基本数据类型(数字&字符串)
1.python中的数据类型
python使用对象模型来存储数据,每一个数据类型都有一个内置的类,每新建一个数据,实际就是在初始化生成一个对象,即所有数据都是对象。
对象的三个特性
-
身份:内存地址,可以用id()获取
-
类型:决定了该对象可以保存什么类型值,可执行何种操作,需遵循什么规则,可用type()获取
-
值:对象保存的真实数据
注:我们在定义数据类型,只需这样:x=1,内部生成数字类型1这一内存对象会自动触发,我们无需关心
数据类型
这里的字符串、数字、列表等都是数据类型,除此之外还有很多其他数据,处理不同的数据就需要定义不同的数据类型。
标准类型 |
数字 |
字符串 |
列表 |
元组 |
字典 |
其他类型 |
类型type |
Null |
文件 |
集合 |
函数/方法 |
类 |
模块 |
2.标准数据类型
2.1 数字
定义:a=1 特性: 1.只能存放一个值 2.一经定义,不可更改 3.直接访问 分类:整型,长整型,布尔,浮点,复数
2.1.1 整形
Python中的整数属于int类型,默认用十进制表示,此外也支持二进制,八进制,十六进制表示方式。
>>> 10
10 --------->默认十进制
>>> bin(10) '0b1010' --------->二进制表示整数时,数值前面要加上一个前缀“0b” >>> oct(10) '012' --------->八进制表示整数时,数值前面要加上一个前缀“0” >>> hex(10) '0xa' --------->十六进制表示整数时,数字前面要加上前缀0X或0x
python2.*与python3.*关于整型的区别:
python2.* 在32位机器上,整数的位数为32位,取值范围为-2**31~2**31-1,即-2147483648~2147483647 在64位系统上,整数的位数为64位,取值范围为-2**63~2**63-1,即-9223372036854775808~9223372036854775807 python3.* 整行长度无限制
2.1.2 bool型
bool型只有两个值:True和False
之所以将bool值归类为数字,是因为我们也习惯用1表示True,0表示False。
2.1.3 float型
Python的浮点数就是数学中的小数。
在运算中,整数与浮点数运算的结果也是一个浮点数。
浮点数也就是小数,之所以称为浮点数,是因为按照科学记数法表示时, 一个浮点数的小数点位置是可变的,比如,1.23*109和12.3*108是相等的。 浮点数可以用数学写法,如1.23,3.14,-9.01,等等。但是对于很大或很小的浮点数, 就必须用科学计数法表示,把10用e替代,1.23*109就是1.23e9,或者12.3e8,0.000012 可以写成1.2e-5,等等。 整数和浮点数在计算机内部存储的方式是不同的,整数运算永远是精确的而浮点数运算则可能会有 四舍五入的误差。
2.1.4 comple型
复数由实数部分和虚数部分组成,一般形式为x+yj,其中的x是复数的实数部分,y是复数的虚数部分,这里的x和y都是实数。
注,虚数部分的字母j大小写都可以。
>>> 1.3 + 2.5j == 1.3 + 2.5J
True
2.1.5 数字相关内建函数
2.2 字符串
2.2.1 定义与特性
字符串是一个有序的字符的集合,用于存储和表示基本的文本信息,' '或'' ''或''' '''中间包含的内容称之为字符串
特性:
1.只能存放一个值
2.不可变
3.按照从左到右的顺序定义字符集合,下标从0开始顺序访问,有序
补充:
1.字符串的单引号和双引号都无法取消特殊字符的含义,如果想让引号内所有字符均取消特殊意义,在引号前面加r,如name=r'l\thf'
2.unicode字符串与r连用必需在r前面,如name=ur'l\thf'
2.2.2 字符串的创建与常用操作
创建:
s = 'Hello,Eva!How are you?'
常用操作:
索引
切片
移除空白 strip
大小写转换upper/lower
替换replace
分割 split
包含 startswith/endswith/index/find
判断成分 isdigit/isalpha
计算长度 len函数
2.2.3 str字符串工厂函数
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__ """ 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__ """ 原来字符居中,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__ """ encode(encoding='utf-8',errors='strict') 以encoding指定编码格式编码,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__ """ 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__ """ 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=12,name='lhf')) lhf 12 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='alex')) '{name}'.format_map(dict(name='alex')) 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__ """ S.index(sub[, start[, end]]) -> int Like S.find() but raise 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__ """ 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__ """ 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__ """ 至少一个字符,且都是小写字母才返回True 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__ """ 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__ """ 至少一个字符,且都是空格才返回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__ """ >>> a='Hello' >>> a.istitle() True >>> a='HellP' >>> a.istitle() False 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__ """ 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__ """ #对序列进行操作(分别使用' '与':'作为分隔符) >>> seq1 = ['hello','good','boy','doiido'] >>> print ' '.join(seq1) hello good boy doiido >>> print ':'.join(seq1) hello:good:boy:doiido #对字符串进行操作 >>> seq2 = "hello good boy doiido" >>> print ':'.join(seq2) h:e:l:l:o: :g:o:o:d: :b:o:y: :d:o:i:i:d:o #对元组进行操作 >>> seq3 = ('hello','good','boy','doiido') >>> print ':'.join(seq3) hello:good:boy:doiido #对字典进行操作 >>> seq4 = {'hello':1,'good':2,'boy':3,'doiido':4} >>> print ':'.join(seq4) boy:good:doiido:hello #合并目录 >>> import os >>> os.path.join('/hello/','good/boy/','doiido') '/hello/good/boy/doiido' 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__ """ 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__ """ 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__ """ 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__ """ 以sep为分割,将S分成head,sep,tail三部分 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__ """ 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__ """ 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__ """ S.rindex(sub[, start[, end]]) -> int Like S.rfind() but raise 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__ """ 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__ """ 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__ """ 以sep为分割,将S切分成列表,与partition的区别在于切分结果不包含sep, 如果一个字符串中包含多个sep那么maxsplit为最多切分成几部分 >>> a='a,b c\nd\te' >>> a.split() ['a,b', 'c', 'd', 'e'] 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__ """ Python splitlines() 按照行('\r', '\r\n', \n')分隔, 返回一个包含各行作为元素的列表,如果参数 keepends 为 False,不包含换行符,如 果为 True,则保留换行符。 >>> x 'adsfasdf\nsadf\nasdf\nadf' >>> x.splitlines() ['adsfasdf', 'sadf', 'asdf', 'adf'] >>> x.splitlines(True) ['adsfasdf\n', 'sadf\n', 'asdf\n', 'adf'] 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__ """ 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__ """ 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__ """ 大小写反转 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__ """ 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__ """ table=str.maketrans('alex','big SB') a='hello abc' print(a.translate(table)) 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__ """ S.upper() -> str Return a copy of S converted to uppercase. """ return "" def zfill(self, width): # real signature unknown; restored from __doc__ """ 原来字符右对齐,不够用0补齐 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