How does python differentiate a class attribute, instance attribute, and method when the names are the same?
class Exam(object): test = "class var" def __init__(self, n): self.test = n def test(self): print "method : ",self.test test_o = Exam("Fine") print dir(test_o) print Exam.test print test_o.test test_o.test()
Output :
['__class__', '__delattr__', '__dict__', '__doc__', '__format__', '__getattribute__', '__hash__', '__init__', '__module__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'test'] <unbound method load.test> Fine Traceback (most recent call last): File "example.py", line 32, in <module> test_o.test() TypeError: 'str' object is not callable
How to call
Exam.test
--> <unbound method load.test>
output shows methodtest_o.test
--> "Fine"
test_o.test()
--> TypeError: 'str' object is not callable
Instance attributes are for data specific for each instance and class attributes supposed to be used by all instances of the class. "Instance methods" is a specific class attributes which accept instance of class as first attribute and suppose to manipulate with that instance.
Class attributes are attributes which are owned by the class itself. They will be shared by all the instances of the class. Therefore they have the same value for every instance.
Class attributes are the variables defined directly in the class that are shared by all objects of the class. Instance attributes are attributes or properties attached to an instance of a class. Instance attributes are defined in the constructor. Defined directly inside a class.
Classes contain characteristics called Attributes. We make a distinction between instance attributes and class attributes. Instance Attributes are unique to each object, (an instance is another name for an object). Here, any Dog object we create will be able to store its name and age.
Class attributes are accessible through the class:
YourClass.clsattribute
or through the instance (if the instance has not overwritten the class attribute):
instance.clsattribute
Methods, as stated by ecatmur in his answer, are descriptors and are set as class attributes.
If you access a method through the instance, then the instance is passed as the self
parameter to the descriptor. If you want to call a method from the class, then you must explicitly pass an instance as the first argument. So these are equivalent:
instance.method() MyClass.method(instance)
Using the same name for an instance attribute and a method will make the method hidden via the instance, but the method is still available via the class:
#python3 >>> class C: ... def __init__(self): ... self.a = 1 ... def a(self): ... print('hello') ... >>> C.a <function a at 0x7f2c46ce3c88> >>> instance = C() >>> instance.a 1 >>> C.a(instance) hello
Conclusion: do not give the same name to instance attributes and methods. I avoid this by giving meaningful names. Methods are actions, so I usually use verbs or sentences for them. Attributes are data, so I use nouns/adjectives for them, and this avoids using the same names for both methods and attributes.
Note that you simply cannot have a class attribute with the same name as a method, because the method would completely override it (in the end, methods are just class attributes that are callable and that automatically receive an instance of the class as first attribute).
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