Python基础知识1
一、PRINT FORMATTED OUTPUT
1、%形式输出
1.1 匹配字符，整数，浮点数(含精度)，%类似转义
print("my name is %s，age %d height %.2fm learning python progress is 3%%s." %('burton',33,1.785))
output result:
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my name is burton，age 33 height 1.78m learning python progress is 3%s.
1.2 指定占位符宽度、左右对齐和填充
print ("Name:%-10s Age:%08d Height:%8.2f"%("Aviad",25,1.833))
output result:
Name:Aviad Age:00000025 Height: 1.83
1.3 有以下格式符
%s 字符串 (采用str()的显示)
%r 字符串 (采用repr()的显示)
%c 单个字符
%b 二进制整数
%d 十进制整数
%i 十进制整数
%o 八进制整数
%x 十六进制整数
%e 指数 (基底写为e)
%E 指数 (基底写为E)
%f 浮点数
%F 浮点数，与上相同
%g 指数(e)或浮点数 (根据显示长度)
%G 指数(E)或浮点数 (根据显示长度)
%% 字符"%"
2、format形式输出
2.1 位置传参
li = ['burton',18,178]
print('my name is {} ,age {}'.format('burton',18))
print('my name is {1} ,age {0}'.format(18,'burton'))
print('my name is {0} ,age {1}'.format(*li))
print('name is {0[0]} age is {0[1]}'.format(li))
output result:
my name is burton ,age 18
2.2 关键字传参
hash = {'name':'burton','age':18,'heigth':178}
print('my name is {name},age is {age}'.format(name='burton',age=18))
print('my name is {name},age is {age}'.format(**hash))
output result:
my name is burton ,age 18
2.3 填充与格式化
print('{0:*>8}'.format(18)) ##右对齐
******18
print('{0:*<8}'.format(18)) ##左对齐
18******
print('{0:*^8}'.format(18)) ##居中对齐
***18***
2.4 精度与进制
print('{0:.2f}'.format(1/3)) # 0.33
print('{0:b}'.format(10)) # 1010
print('{0:o}'.format(10)) # 12
print('{0:x}'.format(10)) # a
print('{:,}'.format(1234567890)) # 1,234,567,890
3、GIve some examples
e.g.1
lst=[('lily',23,'female'),('burton',34,'male')]
for tup in lst:
print(*tup,sep='!',end='*')
output result:
lily!23!female*burton!34!male*
二、LOGICAL OPERATION
Priority level: not > and > or
print(True or False) # True
print(2 and 3) # 3
print(2 or 1 < 3) # 2
print(3 < 1 or 2 and 1) # 1
print(not 2 > 4 and 5 or 3 < 2 and 3) # 5
三、DATATYPE
1、Integer
print(int(5.1)) # 5
print(int('5')) # 5
i = 5
print(i.bit_length()) # 3 Turn binary digits 101
2、Strings
2.1 字符串常用函数
s = 'sA3 u43'
s0 = s.capitalize() # Sa3 u43
s1 = s.title() # Sa3 U43
s2 = s.replace('s','w') # wA3 u43
s31 = s.find('3',3,) # 6 find index,from 3 to end
s32 = s.find('3',3,6) # -1 last index
s33 = s.find('3') # 2 times
s4 = s.center(20,'*') # ******sA3 u43*******
s5 = s.count('3',1,4) # 1 count substr,index from 1 to 4
s6 = s.index('u',1,5) # 6
s7 = s.split() # ['sA3', 'u43'] change to list，default delimiter space
s8 = s.strip(3) # sA3 u4 Remove both sides matching characters，default space
s9 = s.startswith('u',4,) # True return Boolean type
s10 = s.endswith('2') # False
s11 = s.upper() # 'SA3 U43'
s12 = s.lower() # 'sa3 u43'
s13 = '#'.join(s) # s#A#3# #u#4#3
2.2 字符串切片
s = 'abcD1efs2'
s0 = s[:] # abcD1efs2
s1 = s[0:] # abcD1efs2
s2 = s[4:-1] # 1efs
s3 = s[4:-1:2] # 1f
s4 = s[4::-1] # 1Dcba
s5 = s[6:0:-2] # f1c
s6 = s[s.index('c'):0:-1] # cb
s7 = s[0:6:-2] # None
3、List
3.1 列表增删改查
li = ['alex','wusir']
3.1.1 增加列表
li.append('burton') # ['alex', 'wusir', 'burton']
li.insert(1,'lina') # ['alex', 'lina', 'wusir']
li.extend('boy') # ['alex', 'wusir', 'b', 'o', 'y']
3.1.2 删除列表
name = li.pop(0)
print(name,li) # alex ['wusir'] 默认删除最后一个
li.remove('alex') # ['wusir'] 按元素去删除
li.clear() # 清空
del li # 删除列内容和定义
del li[1:] # ['alex'] 切片去删除
3.1.3 修改列表
li[0] = [1,'burton'] # [[1, 'burton'], 'wusir']
li[0:2] = [1,'burton','jm'] # [1, 'burton','jm']
3.1.4 查找列表
for i in li:
print(i) # alex wusir
print(li[0:2]) # ['alex', 'wusir']
3.2 公共方法
li = [1,5,6,2,5]
l = len(li) # 5
num = li.count(5) # 2
num = li.index(5) # 1
l1 = li.sort() # None 顺序，只针对原列表
l2 = li.reverse() # None 倒序，只针对原列表
lst = ['alex','wusir']
s = '+'.join(lst) # 得到字符串 alex+wusir
3.3 特殊列表
for i in range(2,5) # 2 3 4
for i in range(3) # 0 1 2
for i in range(0,10,3) # 0 3 6 9
for i in range(7,0,-2) # 7 5 3 1
3.4 枚举
list1 = [1,2,33]
for i, v in enumerate(list1):
print(i, ":", v)
result：
0 : 1
1 : 2
2 : 33
3.5 遍历所有的元素
li = [1,2,3,5,'alex',[2,3,4,5,'taibai'],'afds']
for i in range(len(li)):
if type(li[i]) == list:
# if isinstance(li[i],list):
for j in li[i]:
print(j)
else:print(li[i])
3.6 去重复值：
def del_duplicates(values):
if len(values) == 0:
return False
lst = []
lst.append(values[0])
for i in range(1,len(values)):
if values[i] in lst:
continue
else:
lst.append(values[i])
return lst
print(del_duplicates([20,30,20,40,30]))
4、tuple（只读列表，可循环查询，可切片，儿子不能改，孙子可能可以改）
tu = (1,'alex',[3,4,'taibai'])
tu[2][2] # taibai
tu[2][2]=tu[2][2].upper() # TAIBAI 转成大写
for i in tu:
print(i) # 查看元祖
5、Dictionary
dic1 = {'age': 18, 'name': 'jin'}
5.1 增加字典
dic1['height'] = 185 # 对没有键值添加，有键值的覆盖
dic1.setdefault('weight') # 没有键值，默认为None
dic1.setdefault('weight',150) # 位置随机
dic1.setdefault('name','burton') # 有键值不添加
5.2 删除字典
dic1.pop('age') # 18
dic1.pop('sex',None) # 没key就会报错，避免该问题可设置返回值
dic1.popitem()) # 随机删除 有返回值 元组里面是删除的键值。
del dic1['name'] # 删字典内容，如没对应key报错
del dic1 # 删整个字典
dic1.clear() #清空字典
5.3 修改字典
dic1['age'] = 16 # 原来有的key
dic2 = {"name":"alex","weight":75}
dic2.update(dic) # 原来有key修改，没有增加
5.4 查找字典
print(dic1.items()) #打印出是个列表
for i in dic1.keys()
for i in dic1.values()
for k,v in dic1.items()
dic1.get('name1','no key') # 没匹配就返回空，如有第二个参数，返回第二个参数
5.5 例子
def element_times(values):
if len(values) == 0:
return False
dic = {}
for i in range(0,len(values)):
if str(values[i]) in dic:
dic[str(values[i])] += 1
else:
dic[str((values[i]))] = 1
return dic
print(element_times([40,30,30,20,40,30,40]))
output result:
{'20': 1, '40': 3, '30': 3}
6、set
set1 = set({1,2,3})
set1 = {1,2,3} #元素是不可哈希
6.1 insert set content
set1.add('burton') # {1,2,3,'burton'}
set1.update('abc') # {1,2,3,'abc'}
6.2 delete set content
set1.pop() # 随机删除
print(set1.pop()) # 有返回值
set1.remove(2) # 按元素
set1.clear() # set()
del set1
6.3 intersection and union and so.
set1 = {2,3,4}
set2 = {4,5,6}
print(set1 & set2) # {4}
print(set1.intersection(set2)) # {4}
print(set1 | set2) # {2, 3, 4, 5, 6}
print(set2.union(set1)) # {2, 3, 4, 5, 6}
print(set1 ^ set2) # {2, 3, 5, 6}
print(set1.symmetric_difference(set2)) # {2, 3, 5, 6}
print(set1 - set2) # {2, 3}
6.4 Give some examples
e.g.1 ### remove duplicate values
li = [1,2,33,33,2,1,4,5,6,6]
set1 = set(li)
li = list(set1)
print(li)
四、FILES
1、read file
The testfile.txt file is stored in 'abc'
e.g.1 # 'r' read mode
f = open('testfile.txt',mode='r',encoding='utf-8')
content = f.read()
print(content)
f.close()
# must close the file after used
result: abc
with open('testfile.txt',mode='r',encoding='utf-8') as f:
print(f.read()) # needn't close the file
output result: abc
e.g.2 # 'r+b' read mode
f = open('testfile.txt',mode='r+b')
content = f.read()
f.close()
print(content)
output result: b'abc'
e.g.3 # '你好' in file
f = open('testfile.txt',mode='r+b')
print(f.read())
f.write('大猛'.encode('utf-8'))
f.close()
output result: print b'\xe4\xbd\xa0\xe5\xa5\xbd' ,'你好大猛' in file
e.g.4 # 'r+' read mode,'abc' in file
f = open('testfile.txt',mode='r+',encoding='utf-8')
content = f.read()
print(content)
f.write('ABC')
f.close()
output result: print 'abc' , 'abcABC' in file
e.g.5 # We change the order of reading and writing,'abc' in file
f = open('testfile.txt',mode='r+',encoding='utf-8')
f.write('ABC')
content = f.read()
print(content)
f.close()
output result: print None , 'ABC' in file
2、write file
e.g.1 # 'abc' in file
f = open('testfile.txt',mode='r',encoding='utf-8')
f.write('DBA')
f.close()
result:'DBA' # The file content will be recover by 'DBA'
e.g.2 # 'abc' in file
f = open('testfile.txt',mode='w+',encoding='utf-8')
f.write('aaa')
f.seek(0)
print(f.read())
f.close()
result:print 'aaa','aaa' in file
e.g.3 # 'wb'mode
f = open('testfile.txt',mode='wb')
f.write('佳琪'.encode('utf-8'))
f.close()
result:'佳琪' in file
e.g.4 # 'abc' in file
f = open('testfile.txt',mode='a+',encoding='utf-8')
f.write('佳琪')
f.seek(0) #move cursor position
print(f.read())
f.close()
output result:print 'abc佳琪'，also 'abc佳琪' in file
3、Other function
print(f.tell()) # tell you where is cursor position
f.truncate(4)
f.readlines() # Read files line by line
4、 Give some examples
e.g.1
# 'abc\nABC' in file
with open('testfile.txt',mode='r',encoding='utf-8') as f:
for i in f.readlines()
print(i)
outputresult:
abc
ABC
五、FUNCTION
1、Description function
def func():
'''
You can describe what function is implemented.
How to use parameter values
what return
'''
pass
2、How to use function
e.g.1
def sum(a,b=2,*args):
total = a +b
for i in args:
total += i
return total
print(sum(1,4,9,10)) #24
print(sum(2)) #4
e.g.2
def func1(a,b=1,**kvargs):
print(a,b,kvargs)
func1(3,4,x=4,y=5) # 3 4 {'x': 4, 'y': 5}
e.g.3
def func2(*args,**kvargs):
print(args,kvargs)
func2('a',1,x=3,y=2) # ('a', 1) {'y': 2, 'x': 3}
e.g.4
def func3(a,*args):
total = a
for i in args:
total += i
return total
li = [1,3,5,7,9]
print(func3(*li)) # 25
3、递归函数
e.g.5 #斐波那契数列 1,1,2,3,5,8,13,21,34,55
#mothed 1
def fun(n):
if n == 1:
return 1
if n == 2:
return 1
return fun(n-1) +fun(n-2)
print(fun(6)) # 8 这样写效率很差
#mothed 2
def fib(n,a=1,b=1):
if n==1 : return a
return fib(n-1,b,a+b)
print(fib(6)) # 8 这样写效率高
4、变量作用域
e.g.6 # nolocal 一般是用在闭包函数里
x = 123
def outer():
x = 100
def inter():
nonlocal x
x = 200
inter()
print(x)
outer()
output result: 200
e.g.7 # global全局变量
x = 123
def testglobal():
global x
print(x)
x = 100
print(x)
testGlobal()
print(x)
output result:
123
100
100
5、Give some examples
e.g.8 # 登入验证
my_script1.py
def judgment(user,li=[]):
for i in range(len(li)):
if user in li[i].keys():
return 1
if not user.isalnum() and user[0].isdigit():
return 2
return 3
def register(user,pswd,li=[]):
li.append({user:pswd})
return li
li = [{'lina': '342'}, {'burton': '223'}]
flag = True
i = 0
while i < 3:
usernm = input("Please enter username:")
if judgment(usernm,li) == 1:
print('该账号已被注册，请重新输入账号。')
i += 1
continue
elif judgment(usernm,li) == 2:
print('输入的账号只能数字和字母，且不能数字开头!')
i += 1
continue
else:
passwd = input("Please enter password:")
register(usernm,passwd,li)
break
else:
print('你没有机会了！')
print(li)
e.g.9 # 随机数据和字母验证码
# def ger_verif(arg):
# l=[]
# for i in range(48,58):
# l.append(chr(i))
# for i in range(65,91):
# l.append(chr(i))
# for i in range(97,123):
# l.append(chr(i))
# lst = random.sample(l,arg)
# print(''.join(lst))
# return ''.join(lst)
def ger_verif(arg):
s=""
for i in range(0,arg):
cur = random.randint(0,5)
if cur > 2:
cur = chr(random.randint(65,90))
elif i < 2:
cur = chr(random.randint(97,122))
else:
cur = chr(random.randint(48,57))
s += cur
print(s)
return s
def verification():
num = 3
gere = ger_verif(6)
while num > 0:
str = input('Please enter code:')
if len(str) == 0:
return 0
if gere.upper() != str.upper():
num -= 1
print('Please enter correctly verification!')
else:
return 1
return 0
ret = verification()
print(ret)
六、REGULAR KNOWLEDGE POINT
http://tool.chinaz.com/regex/
测试网站
https://www.regexpal.com/
(正则在线匹配)
1、Cheat Sheet
1.1 Character classes
. # any character except newline
\w \d \s # word, digit, whitespace
\W \D \S # not word, digit, whitespace
[abc] # any of a, b, or c
[^abc] # not a, b, or c
[a-g] # character between a & g
1.2 Anchors
^abc$ # start / end of the string
\b # word boundary
1.3 Escaped characters
\. \* \\ # escaped special characters
\t \n \r # tab, linefeed, carriage return
\u00A9 # unicode escaped
1.4 Groups & Lookaround
(abc) # capture group
\1 # backreference to group #1
(?:abc) # non-capturing group
(?=abc) # positive lookahead
(?!abc) # negative lookahead
1.5 Quantifiers & Alternation
a* a+ a? # 0 or more, 1 or more, 0 or 1
a{5} a{2,} # exactly five, two or more
a{1,3} # between one & three
a+? a{2,}? # match as few as possible
ab|cd # match ab or cd
2、 Give some examples
e.g.1
str1 = 'chinese&people'
ret = re.findall('(?<=chinese)\Wpeople',str1) # &people
ret1 = re.findall('chinese\W(?=people)',str1) # chinese&
ret2 = re.findall('(?ret3 = re.findall('chinese\W(?!=man)',str1) # chinese&
ret4 = re.sub('\B(?=(?:\d{3})+(?!\d))',',','1234567890') #1,234,567,890 ???
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