python3-day2

一、列表，元组的操作

1）定义列表

names = ['Lisi',"Zhangsan",'Eric']

2）通过下标访问列表中的元素，下标从0开始计数

1 >>> names[0]
2 'Lisi'
3 >>> names[2]
4 'Eric'
5 >>> names[-1]
6 'Eric'
7 >>> names[-2] #还可以倒着取
8 'Zhangsan'

3）切片：切多个元素

 1 >>> names = ["Alex","Tenglan","Eric","Rain","Tom","Amy"]
 2 >>> names[1:4]  #取下标1至下标4之间的数字，包括1，不包括4
 3 ['Tenglan', 'Eric', 'Rain']
 4 >>> names[1:-1] #取下标1至-1的值，不包括-1
 5 ['Tenglan', 'Eric', 'Rain', 'Tom']
 6 >>> names[0:3]
 7 ['Alex', 'Tenglan', 'Eric']
 8 >>> names[:3] #如果是从头开始取，0可以忽略，跟上句效果一样
 9 ['Alex', 'Tenglan', 'Eric']
10 >>> names[3:] #如果想取最后一个，必须不能写-1，只能这么写
11 ['Rain', 'Tom', 'Amy']
12 >>> names[3:-1] #这样-1就不会被包含了
13 ['Rain', 'Tom']
14 >>> names[0::2] #后面的2是代表，每隔一个元素，就取一个
15 ['Alex', 'Eric', 'Tom']
16 >>> names[::2] #和上句效果一样
17 ['Alex', 'Eric', 'Tom']

4）追加

1 >>> names
2 ['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy']
3 >>> names.append("我是新来的")
4 >>> names
5 ['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']

5）插入

1 >>> names
2 ['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']
3 >>> names.insert(2,"强行从Eric前面插入")
4 >>> names
5 ['Alex', 'Tenglan', '强行从Eric前面插入', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']
6
7 >>> names.insert(5,"从eric后面插入试试新姿势")
8 >>> names
9 ['Alex', 'Tenglan', '强行从Eric前面插入', 'Eric', 'Rain', '从eric后面插入试试新姿势', 'Tom', 'Amy', '我是新来的']

6）修改

1 >>> names
2 ['Alex', 'Tenglan', '强行从Eric前面插入', 'Eric', 'Rain', '从eric后面插入试试新姿势', 'Tom', 'Amy', '我是新来的']
3 >>> names[2] = "该换人了"
4 >>> names
5 ['Alex', 'Tenglan', '该换人了', 'Eric', 'Rain', '从eric后面插入试试新姿势', 'Tom', 'Amy', '我是新来的']

7）删除

 1 >>> del names[2]
 2 >>> names
 3 ['Alex', 'Tenglan', 'Eric', 'Rain', '从eric后面插入试试新姿势', 'Tom', 'Amy', '我是新来的']
 4 >>> del names[4]
 5 >>> names
 6 ['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']
 7 >>>
 8 >>> names.remove("Eric") #删除指定元素
 9 >>> names
10 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', '我是新来的']
11 >>> names.pop() #删除列表最后一个值
12 '我是新来的'
13 >>> names
14 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy']

8）扩展

1 >>> names
2 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy']
3 >>> b = [1,2,3]
4 >>> names.extend(b)
5 >>> names
6 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]

9）拷贝

1 >>> names
2 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]
3
4 >>> name_copy = names.copy()
5 >>> name_copy
6 ['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]

10）统计

1 >>> names
2 ['Alex', 'Tenglan', 'Amy', 'Tom', 'Amy', 1, 2, 3]
3 >>> names.count("Amy")
4 2

11）排序和反转

 1 >>> names
 2 ['Alex', 'Tenglan', 'Amy', 'Tom', 'Amy', 1, 2, 3]
 3 >>> names.sort() #排序
 4 Traceback (most recent call last):
 5   File "<stdin>", line 1, in <module>
 6 TypeError: unorderable types: int() < str()   #3.0里不同数据类型不能放在一起排序了，擦
 7 >>> names[-3] = '1'
 8 >>> names[-2] = '2'
 9 >>> names[-1] = '3'
10 >>> names
11 ['Alex', 'Amy', 'Amy', 'Tenglan', 'Tom', '1', '2', '3']
12 >>> names.sort()
13 >>> names
14 ['1', '2', '3', 'Alex', 'Amy', 'Amy', 'Tenglan', 'Tom']
15
16 >>> names.reverse() #反转
17 >>> names
18 ['Tom', 'Tenglan', 'Amy', 'Amy', 'Alex', '3', '2', '1']

12）获取下标

1 >>> names
2 ['Tom', 'Tenglan', 'Amy', 'Amy', 'Alex', '3', '2', '1']
3 >>> names.index("Amy")
4 2 #只返回找到的第一个下标

13）元组

元组一旦创建不可变，只读

语法，它只有2个方法，一个是count,一个是index

1 names = ("alex","jack","eric")

二、字符串操作

字符串不可修改

 1 name.capitalize()  首字母大写
 2 name.casefold()   大写全部变小写
 3 name.center(50,"-")  输出 '---------------------Alex Li----------------------'
 4 name.count('lex') 统计 lex出现次数
 5 name.encode()  将字符串编码成bytes格式
 6 name.endswith("Li")  判断字符串是否以 Li结尾
 7  "Alex\tLi".expandtabs(10) 输出'Alex      Li'， 将\t转换成多长的空格
 8  name.find('A')  查找A,找到返回其索引， 找不到返回-1
 9
10 format :
11     >>> msg = "my name is {}, and age is {}"
12     >>> msg.format("alex",22)
13     'my name is alex, and age is 22'
14     >>> msg = "my name is {1}, and age is {0}"
15     >>> msg.format("alex",22)
16     'my name is 22, and age is alex'
17     >>> msg = "my name is {name}, and age is {age}"
18     >>> msg.format(age=22,name="ale")
19     'my name is ale, and age is 22'
20 format_map
21     >>> msg.format_map({'name':'alex','age':22})
22     'my name is alex, and age is 22'
23
24
25 msg.index('a')  返回a所在字符串的索引
26 '9aA'.isalnum()   True
27
28 '9'.isdigit() 是否整数
29 name.isnumeric
30 name.isprintable
31 name.isspace
32 name.istitle
33 name.isupper
34  "|".join(['alex','jack','rain'])
35 'alex|jack|rain'
36
37
38 maketrans
39     >>> intab = "aeiou"  #This is the string having actual characters.
40     >>> outtab = "12345" #This is the string having corresponding mapping character
41     >>> trantab = str.maketrans(intab, outtab)
42     >>>
43     >>> str = "this is string example....wow!!!"
44     >>> str.translate(trantab)
45     'th3s 3s str3ng 2x1mpl2....w4w!!!'
46
47  msg.partition('is')   输出 ('my name ', 'is', ' {name}, and age is {age}')
48
49  >>> "alex li, chinese name is lijie".replace("li","LI",1)
50      'alex LI, chinese name is lijie'
51
52  msg.swapcase 大小写互换
53
54
55  >>> msg.zfill(40)
56 '00000my name is {name}, and age is {age}'
57
58
59
60 >>> n4.ljust(40,"-")
61 'Hello 2orld-----------------------------'
62 >>> n4.rjust(40,"-")
63 '-----------------------------Hello 2orld'
64
65
66 >>> b="ddefdsdff_哈哈"
67 >>> b.isidentifier() #检测一段字符串可否被当作标志符，即是否符合变量命名规则
68 True

三、字典

字典是一种key-value的数据类型，且字典是无序的，key必须是唯一的。

语法：

1 info = {
2     'stu1101': "TengLan Wu",
3     'stu1102': "LongZe Luola",
4     'stu1103': "XiaoZe Maliya",
5 }

1）增加

1 >>> info["stu1104"] = "苍井空"
2 >>> info
3 {'stu1102': 'LongZe Luola', 'stu1104': '苍井空', 'stu1103': 'XiaoZe Maliya', 'stu1101': 'TengLan Wu'}

2）修改

1 >>> info['stu1101'] = "武藤兰"
2 >>> info
3 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1101': '武藤兰'}

3）删除

 1 >>> info
 2 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1101': '武藤兰'}
 3 >>> info.pop("stu1101") #标准删除姿势
 4 '武藤兰'
 5 >>> info
 6 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}
 7 >>> del info['stu1103'] #换个姿势删除
 8 >>> info
 9 {'stu1102': 'LongZe Luola'}
10 >>>
11 >>>
12 >>>
13 >>> info = {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}
14 >>> info
15 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'} #随机删除
16 >>> info.popitem()
17 ('stu1102', 'LongZe Luola')
18 >>> info
19 {'stu1103': 'XiaoZe Maliya'}

4）查找

 1 >>> info = {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}
 2 >>>
 3 >>> "stu1102" in info #标准用法
 4 True
 5 >>> info.get("stu1102")  #获取
 6 'LongZe Luola'
 7 >>> info["stu1102"] #同上，但是看下面
 8 'LongZe Luola'
 9 >>> info["stu1105"]  #如果一个key不存在，就报错，get不会，不存在只返回None
10 Traceback (most recent call last):
11   File "<stdin>", line 1, in <module>
12 KeyError: 'stu1105'

5）多级字典嵌套操作

 1 av_catalog = {
 2     "欧美":{
 3         "www.youporn.com": ["很多免费的,世界最大的","质量一般"],
 4         "www.pornhub.com": ["很多免费的,也很大","质量比yourporn高点"],
 5         "letmedothistoyou.com": ["多是自拍,高质量图片很多","资源不多,更新慢"],
 6         "x-art.com":["质量很高,真的很高","全部收费,屌比请绕过"]
 7     },
 8     "日韩":{
 9         "tokyo-hot":["质量怎样不清楚,个人已经不喜欢日韩范了","听说是收费的"]
10     },
11     "大陆":{
12         "1024":["全部免费,真好,好人一生平安","服务器在国外,慢"]
13     }
14 }
15
16 av_catalog["大陆"]["1024"][1] += ",可以用爬虫爬下来"
17 print(av_catalog["大陆"]["1024"])
18 #ouput
19 ['全部免费,真好,好人一生平安', '服务器在国外,慢,可以用爬虫爬下来']

6）查看字典键值，更新及其他操作

 1 #values
 2 >>> info.values()
 3 dict_values(['LongZe Luola', 'XiaoZe Maliya'])
 4
 5 #keys
 6 >>> info.keys()
 7 dict_keys(['stu1102', 'stu1103'])
 8
 9
10 #setdefault
11 >>> info.setdefault("stu1106","Alex")
12 'Alex'
13 >>> info
14 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}
15 >>> info.setdefault("stu1102","龙泽萝拉")
16 'LongZe Luola'
17 >>> info
18 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}
19
20
21 #update
22 >>> info
23 {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}
24 >>> b = {1:2,3:4, "stu1102":"龙泽萝拉"}
25 >>> info.update(b)
26 >>> info
27 {'stu1102': '龙泽萝拉', 1: 2, 3: 4, 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}
28
29 #items
30 info.items()
31 dict_items([('stu1102', '龙泽萝拉'), (1, 2), (3, 4), ('stu1103', 'XiaoZe Maliya'), ('stu1106', 'Alex')])
32
33
34 #通过一个列表生成默认dict,有个没办法解释的坑，少用吧这个
35 >>> dict.fromkeys([1,2,3],'testd')
36 {1: 'testd', 2: 'testd', 3: 'testd'}

7）循环字典

1 #方法1
2 for key in info:
3     print(key,info[key])
4
5 #方法2
6 for k,v in info.items(): #会先把dict转成list,数据里大时莫用
7     print(k,v)

8）使用字典做三级菜单练习

 1 menu = {
 2     '北京':{
 3         '海淀':{
 4             '五道口':{
 5                 'soho':{},
 6                 '网易':{},
 7                 'google':{}
 8             },
 9             '中关村':{
10                 '爱奇艺':{},
11                 '汽车之家':{},
12                 'youku':{},
13             },
14             '上地':{
15                 '百度':{},
16             },
17         },
18         '昌平':{
19             '沙河':{
20                 '老男孩':{},
21                 '北航':{},
22             },
23             '天通苑':{},
24             '回龙观':{},
25         },
26         '朝阳':{},
27         '东城':{},
28     },
29     '上海':{
30         '闵行':{
31             "人民广场":{
32                 '炸鸡店':{}
33             }
34         },
35         '闸北':{
36             '火车战':{
37                 '携程':{}
38             }
39         },
40         '浦东':{},
41     },
42     '山东':{},
43 }
44
45
46 exit_flag = False
47 current_layer = menu
48
49 layers = [menu]
50
51 while not  exit_flag:
52     for k in current_layer:
53         print(k)
54     choice = input(">>:").strip()
55     if choice == "b":
56         current_layer = layers[-1]
57         #print("change to laster", current_layer)
58         layers.pop()
59     elif choice not  in current_layer:continue
60     else:
61         layers.append(current_layer)
62         current_layer = current_layer[choice]

四、集合

特性：集合是一个无序的，不重复的数据组合，主要作用

1.去重，把列表变成集合，就自动去重

2.关系测试，测试两组数据之前的交集，并集，差集等关系

操作：

 1 s = set([3,5,9,10])      #创建一个数值集合
 2
 3 t = set("Hello")         #创建一个唯一字符的集合
 4
 5
 6 a = t | s          # t 和 s的并集
 7
 8 b = t & s          # t 和 s的交集
 9
10 c = t – s          # 求差集（项在t中，但不在s中）
11
12 d = t ^ s          # 对称差集（项在t或s中，但不会同时出现在二者中）
13
14
15
16 基本操作：
17
18 t.add('x')            # 添加一项
19
20 s.update([10,37,42])  # 在s中添加多项
21
22
23
24 使用remove()可以删除一项：
25
26 t.remove('H')
27
28
29 len(s)
30 set 的长度
31
32 x in s
33 测试 x 是否是 s 的成员
34
35 x not in s
36 测试 x 是否不是 s 的成员
37
38 s.issubset(t)
39 s <= t
40 测试是否 s 中的每一个元素都在 t 中
41
42 s.issuperset(t)
43 s >= t
44 测试是否 t 中的每一个元素都在 s 中
45
46 s.union(t)
47 s | t
48 返回一个新的 set 包含 s 和 t 中的每一个元素
49
50 s.intersection(t)
51 s & t
52 返回一个新的 set 包含 s 和 t 中的公共元素
53
54 s.difference(t)
55 s - t
56 返回一个新的 set 包含 s 中有但是 t 中没有的元素
57
58 s.symmetric_difference(t)
59 s ^ t
60 返回一个新的 set 包含 s 和 t 中不重复的元素
61
62 s.copy()
63 返回 set “s”的一个浅复制  

五、文件操作

对文件操作流程

1. 打开文件，得到文件句柄并赋值给一个变量
2. 通过句柄对文件进行操作
3. 关闭文件

文件信息：

 1 Somehow, it seems the love I knew was always the most destructive kind
 2 不知为何，我经历的爱情总是最具毁灭性的的那种
 3 Yesterday when I was young
 4 昨日当我年少轻狂
 5 The taste of life was sweet
 6 生命的滋味是甜的
 7 As rain upon my tongue
 8 就如舌尖上的雨露
 9 I teased at life as if it were a foolish game
10 我戏弄生命 视其为愚蠢的游戏
11 The way the evening breeze
12 就如夜晚的微风
13 May tease the candle flame
14 逗弄蜡烛的火苗
15 The thousand dreams I dreamed
16 我曾千万次梦见
17 The splendid things I planned
18 那些我计划的绚丽蓝图
19 I always built to last on weak and shifting sand
20 但我总是将之建筑在易逝的流沙上
21 I lived by night and shunned the naked light of day
22 我夜夜笙歌 逃避白昼赤裸的阳光
23 And only now I see how the time ran away
24 事到如今我才看清岁月是如何匆匆流逝
25 Yesterday when I was young
26 昨日当我年少轻狂
27 So many lovely songs were waiting to be sung
28 有那么多甜美的曲儿等我歌唱
29 So many wild pleasures lay in store for me
30 有那么多肆意的快乐等我享受
31 And so much pain my eyes refused to see
32 还有那么多痛苦 我的双眼却视而不见
33 I ran so fast that time and youth at last ran out
34 我飞快地奔走 最终时光与青春消逝殆尽
35 I never stopped to think what life was all about
36 我从未停下脚步去思考生命的意义
37 And every conversation that I can now recall
38 如今回想起的所有对话
39 Concerned itself with me and nothing else at all
40 除了和我相关的 什么都记不得了
41 The game of love I played with arrogance and pride
42 我用自负和傲慢玩着爱情的游戏
43 And every flame I lit too quickly, quickly died
44 所有我点燃的火焰都熄灭得太快
45 The friends I made all somehow seemed to slip away
46 所有我交的朋友似乎都不知不觉地离开了
47 And only now I'm left alone to end the play, yeah
48 只剩我一个人在台上来结束这场闹剧
49 Oh, yesterday when I was young
50 噢 昨日当我年少轻狂
51 So many, many songs were waiting to be sung
52 有那么那么多甜美的曲儿等我歌唱
53 So many wild pleasures lay in store for me
54 有那么多肆意的快乐等我享受
55 And so much pain my eyes refused to see
56 还有那么多痛苦 我的双眼却视而不见
57 There are so many songs in me that won't be sung
58 我有太多歌曲永远不会被唱起
59 I feel the bitter taste of tears upon my tongue
60 我尝到了舌尖泪水的苦涩滋味
61 The time has come for me to pay for yesterday
62 终于到了付出代价的时间 为了昨日
63 When I was young
64 当我年少轻狂

对文件进行操作

1 f = open('lyrics') #打开文件
2 first_line = f.readline()
3 print('first line:',first_line) #读一行
4 print('我是分隔线'.center(50,'-'))
5 data = f.read()# 读取剩下的所有内容,文件大时不要用
6 print(data) #打印文件
7
8 f.close() #关闭文件

打开文件的模式有：

• r，只读模式（默认）。
• w，只写模式。【不可读；不存在则创建；存在则删除内容；】
• a，追加模式。【可读；   不存在则创建；存在则只追加内容；】

"+" 表示可以同时读写某个文件

• r+，可读写文件。【可读；可写；可追加】
• w+，写读
• a+，同a

"U"表示在读取时，可以将 \r \n \r\n自动转换成 \n （与 r 或 r+ 模式同使用）

• rU
• r+U

"b"表示处理二进制文件（如：FTP发送上传ISO镜像文件，linux可忽略，windows处理二进制文件时需标注）

• rb
• wb
• ab

其它语法

 1 def close(self): # real signature unknown; restored from __doc__
 2         """
 3         Close the file.
 4
 5         A closed file cannot be used for further I/O operations.  close() may be
 6         called more than once without error.
 7         """
 8         pass
 9
10     def fileno(self, *args, **kwargs): # real signature unknown
11         """ Return the underlying file descriptor (an integer). """
12         pass
13
14     def isatty(self, *args, **kwargs): # real signature unknown
15         """ True if the file is connected to a TTY device. """
16         pass
17
18     def read(self, size=-1): # known case of _io.FileIO.read
19         """
20         注意，不一定能全读回来
21         Read at most size bytes, returned as bytes.
22
23         Only makes one system call, so less data may be returned than requested.
24         In non-blocking mode, returns None if no data is available.
25         Return an empty bytes object at EOF.
26         """
27         return ""
28
29     def readable(self, *args, **kwargs): # real signature unknown
30         """ True if file was opened in a read mode. """
31         pass
32
33     def readall(self, *args, **kwargs): # real signature unknown
34         """
35         Read all data from the file, returned as bytes.
36
37         In non-blocking mode, returns as much as is immediately available,
38         or None if no data is available.  Return an empty bytes object at EOF.
39         """
40         pass
41
42     def readinto(self): # real signature unknown; restored from __doc__
43         """ Same as RawIOBase.readinto(). """
44         pass #不要用,没人知道它是干嘛用的
45
46     def seek(self, *args, **kwargs): # real signature unknown
47         """
48         Move to new file position and return the file position.
49
50         Argument offset is a byte count.  Optional argument whence defaults to
51         SEEK_SET or 0 (offset from start of file, offset should be >= 0); other values
52         are SEEK_CUR or 1 (move relative to current position, positive or negative),
53         and SEEK_END or 2 (move relative to end of file, usually negative, although
54         many platforms allow seeking beyond the end of a file).
55
56         Note that not all file objects are seekable.
57         """
58         pass
59
60     def seekable(self, *args, **kwargs): # real signature unknown
61         """ True if file supports random-access. """
62         pass
63
64     def tell(self, *args, **kwargs): # real signature unknown
65         """
66         Current file position.
67
68         Can raise OSError for non seekable files.
69         """
70         pass
71
72     def truncate(self, *args, **kwargs): # real signature unknown
73         """
74         Truncate the file to at most size bytes and return the truncated size.
75
76         Size defaults to the current file position, as returned by tell().
77         The current file position is changed to the value of size.
78         """
79         pass
80
81     def writable(self, *args, **kwargs): # real signature unknown
82         """ True if file was opened in a write mode. """
83         pass
84
85     def write(self, *args, **kwargs): # real signature unknown
86         """
87         Write bytes b to file, return number written.
88
89         Only makes one system call, so not all of the data may be written.
90         The number of bytes actually written is returned.  In non-blocking mode,
91         returns None if the write would block.
92         """
93         pass

with语句：用于为了避免打开文件后忘记关闭，可以通过管理上下文

语法：

with open('log','r') as f:

如此方式，当with代码块执行完毕时，内部会自动关闭并释放文件资源。

在Python 2.7 后，with又支持同时对多个文件的上下文进行管理，即：

1 with open('log1') as obj1, open('log2') as obj2:
2     pass

六、字符编码

1.在python2默认编码是ASCII, python3里默认是unicode

2.unicode 分为 utf-32(占4个字节),utf-16(占两个字节)，utf-8(占1-4个字节)， so utf-16就是现在最常用的unicode版本， 不过在文件里存的还是utf-8，因为utf8省空间

3.在py3中encode,在转码的同时还会把string 变成bytes类型，decode在解码的同时还会把bytes变回string

在python2上：

 1 #-*-coding:utf-8-*-
 2 __author__ = 'Alex Li'
 3
 4 import sys
 5 print(sys.getdefaultencoding())
 6
 7
 8 msg = "我爱北京天安门"
 9 msg_gb2312 = msg.decode("utf-8").encode("gb2312")
10 gb2312_to_gbk = msg_gb2312.decode("gbk").encode("gbk")
11
12 print(msg)
13 print(msg_gb2312)
14 print(gb2312_to_gbk)

python3上：

 1 #-*-coding:gb2312 -*-   #这个也可以去掉
 2 __author__ = 'Alex Li'
 3
 4 import sys
 5 print(sys.getdefaultencoding())
 6
 7
 8 msg = "我爱北京天安门"
 9 #msg_gb2312 = msg.decode("utf-8").encode("gb2312")
10 msg_gb2312 = msg.encode("gb2312") #默认就是unicode,不用再decode,喜大普奔
11 gb2312_to_unicode = msg_gb2312.decode("gb2312")
12 gb2312_to_utf8 = msg_gb2312.decode("gb2312").encode("utf-8")
13
14 print(msg)
15 print(msg_gb2312)
16 print(gb2312_to_unicode)
17 print(gb2312_to_utf8)