https://github.com/eventbrite/conformity

https://github.com/eventbrite/conformity

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/eventbrite/conformity
• Owner: eventbrite
• License: apache-2.0
• Created: 2016-09-19T14:41:03.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2023-05-17T19:06:22.000Z (over 1 year ago)
• Last Synced: 2024-06-24T05:45:42.436Z (3 months ago)
• Language: Python
• Size: 401 KB
• Stars: 1
• Watchers: 19
• Forks: 2
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

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• starred-awesome - conformity - (Python)

README

        
Conformity - Declarative Schema for Python

==========================================

.. image:: https://readthedocs.org/projects/conformity/badge/

    :target: https://conformity.readthedocs.io

.. image:: https://pepy.tech/badge/conformity

    :target: https://pepy.tech/project/conformity

.. image:: https://img.shields.io/pypi/l/conformity.svg

    :target: https://pypi.python.org/pypi/conformity

.. image:: https://api.travis-ci.org/eventbrite/conformity.svg

    :target: https://travis-ci.org/eventbrite/conformity

.. image:: https://img.shields.io/pypi/v/conformity.svg

    :target: https://pypi.python.org/pypi/conformity

.. image:: https://img.shields.io/pypi/wheel/conformity.svg

    :target: https://pypi.python.org/pypi/conformity

.. image:: https://img.shields.io/pypi/pyversions/conformity.svg

    :target: https://pypi.python.org/pypi/conformity

**Conformity** is a declarative schema validation library designed for use in libraries, services, application

settings, and more.

------------

Declare a schema:

.. code-block:: python

    from conformity.fields import Dictionary, Float, Integer, List, UnicodeString

    person = Dictionary({

        "name": UnicodeString(),

        "height": Float(gte=0),

        "event_ids": List(Integer(gt=0)),

    })

Check to see if data is valid:

.. code-block:: python

    data = {"name": "Andrew", "height": 180.3, "event_ids": [1, "3"]}

    errors = person.errors(data)

    # Key event_ids: Index 1: Not an integer

And wrap functions to validate on the way in and out:

.. code-block:: python

    kwargs = Dictionary({

        "name": UnicodeString(),

        "score": Integer(),

    }, optional_keys=["score"])

    @validate_call(kwargs, UnicodeString())

    def greet(name, score=0):

        if score > 10:

            return "So nice to meet you, {}!".format(name)

        else:

            return "Hello, {}.".format(name)

There's support for basic string, numeric, geographic, temporal, networking, and other field types, with everything

easily extensible (optionally via subclassing). Conformity also boasts support for full-blown application settings

schema definition and validation complete with definable defaults, and includes Sphinx ``autodoc`` extensions to help

you generate meaningful documentation for your code using Conformity.

License

-------

Conformity is licensed under the `Apache License, version 2.0 `_.

Installation

------------

Conformity is available in PyPi and can be installing directly via Pip or listed in ``setup.py``, ``requirements.txt``,

or ``Pipfile``:

.. code-block:: bash

    pip install 'conformity~=1.26'

.. code-block:: python

    install_requires=[

        ...

        'conformity~=1.26',

        ...

    ]

.. code-block:: text

    conformity~=1.26

.. code-block:: text

    conformity = {version="~=1.26"}

Documentation

-------------

The complete Conformity documentation is available on `Read the Docs `_!