Tiny query wrapper for composable, cross-relation complex queries.
conceptq is a small, simple utility for pullng portable, composable “concepts” out of Django ORM queries, using Q objects.
The problem: say you have a bit of logic that applies to a model – for example, a pizza topping is “savory” if it’s salty or spicy, but not sweet. The models:
class ToppingManager(models.Manager) def savory(self): return self.filter(Q(savory=True) | Q(salty=True), sweet=False) class Topping(models.Model): savory = models.BooleanField() salty = models.BooleanField() sweet = models.BooleanField() objects = ToppingManager() class Pizza(models.Model): toppings = models.ManyToManyField(Topping)
This works great, until you want to carry that concept over to “Pizza” classes. How do you say that a pizza is savory? It’s savory if its toppings are. But when our logic for the toppings is bound up in the Topping manager, we end up having to duplicate it in the Pizza manager too:
class PizzaManager(models.Manager): def savory(self): # Oh noes! Duplication city! return self.filter(Q(topping__savory=True) | Q(topping__salty=True), topping__sweet=False)
With each step down the related manager chain, we’re duplicating the query logic yet again. Not very DRY, bug magnet, etc.
conceptq is primarily a single decorator, @concept, that you can apply to a manager method. It expects the method to return a Q object, rather than a queryset; but it wraps the Q object in a filter call so the manager methods still chain like normal. In addition, it provides a via method to prefix all the calls for you:
class ToppingManager(models.Manager): @concept def savory(self): return Q(Q(savory=True) | Q(salty=True), sweet=False)
This can then be used this way:
Topping.objects.savory() # --> returns queryset Topping.objects.savory().q # --> returns the Q object Topping.objects.savory().via("prefix") # --> returns Q object with prefixed fields
Now we can have fun across relations:
Pizza.objects.filter(Topping.objects.savory().via("toppings")) # filters with Q(Q(toppings__savory=True) | Q(toppings__salty=True), toppings__sweet=False) Customer.objects.filter(Topping.objects.savory().via("favorite_pizza__toppings")) # filters with Q(Q(favorite_pizza__toppings__savory=True) | Q(favorite_pizza__toppings__salty=True), # Q(favorite_pizza__toppings__sweet=False))
And we can use the manager class as a place to build a library of higher level concepts that can be composed together easily:
class ToppingManager(models.Manager): @concept def savory(self): return Q(Q(savory=True) | Q(salty=True), sweet=False) @concept def cajun(self): return Q(savory=True, burnt=True) @concept def high_calorie(self): return Q(calories__gte=300) @concept def diet_cajun(self): return ((self.savory().q | self.cajun().q) & ~self.high_calorie().q) >>> diet_cajun_pizzas = Pizza.objects.filter(Topping.objects.diet_cajun().via("toppings")) # filters with: # Q( # Q(Q(toppings__savory=True) | Q(toppings__salty=True), Q(toppings__sweet=False)) | # Q(toppings__savory=True, toppings__burnt=True) # ) & ~Q(toppings__calories__gte=300) #
Oh, and it works with F expressions too.
For more, see the included testproject and the only 40 lines of source code.
Copyright (c) 2013, Charlie DeTar All rights reserved.
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
- Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
The views and conclusions contained in the software and documentation are those of the authors and should not be interpreted as representing official policies, either expressed or implied, of the FreeBSD Project.