Built-in Functions¶
The Python interpreter has a number of functions and types built into it thatare always available. They are listed here in alphabetical order.
Built-in Functions | ||||
---|---|---|---|---|
abs
(x)¶Return the absolute value of a number. The argument may be aninteger, a floating point number, or an object implementing
__abs__()
.If the argument is a complex number, its magnitude is returned.
all
(iterable)¶Return
True
if all elements of theiterable are true (or if the iterableis empty). Equivalent to:defall(iterable):forelementiniterable:ifnotelement:returnFalsereturnTrue
any
(iterable)¶Return
True
if any element of theiterable is true. If the iterableis empty, returnFalse
. Equivalent to:defany(iterable):forelementiniterable:ifelement:returnTruereturnFalse
ascii
(object)¶As
repr()
, return a string containing a printable representation of anobject, but escape the non-ASCII characters in the string returned byrepr()
using\x
,\u
or\U
escapes. This generates a stringsimilar to that returned byrepr()
in Python 2.
bin
(x)¶Convert an integer number to a binary string prefixed with “0b”. The resultis a valid Python expression. Ifx is not a Python
int
object, ithas to define an__index__()
method that returns an integer. Someexamples:>>>bin(3)'0b11'>>>bin(-10)'-0b1010'
If prefix “0b” is desired or not, you can use either of the following ways.
>>>format(14,'#b'),format(14,'b')('0b1110', '1110')>>>f'{14:#b}',f'{14:b}'('0b1110', '1110')
See also
format()
for more information.
- class
bool
([x])¶ Return a Boolean value, i.e. one of
True
orFalse
.x is convertedusing the standardtruth testing procedure. Ifx is falseor omitted, this returnsFalse
; otherwise it returnsTrue
. Thebool
class is a subclass ofint
(seeNumeric Types — int, float, complex).It cannot be subclassed further. Its only instances areFalse
andTrue
(seeBoolean Values).Changed in version 3.7:x is now a positional-only parameter.
breakpoint
(*args,**kws)¶This function drops you into the debugger at the call site. Specifically,it calls
sys.breakpointhook()
, passingargs
andkws
straightthrough. By default,sys.breakpointhook()
callspdb.set_trace()
expecting no arguments. In this case, it ispurely a convenience function so you don’t have to explicitly importpdb
or type as much code to enter the debugger. However,sys.breakpointhook()
can be set to some other function andbreakpoint()
will automatically call that, allowing you to drop intothe debugger of choice.Raises anauditing event
builtins.breakpoint
with argumentbreakpointhook
.New in version 3.7.
- class
bytearray
([source[,encoding[,errors]]]) Return a new array of bytes. The
bytearray
class is a mutablesequence of integers in the range 0 <= x < 256. It has most of the usualmethods of mutable sequences, described inMutable Sequence Types, as wellas most methods that thebytes
type has, seeBytes and Bytearray Operations.The optionalsource parameter can be used to initialize the array in a fewdifferent ways:
If it is astring, you must also give theencoding (and optionally,errors) parameters;
bytearray()
then converts the string tobytes usingstr.encode()
.If it is aninteger, the array will have that size and will beinitialized with null bytes.
If it is an object conforming to thebuffer interface,a read-only buffer of the object will be used to initialize the bytes array.
If it is aniterable, it must be an iterable of integers in the range
0<=x<256
, which are used as the initial contents of the array.
Without an argument, an array of size 0 is created.
See alsoBinary Sequence Types — bytes, bytearray, memoryview andBytearray Objects.
- class
bytes
([source[,encoding[,errors]]]) Return a new “bytes” object, which is an immutable sequence of integers inthe range
0<=x<256
.bytes
is an immutable version ofbytearray
– it has the same non-mutating methods and the sameindexing and slicing behavior.Accordingly, constructor arguments are interpreted as for
bytearray()
.Bytes objects can also be created with literals, seeString and Bytes literals.
See alsoBinary Sequence Types — bytes, bytearray, memoryview,Bytes Objects, andBytes and Bytearray Operations.
callable
(object)¶Return
True
if theobject argument appears callable,False
if not. If this returnsTrue
, it is still possible that acall fails, but if it isFalse
, callingobject will never succeed.Note that classes are callable (calling a class returns a new instance);instances are callable if their class has a__call__()
method.New in version 3.2:This function was first removed in Python 3.0 and then brought backin Python 3.2.
chr
(i)¶Return the string representing a character whose Unicode code point is theintegeri. For example,
chr(97)
returns the string'a'
, whilechr(8364)
returns the string'€'
. This is the inverse oford()
.The valid range for the argument is from 0 through 1,114,111 (0x10FFFF inbase 16).
ValueError
will be raised ifi is outside that range.
@
classmethod
¶Transform a method into a class method.
A class method receives the class as implicit first argument, just like aninstance method receives the instance. To declare a class method, use thisidiom:
classC:@classmethoddeff(cls,arg1,arg2):...
The
@classmethod
form is a functiondecorator – seeFunction definitions for details.A class method can be called either on the class (such as
C.f()
) or on an instance (suchasC().f()
). The instance is ignored except for its class. If a classmethod is called for a derived class, the derived class object is passed as theimplied first argument.Class methods are different than C++ or Java static methods. If you want those,see
staticmethod()
in this section.For more information on class methods, seeThe standard type hierarchy.Changed in version 3.9:Class methods can now wrap otherdescriptors such as
property()
.
compile
(source,filename,mode,flags=0,dont_inherit=False,optimize=-1)¶Compile thesource into a code or AST object. Code objects can be executedby
exec()
oreval()
.source can either be a normal string, abyte string, or an AST object. Refer to theast
module documentationfor information on how to work with AST objects.Thefilename argument should give the file from which the code was read;pass some recognizable value if it wasn’t read from a file (
'<string>'
iscommonly used).Themode argument specifies what kind of code must be compiled; it can be
'exec'
ifsource consists of a sequence of statements,'eval'
if itconsists of a single expression, or'single'
if it consists of a singleinteractive statement (in the latter case, expression statements thatevaluate to something other thanNone
will be printed).The optional argumentsflags anddont_inherit control whichcompiler options should be activatedand whichfuture features should be allowed. If neitheris present (or both are zero) the code is compiled with the same flags thataffect the code that is calling
compile()
. If theflagsargument is given anddont_inherit is not (or is zero) then the compileroptions and the future statements specified by theflags argument are usedin addition to those that would be used anyway. Ifdont_inherit is anon-zero integer then theflags argument is it – the flags (futurefeatures and compiler options) in the surrounding code are ignored.Compiler options and future statements are specified by bits which can bebitwise ORed together to specify multiple options. The bitfield required tospecify a given future feature can be found as the
compiler_flag
attribute on the_Feature
instance in the__future__
module.Compiler flags can be found inast
module, withPyCF_
prefix.The argumentoptimize specifies the optimization level of the compiler; thedefault value of
-1
selects the optimization level of the interpreter asgiven by-O
options. Explicit levels are0
(no optimization;__debug__
is true),1
(asserts are removed,__debug__
is false)or2
(docstrings are removed too).This function raises
SyntaxError
if the compiled source is invalid,andValueError
if the source contains null bytes.If you want to parse Python code into its AST representation, see
ast.parse()
.Raises anauditing event
compile
with argumentssource
andfilename
. This event may also be raised by implicitcompilation.Note
When compiling a string with multi-line code in
'single'
or'eval'
mode, input must be terminated by at least one newlinecharacter. This is to facilitate detection of incomplete and completestatements in thecode
module.Warning
It is possible to crash the Python interpreter with asufficiently large/complex string when compiling to an ASTobject due to stack depth limitations in Python’s AST compiler.
Changed in version 3.2:Allowed use of Windows and Mac newlines. Also input in
'exec'
modedoes not have to end in a newline anymore. Added theoptimize parameter.Changed in version 3.5:Previously,
TypeError
was raised when null bytes were encounteredinsource.New in version 3.8:
ast.PyCF_ALLOW_TOP_LEVEL_AWAIT
can now be passed in flags to enablesupport for top-levelawait
,asyncfor
, andasyncwith
.
- class
complex
([real[,imag]])¶ Return a complex number with the valuereal +imag*1j or convert a stringor number to a complex number. If the first parameter is a string, it willbe interpreted as a complex number and the function must be called without asecond parameter. The second parameter can never be a string. Each argumentmay be any numeric type (including complex). Ifimag is omitted, itdefaults to zero and the constructor serves as a numeric conversion like
int
andfloat
. If both arguments are omitted, returns0j
.For a general Python object
x
,complex(x)
delegates tox.__complex__()
. If__complex__()
is not defined then it falls backto__float__()
. If__float__()
is not defined then it falls backto__index__()
.Note
When converting from a string, the string must not contain whitespacearound the central
+
or-
operator. For example,complex('1+2j')
is fine, butcomplex('1+2j')
raisesValueError
.The complex type is described inNumeric Types — int, float, complex.
Changed in version 3.6:Grouping digits with underscores as in code literals is allowed.
Changed in version 3.8:Falls back to
__index__()
if__complex__()
and__float__()
are not defined.
delattr
(object,name)¶This is a relative of
setattr()
. The arguments are an object and astring. The string must be the name of one of the object’s attributes. Thefunction deletes the named attribute, provided the object allows it. Forexample,delattr(x,'foobar')
is equivalent todelx.foobar
.
- class
dict
(**kwarg) - class
dict
(mapping,**kwarg) - class
dict
(iterable,**kwarg) Create a new dictionary. The
dict
object is the dictionary class.Seedict
andMapping Types — dict for documentation about this class.For other containers see the built-in
list
,set
, andtuple
classes, as well as thecollections
module.
dir
([object])¶Without arguments, return the list of names in the current local scope. With anargument, attempt to return a list of valid attributes for that object.
If the object has a method named
__dir__()
, this method will be called andmust return the list of attributes. This allows objects that implement a custom__getattr__()
or__getattribute__()
function to customize the waydir()
reports their attributes.If the object does not provide
__dir__()
, the function tries its best togather information from the object’s__dict__
attribute, if defined, andfrom its type object. The resulting list is not necessarily complete, and maybe inaccurate when the object has a custom__getattr__()
.The default
dir()
mechanism behaves differently with different types ofobjects, as it attempts to produce the most relevant, rather than complete,information:If the object is a module object, the list contains the names of the module’sattributes.
If the object is a type or class object, the list contains the names of itsattributes, and recursively of the attributes of its bases.
Otherwise, the list contains the object’s attributes’ names, the names of itsclass’s attributes, and recursively of the attributes of its class’s baseclasses.
The resulting list is sorted alphabetically. For example:
>>>importstruct>>>dir()# show the names in the module namespace['__builtins__', '__name__', 'struct']>>>dir(struct)# show the names in the struct module['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__', '__initializing__', '__loader__', '__name__', '__package__', '_clearcache', 'calcsize', 'error', 'pack', 'pack_into', 'unpack', 'unpack_from']>>>classShape:...def__dir__(self):...return['area','perimeter','location']>>>s=Shape()>>>dir(s)['area', 'location', 'perimeter']
Note
Because
dir()
is supplied primarily as a convenience for use at aninteractive prompt, it tries to supply an interesting set of names morethan it tries to supply a rigorously or consistently defined set of names,and its detailed behavior may change across releases. For example,metaclass attributes are not in the result list when the argument is aclass.
divmod
(a,b)¶Take two (non complex) numbers as arguments and return a pair of numbersconsisting of their quotient and remainder when using integer division. Withmixed operand types, the rules for binary arithmetic operators apply. Forintegers, the result is the same as
(a//b,a%b)
. For floating pointnumbers the result is(q,a%b)
, whereq is usuallymath.floor(a/b)
but may be 1 less than that. In any caseq*b+a%b
is veryclose toa, ifa%b
is non-zero it has the same sign asb, and0<=abs(a%b)<abs(b)
.
enumerate
(iterable,start=0)¶Return an enumerate object.iterable must be a sequence, aniterator, or some other object which supports iteration.The
__next__()
method of the iterator returned byenumerate()
returns a tuple containing a count (fromstart whichdefaults to 0) and the values obtained from iterating overiterable.>>>seasons=['Spring','Summer','Fall','Winter']>>>list(enumerate(seasons))[(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]>>>list(enumerate(seasons,start=1))[(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Equivalent to:
defenumerate(sequence,start=0):n=startforeleminsequence:yieldn,elemn+=1
eval
(expression[,globals[,locals]])¶The arguments are a string and optional globals and locals. If provided,globals must be a dictionary. If provided,locals can be any mappingobject.
Theexpression argument is parsed and evaluated as a Python expression(technically speaking, a condition list) using theglobals andlocalsdictionaries as global and local namespace. If theglobals dictionary ispresent and does not contain a value for the key
__builtins__
, areference to the dictionary of the built-in modulebuiltins
isinserted under that key beforeexpression is parsed. This means thatexpression normally has full access to the standardbuiltins
module and restricted environments are propagated. If thelocalsdictionary is omitted it defaults to theglobals dictionary. If bothdictionaries are omitted, the expression is executed with theglobals andlocals in the environment whereeval()
is called. Note,eval()does not have access to thenested scopes (non-locals) in theenclosing environment.The return value is the result ofthe evaluated expression. Syntax errors are reported as exceptions. Example:
>>>x=1>>>eval('x+1')2
This function can also be used to execute arbitrary code objects (such asthose created by
compile()
). In this case pass a code object insteadof a string. If the code object has been compiled with'exec'
as themode argument,eval()
’s return value will beNone
.Hints: dynamic execution of statements is supported by the
exec()
function. Theglobals()
andlocals()
functionsreturns the current global and local dictionary, respectively, which may beuseful to pass around for use byeval()
orexec()
.See
ast.literal_eval()
for a function that can safely evaluate stringswith expressions containing only literals.Raises anauditing event
exec
with the code objectas the argument. Code compilation events may also be raised.
exec
(object[,globals[,locals]])¶This function supports dynamic execution of Python code.object must beeither a string or a code object. If it is a string, the string is parsed asa suite of Python statements which is then executed (unless a syntax erroroccurs).1 If it is a code object, it is simply executed. In all cases,the code that’s executed is expected to be valid as file input (see thesectionFile input in the Reference Manual). Be aware that the
nonlocal
,yield
, andreturn
statements may not be used outside offunction definitions even within the context of code passed to theexec()
function. The return value isNone
.In all cases, if the optional parts are omitted, the code is executed in thecurrent scope. If onlyglobals is provided, it must be a dictionary(and not a subclass of dictionary), whichwill be used for both the global and the local variables. Ifglobals andlocals are given, they are used for the global and local variables,respectively. If provided,locals can be any mapping object. Rememberthat at module level, globals and locals are the same dictionary. If execgets two separate objects asglobals andlocals, the code will beexecuted as if it were embedded in a class definition.
If theglobals dictionary does not contain a value for the key
__builtins__
, a reference to the dictionary of the built-in modulebuiltins
is inserted under that key. That way you can control whatbuiltins are available to the executed code by inserting your own__builtins__
dictionary intoglobals before passing it toexec()
.Raises anauditing event
exec
with the code objectas the argument. Code compilation events may also be raised.
filter
(function,iterable)¶Construct an iterator from those elements ofiterable for whichfunctionreturns true.iterable may be either a sequence, a container whichsupports iteration, or an iterator. Iffunction is
None
, the identityfunction is assumed, that is, all elements ofiterable that are false areremoved.Note that
filter(function,iterable)
is equivalent to the generatorexpression(itemforiteminiterableiffunction(item))
if function isnotNone
and(itemforiteminiterableifitem)
if function isNone
.See
itertools.filterfalse()
for the complementary function that returnselements ofiterable for whichfunction returns false.
- class
float
([x])¶ Return a floating point number constructed from a number or stringx.
If the argument is a string, it should contain a decimal number, optionallypreceded by a sign, and optionally embedded in whitespace. The optionalsign may be
'+'
or'-'
; a'+'
sign has no effect on the valueproduced. The argument may also be a string representing a NaN(not-a-number), or a positive or negative infinity. More precisely, theinput must conform to the following grammar after leading and trailingwhitespace characters are removed:sign ::= "+" | "-"infinity ::= "Infinity" | "inf"nan ::= "nan"numeric_value ::=
floatnumber
|infinity
|nan
numeric_string ::= [sign
]numeric_value
Here
floatnumber
is the form of a Python floating-point literal,described inFloating point literals. Case is not significant, so, for example,“inf”, “Inf”, “INFINITY” and “iNfINity” are all acceptable spellings forpositive infinity.Otherwise, if the argument is an integer or a floating point number, afloating point number with the same value (within Python’s floating pointprecision) is returned. If the argument is outside the range of a Pythonfloat, an
OverflowError
will be raised.For a general Python object
x
,float(x)
delegates tox.__float__()
. If__float__()
is not defined then it falls backto__index__()
.If no argument is given,
0.0
is returned.Examples:
>>>float('+1.23')1.23>>>float(' -12345\n')-12345.0>>>float('1e-003')0.001>>>float('+1E6')1000000.0>>>float('-Infinity')-inf
The float type is described inNumeric Types — int, float, complex.
Changed in version 3.6:Grouping digits with underscores as in code literals is allowed.
Changed in version 3.7:x is now a positional-only parameter.
Changed in version 3.8:Falls back to
__index__()
if__float__()
is not defined.
format
(value[,format_spec])¶Convert avalue to a “formatted” representation, as controlled byformat_spec. The interpretation offormat_spec will depend on the typeof thevalue argument, however there is a standard formatting syntax thatis used by most built-in types:Format Specification Mini-Language.
The defaultformat_spec is an empty string which usually gives the sameeffect as calling
str(value)
.A call to
format(value,format_spec)
is translated totype(value).__format__(value,format_spec)
which bypasses the instancedictionary when searching for the value’s__format__()
method. ATypeError
exception is raised if the method search reachesobject
and theformat_spec is non-empty, or if either theformat_spec or the return value are not strings.Changed in version 3.4:
object().__format__(format_spec)
raisesTypeError
ifformat_spec is not an empty string.
- class
frozenset
([iterable]) Return a new
frozenset
object, optionally with elements taken fromiterable.frozenset
is a built-in class. Seefrozenset
andSet Types — set, frozenset for documentation about this class.For other containers see the built-in
set
,list
,tuple
, anddict
classes, as well as thecollections
module.
getattr
(object,name[,default])¶Return the value of the named attribute ofobject.name must be a string.If the string is the name of one of the object’s attributes, the result is thevalue of that attribute. For example,
getattr(x,'foobar')
is equivalent tox.foobar
. If the named attribute does not exist,default is returned ifprovided, otherwiseAttributeError
is raised.Note
Sinceprivate name mangling happens atcompilation time, one must manually mangle a private attribute’s(attributes with two leading underscores) name in order to retrieve it with
getattr()
.
globals
()¶Return the dictionary implementing the current module namespace. For code withinfunctions, this is set when the function is defined and remains the sameregardless of where the function is called.
hasattr
(object,name)¶The arguments are an object and a string. The result is
True
if thestring is the name of one of the object’s attributes,False
if not. (Thisis implemented by callinggetattr(object,name)
and seeing whether itraises anAttributeError
or not.)
hash
(object)¶Return the hash value of the object (if it has one). Hash values areintegers. They are used to quickly compare dictionary keys during adictionary lookup. Numeric values that compare equal have the same hashvalue (even if they are of different types, as is the case for 1 and 1.0).
Note
For objects with custom
__hash__()
methods, note thathash()
truncates the return value based on the bit width of the host machine.See__hash__()
for details.
help
([object])¶Invoke the built-in help system. (This function is intended for interactiveuse.) If no argument is given, the interactive help system starts on theinterpreter console. If the argument is a string, then the string is looked upas the name of a module, function, class, method, keyword, or documentationtopic, and a help page is printed on the console. If the argument is any otherkind of object, a help page on the object is generated.
Note that if a slash(/) appears in the parameter list of a function, wheninvoking
help()
, it means that the parameters prior to the slash arepositional-only. For more info, seethe FAQ entry on positional-only parameters.This function is added to the built-in namespace by the
site
module.
hex
(x)¶Convert an integer number to a lowercase hexadecimal string prefixed with“0x”. Ifx is not a Python
int
object, it has to define an__index__()
method that returns an integer. Some examples:>>>hex(255)'0xff'>>>hex(-42)'-0x2a'
If you want to convert an integer number to an uppercase or lower hexadecimalstring with prefix or not, you can use either of the following ways:
>>>'%#x'%255,'%x'%255,'%X'%255('0xff', 'ff', 'FF')>>>format(255,'#x'),format(255,'x'),format(255,'X')('0xff', 'ff', 'FF')>>>f'{255:#x}',f'{255:x}',f'{255:X}'('0xff', 'ff', 'FF')
See also
format()
for more information.See also
int()
for converting a hexadecimal string to aninteger using a base of 16.Note
To obtain a hexadecimal string representation for a float, use the
float.hex()
method.
id
(object)¶Return the “identity” of an object. This is an integer whichis guaranteed to be unique and constant for this object during its lifetime.Two objects with non-overlapping lifetimes may have the same
id()
value.CPython implementation detail: This is the address of the object in memory.
Raises anauditing event
builtins.id
with argumentid
.
input
([prompt])¶If theprompt argument is present, it is written to standard output withouta trailing newline. The function then reads a line from input, converts itto a string (stripping a trailing newline), and returns that. When EOF isread,
EOFError
is raised. Example:>>>s=input('--> ')--> Monty Python's Flying Circus>>>s"Monty Python's Flying Circus"
If the
readline
module was loaded, theninput()
will use itto provide elaborate line editing and history features.Raises anauditing event
builtins.input
withargumentprompt
before reading inputRaises an auditing event
builtins.input/result
with the result aftersuccessfully reading input.
- class
int
([x])¶ - class
int
(x,base=10) Return an integer object constructed from a number or stringx, or return
0
if no arguments are given. Ifx defines__int__()
,int(x)
returnsx.__int__()
. Ifx defines__index__()
,it returnsx.__index__()
. Ifx defines__trunc__()
,it returnsx.__trunc__()
.For floating point numbers, this truncates towards zero.Ifx is not a number or ifbase is given, thenx must be a string,
bytes
, orbytearray
instance representing anintegerliteral in radixbase. Optionally, the literal can bepreceded by+
or-
(with no space in between) and surrounded bywhitespace. A base-n literal consists of the digits 0 to n-1, witha
toz
(orA
toZ
) havingvalues 10 to 35. The defaultbase is 10. The allowed values are 0 and 2–36.Base-2, -8, and -16 literals can be optionally prefixed with0b
/0B
,0o
/0O
, or0x
/0X
, as with integer literals in code. Base 0means to interpret exactly as a code literal, so that the actual base is 2,8, 10, or 16, and so thatint('010',0)
is not legal, whileint('010')
is, as well asint('010',8)
.The integer type is described inNumeric Types — int, float, complex.
Changed in version 3.4:Ifbase is not an instance of
int
and thebase object has abase.__index__
method, that method is calledto obtain an integer for the base. Previous versions usedbase.__int__
instead ofbase.__index__
.Changed in version 3.6:Grouping digits with underscores as in code literals is allowed.
Changed in version 3.7:x is now a positional-only parameter.
Changed in version 3.8:Falls back to
__index__()
if__int__()
is not defined.Changed in version 3.9.14:
int
string inputs and string representations can be limited tohelp avoid denial of service attacks. AValueError
is raised whenthe limit is exceeded while converting a stringx to anint
orwhen converting anint
into a string would exceed the limit.See theinteger string conversion length limitation documentation.
isinstance
(object,classinfo)¶Return
True
if theobject argument is an instance of theclassinfoargument, or of a (direct, indirect orvirtual) subclass thereof. Ifobject is notan object of the given type, the function always returnsFalse
.Ifclassinfo is a tuple of type objects (or recursively, other suchtuples), returnTrue
ifobject is an instance of any of the types.Ifclassinfo is not a type or tuple of types and such tuples,aTypeError
exception is raised.
issubclass
(class,classinfo)¶Return
True
ifclass is a subclass (direct, indirect orvirtual) ofclassinfo. Aclass is considered a subclass of itself.classinfo may be a tuple of classobjects (or recursively, other such tuples),in which case returnTrue
ifclass is a subclass of any entryinclassinfo. In any other case, aTypeError
exception is raised.
iter
(object[,sentinel])¶Return aniterator object. The first argument is interpreted verydifferently depending on the presence of the second argument. Without asecond argument,object must be a collection object which supports theiteration protocol (the
__iter__()
method), or it must support thesequence protocol (the__getitem__()
method with integer argumentsstarting at0
). If it does not support either of those protocols,TypeError
is raised. If the second argument,sentinel, is given,thenobject must be a callable object. The iterator created in this casewill callobject with no arguments for each call to its__next__()
method; if the value returned is equal tosentinel,StopIteration
will be raised, otherwise the value willbe returned.See alsoIterator Types.
One useful application of the second form of
iter()
is to build ablock-reader. For example, reading fixed-width blocks from a binarydatabase file until the end of file is reached:fromfunctoolsimportpartialwithopen('mydata.db','rb')asf:forblockiniter(partial(f.read,64),b''):process_block(block)
len
(s)¶Return the length (the number of items) of an object. The argument may be asequence (such as a string, bytes, tuple, list, or range) or a collection(such as a dictionary, set, or frozen set).
CPython implementation detail:
len
raisesOverflowError
on lengths larger thansys.maxsize
, such asrange(2**100)
.
- class
list
([iterable]) Rather than being a function,
list
is actually a mutablesequence type, as documented inLists andSequence Types — list, tuple, range.
locals
()¶Update and return a dictionary representing the current local symbol table.Free variables are returned by
locals()
when it is called in functionblocks, but not in class blocks. Note that at the module level,locals()
andglobals()
are the same dictionary.Note
The contents of this dictionary should not be modified; changes may notaffect the values of local and free variables used by the interpreter.
map
(function,iterable,...)¶Return an iterator that appliesfunction to every item ofiterable,yielding the results. If additionaliterable arguments are passed,function must take that many arguments and is applied to the items from alliterables in parallel. With multiple iterables, the iterator stops when theshortest iterable is exhausted. For cases where the function inputs arealready arranged into argument tuples, see
itertools.starmap()
.
max
(iterable,*[,key,default])¶max
(arg1,arg2,*args[,key])Return the largest item in an iterable or the largest of two or morearguments.
If one positional argument is provided, it should be aniterable.The largest item in the iterable is returned. If two or more positionalarguments are provided, the largest of the positional arguments isreturned.
There are two optional keyword-only arguments. Thekey argument specifiesa one-argument ordering function like that used for
list.sort()
. Thedefault argument specifies an object to return if the provided iterable isempty. If the iterable is empty anddefault is not provided, aValueError
is raised.If multiple items are maximal, the function returns the first oneencountered. This is consistent with other sort-stability preserving toolssuch as
sorted(iterable,key=keyfunc,reverse=True)[0]
andheapq.nlargest(1,iterable,key=keyfunc)
.New in version 3.4:Thedefault keyword-only argument.
Changed in version 3.8:Thekey can be
None
.
- class
memoryview
(object) Return a “memory view” object created from the given argument. SeeMemory Views for more information.
min
(iterable,*[,key,default])¶min
(arg1,arg2,*args[,key])Return the smallest item in an iterable or the smallest of two or morearguments.
If one positional argument is provided, it should be aniterable.The smallest item in the iterable is returned. If two or more positionalarguments are provided, the smallest of the positional arguments isreturned.
There are two optional keyword-only arguments. Thekey argument specifiesa one-argument ordering function like that used for
list.sort()
. Thedefault argument specifies an object to return if the provided iterable isempty. If the iterable is empty anddefault is not provided, aValueError
is raised.If multiple items are minimal, the function returns the first oneencountered. This is consistent with other sort-stability preserving toolssuch as
sorted(iterable,key=keyfunc)[0]
andheapq.nsmallest(1,iterable,key=keyfunc)
.New in version 3.4:Thedefault keyword-only argument.
Changed in version 3.8:Thekey can be
None
.
next
(iterator[,default])¶Retrieve the next item from theiterator by calling its
__next__()
method. Ifdefault is given, it is returnedif the iterator is exhausted, otherwiseStopIteration
is raised.
- class
object
¶ Return a new featureless object.
object
is a base for all classes.It has the methods that are common to all instances of Python classes. Thisfunction does not accept any arguments.
oct
(x)¶Convert an integer number to an octal string prefixed with “0o”. The resultis a valid Python expression. Ifx is not a Python
int
object, ithas to define an__index__()
method that returns an integer. Forexample:>>>oct(8)'0o10'>>>oct(-56)'-0o70'
If you want to convert an integer number to octal string either with prefix“0o” or not, you can use either of the following ways.
>>>'%#o'%10,'%o'%10('0o12', '12')>>>format(10,'#o'),format(10,'o')('0o12', '12')>>>f'{10:#o}',f'{10:o}'('0o12', '12')
See also
format()
for more information.
open
(file,mode='r',buffering=-1,encoding=None,errors=None,newline=None,closefd=True,opener=None)¶Openfile and return a correspondingfile object. If the filecannot be opened, an
OSError
is raised. SeeReading and Writing Files for more examples of how to use this function.file is apath-like object giving the pathname (absolute orrelative to the current working directory) of the file to be opened or aninteger file descriptor of the file to be wrapped. (If a file descriptor isgiven, it is closed when the returned I/O object is closed, unlessclosefdis set to
False
.)mode is an optional string that specifies the mode in which the file isopened. It defaults to
'r'
which means open for reading in text mode.Other common values are'w'
for writing (truncating the file if italready exists),'x'
for exclusive creation and'a'
for appending(which onsome Unix systems, means thatall writes append to the end ofthe file regardless of the current seek position). In text mode, ifencoding is not specified the encoding used is platform dependent:locale.getpreferredencoding(False)
is called to get the current localeencoding. (For reading and writing raw bytes use binary mode and leaveencoding unspecified.) The available modes are:Character
Meaning
'r'
open for reading (default)
'w'
open for writing, truncating the file first
'x'
open for exclusive creation, failing if the file already exists
'a'
open for writing, appending to the end of the file if it exists
'b'
binary mode
't'
text mode (default)
'+'
open for updating (reading and writing)
The default mode is
'r'
(open for reading text, synonym of'rt'
).Modes'w+'
and'w+b'
open and truncate the file. Modes'r+'
and'r+b'
open the file with no truncation.As mentioned in theOverview, Python distinguishes between binaryand text I/O. Files opened in binary mode (including
'b'
in themodeargument) return contents asbytes
objects without any decoding. Intext mode (the default, or when't'
is included in themode argument),the contents of the file are returned asstr
, the bytes having beenfirst decoded using a platform-dependent encoding or using the specifiedencoding if given.There is an additional mode character permitted,
'U'
, which no longerhas any effect, and is considered deprecated. It previously enableduniversal newlines in text mode, which became the default behaviourin Python 3.0. Refer to the documentation of thenewline parameter for further details.Note
Python doesn’t depend on the underlying operating system’s notion of textfiles; all the processing is done by Python itself, and is thereforeplatform-independent.
buffering is an optional integer used to set the buffering policy. Pass 0to switch buffering off (only allowed in binary mode), 1 to select linebuffering (only usable in text mode), and an integer > 1 to indicate the sizein bytes of a fixed-size chunk buffer. Note that specifying a buffer size thisway applies for binary buffered I/O, but
TextIOWrapper
(i.e., files openedwithmode='r+'
) would have another buffering. To disable buffering inTextIOWrapper
, consider using thewrite_through
flag forio.TextIOWrapper.reconfigure()
. When nobuffering argument isgiven, the default buffering policy works as follows:Binary files are buffered in fixed-size chunks; the size of the buffer ischosen using a heuristic trying to determine the underlying device’s “blocksize” and falling back on
io.DEFAULT_BUFFER_SIZE
. On many systems,the buffer will typically be 4096 or 8192 bytes long.“Interactive” text files (files for which
isatty()
returnsTrue
) use line buffering. Other text files use the policydescribed above for binary files.
encoding is the name of the encoding used to decode or encode the file.This should only be used in text mode. The default encoding is platformdependent (whatever
locale.getpreferredencoding()
returns), but anytext encoding supported by Pythoncan be used. See thecodecs
module forthe list of supported encodings.errors is an optional string that specifies how encoding and decodingerrors are to be handled—this cannot be used in binary mode.A variety of standard error handlers are available(listed underError Handlers), though anyerror handling name that has been registered with
codecs.register_error()
is also valid. The standard namesinclude:'strict'
to raise aValueError
exception if there isan encoding error. The default value ofNone
has the sameeffect.'ignore'
ignores errors. Note that ignoring encoding errorscan lead to data loss.'replace'
causes a replacement marker (such as'?'
) to be insertedwhere there is malformed data.'surrogateescape'
will represent any incorrect bytes as lowsurrogate code units ranging from U+DC80 to U+DCFF.These surrogate code units will then be turned back intothe same bytes when thesurrogateescape
error handler is usedwhen writing data. This is useful for processing files in anunknown encoding.'xmlcharrefreplace'
is only supported when writing to a file.Characters not supported by the encoding are replaced with theappropriate XML character reference&#nnn;
.'backslashreplace'
replaces malformed data by Python’s backslashedescape sequences.'namereplace'
(also only supported when writing)replaces unsupported characters with\N{...}
escape sequences.
newline controls howuniversal newlines mode works (it onlyapplies to text mode). It can be
None
,''
,'\n'
,'\r'
, and'\r\n'
. It works as follows:When reading input from the stream, ifnewline is
None
, universalnewlines mode is enabled. Lines in the input can end in'\n'
,'\r'
, or'\r\n'
, and these are translated into'\n'
beforebeing returned to the caller. If it is''
, universal newlines mode isenabled, but line endings are returned to the caller untranslated. If ithas any of the other legal values, input lines are only terminated by thegiven string, and the line ending is returned to the caller untranslated.When writing output to the stream, ifnewline is
None
, any'\n'
characters written are translated to the system default line separator,os.linesep
. Ifnewline is''
or'\n'
, no translationtakes place. Ifnewline is any of the other legal values, any'\n'
characters written are translated to the given string.
Ifclosefd is
False
and a file descriptor rather than a filename wasgiven, the underlying file descriptor will be kept open when the file isclosed. If a filename is givenclosefd must beTrue
(the default)otherwise an error will be raised.A custom opener can be used by passing a callable asopener. The underlyingfile descriptor for the file object is then obtained by callingopener with(file,flags).opener must return an open file descriptor (passing
os.open
asopener results in functionality similar to passingNone
).The newly created file isnon-inheritable.
The following example uses thedir_fd parameter of the
os.open()
function to open a file relative to a given directory:>>>importos>>>dir_fd=os.open('somedir',os.O_RDONLY)>>>defopener(path,flags):...returnos.open(path,flags,dir_fd=dir_fd)...>>>withopen('spamspam.txt','w',opener=opener)asf:...print('This will be written to somedir/spamspam.txt',file=f)...>>>os.close(dir_fd)# don't leak a file descriptor
The type offile object returned by the
open()
functiondepends on the mode. Whenopen()
is used to open a file in a textmode ('w'
,'r'
,'wt'
,'rt'
, etc.), it returns a subclass ofio.TextIOBase
(specificallyio.TextIOWrapper
). When usedto open a file in a binary mode with buffering, the returned class is asubclass ofio.BufferedIOBase
. The exact class varies: in readbinary mode, it returns anio.BufferedReader
; in write binary andappend binary modes, it returns anio.BufferedWriter
, and inread/write mode, it returns anio.BufferedRandom
. When buffering isdisabled, the raw stream, a subclass ofio.RawIOBase
,io.FileIO
, is returned.See also the file handling modules, such as,
fileinput
,io
(whereopen()
is declared),os
,os.path
,tempfile
,andshutil
.Raises anauditing event
open
with argumentsfile
,mode
,flags
.The
mode
andflags
arguments may have been modified or inferred fromthe original call.Changed in version 3.3:Theopener parameter was added.
The
'x'
mode was added.FileExistsError
is now raised if the file opened in exclusivecreation mode ('x'
) already exists.
Changed in version 3.4:The file is now non-inheritable.
Deprecated since version 3.4, will be removed in version 3.10:The
'U'
mode.Changed in version 3.5:If the system call is interrupted and the signal handler does not raise anexception, the function now retries the system call instead of raising an
InterruptedError
exception (seePEP 475 for the rationale).The
'namereplace'
error handler was added.
Changed in version 3.6:Support added to accept objects implementing
os.PathLike
.On Windows, opening a console buffer may return a subclass of
io.RawIOBase
other thanio.FileIO
.
ord
(c)¶Given a string representing one Unicode character, return an integerrepresenting the Unicode code point of that character. For example,
ord('a')
returns the integer97
andord('€')
(Euro sign)returns8364
. This is the inverse ofchr()
.
pow
(base,exp[,mod])¶Returnbase to the powerexp; ifmod is present, returnbase to thepowerexp, modulomod (computed more efficiently than
pow(base,exp)%mod
). The two-argument formpow(base,exp)
isequivalent to using the power operator:base**exp
.The arguments must have numeric types. With mixed operand types, thecoercion rules for binary arithmetic operators apply. For
int
operands, the result has the same type as the operands (after coercion)unless the second argument is negative; in that case, all arguments areconverted to float and a float result is delivered. For example,pow(10,2)
returns100
, butpow(10,-2)
returns0.01
. For a negative base oftypeint
orfloat
and a non-integral exponent, a complexresult is delivered. For example,pow(-9,0.5)
returns a value closeto3j
.For
int
operandsbase andexp, ifmod is present,mod mustalso be of integer type andmod must be nonzero. Ifmod is present andexp is negative,base must be relatively prime tomod. In that case,pow(inv_base,-exp,mod)
is returned, whereinv_base is an inverse tobase modulomod.Here’s an example of computing an inverse for
38
modulo97
:>>>pow(38,-1,mod=97)23>>>23*38%97==1True
Changed in version 3.8:For
int
operands, the three-argument form ofpow
now allowsthe second argument to be negative, permitting computation of modularinverses.Changed in version 3.8:Allow keyword arguments. Formerly, only positional arguments weresupported.
print
(*objects,sep=' ',end='\n',file=sys.stdout,flush=False)¶Printobjects to the text streamfile, separated bysep and followedbyend.sep,end,file andflush, if present, must be given as keywordarguments.
All non-keyword arguments are converted to strings like
str()
does andwritten to the stream, separated bysep and followed byend. Bothsepandend must be strings; they can also beNone
, which means to use thedefault values. If noobjects are given,print()
will just writeend.Thefile argument must be an object with a
write(string)
method; if itis not present orNone
,sys.stdout
will be used. Since printedarguments are converted to text strings,print()
cannot be used withbinary mode file objects. For these, usefile.write(...)
instead.Whether output is buffered is usually determined byfile, but if theflush keyword argument is true, the stream is forcibly flushed.
Changed in version 3.3:Added theflush keyword argument.
- class
property
(fget=None,fset=None,fdel=None,doc=None)¶ Return a property attribute.
fget is a function for getting an attribute value.fset is a functionfor setting an attribute value.fdel is a function for deleting an attributevalue. Anddoc creates a docstring for the attribute.
A typical use is to define a managed attribute
x
:classC:def__init__(self):self._x=Nonedefgetx(self):returnself._xdefsetx(self,value):self._x=valuedefdelx(self):delself._xx=property(getx,setx,delx,"I'm the 'x' property.")
Ifc is an instance ofC,
c.x
will invoke the getter,c.x=value
will invoke the setter anddelc.x
the deleter.If given,doc will be the docstring of the property attribute. Otherwise, theproperty will copyfget’s docstring (if it exists). This makes it possible tocreate read-only properties easily using
property()
as adecorator:classParrot:def__init__(self):self._voltage=100000@propertydefvoltage(self):"""Get the current voltage."""returnself._voltage
The
@property
decorator turns thevoltage()
method into a “getter”for a read-only attribute with the same name, and it sets the docstring forvoltage to “Get the current voltage.”A property object has
getter
,setter
,anddeleter
methods usable as decorators that create acopy of the property with the corresponding accessor function set to thedecorated function. This is best explained with an example:classC:def__init__(self):self._x=None@propertydefx(self):"""I'm the 'x' property."""returnself._x@x.setterdefx(self,value):self._x=value@x.deleterdefx(self):delself._x
This code is exactly equivalent to the first example. Be sure to give theadditional functions the same name as the original property (
x
in thiscase.)The returned property object also has the attributes
fget
,fset
, andfdel
corresponding to the constructor arguments.Changed in version 3.5:The docstrings of property objects are now writeable.
- class
range
(stop) - class
range
(start,stop[,step]) Rather than being a function,
range
is actually an immutablesequence type, as documented inRanges andSequence Types — list, tuple, range.
repr
(object)¶Return a string containing a printable representation of an object. For manytypes, this function makes an attempt to return a string that would yield anobject with the same value when passed to
eval()
, otherwise therepresentation is a string enclosed in angle brackets that contains the nameof the type of the object together with additional information oftenincluding the name and address of the object. A class can control what thisfunction returns for its instances by defining a__repr__()
method.
reversed
(seq)¶Return a reverseiterator.seq must be an object which hasa
__reversed__()
method or supports the sequence protocol (the__len__()
method and the__getitem__()
method with integerarguments starting at0
).
round
(number[,ndigits])¶Returnnumber rounded tondigits precision after the decimalpoint. Ifndigits is omitted or is
None
, it returns thenearest integer to its input.For the built-in types supporting
round()
, values are rounded to theclosest multiple of 10 to the power minusndigits; if two multiples areequally close, rounding is done toward the even choice (so, for example,bothround(0.5)
andround(-0.5)
are0
, andround(1.5)
is2
). Any integer value is valid forndigits (positive, zero, ornegative). The return value is an integer ifndigits is omitted orNone
.Otherwise the return value has the same type asnumber.For a general Python object
number
,round
delegates tonumber.__round__
.Note
The behavior of
round()
for floats can be surprising: for example,round(2.675,2)
gives2.67
instead of the expected2.68
.This is not a bug: it’s a result of the fact that most decimal fractionscan’t be represented exactly as a float. SeeFloating Point Arithmetic: Issues and Limitations formore information.
- class
set
([iterable]) Return a new
set
object, optionally with elements taken fromiterable.set
is a built-in class. Seeset
andSet Types — set, frozenset for documentation about this class.For other containers see the built-in
frozenset
,list
,tuple
, anddict
classes, as well as thecollections
module.
setattr
(object,name,value)¶This is the counterpart of
getattr()
. The arguments are an object, astring and an arbitrary value. The string may name an existing attribute or anew attribute. The function assigns the value to the attribute, provided theobject allows it. For example,setattr(x,'foobar',123)
is equivalent tox.foobar=123
.Note
Sinceprivate name mangling happens atcompilation time, one must manually mangle a private attribute’s(attributes with two leading underscores) name in order to set it with
setattr()
.
- class
slice
(stop)¶ - class
slice
(start,stop[,step]) Return aslice object representing the set of indices specified by
range(start,stop,step)
. Thestart andstep arguments default toNone
. Slice objects have read-only data attributesstart
,stop
andstep
which merely return the argumentvalues (or their default). They have no other explicit functionality;however they are used by NumPy and other third party packages.Slice objects are also generated when extended indexing syntax is used. Forexample:a[start:stop:step]
ora[start:stop,i]
. Seeitertools.islice()
for an alternate version that returns an iterator.
sorted
(iterable,/,*,key=None,reverse=False)¶Return a new sorted list from the items initerable.
Has two optional arguments which must be specified as keyword arguments.
key specifies a function of one argument that is used to extract a comparisonkey from each element initerable (for example,
key=str.lower
). Thedefault value isNone
(compare the elements directly).reverse is a boolean value. If set to
True
, then the list elements aresorted as if each comparison were reversed.Use
functools.cmp_to_key()
to convert an old-stylecmp function to akey function.The built-in
sorted()
function is guaranteed to be stable. A sort isstable if it guarantees not to change the relative order of elements thatcompare equal — this is helpful for sorting in multiple passes (forexample, sort by department, then by salary grade).The sort algorithm uses only
<
comparisons between items. Whiledefining an__lt__()
method will suffice for sorting,PEP 8 recommends that all sixrich comparisons be implemented. This will help avoid bugs when usingthe same data with other ordering tools such asmax()
that relyon a different underlying method. Implementing all six comparisonsalso helps avoid confusion for mixed type comparisons which can callreflected the__gt__()
method.For sorting examples and a brief sorting tutorial, seeSorting HOW TO.
@
staticmethod
¶Transform a method into a static method.
A static method does not receive an implicit first argument. To declare a staticmethod, use this idiom:
classC:@staticmethoddeff(arg1,arg2,...):...
The
@staticmethod
form is a functiondecorator – seeFunction definitions for details.A static method can be called either on the class (such as
C.f()
) or on an instance (suchasC().f()
).Static methods in Python are similar to those found in Java or C++. Also see
classmethod()
for a variant that is useful for creating alternate classconstructors.Like all decorators, it is also possible to call
staticmethod
asa regular function and do something with its result. This is neededin some cases where you need a reference to a function from a classbody and you want to avoid the automatic transformation to instancemethod. For these cases, use this idiom:classC:builtin_open=staticmethod(open)
For more information on static methods, seeThe standard type hierarchy.
- class
str
(object='') - class
str
(object=b'',encoding='utf-8',errors='strict') Return a
str
version ofobject. Seestr()
for details.str
is the built-in stringclass. For general informationabout strings, seeText Sequence Type — str.
sum
(iterable,/,start=0)¶Sumsstart and the items of aniterable from left to right and returns thetotal. Theiterable’s items are normally numbers, and the start value is notallowed to be a string.
For some use cases, there are good alternatives to
sum()
.The preferred, fast way to concatenate a sequence of strings is by calling''.join(sequence)
. To add floating point values with extended precision,seemath.fsum()
. To concatenate a series of iterables, consider usingitertools.chain()
.Changed in version 3.8:Thestart parameter can be specified as a keyword argument.
super
([type[,object-or-type]])¶Return a proxy object that delegates method calls to a parent or siblingclass oftype. This is useful for accessing inherited methods that havebeen overridden in a class.
Theobject-or-type determines themethod resolution orderto be searched. The search starts from the class right after thetype.
For example, if
__mro__
ofobject-or-type isD->B->C->A->object
and the value oftype isB
,thensuper()
searchesC->A->object
.The
__mro__
attribute of theobject-or-type lists the methodresolution search order used by bothgetattr()
andsuper()
. Theattribute is dynamic and can change whenever the inheritance hierarchy isupdated.If the second argument is omitted, the super object returned is unbound. Ifthe second argument is an object,
isinstance(obj,type)
must be true. Ifthe second argument is a type,issubclass(type2,type)
must be true (thisis useful for classmethods).There are two typical use cases forsuper. In a class hierarchy withsingle inheritance,super can be used to refer to parent classes withoutnaming them explicitly, thus making the code more maintainable. This useclosely parallels the use ofsuper in other programming languages.
The second use case is to support cooperative multiple inheritance in adynamic execution environment. This use case is unique to Python and isnot found in statically compiled languages or languages that only supportsingle inheritance. This makes it possible to implement “diamond diagrams”where multiple base classes implement the same method. Good design dictatesthat such implementations have the same calling signature in every case (because theorder of calls is determined at runtime, because that order adaptsto changes in the class hierarchy, and because that order can includesibling classes that are unknown prior to runtime).
For both use cases, a typical superclass call looks like this:
classC(B):defmethod(self,arg):super().method(arg)# This does the same thing as:# super(C, self).method(arg)
In addition to method lookups,
super()
also works for attributelookups. One possible use case for this is callingdescriptorsin a parent or sibling class.Note that
super()
is implemented as part of the binding process forexplicit dotted attribute lookups such assuper().__getitem__(name)
.It does so by implementing its own__getattribute__()
method for searchingclasses in a predictable order that supports cooperative multiple inheritance.Accordingly,super()
is undefined for implicit lookups using statements oroperators such assuper()[name]
.Also note that, aside from the zero argument form,
super()
is notlimited to use inside methods. The two argument form specifies thearguments exactly and makes the appropriate references. The zeroargument form only works inside a class definition, as the compiler fillsin the necessary details to correctly retrieve the class being defined,as well as accessing the current instance for ordinary methods.For practical suggestions on how to design cooperative classes using
super()
, seeguide to using super().
- class
tuple
([iterable]) Rather than being a function,
tuple
is actually an immutablesequence type, as documented inTuples andSequence Types — list, tuple, range.
- class
type
(object)¶ - class
type
(name,bases,dict,**kwds) With one argument, return the type of anobject. The return value is atype object and generally the same object as returned by
object.__class__
.The
isinstance()
built-in function is recommended for testing the typeof an object, because it takes subclasses into account.With three arguments, return a new type object. This is essentially adynamic form of the
class
statement. Thename string isthe class name and becomes the__name__
attribute.Thebases tuple contains the base classes and becomes the__bases__
attribute; if empty,object
, theultimate base of all classes, is added. Thedict dictionary containsattribute and method definitions for the class body; it may be copiedor wrapped before becoming the__dict__
attribute.The following two statements create identicaltype
objects:>>>classX:...a=1...>>>X=type('X',(),dict(a=1))
See alsoType Objects.
Keyword arguments provided to the three argument form are passed to theappropriate metaclass machinery (usually
__init_subclass__()
)in the same way that keywords in a classdefinition (besidesmetaclass) would.See alsoCustomizing class creation.
Changed in version 3.6:Subclasses of
type
which don’t overridetype.__new__
may nolonger use the one-argument form to get the type of an object.
vars
([object])¶Return the
__dict__
attribute for a module, class, instance,or any other object with a__dict__
attribute.Objects such as modules and instances have an updateable
__dict__
attribute; however, other objects may have write restrictions on their__dict__
attributes (for example, classes use atypes.MappingProxyType
to prevent direct dictionary updates).Without an argument,
vars()
acts likelocals()
. Note, thelocals dictionary is only useful for reads since updates to the localsdictionary are ignored.A
TypeError
exception is raised if an object is specified butit doesn’t have a__dict__
attribute (for example, ifits class defines the__slots__
attribute).
zip
(*iterables)¶Make an iterator that aggregates elements from each of the iterables.
Returns an iterator of tuples, where thei-th tuple containsthei-th element from each of the argument sequences or iterables. Theiterator stops when the shortest input iterable is exhausted. With a singleiterable argument, it returns an iterator of 1-tuples. With no arguments,it returns an empty iterator. Equivalent to:
defzip(*iterables):# zip('ABCD', 'xy') --> Ax Bysentinel=object()iterators=[iter(it)foritiniterables]whileiterators:result=[]foritiniterators:elem=next(it,sentinel)ifelemissentinel:returnresult.append(elem)yieldtuple(result)
The left-to-right evaluation order of the iterables is guaranteed. Thismakes possible an idiom for clustering a data series into n-length groupsusing
zip(*[iter(s)]*n)
. This repeats thesame iteratorn
timesso that each output tuple has the result ofn
calls to the iterator.This has the effect of dividing the input into n-length chunks.zip()
should only be used with unequal length inputs when you don’tcare about trailing, unmatched values from the longer iterables. If thosevalues are important, useitertools.zip_longest()
instead.zip()
in conjunction with the*
operator can be used to unzip alist:>>>x=[1,2,3]>>>y=[4,5,6]>>>zipped=zip(x,y)>>>list(zipped)[(1, 4), (2, 5), (3, 6)]>>>x2,y2=zip(*zip(x,y))>>>x==list(x2)andy==list(y2)True
__import__
(name,globals=None,locals=None,fromlist=(),level=0)¶Note
This is an advanced function that is not needed in everyday Pythonprogramming, unlike
importlib.import_module()
.This function is invoked by the
import
statement. It can bereplaced (by importing thebuiltins
module and assigning tobuiltins.__import__
) in order to change semantics of theimport
statement, but doing so isstrongly discouraged as itis usually simpler to use import hooks (seePEP 302) to attain the samegoals and does not cause issues with code which assumes the default importimplementation is in use. Direct use of__import__()
is alsodiscouraged in favor ofimportlib.import_module()
.The function imports the modulename, potentially using the givenglobalsandlocals to determine how to interpret the name in a package context.Thefromlist gives the names of objects or submodules that should beimported from the module given byname. The standard implementation doesnot use itslocals argument at all, and uses itsglobals only todetermine the package context of the
import
statement.level specifies whether to use absolute or relative imports.
0
(thedefault) means only perform absolute imports. Positive values forlevel indicate the number of parent directories to search relative to thedirectory of the module calling__import__()
(seePEP 328 for thedetails).When thename variable is of the form
package.module
, normally, thetop-level package (the name up till the first dot) is returned,not themodule named byname. However, when a non-emptyfromlist argument isgiven, the module named byname is returned.For example, the statement
importspam
results in bytecode resembling thefollowing code:spam=__import__('spam',globals(),locals(),[],0)
The statement
importspam.ham
results in this call:spam=__import__('spam.ham',globals(),locals(),[],0)
Note how
__import__()
returns the toplevel module here because this isthe object that is bound to a name by theimport
statement.On the other hand, the statement
fromspam.hamimporteggs,sausageassaus
results in_temp=__import__('spam.ham',globals(),locals(),['eggs','sausage'],0)eggs=_temp.eggssaus=_temp.sausage
Here, the
spam.ham
module is returned from__import__()
. From thisobject, the names to import are retrieved and assigned to their respectivenames.If you simply want to import a module (potentially within a package) by name,use
importlib.import_module()
.Changed in version 3.3:Negative values forlevel are no longer supported (which also changesthe default value to 0).
Changed in version 3.9:When the command line options
-E
or-I
are being used,the environment variablePYTHONCASEOK
is now ignored.
Footnotes
- 1
Note that the parser only accepts the Unix-style end of line convention.If you are reading the code from a file, make sure to use newline conversionmode to convert Windows or Mac-style newlines.