Understanding __get__ and __set__ and Python descriptors

Question

I am trying to understand what Python's descriptors are and what they are useful for. I understand how they work, but here are my doubts. Consider the following code:

class Celsius(object):     def __init__(self, value=0.0):         self.value = float(value)     def __get__(self, instance, owner):         return self.value     def __set__(self, instance, value):         self.value = float(value)   class Temperature(object):     celsius = Celsius() 

1. Why do I need the descriptor class?

2. What is instance and owner here? (in __get__). What is the purpose of these parameters?

3. How would I call/use this example?

Answer 1

The descriptor is how Python's property type is implemented. A descriptor simply implements __get__, __set__, etc. and is then added to another class in its definition (as you did above with the Temperature class). For example:

temp=Temperature() temp.celsius #calls celsius.__get__ 

Accessing the property you assigned the descriptor to (celsius in the above example) calls the appropriate descriptor method.

instance in __get__ is the instance of the class (so above, __get__ would receive temp, while owner is the class with the descriptor (so it would be Temperature).

You need to use a descriptor class to encapsulate the logic that powers it. That way, if the descriptor is used to cache some expensive operation (for example), it could store the value on itself and not its class.

An article about descriptors can be found here.

EDIT: As jchl pointed out in the comments, if you simply try Temperature.celsius, instance will be None.