marshmallow: 简化Python对象系列化

mac2022-06-30  41

转载:http://www.thinksaas.cn/topics/0/594/594368.html

 

marshmallow -一个轻量级的库用于将复杂对象转成简单的Python数据类型。或从简单的Python数据类型转成复杂对象。

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

$ pip install -U marshmallow

Documentation

Full documentation is available at http://marshmallow.readthedocs.org/ .

Requirements

Python >= 2.6 or >= 3.3

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

Project Links

Docs: http://marshmallow.readthedocs.org/Changelog: http://marshmallow.readthedocs.org/en/latest/changelog.htmlPyPI: https://pypi.python.org/pypi/marshmallowIssues: https://github.com/marshmallow-code/marshmallow/issues

License

MIT licensed. See the bundled LICENSE file for more details.

项目地址: https://github.com/marshmallow-code/marshmallow

转载于:https://www.cnblogs.com/c-x-a/p/7273004.html

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