A lightweight library for converting complex datatypes to and from native Python datatypes.
Project description
marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
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, 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
$ pip install -U marshmallow --pre
Documentation
Full documentation is available at http://marshmallow.readthedocs.io/ .
Requirements
Python >= 2.7 or >= 3.5
marshmallow has no external dependencies outside of the Python standard library, although python-dateutil is recommended for robust datetime deserialization.
Ecosystem
A list of marshmallow-related libraries can be found at the GitHub wiki here:
https://github.com/marshmallow-code/marshmallow/wiki/Ecosystem
Credits
Contributors
This project exists thanks to all the people who contribute.
You’re highly encouraged to participate in marshmallow’s development. Check out the Contributing Guidelines to see how you can help.
Thank you to all who have already contributed to marshmallow!
Backers
If you find marshmallow useful, please consider supporting the team with a donation. Your donation helps move marshmallow forward.
Thank you to all our backers! [Become a backer]
Sponsors
Support this project by becoming a sponsor (or ask your company to support this project by becoming a sponsor). Your logo will show up here with a link to your website. [Become a sponsor]
Professional support
Professionally-supported marshmallow is now available through the Tidelift Subscription.
Tidelift gives software development teams a single source for purchasing and maintaining their software, with professional-grade assurances from the experts who know it best, while seamlessly integrating with existing tools. [Get professional support]
Project Links
License
MIT licensed. See the bundled LICENSE file for more details.
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