The django-segments module allows you to slice and dice your Django user models into segments with Redis backed SQL queries.
Assume your Django user model has an integer primary key called 'id'.
Create a segment, and use the mixin with your user class:
from django.contrib.auth.models import AbstractUser from segments.models import SegmentMixin class SegmentableUser(AbstractUser, SegmentMixin): pass ... u = SegmentableUser() s = Segment(definition = "select id from %s" % SegmentableUser._meta.db_table) s.refresh() # Run the query and save the results to Redis print u.is_member(s) # "True"
You can use it for targeting marketing offers at certain users, building mailing lists, identifying "good" vs. "bad" customers, and quickly adding all sorts of properties on user records into the django admin without having to write or deploy code.
class Offer(models.Model) priority = models.IntegerField() discount = models.DecimalField() segment = models.ForeignKey(Segment) class Meta: ordering = ('priority', ) @classmethod def get_offer_for_user(cls, user) for offer in cls.objects.all(): if offer.segment.has_member(user): return offer
The code is thoroughly documented and tested.
To use, first install (pypi package coming soon):
pip install -e git+https://github.com/groveco/django-segments#egg=segments
Then add the following to your settings.py:
INSTALLED_APPS = ( ... 'segments', ) # This is the name of the connection Segments will use to evaluate segment SQL # Recommended to set this to a readonly DB role. Defaults to 'default'. SEGMENTS_EXEC_CONNECTION = 'readonly'
You're ready to go!
>>> python manage.py test --settings=segments.tests.settings