What is class attribute in python
As an object-oriented language, Python provides two scopes for attributes: class attributes and instance attributes. Show Python class attributes are variables of a class that are shared between all of its instances. They differ from instance attributes in that instance attributes are owned by one specific instance of the class only, and are not shared between instances. While the instance attribute in Python has exactly the same characteristics and definition as the other object-oriented languages, the class attribute is always mistakingly considered to be the exact equivalent of the static attribute in Java or C++. To be accurate, class attributes in Python and static attributes in Java or C++ have a lot in common, however, they have behavioral differences that I will highlight in this article. Let's start with the basics:
The below
The
Notice that the class attribute can be accessed as a class property and as an instance property, however, accessing an instance attribute as a class property raises an Behind the ScenesBehind the scenes, it is a game of namespaces. If you have already read the Zen of Python, the last line states: "Namespaces are one honking great idea -- let's do more of those!" So what is a namespace? In Python, a namespace is a mapping between objects and names. To keep it simple, let's say it is a Python dictionary that has as a key to the name of the object and its value as a value. Different namespaces can coexist with the property while the names within them are independent. Python classes and objects have different namespaces, for our example, we have
When you access an attribute (instance or class attribute) as a property of an object using the dot convention, it searches first in the namespace of that object for that attribute name. If it is found, it returns the value, otherwise, it searches in the namespace of the class. If nothing is found there as well, it raises an If we find, in one class, both an instance attribute and a class attribute with the same name, the access to that name from your object will get you the value in the object namespace. Below a simplified version of the lookup function.
When you access an attribute as a class property, it searches directly in the class namespace for the name of that attribute. If it is found, it returns the value,
otherwise, it raises an Class Attributes Mutate to Be Instance AttributesYeah, it might seem weird, but they do! Let's consider the following scenario and then comment it together.
The
The affectation added a new instance attribute to the object With immutable objects, this behavior is always the same. However, with mutable objects like lists, for example, it is not always the case, depending on how you modify your class attribute. Let's change our previous class to have a list as a class attribute.
We modify that list as a property of the object
When a mutable class attribute is modified by an object, it does not mutateto turn into an instance attribute for that object. It stays shared between all the objects of the class with the new elements appended to it. However, if you attach a new list to that attribute (
You can compare the namespaces by yourself as proof of the previous behavior. ConclusionPython class attributes may be useful in different cases, however, they must be used with caution in order to avoid unexpected behaviors. Opinions expressed by DZone contributors are their own. What is a attribute in Python?Attributes of a class are function objects that define corresponding methods of its instances. They are used to implement access controls of the classes. Attributes of a class can also be accessed using the following built-in methods and functions : getattr() – This function is used to access the attribute of object.
What is a attribute in a class?Any variable that is bound in a class is a class attribute . Any function defined within a class is a method . Methods receive an instance of the class, conventionally called self , as the first argument.
What is class attribute and instance attribute Python?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.
How do you set a class attribute in Python?Use dot notation or setattr() function to set the value of class attribute. Python is a dynamic language. Therefore, you can assign a class variable to a class at runtime. Python stores class variables in the __dict__ attribute.
|