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Django, Python, and Class Variables

Tags:

python

django

I'm simultaneously learning Python while picking up Django. I'm familiar with many other languages.

In the following code snippet, x is a class variable of class Foo.

class Foo(object):
    x = 9000

Given the previous declaration, the following works fine.

print Foo.x

The Django framework lets you create your model by defining Python classes. It makes fields out of the different class variables in your Python classes.

class Question(models.Model):
    question_text = models.CharField(max_length=200)

Why does the following code snippet:

#!/usr/bin/env
import os, django
os.environ['DJANGO_SETTINGS_MODULE'] = 'mysite.settings'
django.setup()
from polls.models import Question, Choice
print Question.question_text

throw the following error:

AttributeError: type object 'Question' has no attribute 'question_text'

As far as I'm understanding everything my Question class has a single static member defined: Question.question_text.

like image 906
JDR Avatar asked Dec 14 '14 23:12

JDR


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What is the difference between instance variable and class variable in Python?

A class variable is a variable that defines a particular property or attribute for a class. An instance variable is a variable whose value is specified to the Instance and shared among different instances.

Where do I declare class variables in Python?

Defined outside of all the methods, class variables are, by convention, typically placed right below the class header and before the constructor method and other methods.

What is the difference between class and instance variable?

Class variables also known as static variables are declared with the static keyword in a class, but outside a method, constructor or a block. Instance variables are created when an object is created with the use of the keyword 'new' and destroyed when the object is destroyed.


2 Answers

Django models use a metaclass to alter what is normal class behaviour.

Use dir(Question) and you'll see there are different attributes on that class now. This is custom behaviour just for Django models however.

If you are curious you can study the metaclass __new__ method, but it does a lot of work specific to Object Relational Mapping tasks.

like image 178
Martijn Pieters Avatar answered Oct 09 '22 22:10

Martijn Pieters


Magic.

No, really.

Python classes aren't set-in-stone structure, like they are in C++. They are, themselves, just objects — instances of another type:

class Foo(object):
    pass

print(type(Foo))  # <class 'type'>

You can even make a class like you'd make any other object, by calling type. This:

class Bar(object):
    a = 1
    b = 2

Is really (more or less) syntactic sugar for this:

Bar = type('Bar', (object,), {'a': 1, 'b': 2})

type takes the name of your new class, a list of its superclasses, and a dict of all the attributes of the class, and spits out a new class.

But, because type is just a class like any other, it's possible to subclass it and give it different behavior. And this is what Django has done: it's created a subclass of type that does something different with the dict of attributes you pass to it.

You don't see this happening directly in your own code, but if you check type(models.Model), you'll find out its type is not type, but something specific to Django. It probably has "meta" in the name, because it's called a metaclass: the class of a class.

This is a fairly common pattern for making "declarative" libraries in Python, where the attributes of a class actually define some kind of structure. You can see the same thing in form validation (wtforms), schema validation (colander), other ORMs (sqlalchemy), and even the stdlib enum module.

like image 40
Eevee Avatar answered Oct 10 '22 00:10

Eevee