I am learning python and doing an exercise about classes. It tells me to add an attribute to my class and a method to my class. I always thought these were the same thing until I read the exercise. What is the difference between the two?
6 Answers
Terminology
Mental model:
- A variable stored in an instance or class is called an attribute.
- A function stored in an instance or class is called a method.
According to Python's glossary:
attribute: A value associated with an object which is referenced by name using dotted expressions. For example, if an object o has an attribute a it would be referenced as o.a
method: A function which is defined inside a class body. If called as an attribute of an instance of that class, the method will get the instance object as its first argument (which is usually called
self). See function and nested scope.
Examples
Terminology applied to actual code:
a = 10 # variable
def f(b): # function
return b ** 2
class C:
c = 20 # class attribute
def __init__(self, d): # "dunder" method
self.d = d # instance attribute
def show(self): # method
print(self.c, self.d)
e = C(30)
e.g = 40 # another instance attribute
3 Comments
d = C() and d.e = 30 should be un-indented.e.g = 40 outside of the class definition? I see no attribute of class C, defined in the class definition. Is this typical/recommended?A method is an attribute, but not all attributes are methods. For example, if we have the class
class MyClass(object):
class_name = 'My Class'
def my_method(self):
print('Hello World!')
This class has two attributes, class_name and my_method. But only my_method is a method. Methods are functions that belong to your object. There are additional hidden attributes present on all classes, but this is what your exercise is likely talking about.
6 Comments
[].sort is [].sort evaluates to False because there is a method object for each instance.x = []; x.sort is x.sort also evaluates to False. Because, again, the method doesn't belong to the instance. It is dynamically bound to the instance on each method call. Rather, a new method-object is created each time you call a method! There is a method object for each time you access a method using my_instance.my_method. So, of course, s = x.sort; s is s evaluates to Truegetattr(). Therefore methods are indeed attributes of a class (class attributes), consequently, these methods are instance attributes as well.A quick,simplified explanation.
Attribute == characteristics. Method == operations/ actions.
For example, Let's describe a cat (meow!).
What are the attributes(characteristics) of a cat? It has different breed, name, color, whether they have spots...etc.
What are methods (actions) of a cat? It can meow, climb, scratch you, destroy your laptop, etc.
Notice the difference, attributes define characteristics of the cat.
Methods, on the other hand, defines action/operation (verb).
Now, putting the above definition in mind, let's create an object of class 'cat'...meowww
class Cat():
To create attributes, use def init(self, arg1, arg2) - (as shown below).
The 'self' keyword is a reference to a particular instance of a class.
def __init__(self, mybreed, name):
# Attributes
self.breed = mybreed
self.name = name
# Operations/actions --> methods
def kill_mouse(self):
print('Insert some method to kill mouse here')
Notice (above) 'mybreed' is an input argument that the user need to specify, whereas self.breed is an attribute of the instance assigned to 'mybreed' argument. Usually, they're the same (e.g. breed for both, self.breed = breed). Here, it's coded differently to avoid confusion.
And attributes are usually written as 'self.attribute_name' (as shown above).
Now, methods are more like actions, or operations, where you define a function inside the body of a class to perform some operation, for example, killing a mouse. A method could also utilize the attributes that you defined within the object itself.
Another key difference between a method and attribute is how you call it.
For example, let's say we create an instance using the above class we defined.
my_cat = Cat()
To call an attribute, you use
my_cat.name
or
my_cat.breed
For methods, you call it to execute some action. In Python, you call method with an open and close parenthesis, as shown below:
my_cat.kill_mouse()
Comments
A method is a function defined in the class. An attribute is an instance variable defined in the class.
Example:
class Example(object):
def __init__(self, name):
self.name = name
def hello(self):
print 'Hi, I am ' + self.name
Here hello is a method, and name is an attribute.
2 Comments
object, and you need parentheses in the print call. Combining two strings just to print the combination and then discard it is vaguely unpythonic to me; probably use string formatting instead (though I don't think there is any performance difference).class example:
global a
# a=0
def __init__(self,x,y):
self.fname=x
self.lname=y
def show(self):
return "first name: {} & Last name: {}".format(self.fname,self.lname)
obj1=example('reyan','ishtiaq')
obj2=example('ishtiaq','reyan')
print('method associated with obj1: '+ obj1.show())
print('method associated with obj2: '+ obj2.show())
obj1.a=20
obj2.a=30
print(obj1.a)
print(obj2.a)
output: method associated with obj1: first name: reyan & Last name: ishtiaq................ method associated with obj2: first name: ishtiaq & Last name: reyan................ 20 30
1 Comment
Below u can see that I made a class called "example" with two class attributes: variable1 and variable2.
class example():
def __init__(self, variable1, variable2):
self.variable1 = variable1
self.variable2 = variable1
i did not construct a method inside this class. Notice that variable1 comes first and after comes variable2 inside the init():
below i created an object "object1" with the example class. I created the example class with two arguments "variable1" and "variable2". "self" does not count), so i have to pass two arguments when calling the example class. I gave two variables "10" and "20".
object1 = example(10,20)
with the code below i just get the value of the first argument, which is 10.
print(object1.variable1)
Foo, you call an attribute (a class variable) asFoo().bar. You call a method (a class function) asFoo().baz().Foo.wololo.