Custom QuerySet and Manager without breaking DRY?
DjangoDjango ModelsDjango QuerysetDjango ManagersDjango Problem Overview
I'm trying to find a way to implement both a custom QuerySet
and a custom Manager
without breaking DRY. This is what I have so far:
class MyInquiryManager(models.Manager):
def for_user(self, user):
return self.get_query_set().filter(
Q(assigned_to_user=user) |
Q(assigned_to_group__in=user.groups.all())
)
class Inquiry(models.Model):
ts = models.DateTimeField(auto_now_add=True)
status = models.ForeignKey(InquiryStatus)
assigned_to_user = models.ForeignKey(User, blank=True, null=True)
assigned_to_group = models.ForeignKey(Group, blank=True, null=True)
objects = MyInquiryManager()
This works fine, until I do something like this:
inquiries = Inquiry.objects.filter(status=some_status)
my_inquiry_count = inquiries.for_user(request.user).count()
This promptly breaks everything because the QuerySet
doesn't have the same methods as the Manager
. I've tried creating a custom QuerySet
class, and implementing it in MyInquiryManager
, but I end up replicating all of my method definitions.
I also found this snippet which works, but I need to pass in the extra argument to for_user
so it breaks down because it relies heavily on redefining get_query_set
.
Is there a way to do this without redefining all of my methods in both the QuerySet
and the Manager
subclasses?
Django Solutions
Solution 1 - Django
The Django 1.7 released a new and simple way to create combined queryset and model manager:
class InquiryQuerySet(models.QuerySet):
def for_user(self, user):
return self.filter(
Q(assigned_to_user=user) |
Q(assigned_to_group__in=user.groups.all())
)
class Inquiry(models.Model):
objects = InqueryQuerySet.as_manager()
See Creating Manager with QuerySet methods for more details.
Solution 2 - Django
Django has changed! Before using the code in this answer, which was written in 2009, be sure to check out the rest of the answers and the Django documentation to see if there is a more appropriate solution.
The way I've implemented this is by adding the actual get_active_for_account
as a method of a custom QuerySet
. Then, to make it work off the manager, you can simply trap the __getattr__
and return it accordingly
To make this pattern re-usable, I've extracted out the Manager
bits to a separate model manager:
custom_queryset/models.py
from django.db import models
from django.db.models.query import QuerySet
class CustomQuerySetManager(models.Manager):
"""A re-usable Manager to access a custom QuerySet"""
def __getattr__(self, attr, *args):
try:
return getattr(self.__class__, attr, *args)
except AttributeError:
# don't delegate internal methods to the queryset
if attr.startswith('__') and attr.endswith('__'):
raise
return getattr(self.get_query_set(), attr, *args)
def get_query_set(self):
return self.model.QuerySet(self.model, using=self._db)
Once you've got that, on your models all you need to do is define a QuerySet
as a custom inner class and set the manager to your custom manager:
your_app/models.py
from custom_queryset.models import CustomQuerySetManager
from django.db.models.query import QuerySet
class Inquiry(models.Model):
objects = CustomQuerySetManager()
class QuerySet(QuerySet):
def active_for_account(self, account, *args, **kwargs):
return self.filter(account=account, deleted=False, *args, **kwargs)
With this pattern, any of these will work:
>>> Inquiry.objects.active_for_account(user)
>>> Inquiry.objects.all().active_for_account(user)
>>> Inquiry.objects.filter(first_name='John').active_for_account(user)
UPD if you are using it with custom user(AbstractUser
), you need to change
from
class CustomQuerySetManager(models.Manager):
to
from django.contrib.auth.models import UserManager
class CustomQuerySetManager(UserManager):
***
Solution 3 - Django
You can provide the methods on the manager and queryset using a mixin.
This also avoids the use of a __getattr__()
approach.
from django.db.models.query import QuerySet
class PostMixin(object):
def by_author(self, user):
return self.filter(user=user)
def published(self):
return self.filter(published__lte=datetime.now())
class PostQuerySet(QuerySet, PostMixin):
pass
class PostManager(models.Manager, PostMixin):
def get_query_set(self):
return PostQuerySet(self.model, using=self._db)
Solution 4 - Django
You can now use the from_queryset() method on you manager to change its base Queryset.
This allows you to define your Queryset methods and your manager methods only once
from the docs
> For advanced usage you might want both a custom Manager and a custom QuerySet. You can do that by calling Manager.from_queryset() which returns a subclass of your base Manager with a copy of the custom QuerySet methods:
class InqueryQueryset(models.Queryset):
def custom_method(self):
""" available on all default querysets"""
class BaseMyInquiryManager(models.Manager):
def for_user(self, user):
return self.get_query_set().filter(
Q(assigned_to_user=user) |
Q(assigned_to_group__in=user.groups.all())
)
MyInquiryManager = BaseInquiryManager.from_queryset(InquiryQueryset)
class Inquiry(models.Model):
ts = models.DateTimeField(auto_now_add=True)
status = models.ForeignKey(InquiryStatus)
assigned_to_user = models.ForeignKey(User, blank=True, null=True)
assigned_to_group = models.ForeignKey(Group, blank=True, null=True)
objects = MyInquiryManager()
Solution 5 - Django
A slightly improved version of T. Stone’s approach:
def objects_extra(mixin_class):
class MixinManager(models.Manager, mixin_class):
class MixinQuerySet(QuerySet, mixin_class):
pass
def get_query_set(self):
return self.MixinQuerySet(self.model, using=self._db)
return MixinManager()
Class decorators make usage as simple as:
class SomeModel(models.Model):
...
@objects_extra
class objects:
def filter_by_something_complex(self, whatever parameters):
return self.extra(...)
...
Update: support for nonstandard Manager and QuerySet base classes, e. g. @objects_extra(django.contrib.gis.db.models.GeoManager, django.contrib.gis.db.models.query.GeoQuerySet):
def objects_extra(Manager=django.db.models.Manager, QuerySet=django.db.models.query.QuerySet):
def oe_inner(Mixin, Manager=django.db.models.Manager, QuerySet=django.db.models.query.QuerySet):
class MixinManager(Manager, Mixin):
class MixinQuerySet(QuerySet, Mixin):
pass
def get_query_set(self):
return self.MixinQuerySet(self.model, using=self._db)
return MixinManager()
if issubclass(Manager, django.db.models.Manager):
return lambda Mixin: oe_inner(Mixin, Manager, QuerySet)
else:
return oe_inner(Mixin=Manager)
Solution 6 - Django
There are use-cases where we need to call custom QuerySet methods from the manager instead of using the get_manager
method of a QuerySet.
A mixin would suffice based on the solution posted in one of the accepted solution comments.
class CustomQuerySetManagerMixin:
"""
Allow Manager which uses custom queryset to access queryset methods directly.
"""
def __getattr__(self, name):
# don't delegate internal methods to queryset
# NOTE: without this, Manager._copy_to_model will end up calling
# __getstate__ on the *queryset* which causes the qs (as `all()`)
# to evaluate itself as if it was being pickled (`len(self)`)
if name.startswith('__'):
raise AttributeError
return getattr(self.get_queryset(), name)
For example,
class BookQuerySet(models.QuerySet):
def published(self):
return self.filter(published=True)
def fiction(self):
return self.filter(genre="fiction")
def non_fiction(self):
return self.filter(genre="non-fiction")
class BookManager(CustomQuerySetManagerMixin, models.Manager):
def get_queryset(self):
return BookQuerySet(self.model, using=self._db).published()
class Book(models.Model):
title = models.CharField(max_length=200)
genre = models.CharField(choices=[('fiction', _('Fiction')), ('non-fiction', _('Non-Fiction'))])
published = models.BooleanField(default=False)
author = models.ForeignKey(Author, on_delete=models.CASCADE, related_name="books")
objects = BookManager()
class Author(models.Model):
name = models.CharField(max_length=200)
With the above, we can access related objects (Book) like below without defining new methods in the manager for each queryset method.
fiction_books = author.books.fiction()
Solution 7 - Django
based on django 3.1.3
source code, i found a simple solution
from django.db.models.manager import BaseManager
class MyQuerySet(models.query.QuerySet):
def my_custom_query(self):
return self.filter(...)
class MyManager(BaseManager.from_queryset(MyQuerySet)):
...
class MyModel(models.Model):
objects = MyManager()
Solution 8 - Django
The following works for me.
def get_active_for_account(self,account,*args,**kwargs):
"""Returns a queryset that is
Not deleted
For the specified account
"""
return self.filter(account = account,deleted=False,*args,**kwargs)
This is on the default manager; so I used to do something like:
Model.objects.get_active_for_account(account).filter()
But there is no reason it should not work for a secondary manager.