django-saber

Saber provides an in-memory replacement for the Django-ORM


Keywords
django, model, orm, replacement, inmemory, performance, fast, calculations
License
BSD-3-Clause
Install
pip install django-saber==0.6.1

Documentation

django-saber

Saber provides a drop-in replacement for the Django ORM for dealing with a defined database set. All Model attributes, methods and relations will work seamlessly -- faster.

Why

This library helped reduce the generation of an expensive report from 200 seconds to 1 second, by changing a prefetched queryset with an in-memory data representation.

  • When you need to calculate a dataset in (near) real-time
  • For read-only views

Usage

Your Django project should separate concerns; that is, separate Models (fields) and Controllers (logic). This allows Saber to use the same logic.

class ThinController(object):
 def name_rhymes_with_orange(self): pass

class Thin(ThinController, models.Model):
 name = models.CharField(max_length=255)

To mimic Models, provide the module that has the model Controllers. By default, memory.initialize() will load the full database into memory.

memory = Memory(controllers=['test_project.controllers'])
memory.initialize()
database = Traverse(memory.data)
database.thin.all() 
database.thin[0].name
database.thin[0].name_rhymes_with_orange()

License

BSD-3 see LICENSE