)]
    7 >>> l = [(v,k)for k,v in d.items()]
    8 >>> sorted(l)
    9 [(64, ‘g‘), (69, ‘f‘), (70, ‘a‘), (81, ‘c‘), (82, ‘e‘), (84, ‘h‘), (85, ‘b‘), (89, ‘d‘)]
   10 >>> sorted(l, reverse = True)
   11 [(89, ‘d‘), (85, ‘b‘), (84, ‘h‘), (82, ‘e‘), (81, ‘c‘), (70, ‘a‘), (69, ‘f‘), (64, ‘g‘)]
   12 >>> dict(sorted(l, reverse = True))
   13 {89: ‘d‘, 85: ‘b‘, 84: ‘h‘, 82: ‘e‘, 81: ‘c‘, 70: ‘a‘, 69: ‘f‘, 64: ‘g‘}
   14 >>> sorted(d.items(), key=lambda item: item[1], reverse=True)
   15 [(‘d‘, 89), (‘b‘, 85), (‘h‘, 84), (‘e‘, 82), (‘c‘, 81), (‘a‘, 70), (‘f‘, 69), (‘g‘, 64)]

    1 >>> res = sorted(d.items(), key=lambda item: item[1], reverse=True)
    2 >>> res
    3 [(‘d‘, 89), (‘b‘, 85), (‘h‘, 84), (‘e‘, 82), (‘c‘, 81), (‘a‘, 70), (‘f‘, 69), (‘g‘, 64)]
    4 >>> enumerate(res,1)
    5 <enumerate object at 0x1079de558>
    6 >>> list(enumerate(res,1))
    7 [(1, (‘d‘, 89)), (2, (‘b‘, 85)), (3, (‘h‘, 84)), (4, (‘e‘, 82)), (5, (‘c‘, 81)), (6, (‘a‘, 70)), (7, (‘f‘, 69)), (8, (‘g‘, 64))]
    8 >>> for i, (k,v) in enumerate(res,1):
    9 ...   print(i,k,v)
   10 ...
   11 1 d 89
   12 2 b 85
   13 3 h 84
   14 4 e 82
   15 5 c 81
   16 6 a 70
   17 7 f 69
   18 8 g 64
   19 >>> d
   20 {‘a‘: 70, ‘b‘: 85, ‘c‘: 81, ‘d‘: 89, ‘e‘: 82, ‘f‘: 69, ‘g‘: 64, ‘h‘: 84}
   21 >>> for i, (k,v) in enumerate(res,1):
   22 ...     d[k] = (i,v)
   23 ...
   24 >>> d
   25 {‘a‘: (6, 70), ‘b‘: (2, 85), ‘c‘: (5, 81), ‘d‘: (1, 89), ‘e‘: (4, 82), ‘f‘: (7, 69), ‘g‘: (8, 64), ‘h‘: (3, 84)}
   26 >>> {k:(i,v) for i,(k,v) in enumerate(res, 1)}
   27 {‘d‘: (1, 89), ‘b‘: (2, 85), ‘h‘: (3, 84), ‘e‘: (4, 82), ‘c‘: (5, 81), ‘a‘: (6, 70), ‘f‘: (7, 69), ‘g‘: (8, 64)}

    

    

6. 关于zip

   >>> zip([1,2,3],[3,4,5,6])
   <zip object at 0x1079df348>
   >>> list(zip([1,2,3],[3,4,5,6]))
   [(1, 3), (2, 4), (3, 5)]
   >>> list(zip([1,2,3],[3,4]))
   [(1, 3), (2, 4)]

    

7. 词频统计

   word_list = re.split("W+", txt)
   c2 = Counter(word_list)
   c2.most_common(10)