Python全栈开发之路 【第二篇】：Python基础之数据类型
本节内容
一、字符串
记住：
有序类型：列表，元组，字符串 ---> 都可迭代； 无序类型：字典，集合 ---> 不可迭代；
特性：不可修改
class str(object): """ str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to 'strict'. """ def capitalize(self): # real signature unknown; restored from __doc__ """ 首字母变大写 S.capitalize() -> str Return a capitalized version of S, i.e. make the first character have upper case and the rest lower case. """ return "" def casefold(self): # real signature unknown; restored from __doc__ """ 把整个字符串的所有字符改为小写 S.casefold() -> str Return a version of S suitable for caseless comparisons. """ return "" def center(self, width, fillchar=None): # real signature unknown; restored from __doc__ """ 原来空格居中，不够用空格补全 S.center(width[, fillchar]) -> str Return S centered in a string of length width. Padding is done using the specified fill character (default is a space) """ return "" def count(self, sub, start=None, end=None): # real signature unknown; restored from __doc__ """ 从一个范围内的统计某 str 出现次数 S.count(sub[, start[, end]]) -> int Return the number of non-overlapping occurrences of substring sub in string S[start:end]. Optional arguments start and end are interpreted as in slice notation. """ return 0 def encode(self, encoding='utf-8', errors='strict'): # real signature unknown; restored from __doc__ """ 以encoding指定的编码格式对字符串编码，如果出错默认报一个ValueError, 除非errors指定的是 ignore 或 replace S.encode(encoding='utf-8', errors='strict') -> bytes Encode S using the codec registered for encoding. Default encoding is 'utf-8'. errors may be given to set a different error handling scheme. Default is 'strict' meaning that encoding errors raise a UnicodeEncodeError. Other possible values are 'ignore', 'replace' and 'xmlcharrefreplace' as well as any other name registered with codecs.register_error that can handle UnicodeEncodeErrors. """ return b"" def endswith(self, suffix, start=None, end=None): # real signature unknown; restored from __doc__ """ 检查字符串是否以 suffix 子字符串结束，start和end 表示范围，可选 S.endswith(suffix[, start[, end]]) -> bool Return True if S ends with the specified suffix, False otherwise. With optional start, test S beginning at that position. With optional end, stop comparing S at that position. suffix can also be a tuple of strings to try. """ return False def expandtabs(self, tabsize=8): # real signature unknown; restored from __doc__ """ 将字符串中包含的 \t 转换成tabsize个空格 S.expandtabs(tabsize=8) -> str Return a copy of S where all tab characters are expanded using spaces. If tabsize is not given, a tab size of 8 characters is assumed. """ return "" def find(self, sub, start=None, end=None): # real signature unknown; restored from __doc__ """ 检查sub是否包含在字符串中，如果有 返回索引值，否则返回-1 S.find(sub[, start[, end]]) -> int Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation. Return -1 on failure. """ return 0 def format(self, *args, **kwargs): # known special case of str.format """ 格式化输出 三种形式： 形式一： >>>print('{0}{1}{0}'.format('a','b')) aba 形式二：（必须一一对应） >>>print('{}{}{}'.format('a','b')) Traceback (most recent call last): File "<input>", line 1, in <module> IndexError: tuple index out of range >>>print('{}{}'.format('a','b')) ab 形式三： >>>print('{name} {age}'.format(age=18,name='hyp')) hyp 18 S.format(*args, **kwargs) -> str Return a formatted version of S, using substitutions from args and kwargs. The substitutions are identified by braces ('{' and '}'). """ pass def format_map(self, mapping): # real signature unknown; restored from __doc__ """ 与 format 区别 '{name}'.format(**dict(name='hyp')) '{name}'.format_map(dict(name='hyp')) S.format_map(mapping) -> str Return a formatted version of S, using substitutions from mapping. The substitutions are identified by braces ('{' and '}'). """ return "" def index(self, sub, start=None, end=None): # real signature unknown; restored from __doc__ """ 跟find一样，当索引值不存在时，会产生一个异常 S.index(sub[, start[, end]]) -> int Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation. Raises ValueError when the substring is not found. """ return 0 def isalnum(self): # real signature unknown; restored from __doc__ """ 至少一个字符，且都是字母或数字才返回True S.isalnum() -> bool Return True if all characters in S are alphanumeric and there is at least one character in S, False otherwise. """ return False def isalpha(self): # real signature unknown; restored from __doc__ """ 至少一个字符，且都是字母才返回True S.isalpha() -> bool Return True if all characters in S are alphabetic and there is at least one character in S, False otherwise. """ return False def isdecimal(self): # real signature unknown; restored from __doc__ """ 字符串只包含十进制数字 则返回True S.isdecimal() -> bool Return True if there are only decimal characters in S, False otherwise. """ return False def isdigit(self): # real signature unknown; restored from __doc__ """ 字符串只包含数字 则返回True S.isdigit() -> bool Return True if all characters in S are digits and there is at least one character in S, False otherwise. """ return False def isidentifier(self): # real signature unknown; restored from __doc__ """ 字符串为关键字 则返回True S.isidentifier() -> bool Return True if S is a valid identifier according to the language definition. Use keyword.iskeyword() to test for reserved identifiers such as "def" and "class". """ return False def islower(self): # real signature unknown; restored from __doc__ """ 字符串中至少包含一个区分大小写的字符，并且字符都是小写，则返回True，否则False S.islower() -> bool Return True if all cased characters in S are lowercase and there is at least one cased character in S, False otherwise. """ return False def isnumeric(self): # real signature unknown; restored from __doc__ """ 字符串只包含数字字符，则返回True S.isnumeric() -> bool Return True if there are only numeric characters in S, False otherwise. """ return False def isprintable(self): # real signature unknown; restored from __doc__ """ S.isprintable() -> bool Return True if all characters in S are considered printable in repr() or S is empty, False otherwise. """ return False def isspace(self): # real signature unknown; restored from __doc__ """ 字符串只包含空格，则返回True S.isspace() -> bool Return True if all characters in S are whitespace and there is at least one character in S, False otherwise. """ return False def istitle(self): # real signature unknown; restored from __doc__ """ 字符串是标题化（所有单词都以大写开头，其余字母小写），则返回True S.istitle() -> bool Return True if S is a titlecased string and there is at least one character in S, i.e. upper- and titlecase characters may only follow uncased characters and lowercase characters only cased ones. Return False otherwise. """ return False def isupper(self): # real signature unknown; restored from __doc__ """ 字符串中至少包含一个区分大小写的字符，并且字符都是大写，则返回True，否则False S.isupper() -> bool Return True if all cased characters in S are uppercase and there is at least one cased character in S, False otherwise. """ return False def join(self, iterable): # real signature unknown; restored from __doc__ """ 以字符串作为分隔符，插入到sub中所有的字符之间 S.join(iterable) -> str Return a string which is the concatenation of the strings in the iterable. The separator between elements is S. """ return "" def ljust(self, width, fillchar=None): # real signature unknown; restored from __doc__ """ 返回一个左对齐的字符串，并使空格填充至长度为width的新字符串 S.ljust(width[, fillchar]) -> str Return S left-justified in a Unicode string of length width. Padding is done using the specified fill character (default is a space). """ return "" def lower(self): # real signature unknown; restored from __doc__ """ 转换字符串中所有大写字符为小写 S.lower() -> str Return a copy of the string S converted to lowercase. """ return "" def lstrip(self, chars=None): # real signature unknown; restored from __doc__ """ 去掉字符串左边的所有空格 S.lstrip([chars]) -> str Return a copy of the string S with leading whitespace removed. If chars is given and not None, remove characters in chars instead. """ return "" def maketrans(self, *args, **kwargs): # real signature unknown """ Return a translation table usable for str.translate(). If there is only one argument, it must be a dictionary mapping Unicode ordinals (integers) or characters to Unicode ordinals, strings or None. Character keys will be then converted to ordinals. If there are two arguments, they must be strings of equal length, and in the resulting dictionary, each character in x will be mapped to the character at the same position in y. If there is a third argument, it must be a string, whose characters will be mapped to None in the result. """ pass def partition(self, sep): # real signature unknown; restored from __doc__ """ 找到字符串，把字符串分成一个3元组，如果子字符串不存在，则返回（'原字符串'，'',''） S.partition(sep) -> (head, sep, tail) Search for the separator sep in S, and return the part before it, the separator itself, and the part after it. If the separator is not found, return S and two empty strings. """ pass def replace(self, old, new, count=None): # real signature unknown; restored from __doc__ """ 把字符串中的old子字符串替换成new子字符串， 如果count指定，则替换不超过count次。 S.replace(old, new[, count]) -> str Return a copy of S with all occurrences of substring old replaced by new. If the optional argument count is given, only the first count occurrences are replaced. """ return "" def rfind(self, sub, start=None, end=None): # real signature unknown; restored from __doc__ """ 从右边开始查找，与find类似 S.rfind(sub[, start[, end]]) -> int Return the highest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation. Return -1 on failure. """ return 0 def rindex(self, sub, start=None, end=None): # real signature unknown; restored from __doc__ """" 从右边开始查找，与index类似 S.rindex(sub[, start[, end]]) -> int Return the highest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation. Raises ValueError when the substring is not found. """ return 0 def rjust(self, width, fillchar=None): # real signature unknown; restored from __doc__ """ S.rjust(width[, fillchar]) -> str Return S right-justified in a string of length width. Padding is done using the specified fill character (default is a space). """ return "" def rpartition(self, sep): # real signature unknown; restored from __doc__ """ 与partition()方法类似 S.rpartition(sep) -> (head, sep, tail) Search for the separator sep in S, starting at the end of S, and return the part before it, the separator itself, and the part after it. If the separator is not found, return two empty strings and S. """ pass def rsplit(self, sep=None, maxsplit=-1): # real signature unknown; restored from __doc__ """ S.rsplit(sep=None, maxsplit=-1) -> list of strings Return a list of the words in S, using sep as the delimiter string, starting at the end of the string and working to the front. If maxsplit is given, at most maxsplit splits are done. If sep is not specified, any whitespace string is a separator. """ return [] def rstrip(self, chars=None): # real signature unknown; restored from __doc__ """ 删除字符串末尾的空格 S.rstrip([chars]) -> str Return a copy of the string S with trailing whitespace removed. If chars is given and not None, remove characters in chars instead. """ return "" def split(self, sep=None, maxsplit=-1): # real signature unknown; restored from __doc__ """ 不带参数默认是以空格为分隔符切片字符串， 如果 maxsplit 参数有设置，则仅分隔 maxsplit 个字符串，返回切片后的子字符串拼接的列表 S.split(sep=None, maxsplit=-1) -> list of strings Return a list of the words in S, using sep as the delimiter string. If maxsplit is given, at most maxsplit splits are done. If sep is not specified or is None, any whitespace string is a separator and empty strings are removed from the result. """ return [] def splitlines(self, keepends=None): # real signature unknown; restored from __doc__ """ 按照'\n'分隔，返回一个包含隔行作为元素的列表， 如果 keepends 参数指定，则返回前 keepends 行 S.splitlines([keepends]) -> list of strings Return a list of the lines in S, breaking at line boundaries. Line breaks are not included in the resulting list unless keepends is given and true. """ return [] def startswith(self, prefix, start=None, end=None): # real signature unknown; restored from __doc__ """ 检查字符串是否以 prefix 开头，是则返回True， start 和 end 可以指定检查范围 S.startswith(prefix[, start[, end]]) -> bool Return True if S starts with the specified prefix, False otherwise. With optional start, test S beginning at that position. With optional end, stop comparing S at that position. prefix can also be a tuple of strings to try. """ return False def strip(self, chars=None): # real signature unknown; restored from __doc__ """ 删除字符串前边和或变得所有空格， S.strip([chars]) -> str Return a copy of the string S with leading and trailing whitespace removed. If chars is given and not None, remove characters in chars instead. """ return "" def swapcase(self): # real signature unknown; restored from __doc__ """ 翻转字符串中的大小写 S.swapcase() -> str Return a copy of S with uppercase characters converted to lowercase and vice versa. """ return "" def title(self): # real signature unknown; restored from __doc__ """ 返回标题化的字符串 S.title() -> str Return a titlecased version of S, i.e. words start with title case characters, all remaining cased characters have lower case. """ return "" def translate(self, table): # real signature unknown; restored from __doc__ """ S.translate(table) -> str Return a copy of the string S in which each character has been mapped through the given translation table. The table must implement lookup/indexing via __getitem__, for instance a dictionary or list, mapping Unicode ordinals to Unicode ordinals, strings, or None. If this operation raises LookupError, the character is left untouched. Characters mapped to None are deleted. """ return "" def upper(self): # real signature unknown; restored from __doc__ """ 转字符串中所有小写字符为大写 S.upper() -> str Return a copy of S converted to uppercase. """ return "" def zfill(self, width): # real signature unknown; restored from __doc__ """ 返回长度为width的字符串，原字符串右对齐，前面用0填充 S.zfill(width) -> str Pad a numeric string S with zeros on the left, to fill a field of the specified width. The string S is never truncated. """ return "" def __add__(self, *args, **kwargs): # real signature unknown """ Return self+value. """ pass def __contains__(self, *args, **kwargs): # real signature unknown """ Return key in self. """ pass def __eq__(self, *args, **kwargs): # real signature unknown """ Return self==value. """ pass def __format__(self, format_spec): # real signature unknown; restored from __doc__ """ S.__format__(format_spec) -> str Return a formatted version of S as described by format_spec. """ return "" def __getattribute__(self, *args, **kwargs): # real signature unknown """ Return getattr(self, name). """ pass def __getitem__(self, *args, **kwargs): # real signature unknown """ Return self[key]. """ pass def __getnewargs__(self, *args, **kwargs): # real signature unknown pass def __ge__(self, *args, **kwargs): # real signature unknown """ Return self>=value. """ pass def __gt__(self, *args, **kwargs): # real signature unknown """ Return self>value. """ pass def __hash__(self, *args, **kwargs): # real signature unknown """ Return hash(self). """ pass def __init__(self, value='', encoding=None, errors='strict'): # known special case of str.__init__ """ str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to 'strict'. # (copied from class doc) """ pass def __iter__(self, *args, **kwargs): # real signature unknown """ Implement iter(self). """ pass def __len__(self, *args, **kwargs): # real signature unknown """ Return len(self). """ pass def __le__(self, *args, **kwargs): # real signature unknown """ Return self<=value. """ pass def __lt__(self, *args, **kwargs): # real signature unknown """ Return self<value. """ pass def __mod__(self, *args, **kwargs): # real signature unknown """ Return self%value. """ pass def __mul__(self, *args, **kwargs): # real signature unknown """ Return self*value.n """ pass @staticmethod # known case of __new__ def __new__(*args, **kwargs): # real signature unknown """ Create and return a new object. See help(type) for accurate signature. """ pass def __ne__(self, *args, **kwargs): # real signature unknown """ Return self!=value. """ pass def __repr__(self, *args, **kwargs): # real signature unknown """ Return repr(self). """ pass def __rmod__(self, *args, **kwargs): # real signature unknown """ Return value%self. """ pass def __rmul__(self, *args, **kwargs): # real signature unknown """ Return self*value. """ pass def __sizeof__(self): # real signature unknown; restored from __doc__ """ S.__sizeof__() -> size of S in memory, in bytes """ pass def __str__(self, *args, **kwargs): # real signature unknown """ Return str(self). """ pass
常用字符串操作：
# 1、casefold() : 将字符串的所有字符变小写。
s = "HYPlcy"
print(s.casefold()) # 结果：hyplcy
# 2、count(sub[,start[,end]]) : 查找子字符串出现的次数
str1 = "asdfgasdfgasert"
print(str1.count("as"))
# 3、index(sub[,start[,end]]) : 查找子字符串在该字符串中的位置，找到了返回第一个字符的索引值
# 找不到会抛出异常。与find(sub[,start[,end]])类似，找不到返回-1.
str2 = "Welcome hyp"
print(str2.index("lc"))
print(str2.index("lc",2,6))
print(str2.find("lc",1,6))
print(str2.find("lc",2,6))
# 4、join() : 连接字符串
str3 = '-'.join(['hyp','lcy','abc'])
print(str3)
# 5、replace(old,new[,count]) : 替换指定的字符串
str4 = "hello hyp"
print(str4.replace("hyp","lcy"))
# 6、split(): 用于拆分字符串
str5 = "h_y_p_l"
print(str5.split('_'))
# 7、capitalize(): capitalize方法判断字符串的首位是否为字母，是则 将该字母大写，其余字母小写
str6 = "hyp"
print(str6.capitalize())
# 8、center(): 设置宽度，并将内容居中
str7 = "hyp"
print(str7.center(20))
print(str7.center(20,"-"))
# 9、startswith,endswith 以什么开头、结尾
str8 = "hyplcy"
print(str8.startswith("hy"))
print(str8.endswith("cy"))
# 10、format(): 格式化，将格式化的占位符替换为指定的值
str9 = 'I am {name} ,{age}'
print(str9.format(name = 'hyp',age = '18'))
# 11、len、isnumeric、 isdigit、upper、swapcase（大小写互换）......
二、列表
class list(object): """ list() -> new empty list list(iterable) -> new list initialized from iterable's items """ def append(self, p_object): # real signature unknown; restored from __doc__ """ L.append(object) -> None -- append object to end """ pass def clear(self): # real signature unknown; restored from __doc__ """ L.clear() -> None -- remove all items from L """ pass def copy(self): # real signature unknown; restored from __doc__ """ L.copy() -> list -- a shallow copy of L """ return [] def count(self, value): # real signature unknown; restored from __doc__ """ L.count(value) -> integer -- return number of occurrences of value """ return 0 def extend(self, iterable): # real signature unknown; restored from __doc__ """ L.extend(iterable) -> None -- extend list by appending elements from the iterable """ pass def index(self, value, start=None, stop=None): # real signature unknown; restored from __doc__ """ L.index(value, [start, [stop]]) -> integer -- return first index of value. Raises ValueError if the value is not present. """ return 0 def insert(self, index, p_object): # real signature unknown; restored from __doc__ """ L.insert(index, object) -- insert object before index """ pass def pop(self, index=None): # real signature unknown; restored from __doc__ """ L.pop([index]) -> item -- remove and return item at index (default last). Raises IndexError if list is empty or index is out of range. """ pass def remove(self, value): # real signature unknown; restored from __doc__ """ L.remove(value) -> None -- remove first occurrence of value. Raises ValueError if the value is not present. """ pass def reverse(self): # real signature unknown; restored from __doc__ """ 翻转 L.reverse() -- reverse *IN PLACE* """ pass def sort(self, key=None, reverse=False): # real signature unknown; restored from __doc__ """ 排序 L.sort(key=None, reverse=False) -> None -- stable sort *IN PLACE* """ pass def __add__(self, *args, **kwargs): # real signature unknown """ Return self+value. """ pass def __contains__(self, *args, **kwargs): # real signature unknown """ Return key in self. """ pass def __delitem__(self, *args, **kwargs): # real signature unknown """ Delete self[key]. """ pass def __eq__(self, *args, **kwargs): # real signature unknown """ Return self==value. """ pass def __getattribute__(self, *args, **kwargs): # real signature unknown """ Return getattr(self, name). """ pass def __getitem__(self, y): # real signature unknown; restored from __doc__ """ x.__getitem__(y) <==> x[y] """ pass def __ge__(self, *args, **kwargs): # real signature unknown """ Return self>=value. """ pass def __gt__(self, *args, **kwargs): # real signature unknown """ Return self>value. """ pass def __iadd__(self, *args, **kwargs): # real signature unknown """ Implement self+=value. """ pass def __imul__(self, *args, **kwargs): # real signature unknown """ Implement self*=value. """ pass def __init__(self, seq=()): # known special case of list.__init__ """ list() -> new empty list list(iterable) -> new list initialized from iterable's items # (copied from class doc) """ pass def __iter__(self, *args, **kwargs): # real signature unknown """ Implement iter(self). """ pass def __len__(self, *args, **kwargs): # real signature unknown """ Return len(self). """ pass def __le__(self, *args, **kwargs): # real signature unknown """ Return self<=value. """ pass def __lt__(self, *args, **kwargs): # real signature unknown """ Return self<value. """ pass def __mul__(self, *args, **kwargs): # real signature unknown """ Return self*value.n """ pass @staticmethod # known case of __new__ def __new__(*args, **kwargs): # real signature unknown """ Create and return a new object. See help(type) for accurate signature. """ pass def __ne__(self, *args, **kwargs): # real signature unknown """ Return self!=value. """ pass def __repr__(self, *args, **kwargs): # real signature unknown """ Return repr(self). """ pass def __reversed__(self): # real signature unknown; restored from __doc__ """ L.__reversed__() -- return a reverse iterator over the list """ pass def __rmul__(self, *args, **kwargs): # real signature unknown """ Return self*value. """ pass def __setitem__(self, *args, **kwargs): # real signature unknown """ Set self[key] to value. """ pass def __sizeof__(self): # real signature unknown; restored from __doc__ """ L.__sizeof__() -- size of L in memory, in bytes """ pass __hash__ = None
创建列表
names = ['hyp',"lcy",'me']
通过下标访问列表中的元素，下标从0开始计数
>>> names[0] 'hyp' >>> names[2] 'me' >>> names[-1] 'me' >>> names[-2] #还可以倒着取 'lcy'
切片:取多个元素
>>> names = ["hyp","lcy","me","you","he","she"] >>> names[1:4] #取下标1至下标4之间的数字，包括1，不包括4 ["lcy","me","you"] >>> names[1:-1] #取下标1至-1的值，不包括-1 ["lcy","me","you","he","she"] >>> names[0:3] ["hyp","lcy","me"] >>> names[:3] #如果是从头开始取，0可以忽略，跟上句效果一样 ["hyp","lcy","me"] >>> names[3:] #如果想取最后一个，必须不能写-1，只能这么写 ["you","he","she"] >>> names[3:-1] #这样-1就不会被包含了 ["you","he"] >>> names[0::2] #后面的2是代表，每隔一个元素，就取一个 ["hyp","me","he"] ]>>> names[::2] #和上句效果一样 ["hyp","me","he"]
追加
>>> names ['hyp','lcy','me','he','she'] >>> names.append("我是新来的") >>> names ['hyp','lcy','me','he','she', '我是新来的']
插入
>>> names ['hyp','lcy','me','he','she'] >>> names.insert(2,"强行从前面插入") >>> names ['hyp', 'lcy', '强行从me前面插入','he','she','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
三、元组
创建元组
tuple1 = (1,2,3,4,5,6)
访问元组的方式与列表一样
tuple1 = (1,2,3,4,5,6) print(tuple1[1]) print(tuple1[3:]) print(tuple1[2:4])
分片
tuple1 = (1,2,3,4,5,6) tuple2 = tuple1[:] # 复制 temp = () # 创建空元组 temp1 = (1,) # 只有一个元素，在它后面加上逗号(,)
四、字典 （无序）
字典是Python语言中唯一的映射类型。
class dict(object): """ dict() -> new empty dictionary # 空字典 dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list. For example: dict(one=1, two=2) """ def clear(self): # real signature unknown; restored from __doc__ """ D.clear() -> None. Remove all items from D. """ pass def copy(self): # real signature unknown; restored from __doc__ """ 复制字典 D.copy() -> a shallow copy of D """ pass @staticmethod # known case def fromkeys(*args, **kwargs): # real signature unknown # 创建并返回一个新字典，有两个参数，一：字典的键；二，可选，传入键的值，默认是 None """ Returns a new dict with keys from iterable and values equal to value. """ pass def get(self, k, d=None): # real signature unknown; restored from __doc__ # 更宽松的访问字典项，当键不存在时，不会报错，返回None. """ D.get(k[,d]) -> D[k] if k in D, else d. d defaults to None. """ pass def items(self): # real signature unknown; restored from __doc__ # 返回字典中所有的键值对（项） """ D.items() -> a set-like object providing a view on D's items """ pass def keys(self): # real signature unknown; restored from __doc__ """ D.keys() -> a set-like object providing a view on D's keys """ pass def pop(self, k, d=None): # real signature unknown; restored from __doc__ """ 给定键弹出对应的值 D.pop(k[,d]) -> v, remove specified key and return the corresponding value. If key is not found, d is returned if given, otherwise KeyError is raised """ pass def popitem(self): # real signature unknown; restored from __doc__ """ 随机弹出一个项 D.popitem() -> (k, v), remove and return some (key, value) pair as a 2-tuple; but raise KeyError if D is empty. """ pass def setdefault(self, k, d=None): # real signature unknown; restored from __doc__ """ D.setdefault(k[,d]) -> D.get(k,d), also set D[k]=d if k not in D """ pass def update(self, E=None, **F): # known special case of dict.update """ 更新字典 D.update([E, ]**F) -> None. Update D from dict/iterable E and F. If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k] """ pass def values(self): # real signature unknown; restored from __doc__ """ D.values() -> an object providing a view on D's values """ pass def __contains__(self, *args, **kwargs): # real signature unknown """ True if D has a key k, else False. """ pass def __delitem__(self, *args, **kwargs): # real signature unknown """ Delete self[key]. """ pass def __eq__(self, *args, **kwargs): # real signature unknown """ Return self==value. """ pass def __getattribute__(self, *args, **kwargs): # real signature unknown """ Return getattr(self, name). """ pass def __getitem__(self, y): # real signature unknown; restored from __doc__ """ x.__getitem__(y) <==> x[y] """ pass def __ge__(self, *args, **kwargs): # real signature unknown """ Return self>=value. """ pass def __gt__(self, *args, **kwargs): # real signature unknown """ Return self>value. """ pass def __init__(self, seq=None, **kwargs): # known special case of dict.__init__ """ dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list. For example: dict(one=1, two=2) # (copied from class doc) """ pass def __iter__(self, *args, **kwargs): # real signature unknown """ Implement iter(self). """ pass def __len__(self, *args, **kwargs): # real signature unknown """ Return len(self). """ pass def __le__(self, *args, **kwargs): # real signature unknown """ Return self<=value. """ pass def __lt__(self, *args, **kwargs): # real signature unknown """ Return self<value. """ pass @staticmethod # known case of __new__ def __new__(*args, **kwargs): # real signature unknown """ Create and return a new object. See help(type) for accurate signature. """ pass def __ne__(self, *args, **kwargs): # real signature unknown """ Return self!=value. """ pass def __repr__(self, *args, **kwargs): # real signature unknown """ Return repr(self). """ pass def __setitem__(self, *args, **kwargs): # real signature unknown """ Set self[key] to value. """ pass def __sizeof__(self): # real signature unknown; restored from __doc__ """ D.__sizeof__() -> size of D in memory, in bytes """ pass __hash__ = None
字典的定义与特性
定义：{key1:value1,key2:value2}
特性：
1、key-value 结构 2、key必须可hash，且必须为不可变数据类型，必须唯一 3、可存放任意多个值，可修改，可以不唯一 4、无序
字典的创建
person = {"name": "hyp", "age": 18}
person1 = dict(name='lcy', age=19)
person2 = dict({"name": "sfv", "age": 20})
person3 = dict((['name','hyp'],['lcy',20]))
{}.fromkeys(seq,100) # 不指定100，默认为None
# 注意
>>> dic = {}.fromkeys(['k1','k2'],[])
>>> dic
{'k1': [], 'k2': []}
>>> dic['k1'].append(1)
>>> dic
{'k1': [1], 'k2': [1]}
常见操作
键、值、键值对 1、dic.keys() 返回一个包含字典所有key的列表 2、dic.values() 返回一个包含字典所有value 的列表 3、dic.items() 返回一个包含所有（键、值）元组的列表 4、dic.iteritems()、dic.iterkeys()、dic.itervalues() 与它们对应的非迭代方法一样，不同的是它们返回一个迭代子，而不是一个列表。 新增 1、dic['new_key'] = 'new_value'; 2、dic.setdefault(key,None) , 如果字典中存在key 键，就不做修改，没有就添加，有返回值。 查看 1、dic['key'] 2、dict.get(key,default = None) 循环 1、for k in dic 2、for k in dic.keys() 3、for k in dic.items() 长度 len(dic)
五、集合 (无序，可遍历)
集合的工厂函数
class set(object): """ set() -> new empty set object set(iterable) -> new set object Build an unordered collection of unique elements. """ def add(self, *args, **kwargs): # real signature unknown """ Add an element to a set. This has no effect if the element is already present. """ pass def clear(self, *args, **kwargs): # real signature unknown """ Remove all elements from this set. """ pass def copy(self, *args, **kwargs): # real signature unknown """ Return a shallow copy of a set. """ pass def difference(self, *args, **kwargs): # real signature unknown """ 相当于 s1-s2 Return the difference of two or more sets as a new set. (i.e. all elements that are in this set but not the others.) """ pass def difference_update(self, *args, **kwargs): # real signature unknown """ Remove all elements of another set from this set. """ pass def discard(self, *args, **kwargs): # real signature unknown """ 与 remove 功能相同，删除元素不存在时不会抛出异常； Remove an element from a set if it is a member. If the element is not a member, do nothing. """ pass def intersection(self, *args, **kwargs): # real signature unknown """ 相当于 s1&s2 Return the intersection of two sets as a new set. (i.e. all elements that are in both sets.) """ pass def intersection_update(self, *args, **kwargs): # real signature unknown """ Update a set with the intersection of itself and another. """ pass def isdisjoint(self, *args, **kwargs): # real signature unknown """ Return True if two sets have a null intersection. """ pass def issubset(self, *args, **kwargs): # real signature unknown """ 相当于 s1 <= s2 Report whether another set contains this set. """ pass def issuperset(self, *args, **kwargs): # real signature unknown """ 相当于 s1 >= s2 Report whether this set contains another set. """ pass def pop(self, *args, **kwargs): # real signature unknown """ Remove and return an arbitrary set element. Raises KeyError if the set is empty. """ pass def remove(self, *args, **kwargs): # real signature unknown """ Remove an element from a set; it must be a member. If the element is not a member, raise a KeyError. """ pass def symmetric_difference(self, *args, **kwargs): # real signature unknown """ 相当于 s1^s2 Return the symmetric difference of two sets as a new set. (i.e. all elements that are in exactly one of the sets.) """ pass def symmetric_difference_update(self, *args, **kwargs): # real signature unknown """ Update a set with the symmetric difference of itself and another. """ pass def union(self, *args, **kwargs): # real signature unknown """ 相当于 s1|s2 Return the union of sets as a new set. (i.e. all elements that are in either set.) """ pass def update(self, *args, **kwargs): # real signature unknown """ Update a set with the union of itself and others. """ pass
三个特征：
确定性、互异性（去重）、无序性
关系运算
| ---> 并集，- ：差集， ^ ---> 对称差集
包含关系
in，not in ：判断某元素是否在集合内 ==，!= ：判断两个集合是否相等
常用操作
元素的增加
add() ：单个元素的增加 update()：对序列的增加，可同时传入多个参数
元素的删除
方法一：
元素不在原集合中时
set.discard(x) 不会抛出异常 set.remove(x) 会抛出KeyError 错误
pop()：由于集合是无序的，pop 返回的结果是不能确定的，且当集合为空时，调用 pop 会抛出 KeyError 错误； clear()：清空集合
六、字符编码和转码
ASCII码
ASCII（American Standard Code for Information Interchange，美国信息交换标准代码）是基于拉丁字母的一套电脑编码系统，主要用于显示现代英语和其他西欧语言。它是现今最通用的单字节编码系统，并等同于国际标准ISO/IEC 646。
由于计算机是美国人发明的，因此，最早只有127个字母被编码到计算机里，也就是大小写英文字母、数字和一些符号，这个编码表被称为ASCII编码，比如大写字母 A的编码是65，小写字母 z的编码是122。后128个称为扩展ASCII码。
那现在我们就知道了上面的字母符号和数字对应的表是早就存在的。
在这里，每一位0或者1所占的空间单位为bit(比特)，这是计算机中最小的表示单位
每8个bit组成一个字节，这是计算机中最小的存储单位(毕竟你是没有办法存储半个字符的)orz～
GBK和GB2312
显然，对于我们来说能在计算机中显示中文字符是至关重要的，然而刚学习的ASCII表里连一个偏旁部首也没有。所以我们还需要一张关于中文和数字对应的关系表。之前我们已经看到了，一个字节只能最多表示256个字符，要处理中文显然一个字节是不够的，所以我们需要采用两个字节来表示，而且还不能和ASCII编码冲突，所以，中国制定了GB2312编码，用来把中文编进去。
你可以想得到的是，全世界有上百种语言，日本把日文编到Shift_JIS里，韩国把韩文编到Euc-kr里，
各国有各国的标准，就会不可避免地出现冲突，结果就是，在多语言混合的文本中，显示出来会有乱码。
Unicode
因此，Unicode应运而生。Unicode把所有语言都统一到一套编码里，这样就不会再有乱码问题了。
Unicode标准也在不断发展，但最常用的是用两个字节表示一个字符（如果要用到非常偏僻的字符，就需要4个字节）。现代操作系统和大多数编程语言都直接支持Unicode。
现在，捋一捋ASCII编码和Unicode编码的区别：
ASCII编码是1个字节，而Unicode编码通常是2个字节。
字母A用ASCII编码是十进制的65，二进制的01000001；
字符0用ASCII编码是十进制的48，二进制的00110000；
汉字“中”已经超出了ASCII编码的范围，用Unicode编码是十进制的20013，二进制的01001110 00101101。
你可以猜测，如果把ASCII编码的A用Unicode编码，只需要在前面补0就可以，因此，A的Unicode编码是00000000 01000001。
新的问题又出现了：如果统一成Unicode编码，乱码问题从此消失了。但是，如果你写的文本基本上全部是英文的话，用Unicode编码比ASCII编码需要多一倍的存储空间，在存储和传输上就十分不划算。
UTF-8
所以，本着节约的精神，又出现了把Unicode编码转化为“可变长编码”的UTF-8编码。UTF-8编码把一个Unicode字符根据不同的数字大小编码成1-6个字节，常用的英文字母被编码成1个字节，汉字通常是3个字节，只有很生僻的字符才会被编码成4-6个字节。如果你要传输的文本包含大量英文字符，用UTF-8编码就能节省空间：
搞清楚了ASCII、Unicode和UTF-8的关系，我们就可以总结一下现在计算机系统通用的字符编码工作方式：
在计算机内存中，统一使用Unicode编码，当需要保存到硬盘或者需要传输的时候，就转换为UTF-8编码。
用记事本编辑的时候，从文件读取的UTF-8字符被转换为Unicode字符到内存里，编辑完成后，保存的时候再把Unicode转换为UTF-8保存到文件。
