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autoupdated database fields for model methods

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django-computedfields

django-computedfields provides autoupdated database fields for model methods.

Tested with Django 1.10, 1.11 (Python 2.7, 3.5, 3.6) and Django 2.0, 2.1 (Python 3.5 and 3.6).

Example

Just derive your model from ComputedFieldsModel and place the @computed decorator at a method:

from django.db import models
from computedfields.models import ComputedFieldsModel, computed

class MyModel(ComputedFieldsModel):
    name = models.CharField(max_length=32)

    @computed(models.CharField(max_length=32))
    def computed_field(self):
        return self.name.upper()

computed_field will be turned into a real database field and can be accessed and searched like any other database field. During saving the associated method gets called and it’s result written to the database. With the method compute('fieldname') you can inspect the value that will be written, which is useful if you have pending changes:

>>> person = MyModel(forename='berty')
>>> person.computed_field             # empty since not saved yet
>>> person.compute('computed_field')  # outputs 'BERTY'
>>> person.save()
>>> person.computed_field             # outputs 'BERTY'

The computed decorator supports a depends keyword argument to indicate dependencies to other model fields. If set, the computed field gets automatically updated upon changes of the related fields:

from django.db import models
from computedfields.models import ComputedFieldsModel, computed

class MyModel(ComputedFieldsModel):
    name = models.CharField(max_length=32)
    fk = models.ForeignKey(SomeModel)

    @computed(models.CharField(max_length=32), depends=['fk#fieldname'])
    def computed_field(self):
        return self.name.upper() + self.fk.fieldname

Now changes to fk.fieldname will now also update computed_field.

Documentation

The documentation can be found here.

TODO

  • optimize update querysets with select_related and prefetch_related

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