Version 9 (modified by 19 years ago) ( diff ) | ,
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The previous version of this page is obsolete due to the model syntax change. Additionally, there's now a better reference for this topic:
http://www.djangoproject.com/documentation/models/subclassing/
magic-removal: Model Inheritance
This is a proposal for how subclassing should work in Django. There a lot of details to get right, so this proposal should be very specific and detailed. Most of the ideas here come from the thread linked below:
Here are some additional notes from Robert Wittams on allowing different storage models.
Subclassing
For subclassing, there are 3 main issues:
- How do we model the relations in SQL?
- How do joins work?
- How does the API work?
Note that I have only provided examples for single inheritance here. Is multiple inheritance worth supporting?
The examples will use the following models:
class Place(models.Model): name = models.CharField(maxlength=50) class Restaurant(Place): description = models.TextField() class ItalianRestaurant(Restaurant): has_decent_gnocchi = models.BooleanField()
1. Modeling parent relations in SQL?
The general consesus seems to be this:
CREATE TABLE "myapp_place" ( "id" integer NOT NULL PRIMARY KEY, "name" varchar(50) NOT NULL ); CREATE TABLE "myapp_restaurant" ( /* PRIMARY KEY REFERENCES "myapp_places" ("id") works for postgres, what about others? */ "id" integer NOT NULL PRIMARY KEY REFERENCES "myapp_places" ("id"), "description" text NOT NULL ); CREATE TABLE "myapp_italianrestaurant" ( "id" integer NOT NULL PRIMARY KEY REFERENCES "myapp_restaurant" ("id"), "has_decent_gnocchi" bool NOT NULL );
2. Modeling joins in SQL
When we want a list of ItalianRestaurant
s, we obviously need all the fields from myapp_restaurant and myapp_place as well. This could be accomplished by inner joins. It would look something like this:
SELECT ... FROM myapp_italianrestaurant as ir INNER JOIN myapp_restaurant as r ON ir.restaurant_id=r.id INNER JOIN myapp_place as p ON r.place_id=p.id
But what if we want a list of Place
s, what should we do? We can either just get the places:
SELECT ... FROM myapp_place
Or we can get everything with left joins (this allows the iterator to return objects of the appropriate type, rather than just a bunch of
Places
):
SELECT ... FROM myapp_place as p LEFT JOIN myapp_restaurant as r ON r.place_id=p.id LEFT JOIN myapp_italianrestaurant as ir ON ir.restaurant_id=r.id
Imagine we have more than one subclass of Place
though. The join clause and the column list would get pretty hefty. This could obviously get unmanageable pretty quickly.
I think some dbs have a maximum number of joins (something like 16), and even within the maximum, the query optimizer will either spend a while deciding which way to best join the tables or it will give up and choose the wrong way quickly. This wording is FUD-- I'll try to find specifics. --jdunck
Another option is to lazily load objects like Restaurant
and ItalianRestaurant
while we're iterating over Place.objects.all()
, but that requires a lot of database queries. Either way, doing this will be expensive, and api should reflect that. You're much better off just using Place
s fields if you are going to iterate over Place.objects.all()
3. API
The following API examples assume we have created these objects:
p = Place(name='My House') r = Restaurant(name='Road Kill Cafe', description='Yuck!') ir = ItalianRestaurant(name="Ristorante Miron", description="Italian's best mushrooms restaurant", has_decent_gnocchi=True)
For the following examples, assume Place.objects.get(2)
returns r
and
Place.objects.get(3)
returns ir
.
python | result | |
A. | Place.objects.count() | 3 |
B. | Restaurant.objects.count() | 2 |
C. | ItalianRestaurant.objects.count() | 1 |
D. | Place.objects.get(2).description | 'Yuck!' or AttributeError ?
|
E. | Restaurant.objects.get(2).description | 'Yuck!' |
Change the current usage of subclassing
class MyArticle(Article): ...fields... class META: module_name = 'my_articles' remove_fields = ...some fields...
would change to:
class MyArticle(meta.Model): ...fields... class META: copy_from = Article remove_fields = ...some fields...
Ramblings on Magic Removal Subclassing
For the above Restaurant example:
class Place(models.Model): name = models.CharField(maxlength=50) class Restaurant(Place): description = models.TextField()
we want Restaurant to have a 'name' CharField. However, fields from parent classes are included when the class is created.