**marshmallow** is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.

.. code-block:: python

    from datetime import date
    from marshmallow import Schema, fields, pprint

    class ArtistSchema(Schema):
        name = fields.Str()

    class AlbumSchema(Schema):
        title = fields.Str()
        release_date = fields.Date()
        artist = fields.Nested(ArtistSchema)

    bowie = dict(name='David Bowie')
    album = dict(artist=bowie, title='Hunky Dory', release_date=date(1971, 12, 17))

    schema = AlbumSchema()
    result = schema.dump(album)
    pprint(result.data, indent=2)
    # { 'artist': {'name': 'David Bowie'},
    #   'release_date': '1971-12-17',
    #   'title': 'Hunky Dory'}

In short, marshmallow schemas can be used to:

- **Validate** input data.
- **Deserialize** input data to app-level objects.
- **Serialize** app-level objects to primitive Python types. The serialized objects can then be rendered to standard formats such as JSON for use in an HTTP API.


Get It Now
==========

.. code-block:: bash

    $ pip install -U marshmallow


Ready to get started? Go on to the :ref:`Quickstart tutorial <quickstart>` or check out some :ref:`Examples <examples>`.