Python基础-列表、元祖

1. 列表、元组操作

列表是我们最以后最常用的数据类型之一，通过列表可以对数据实现最方便的存储、修改等操作

定义列表

names = ['Alex',"Tenglan",'Eric']

通过下标访问列表中的元素，下标从0开始计数

>>> names[0]

'Alex'

>>> names[2]

'Eric'

>>> names[-1]

'Eric'

>>> names[-2] #还可以倒着取

'Tenglan'

 

切片:取多个元素　　

>>> names = ["Alex","Tenglan","Eric","Rain","Tom","Amy"]

>>> names[1:4]  #取下标1至下标4之间的数字，包括1，不包括4

['Tenglan', 'Eric', 'Rain']

>>> names[1:-1] #取下标1至-1的值，不包括-1

['Tenglan', 'Eric', 'Rain', 'Tom']

>>> names[0:3] 

['Alex', 'Tenglan', 'Eric']

>>> names[:3] #如果是从头开始取，0可以忽略，跟上句效果一样

['Alex', 'Tenglan', 'Eric']

>>> names[3:] #如果想取最后一个，必须不能写-1，只能这么写

['Rain', 'Tom', 'Amy'] 

>>> names[3:-1] #这样-1就不会被包含了

['Rain', 'Tom']

>>> names[0::2] #后面的2是代表，每隔一个元素，就取一个

['Alex', 'Eric', 'Tom'] 

>>> names[::2] #和上句效果一样

['Alex', 'Eric', 'Tom']

追加

>>> names

['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy']

>>> names.append("我是新来的")

>>> names

['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']

插入

>>> names

['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']

>>> names.insert(2,"强行从Eric前面插入")

>>> names

['Alex', 'Tenglan', '强行从Eric前面插入', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']

>>> names.insert(5,"从eric后面插入试试新姿势")

>>> names

['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']

修改

>>> names

['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']

>>> names[2] = "该换人了"

>>> names

['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']

删除

>>> del names[2] 

>>> names

['Alex', 'Tenglan', 'Eric', 'Rain', '从eric后面插入试试新姿势', 'Tom', 'Amy', '我是新来的']

>>> del names[4]

>>> names

['Alex', 'Tenglan', 'Eric', 'Rain', 'Tom', 'Amy', '我是新来的']

>>> 

>>> names.remove("Eric") #删除指定元素

>>> names

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', '我是新来的']

>>> names.pop() #删除列表最后一个值 

'我是新来的'

>>> names

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy']

扩展

>>> names

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy']

>>> b = [1,2,3]

>>> names.extend(b)

>>> names

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]

拷贝

>>> names

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]

>>> name_copy = names.copy()

>>> name_copy

['Alex', 'Tenglan', 'Rain', 'Tom', 'Amy', 1, 2, 3]

统计

>>> names

['Alex', 'Tenglan', 'Amy', 'Tom', 'Amy', 1, 2, 3]

>>> names.count("Amy")

2

排序&翻转

>>> names

['Alex', 'Tenglan', 'Amy', 'Tom', 'Amy', 1, 2, 3]

>>> names.sort() #排序

Traceback (most recent call last):

  File "<stdin>", line 1, in <module>

TypeError: unorderable types: int() < str()   #3.0里不同数据类型不能放在一起排序了，擦

>>> names[-3] = '1'

>>> names[-2] = '2'

>>> names[-1] = '3'

>>> names

['Alex', 'Amy', 'Amy', 'Tenglan', 'Tom', '1', '2', '3']

>>> names.sort()

>>> names

['1', '2', '3', 'Alex', 'Amy', 'Amy', 'Tenglan', 'Tom']

>>> names.reverse() #反转

>>> names

['Tom', 'Tenglan', 'Amy', 'Amy', 'Alex', '3', '2', '1']

获取下标

>>> names

['Tom', 'Tenglan', 'Amy', 'Amy', 'Alex', '3', '2', '1']

>>> names.index("Amy")

2 #只返回找到的第一个下标

元组

元组其实跟列表差不多，也是存一组数，只不是它一旦创建，便不能再修改，所以又叫只读列表

语法

names = ("alex","jack","eric")

2. 字符串操作　　　

特性：不可修改　

name.capitalize()  首字母大写

name.casefold()   大写全部变小写

name.center(50,"-")  输出 '---------------------Alex Li----------------------'

name.count('lex') 统计 lex出现次数

name.encode()  将字符串编码成bytes格式

name.endswith("Li")  判断字符串是否以 Li结尾

"Alex\tLi".expandtabs(10) 输出'Alex      Li'， 将\t转换成多长的空格

name.find('A')  查找A,找到返回其索引， 找不到返回-1

format :

    >>> msg = "my name is {}, and age is {}"

    >>> msg.format("alex",22)

    'my name is alex, and age is 22'

    >>> msg = "my name is {1}, and age is {0}"

    >>> msg.format("alex",22)

    'my name is 22, and age is alex'

    >>> msg = "my name is {name}, and age is {age}"

    >>> msg.format(age=22,name="ale")

    'my name is ale, and age is 22'

format_map

    >>> msg.format_map({'name':'alex','age':22})

    'my name is alex, and age is 22'

msg.index('a')  返回a所在字符串的索引

'9aA'.isalnum()   True

'9'.isdigit() 是否整数

name.isnumeric

name.isprintable

name.isspace

name.istitle

name.isupper

"|".join(['alex','jack','rain'])

'alex|jack|rain'

maketrans

    >>> intab = "aeiou"  #This is the string having actual characters. 

    >>> outtab = "12345" #This is the string having corresponding mapping character

    >>> trantab = str.maketrans(intab, outtab)

    >>> 

    >>> str = "this is string example....wow!!!"

    >>> str.translate(trantab)

    'th3s 3s str3ng 2x1mpl2....w4w!!!'

 msg.partition('is')   输出 ('my name ', 'is', ' {name}, and age is {age}') 

 >>> "alex li, chinese name is lijie".replace("li","LI",1)

     'alex LI, chinese name is lijie'

 msg.swapcase 大小写互换

 >>> msg.zfill(40)

'00000my name is {name}, and age is {age}'

>>> n4.ljust(40,"-")

'Hello 2orld-----------------------------'

>>> n4.rjust(40,"-")

'-----------------------------Hello 2orld'

>>> b="ddefdsdff_哈哈" 

>>> 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

True

3. 字典操作

字典一种key - value 的数据类型，使用就像我们上学用的字典，通过笔划、字母来查对应页的详细内容。

语法:

info = {

    'stu1101': "TengLan Wu",

    'stu1102': "LongZe Luola",

    'stu1103': "XiaoZe Maliya",

}

字典的特性：

• dict是无序的
• key必须是唯一的,so 天生去重
  • 增加

>>> info["stu1104"] = "苍井空"

>>> info

{'stu1102': 'LongZe Luola', 'stu1104': '苍井空', 'stu1103': 'XiaoZe Maliya', 'stu1101': 'TengLan Wu'}

修改

>>> info['stu1101'] = "武藤兰"

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1101': '武藤兰'}

删除

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1101': '武藤兰'}

>>> info.pop("stu1101") #标准删除姿势

'武藤兰'

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}

>>> del info['stu1103'] #换个姿势删除

>>> info

{'stu1102': 'LongZe Luola'}

>>> 

>>> 

>>> 

>>> info = {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'} #随机删除

>>> info.popitem()

('stu1102', 'LongZe Luola')

>>> info

{'stu1103': 'XiaoZe Maliya'}

查找

>>> info = {'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya'}

>>> 

>>> "stu1102" in info #标准用法

True

>>> info.get("stu1102")  #获取

'LongZe Luola'

>>> info["stu1102"] #同上，但是看下面

'LongZe Luola'

>>> info["stu1105"]  #如果一个key不存在，就报错，get不会，不存在只返回None

Traceback (most recent call last):

  File "<stdin>", line 1, in <module>

KeyError: 'stu1105'

多级字典嵌套及操作

av_catalog = {

    "欧美":{

        "www.youporn.com": ["很多免费的,世界最大的","质量一般"],

        "www.pornhub.com": ["很多免费的,也很大","质量比yourporn高点"],

        "letmedothistoyou.com": ["多是自拍,高质量图片很多","资源不多,更新慢"],

        "x-art.com":["质量很高,真的很高","全部收费,屌比请绕过"]

    },

    "日韩":{

        "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"]

    },

    "大陆":{

        "1024":["全部免费,真好,好人一生平安","服务器在国外,慢"]

    }

}

av_catalog["大陆"]["1024"][1] += ",可以用爬虫爬下来"

print(av_catalog["大陆"]["1024"])

#ouput 

['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']

其它姿势

#values

>>> info.values()

dict_values(['LongZe Luola', 'XiaoZe Maliya'])

#keys

>>> info.keys()

dict_keys(['stu1102', 'stu1103'])

#setdefault

>>> info.setdefault("stu1106","Alex")

'Alex'

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}

>>> info.setdefault("stu1102","龙泽萝拉")

'LongZe Luola'

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}

#update 

>>> info

{'stu1102': 'LongZe Luola', 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}

>>> b = {1:2,3:4, "stu1102":"龙泽萝拉"}

>>> info.update(b)

>>> info  #值可以不唯一

{'stu1102': '龙泽萝拉', 1: 2, 3: 4, 'stu1103': 'XiaoZe Maliya', 'stu1106': 'Alex'}

#items

info.items()

dict_items([('stu1102', '龙泽萝拉'), (1, 2), (3, 4), ('stu1103', 'XiaoZe Maliya'), ('stu1106', 'Alex')])

#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

>>> dict.fromkeys([1,2,3],'testd')

{1: 'testd', 2: 'testd', 3: 'testd'}

循环dict

#方法1

for key in info:

print(key,info[key])

#方法2

for k,v in info.items(): #会先把dict转成list,数据里大时莫用

print(k,v)

程序练习

程序: 三级菜单

要求:

1. 打印省、市、县三级菜单
2. 可返回上一级
3. 可随时退出程序

menu = {

'北京':{

'海淀':{

'五道口':{

'soho':{},

'网易':{},

'google':{}

},

'中关村':{

'爱奇艺':{},

'汽车之家':{},

'youku':{},

},

'上地':{

'百度':{},

},

},

'昌平':{

'沙河':{

'老男孩':{},

'北航':{},

},

'天通苑':{},

'回龙观':{},

},

'朝阳':{},

'东城':{},

},

'上海':{

'闵行':{

"人民广场":{

'炸鸡店':{}

}

},

'闸北':{

'火车战':{

'携程':{}

}

},

'浦东':{},

},

'山东':{},

}

exit_flag = False

current_layer = menu

layers = [menu]

while not  exit_flag:

for k in current_layer:

print(k)

choice = input(">>:").strip()

if choice == "b":

current_layer = layers[-1]

#print("change to laster", current_layer)

layers.pop()

elif choice not  in current_layer:continue

else:

layers.append(current_layer)

current_layer = current_layer[choice]

4.集合操作

集合是一个无序的，不重复的数据组合，它的主要作用如下：

• 去重，把一个列表变成集合，就自动去重了
• 关系测试，测试两组数据之前的交集、差集、并集等关系

常用操作

s = set([3,5,9,10])      #创建一个数值集合  

t = set("Hello")         #创建一个唯一字符的集合  

a = t | s          # t 和 s的并集  

b = t & s          # t 和 s的交集  

c = t – s          # 求差集（项在t中，但不在s中）  

d = t ^ s          # 对称差集（项在t或s中，但不会同时出现在二者中）  

基本操作：

t.add('x')            # 添加一项  

s.update([10,37,42])  # 在s中添加多项  

使用remove()可以删除一项：  

t.remove('H')  

len(s)  

set 的长度  

x in s  

测试 x 是否是 s 的成员  

x not in s  

测试 x 是否不是 s 的成员  

s.issubset(t)  

s <= t  

测试是否 s 中的每一个元素都在 t 中  

s.issuperset(t)  

s >= t  

测试是否 t 中的每一个元素都在 s 中  

s.union(t)  

s | t  

返回一个新的 set 包含 s 和 t 中的每一个元素  

s.intersection(t)  

s & t  

返回一个新的 set 包含 s 和 t 中的公共元素  

s.difference(t)  

s - t  

返回一个新的 set 包含 s 中有但是 t 中没有的元素  

s.symmetric_difference(t)  

s ^ t  

返回一个新的 set 包含 s 和 t 中不重复的元素  

s.copy()  

返回 set “s”的一个浅复制  

5.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

现有文件如下

Somehow, it seems the love I knew was always the most destructive kind

不知为何，我经历的爱情总是最具毁灭性的的那种

Yesterday when I was young

昨日当我年少轻狂

The taste of life was sweet

生命的滋味是甜的

As rain upon my tongue

就如舌尖上的雨露

I teased at life as if it were a foolish game

我戏弄生命 视其为愚蠢的游戏

The way the evening breeze

就如夜晚的微风

May tease the candle flame

逗弄蜡烛的火苗

The thousand dreams I dreamed

我曾千万次梦见

The splendid things I planned

那些我计划的绚丽蓝图

I always built to last on weak and shifting sand

但我总是将之建筑在易逝的流沙上

I lived by night and shunned the naked light of day

我夜夜笙歌 逃避白昼赤裸的阳光

And only now I see how the time ran away

事到如今我才看清岁月是如何匆匆流逝

Yesterday when I was young

昨日当我年少轻狂

So many lovely songs were waiting to be sung

有那么多甜美的曲儿等我歌唱

So many wild pleasures lay in store for me

有那么多肆意的快乐等我享受

And so much pain my eyes refused to see

还有那么多痛苦 我的双眼却视而不见

I ran so fast that time and youth at last ran out

我飞快地奔走 最终时光与青春消逝殆尽

I never stopped to think what life was all about

我从未停下脚步去思考生命的意义

And every conversation that I can now recall

如今回想起的所有对话

Concerned itself with me and nothing else at all

除了和我相关的 什么都记不得了

The game of love I played with arrogance and pride

我用自负和傲慢玩着爱情的游戏

And every flame I lit too quickly, quickly died

所有我点燃的火焰都熄灭得太快

The friends I made all somehow seemed to slip away

所有我交的朋友似乎都不知不觉地离开了

And only now I'm left alone to end the play, yeah

只剩我一个人在台上来结束这场闹剧

Oh, yesterday when I was young

噢 昨日当我年少轻狂

So many, many songs were waiting to be sung

有那么那么多甜美的曲儿等我歌唱

So many wild pleasures lay in store for me

有那么多肆意的快乐等我享受

And so much pain my eyes refused to see

还有那么多痛苦 我的双眼却视而不见

There are so many songs in me that won't be sung

我有太多歌曲永远不会被唱起

I feel the bitter taste of tears upon my tongue

我尝到了舌尖泪水的苦涩滋味

The time has come for me to pay for yesterday

终于到了付出代价的时间 为了昨日

When I was young

当我年少轻狂

基本操作　　

f = open('lyrics') #打开文件

first_line = f.readline()

print('first line:',first_line) #读一行

print('我是分隔线'.center(50,'-'))

data = f.read()# 读取剩下的所有内容,文件大时不要用

print(data) #打印文件

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

def close(self): # real signature unknown; restored from __doc__

"""

Close the file.

A closed file cannot be used for further I/O operations.  close() may be

called more than once without error.

"""

pass

def fileno(self, *args, **kwargs): # real signature unknown

""" Return the underlying file descriptor (an integer). """

pass

def isatty(self, *args, **kwargs): # real signature unknown

""" True if the file is connected to a TTY device. """

pass

def read(self, size=-1): # known case of _io.FileIO.read

"""

注意，不一定能全读回来

Read at most size bytes, returned as bytes.

Only makes one system call, so less data may be returned than requested.

In non-blocking mode, returns None if no data is available.

Return an empty bytes object at EOF.

"""

return ""

def readable(self, *args, **kwargs): # real signature unknown

""" True if file was opened in a read mode. """

pass

def readall(self, *args, **kwargs): # real signature unknown

"""

Read all data from the file, returned as bytes.

In non-blocking mode, returns as much as is immediately available,

or None if no data is available.  Return an empty bytes object at EOF.

"""

pass

def readinto(self): # real signature unknown; restored from __doc__

""" Same as RawIOBase.readinto(). """

pass #不要用,没人知道它是干嘛用的

def seek(self, *args, **kwargs): # real signature unknown

"""

Move to new file position and return the file position.

Argument offset is a byte count.  Optional argument whence defaults to

SEEK_SET or 0 (offset from start of file, offset should be >= 0); other values

are SEEK_CUR or 1 (move relative to current position, positive or negative),

and SEEK_END or 2 (move relative to end of file, usually negative, although

many platforms allow seeking beyond the end of a file).

Note that not all file objects are seekable.

"""

pass

def seekable(self, *args, **kwargs): # real signature unknown

""" True if file supports random-access. """

pass

def tell(self, *args, **kwargs): # real signature unknown

"""

Current file position.

Can raise OSError for non seekable files.

"""

pass

def truncate(self, *args, **kwargs): # real signature unknown

"""

Truncate the file to at most size bytes and return the truncated size.

Size defaults to the current file position, as returned by tell().

The current file position is changed to the value of size.

"""

pass

def writable(self, *args, **kwargs): # real signature unknown

""" True if file was opened in a write mode. """

pass

def write(self, *args, **kwargs): # real signature unknown

"""

Write bytes b to file, return number written.

Only makes one system call, so not all of the data may be written.

The number of bytes actually written is returned.  In non-blocking mode,

returns None if the write would block.

"""

pass

with语句

为了避免打开文件后忘记关闭，可以通过管理上下文，即：

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：

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

pass

程序练习　　

程序1: 实现简单的shell sed替换功能

程序2:修改haproxy配置文件 

需求：

1、查

输入：www.oldboy.org

获取当前backend下的所有记录

2、新建

输入：

arg = {

'bakend': 'www.oldboy.org',

'record':{

'server': '100.1.7.9',

'weight': 20,

'maxconn': 30

}

}

3、删除

输入：

arg = {

'bakend': 'www.oldboy.org',

'record':{

'server': '100.1.7.9',

'weight': 20,

'maxconn': 30

}

}

global

log 127.0.0.1 local2

daemon

maxconn 256

log 127.0.0.1 local2 info

defaults

log global

mode http

timeout connect 5000ms

timeout client 50000ms

timeout server 50000ms

option  dontlognull

listen stats :8888

stats enable

stats uri       /admin

stats auth      admin:1234

frontend oldboy.org

bind 0.0.0.0:80

option httplog

option httpclose

option  forwardfor

log global

acl www hdr_reg(host) -i www.oldboy.org

use_backend www.oldboy.org if www

backend www.oldboy.org

server 100.1.7.9 100.1.7.9 weight 20 maxconn 3000

6. 字符编码与转码

需知:

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

上图仅适用于py2

#-*-coding:utf-8-*-

__author__ = 'Alex Li'

import sys

print(sys.getdefaultencoding())

msg = "我爱北京天安门"

msg_gb2312 = msg.decode("utf-8").encode("gb2312")

gb2312_to_gbk = msg_gb2312.decode("gbk").encode("gbk")

print(msg)

print(msg_gb2312)

print(gb2312_to_gbk)

#-*-coding:gb2312 -*-   #这个也可以去掉

__author__ = 'Alex Li'

import sys

print(sys.getdefaultencoding())

msg = "我爱北京天安门"

#msg_gb2312 = msg.decode("utf-8").encode("gb2312")

msg_gb2312 = msg.encode("gb2312") #默认就是unicode,不用再decode,喜大普奔

gb2312_to_unicode = msg_gb2312.decode("gb2312")

gb2312_to_utf8 = msg_gb2312.decode("gb2312").encode("utf-8")

print(msg)

print(msg_gb2312)

print(gb2312_to_unicode)

print(gb2312_to_utf8)