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Bridging Django to MongoDB with the MongoKit ODM (Object Document Mapper)

branch: master
README.md

django-mongokit

By: Peter Bengtsson, mail@peterbe.com, 2010-2011

License: New BSD License

Bridging Django to MongoDB with the MongoKit ODM

The purpose of this module is to make it easy to use MongoKit to define your models for Django if you prefer to use MongoDB instead of a relational database. This kit takes care of the boilerplate and makes your MongoKit documents work better with Django as it defines a _meta class attribute when registering.

Installation

pip install django-mongokit

Usage/Configuration

First of all you need to define a name of the database and but that into your settings.DATABASES directive. Here's an example:

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.sqlite3',
        'NAME': 'example-sqlite3.db',
    },
    'mongodb': {
        'ENGINE': 'django_mongokit.mongodb',
        'NAME': 'example',
    },
}

Note that default and mongodb are mandatory keys in this settings. What you can change is the NAME part under DATABASES['mongodb'].

In Django, you might be used to doing something like this:

from django.db import models

class Talk(models.Model):
    topic = models.CharField(max_length=250)
    date = models.DateTimeField()

Now, with django_mongokit you can do this:

from django_mongokit.document import DjangoDocument

class Talk(DjangoDocument):
    structure = {
   'topic': unicode,
   'date': datetime.datetime
}

This base class gives you some benefits out-of-the-box which will hopefully make working with MongoKit documents easier such as pk. This will return the ObjectID of an instance as a byte string which can be very useful for mapping URLs and finding documents by ID. For example:

>>> from mongokit import Connection
>>> conn = Connection()
>>> from exampleapp.models import Talk
>>> conn.register([Talk])
>>> database = conn['example']
>>> collection = database['talks']
>>> talk = collection.Talk.find_one()
>>> talk
'4b87c6b19d40b3375a000001'

There's also the _meta attribute which Django people will be familiar with:

>>> talk._meta
<Meta Talk 'Talk', 'Talks'>
>>> talk._meta.verbose_name
'Talk'
>>> talk._meta.verbose_name_plural
'Talks'

If you want to override any of the _meta attributes you do it just like you do it with the Django ORM:

class Talk(models.Model):
    ...
    class Meta:
        verbose_name_plural = u"Talkings"

A limited set of signals are fired when working with django_mongokit documents. These are:

  • pre_delete
  • post_delete
  • pre_save
  • post_save

Examples

django-mongokit comes with an example project and an example app that does some basic things. It might be a good source of inspiration for how to use django-mongokit to look at this example app.

Django 1.1 (pre multi-db support)

django-mongokit was built for Django 1.2 with the multi-db support but you can use django-mongokit in Django 1.1 (tested in Django 1.1.1) as a secondary database. For example, you might want to continue running your application in MySQL/PosgreSQL/Oracle as it is but you then have a fast logging app that writes to MongoDB. The way difference from using Django 1.2 is to that you need to specify a setting called MONGO_DATABASE_NAME like this:

MONGO_DATABASE_NAME = "example"

Document Forms

A version of Django's ModelForm has been supplied for Mongokit Documents, called DocumentForm.

Using it is as simple as:

from django_mongokit.forms import DocumentForm
from models import Talk

class TalkForm(DocumentForm):

    class Meta:
        document = Talk

This automatically pulls the fields from mongokit's structure attribute, along with associated required_fields and default_values, and builds associated form fields for this document.

You can customize the DocumentForm just like you'd customize a ModelForm:

class TalkForm(DocumentForm):

    def clean_when(self):
        """
        Take a date object from the DateField and create a
        datetime object.
        """
        w = self.cleaned_data['when']
        when = datetime.datetime(w.year, w.month, w.day, 0,0,0)
        return when

    class Meta:
        document = Talk
        fields = ['topic', 'tags']
        # You could also explicitly exclude fields
        # exclude = ['created_on']

Right now, DocumentForms support the following mongokit datatypes: int, bool, float, unicode, datetime.datetime, datetime.date, datetime.time, list and dict (list and dict show up as character fields editable in JSON format). DocumentForms do not support nested documents or nested dictionary keys at the moment.

DocumentForms do not at the moment support mongokit validations.

Troubleshooting

If you get this error:

django.core.exceptions.ImproperlyConfigured:
  'django_mongokit.mongodb' isn't an available database backend. 
Try using django.db.backends.XXX, where XXX is one of:
  'dummy', 'mysql', 'oracle', 'postgresql', 'postgresql_psycopg2',
  'sqlite3'
Error was: No module named mongokit

Then it's simply because you don't have mongokit itself installed.

Something went wrong with that request. Please try again.