Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/pyeve/cerberus
Lightweight, extensible data validation library for Python
https://github.com/pyeve/cerberus
data-validation python
Last synced: 5 days ago
JSON representation
Lightweight, extensible data validation library for Python
- Host: GitHub
- URL: https://github.com/pyeve/cerberus
- Owner: pyeve
- License: isc
- Created: 2012-10-10T10:03:49.000Z (about 12 years ago)
- Default Branch: 1.3.x
- Last Pushed: 2024-04-18T05:00:52.000Z (7 months ago)
- Last Synced: 2024-05-29T20:12:30.067Z (5 months ago)
- Topics: data-validation, python
- Language: Python
- Homepage: http://python-cerberus.org
- Size: 2.61 MB
- Stars: 3,114
- Watchers: 50
- Forks: 237
- Open Issues: 19
-
Metadata Files:
- Readme: README.rst
- Changelog: CHANGES.rst
- License: LICENSE
- Authors: AUTHORS
Awesome Lists containing this project
- best-of-python - GitHub - 5% open · ⏱️ 23.10.2023): (Data Validation)
- awesome-python-resources - GitHub - 11% open · ⏱️ 05.05.2021): (数据验证)
- awesome-repositories - pyeve/cerberus - Lightweight, extensible data validation library for Python (Python)
- awesome-mlops - Cerberus - Lightweight, extensible data validation library for Python. (Data Validation)
- awesome-python-models - cerberus - Lightweight, extensible data validation library for Python. (Data validation)
- awesome-dataops - Cerberus - Lightweight, extensible data validation library for Python. (Data Quality)
- starred-awesome - cerberus - Lightweight, extensible data validation library for Python (Python)
README
Cerberus |latest-version|
=========================
|python-support| |black|Cerberus is a lightweight and extensible data validation library for Python.
.. code-block:: python
>>> v = Validator({'name': {'type': 'string'}})
>>> v.validate({'name': 'john doe'})
TrueFeatures
--------Cerberus provides type checking and other base functionality out of the box and
is designed to be non-blocking and easily and widely extensible, allowing for
custom validation. It has no dependencies, but has the potential to become
yours.Versioning & Interpreter support
--------------------------------Starting with Cerberus 1.2, it is maintained according to
`semantic versioning`_. So, a major release sheds off the old and defines a
space for the new, minor releases ship further new features and improvements
(you know the drill, new bugs are inevitable too), and micro releases polish a
definite amount of features to glory.We intend to test Cerberus against all CPython interpreters at least until half
a year after their `end of life`_ and against the most recent PyPy interpreter
as a requirement for a release. If you still need to use it with a potential
security hole in your setup, it should most probably work with the latest
minor version branch from the time when the interpreter was still tested.
Subsequent minor versions have good chances as well. In any case, you are
advised to run the contributed test suite on your target system.Funding
-------Cerberus is an open source, collaboratively funded project. If you run a
business and are using Cerberus in a revenue-generating product, it would
make business sense to sponsor its development: it ensures the project that
your product relies on stays healthy and actively maintained. Individual users
are also welcome to make a recurring pledge or a one time donation if Cerberus
has helped you in your work or personal projects.Every single sign-up makes a significant impact towards making Eve possible. To
learn more, check out our `funding page`_.Documentation
-------------Complete documentation is available at http://docs.python-cerberus.org
Installation
------------Cerberus is on PyPI_, so all you need to do is:
.. code-block:: console
$ pip install cerberus
Testing
-------Just run:
.. code-block:: console
$ python setup.py test
Or you can use tox to run the tests under all supported Python versions. Make
sure the required python versions are installed and run:.. code-block:: console
$ pip install tox # first time only
$ toxContributing
------------Please see the `Contribution Guidelines`_.
Copyright
---------Cerberus is an open source project by `Nicola Iarocci`_. See the license_ file
for more information... _Contribution Guidelines: https://github.com/pyeve/cerberus/blob/1.3.x/CONTRIBUTING.rst
.. _end of life: https://devguide.python.org/#status-of-python-branches
.. _funding page: http://docs.python-cerberus.org/en/latest/funding.html
.. _license: https://github.com/pyeve/cerberus/blob/1.3.x/LICENSE
.. _Nicola Iarocci: https://nicolaiarocci.com/
.. _PyPI: https://pypi.python.org/
.. _semantic versioning: https://semver.org/.. |black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
:alt: Black code style
:target: https://black.readthedocs.io/
.. |latest-version| image:: https://img.shields.io/pypi/v/cerberus.svg
:alt: Latest version on PyPI
:target: https://pypi.org/project/cerberus
.. |license| image:: https://img.shields.io/pypi/l/cerberus.svg
:alt: Software license
:target: https://github.com/pyeve/cerberus/blob/1.3.x/LICENSE
.. |python-support| image:: https://img.shields.io/pypi/pyversions/cerberus.svg
:target: https://pypi.python.org/pypi/cerberus
:alt: Python versions