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Sick of for loop + conditional soup when dealing with complicated lists? Querylist is here to help.
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Sick of for loop + conditional soup when dealing with complicated lists? Querylist is here to help.

This package provides a data structure called a QueryList, an extension of Python's built in list data type that adds django ORM-eseque filtering, exclusion, and get methods. QueryLists allow developers to easily query and retrieve data from complex lists without the need for unnecessarily verbose iteration and selection cruft.

The package also provides BetterDict, a backwards-compatible wrapper for dictionaries that enables dot lookups and assignment for key values.

Take a look at the complete documentation for more information.


Querylist can be installed like any other python package:

> pip install querylist

Querylist is tested against Python 2.6, 2.7, 3.3, 3.4, and pypy.



BetterDicts wrap normal dicts. They have all of the same functionality one would expect from a normal dict:

>>> from querylist import BetterDict
>>> src = {'foo': 'bar', 'items': True}
>>> bd = BetterDict(src)
>>> bd == src
>>> bd['foo']
>>> bd.items()
[('items', True), ('foo', 'bar')]

However, BetterDicts can also preform dot lookups and assignment of key values!

>>> bd.bar_time = True
>>> = 'meh'
>>> bd.bar_time
>>> bd['bar_time']

Key values that conflict with normal dict attributes are accessible via a _bd_ attribute.

>>> bd.items
<built-in method items of BetterDict object at 0x10d3a7fb0>
>>> bd._bd_.items

More about BetterDicts >>


QueryLists work just like lists:

>>> from querylist import QueryList
>>> site_list = [
        'url': 'http://site1.tld/',
        'meta': {
            'keywords': ['Mustard', 'kittens'],
            'description': 'My cool site'
        'published': True,
        'id': 1,
        'name': 'Site 1'
    }, {
        'url': 'http://site2.tld/',
        'meta': {
            'keywords': ['Catsup', 'dogs'],
            'description': 'My cool site'
        'published': True,
        'id': 2,
        'name': 'SitE 2'
    }, {
        'url': 'http://site3.tld/',
        'meta': {
            'keywords': ['Mustard', 'kittens'],
            'description': 'My cool site'
        'published': False,
        'id': 3,
        'name': 'Site 3'
>>> ql = QueryList(site_list)
>>> ql == site_list

They also let developers, exclude objects that don't match criteria via field lookups or filter the QueryList to only the objects that do match a provided criteria:

>>> ql.exclude(published=True)
[{'url': 'http://site3.tld/', 'meta': {'keywords': ['Mustard', 'kittens'], 'description': 'My cool site'}, 'id': 3, 'name': 'Site 3', 'published': False}]
>>> ql.filter(published=True).exclude(meta__keywords__contains='Catsup')
[{'url': 'http://site1.tld/', 'meta': {'keywords': ['Mustard', 'kittens'], 'description': 'My cool site'}, 'id': 1, 'name': 'Site 1', 'published': True}]

And finally, they let developers retrieve specific objects with the get method:

>>> ql.get(id=2)
{'url': 'http://site1.tld/', 'meta': {'keywords': ['Mustard', 'kittens'], 'description': 'My cool site'}, 'id': 2, 'name': 'Site 1', 'published': True}

By default, QueryLists work exclusively with lists of dictionaries. This is achieved partly by converting the member dicts to BetterDicts on instantiation. QueryLists also supports lists of any objects that support dot lookups. QueryList.__init__() has parameters that let users easily convert lists of dictionaries to custom objects. Consider the site_list example above: instead of just letting the QueryList default to a BetterDict, we could instantiate it with a custom Site class that provides methods for publishing, unpublishing, and deleting sites. That would then allow us to write code like the following, which publishes all unpublished sites:

>>> from site_api import Site
>>> ql = QueryList(site_list, wrap=Site)
>>> [x.publish() for x in ql.exclude(published=True)]

More about QueryLists >>


  1. Fork the repo and then clone it locally.
  2. Install the development requirements: pip install -r requirements.txt ( use requirements26.txt for python 2.6)
  3. Use testtube's stir command (installed via #2) to monitor the project directory for changes and automatically run the test suite.
  4. Make changes and submit a pull request.

At the moment, Querylist has great test coverage. Please do your part to help keep it that way by writing tests whenever you add or change code.

Everything else

Copyright (c) Thomas Welfley. See LICENSE for details.

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