Python Magic Methods - Python 中的魔法方法
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2023-12-01
Python 中的对象都有诸如 __init__()
这样的方法,它们都有各自特定的用途,却
无法直接被调用。虽然无法被直接调用,实际上你却经常在使用这些方法,比如创建对象实例式
就调用了 __new__()
和 __init__
方法。那么这些魔法方法还有那些其它的有趣用法呢?
操作符重载
Python 中的操作符运算实际上都是在隐式地调用这些魔法方法,如果你重写了对应的魔法方法,
就能修改操作符的运算规则。比如,逻辑或操作符 |
对应了魔法方法 __ror__
,
因此我们可以重载 __ror__
来实现类似 Shell 中的管道:
class Pipe(object):
def __init__(self, func):
self.func = func
def __ror__(self, other):
def generator():
for obj in other:
if obj is not None:
yield self.func(obj)
return generator()
@Pipe
def even_filter(num):
return num if num % 2 == 0 else None
@Pipe
def multiply_by_three(num):
return num*3
@Pipe
def convert_to_string(num):
return 'The Number: %s' % num
@Pipe
def echo(item):
print item
return item
def force(sqs):
for item in sqs: pass
nums = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
force(nums | even_filter | multiply_by_three | convert_to_string | echo)
(代码出自酷壳网友)
这里有张详细的对照表:
Binary Operators
Operator Method
+ object.__add__(self, other)
- object.__sub__(self, other)
* object.__mul__(self, other)
// object.__floordiv__(self, other)
/ object.__div__(self, other)
% object.__mod__(self, other)
** object.__pow__(self, other[, modulo])
<< object.__lshift__(self, other)
>> object.__rshift__(self, other)
& object.__and__(self, other)
^ object.__xor__(self, other)
| object.__or__(self, other)
Extended Assignments
Operator Method
+= object.__iadd__(self, other)
-= object.__isub__(self, other)
*= object.__imul__(self, other)
/= object.__idiv__(self, other)
//= object.__ifloordiv__(self, other)
%= object.__imod__(self, other)
**= object.__ipow__(self, other[, modulo])
<<= object.__ilshift__(self, other)
>>= object.__irshift__(self, other)
&= object.__iand__(self, other)
^= object.__ixor__(self, other)
|= object.__ior__(self, other)
Unary Operators
Operator Method
- object.__neg__(self)
+ object.__pos__(self)
abs() object.__abs__(self)
~ object.__invert__(self)
complex() object.__complex__(self)
int() object.__int__(self)
long() object.__long__(self)
float() object.__float__(self)
oct() object.__oct__(self)
hex() object.__hex__(self
Comparison Operators
Operator Method
< object.__lt__(self, other)
<= object.__le__(self, other)
== object.__eq__(self, other)
!= object.__ne__(self, other)
>= object.__ge__(self, other)
> object.__gt__(self, other)