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        "author": "Aljosha Friemann",
        "author_email": "a.friemann@automate.wtf",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: BSD License",
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            "Programming Language :: Python :: 2.7",
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        "description": "simple_model\n============\n\n.. image:: https://travis-ci.org/AFriemann/simple_model.svg?branch=master\n    :target: https://travis-ci.org/AFriemann/simple_model\n.. image:: https://badge.fury.io/py/simple_model.svg\n    :target: https://badge.fury.io/py/simple_model\n\nAs the name suggests, this is a very simple model framework. It can be used for data\nvalidation and (de-)serialization.\n\n**New** Head over to `v2 <https://github.com/AFriemann/simple_model/blob/master/README.v2.rst>`_ now!\n\nInstallation\n------------\n\nInstall with pip::\n\n    $ pip install --user simple_model\n\nUsage\n-----\n\nThis allows me to test the examples by taking care of sorting the dictionaries, it is not required for simple_model\nto work:\n\n.. code:: python\n\n    >>> from pprint import pprint\n\nExamples:\n\n.. code:: python\n\n    >>> from simple_model import Model, Attribute\n\n    >>> class Data(Model):\n    ...     name = Attribute(str)\n    ...     some_value = Attribute(str, optional=True)\n    ...     another_value = Attribute(int, fallback=0)\n\n    >>> pprint(dict(Data(name = 'test', some_value = None, another_value = 12)))\n    {'another_value': 12, 'name': 'test', 'some_value': None}\n\n    >>> pprint(dict(Data(name = 'test')))\n    {'another_value': 0, 'name': 'test', 'some_value': None}\n\n    >>> init_dict = {'name': 'test', 'some_value': 'val', 'another_value': 3}\n    >>> pprint(dict(Data(**init_dict)))\n    {'another_value': 3, 'name': 'test', 'some_value': 'val'}\n\nInitializing with missing attributes while not specifying them as optional or providing a fallback value\nwill result in a *ValueError* containing all failed attributes.\nNote that *fallback* takes precedence over *optional*, specifying both is unnecessary.\n\nUnknown values will be ignored\n\n.. code:: python\n\n    >>> pprint(dict(Data(name = 'test', unknown_value = True)))\n    {'another_value': 0, 'name': 'test', 'some_value': None}\n\n\nSerialization can be achieved easily, for example\n\n.. code:: python\n\n    >>> import json\n    >>> def serialize(model):\n    ...     return json.dumps(dict(model))\n\n    >>> def deserialize(string):\n    ...     return Data(**json.loads(string))\n\nSince the Model class simply calls the Attribute class for each parameter and the Attribute class in turn calls the\ngiven 'type', one could easily use functions instead of types to achieve more complex results and value parsing\n\n.. code:: python\n\n    >>> from datetime import datetime\n    >>> def parse_date(string):\n    ...     return datetime.strptime(string, '%Y-%m-%d')\n\n    >>> class Data(Model):\n    ...     date = Attribute(parse_date)\n\n    >>> dict(Data(date='2015-11-20'))\n    {'date': datetime.datetime(2015, 11, 20, 0, 0)}\n\nFallback values can also be given as functions\n\n.. code:: python\n\n    >>> def fun():\n    ...     return \"foo\"\n\n    >>> class Data(Model):\n    ...     point = Attribute(str, fallback=fun)\n\n    >>> dict(Data())\n    {'point': 'foo'}\n\nIf you need to verify Lists of objects, use functions\n\n.. code:: python\n\n    >>> class Data(Model):\n    ...     points = Attribute(lambda l: list(map(str, l)))\n\n    >>> dict(Data(points=['abc', 'def', 'ghi']))\n    {'points': ['abc', 'def', 'ghi']}\n\nOr the included *list_type* helper class\n\n.. code:: python\n\n    >>> from simple_model.helpers import list_type\n    >>> class Data(Model):\n    ...     points = Attribute(list_type(str))\n\n    >>> dict(Data(points=['abc', 'def', 'ghi']))\n    {'points': ['abc', 'def', 'ghi']}\n\nFor more complex data, use Models to verify\n\n.. code:: python\n\n     >>> class SubData(Model):\n     ...     some_value = Attribute(str)\n     ...     some_other_value = Attribute(int)\n\n     >>> class Data(Model):\n     ...     point = Attribute(SubData)\n\n     >>> pprint(dict(Data(point={'some_value': 'abc', 'some_other_value': 12})))\n     {'point': {'some_other_value': 12, 'some_value': 'abc'}}\n\nTo allow uncommon names, use the Attribute name keyword\n\n.. code:: python\n\n    >>> class Data(Model):\n    ...     point = Attribute(str, name='@point')\n\n    >>> dict(Data(point='something'))\n    {'@point': 'something'}\n\n    >>> dict(Data(**{ '@point': 'something' }))\n    {'@point': 'something'}\n\nTo easily check against expected values you can use the helper function *one_of*\n\n.. code:: python\n\n    >>> from simple_model.helpers import one_of\n    >>> class Data(Model):\n    ...     foo = Attribute(one_of('bar', 'foobar'))\n\n    >>> dict(Data(foo='bar'))\n    {'foo': 'bar'}\n\n    >>> dict(Data(foo='foo')) # doctest: +ELLIPSIS\n    Traceback (most recent call last):\n        ...\n    ValueError: {...'exception': \"ValueError: must be one of ('bar', 'foobar') but was 'foo'\"...}\n\nIf you want to disallow unknown values, set the __ignore_unknown__ attribute to False\n\n.. code:: python\n\n    >>> class Data(Model):\n    ...     __ignore_unknown__ = False\n    ...\n    ...     point = Attribute(str)\n\n    >>> Data(point = 'abc', other = 'def')\n    Traceback (most recent call last):\n        ...\n    ValueError: Unknown key \"other\" with value \"def\"\n\nYou can now set Models to be mutable and change Attribute values after creation\n\n.. code:: python\n\n    >>> class Data(Model):\n    ...     point = Attribute(int)\n\n    >>> d = Data(point = 1)\n    >>> d.point\n    1\n    >>> d.point = 2\n    >>> d.point\n    2\n    >>> d.__mutable__ = False\n    >>> d.point = 3\n    Traceback (most recent call last):\n        ...\n    AttributeError: Model is immutable\n\nTests\n-----\n\nTo run the tests use tox::\n\n    $ tox\n\nIssues\n------\n\nPlease submit any issues on `GitHub <https://github.com/afriemann/simple_model/issues>`_.\n\nChangelog\n---------\n\nsee `CHANGELOG <https://github.com/AFriemann/simple_model/blob/master/CHANGELOG.rst>`_\n\nLicense\n-------\n\nsee `LICENSE <https://github.com/AFriemann/simple_model/blob/master/LICENSE.txt>`_",
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