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datafilters 0.3.3

Neat QuerySet filter for django apps with filterforms based on django forms


Library to implement reusable queryset filtering for django-powered websites.

This library provides a way to declaratively define filter specifications in a django-forms manner. Such forms can be used as ordinary django forms and they also provides a method filter to perform filtering of arbitrary querysets.

This approach is somewhat differs from one in django-admin, but it looks more intuitive and straightforward for the author.

Main features:

  • forms-based declaration and usage;
  • simple API;
  • easy to implement and reuse abstract filter specs of any complexity (from standard lookups to QuerySet.extra calls);
  • runtime-aware filtering;
  • a number of builtin specs for simple cases.


For concrete usage example, see sample_proj/polls/

To perform filtering one must define a subclass of datafilters.filterform.FilterForm (base class for filter forms). The typical declaration consists of class attributes declaring filter specifications, subclasses of datafilters.filterspec.FilterSpec. This tandem is very much like the Form and Field pair. FilterSpec subclass defines a corresponding form field that will be used to render and validate a django form and it also defines a method to get lookup conditions based on user input (to_lookup). There is a bunch of builtin specs so typicaly it is not necessary to implement your own filter specs for simple filtering.

For example purposes we will use models from django tutorial: Choice and Question.

The typical filter form looks like that:

from datafilters.filterform import FilterForm
from datafilters.specs import ContainsFilterSpec, \

class ChoicesFilterForm(FilterForm):
    choice_text = ContainsFilterSpec('choice',
                                     label='Choice contains text')
    question_text = ContainsFilterSpec('poll__question',
                                       label='Question contains text')
    has_votes = GreaterThanZeroFilterSpec('votes')

Direct usage of filter form

Defined form can be used directly:

from django.shortcuts import render_to_response
from polls.models import Choice

def choice_list(request):
    choices = Choice.objects.all()
    filterform = ChoicesFilterForm(request.GET)
    if filterform.is_valid():
        choices = filterform.filter(choices)

    return render_to_response('polls/choice_list.html',
            'choices': choices,
            'filterform': filterform,

filter_powered decorator

There is a decorator to remove bottlenecks when using filtering extensively:

from django.template.response import TemplateResponse
from datafilters.decorators import filter_powered

@filter_powered(ChoicesFilterForm, queryset_name='choices')
def choice_list(request):
    choices = Choice.objects.all()
    return TemplateResponse('polls/choice_list.html',
        {'choices': choices})

View mixin

If you are using django class-based views there is another option to take: a view mixin FilterFormMixin. Example:

from django.views.generic import ListView

class ChoiceListView(FilterFormMixin, ListView):
    model = Choice
    filter_form_cls = ChoicesFilterForm

choice_list = ChoiceListView.as_view()

Usage in templates

In our template we can use new context variable filterform as an ordinary django form:

<form class="filter" method="get" action="">
    {{ filterform.as_p }}
    <input type="submit" value="Apply filter" />


File Type Py Version Uploaded on Size (md5) MS Windows installer any 2013-07-24 240KB (md5) Source 2013-07-24 24KB