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Conformity is a declarative schema validation library designed for use in libraries, services, application settings, and more.


Declare a schema:

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:

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:

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:

pip install 'conformity~=1.26'
install_requires=[
    ...
    'conformity~=1.26',
    ...
]
conformity~=1.26
conformity = {version="~=1.26"}

Documentation

The complete Conformity documentation is available on Read the Docs!

Metadata

Release files for conformity 1.28.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for conformity 1.28.2
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conformity-1.28.2.tar.gz 43.6 kB Without provenance Details for conformity-1.28.2.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for conformity 1.28.2
File Interpreter ABI Platform Actions
conformity-1.28.2-py27.py35.py36.py37.py38-none-any.whl Python 2.7, Python 3.5, Python 3.7, Python 3.8, Python 3.6 none any Details for conformity-1.28.2-py27.py35.py36.py37.py38-none-any.whl

Total release size: 96.8 kB

Release files / conformity-1.28.2.tar.gz

Download URL conformity-1.28.2.tar.gz
Size 43.6 kB
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Download URL conformity-1.28.2-py27.py35.py36.py37.py38-none-any.whl
Size 53.2 kB
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Security for conformity 1.28.2

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