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An implementation of JSON-Schema validation for Python

Project description

jsonschema is an implementation of JSON Schema (currently in Draft 3) for Python (supporting 2.6+ including Python 3).

>>> from jsonschema import validate

>>> # A sample schema, like what we'd get from json.load()
>>> schema = {
...     "type" : "object",
...     "properties" : {
...         "price" : {"type" : "number"},
...         "name" : {"type" : "string"},
...     },
... }

>>> # If no exception is raised by validate(), the instance is valid.
>>> validate({"name" : "Eggs", "price" : 34.99}, schema)

>>> validate(
...     {"name" : "Eggs", "price" : "Invalid"}, schema
... )                                   # doctest: +IGNORE_EXCEPTION_DETAIL
Traceback (most recent call last):
    ...
ValidationError: 'Invalid' is not of type 'number'

Features

  • Support for Draft 3 of the Schema with the exception of

    • $ref, and extends that use $refs
  • Lazy validation that can iteratively report all validation errors.

>>> from jsonschema import Validator
>>> schema = {
...     "type" : "array",
...     "items" : {"enum" : [1, 2, 3]},
...     "maxItems" : 2,
... }
>>> v = Validator()
>>> for error in sorted(v.iter_errors([2, 3, 4], schema), key=str):
...     print(error)
4 is not one of [1, 2, 3]
[2, 3, 4] is too long
  • Small and extensible
  • Programmatic querying of which properties or items failed validation.
>>> from jsonschema import ErrorTree, Validator
>>> schema = {
...     "type" : "array",
...     "items" : {"type" : "number", "enum" : [1, 2, 3]},
...     "minItems" : 3,
... }
>>> instance = ["spam", 2]
>>> v = Validator()
>>> tree = ErrorTree(v.iter_errors(instance, schema))

>>> sorted(tree.errors)
['minItems']

>>> 0 in tree
True

>>> 1 in tree
False

>>> sorted(tree[0].errors)
['enum', 'type']

>>> print(tree[0].errors["type"].message)
'spam' is not of type 'number'

Schema Versioning

JSON Schema is, at the time of this writing, seemingly at Draft 3, with preparations for Draft 4 underway. The Validator class and validate function take a version argument that you can use to specify what version of the Schema you are validating under.

As of right now, Draft 3 (jsonschema.DRAFT_3) is the only supported version, and the default when validating. Whether it will remain the default version in the future when it is superceeded is undecided, so if you want to be safe, explicitly declare which version to use when validating.

Release Notes

v0.5 is mostly just a bugfix release to fix a lingering bug for error objects’ reqired properties (Issue #17) and for multiple types’ validation for non-objects (Issue #18).

All of the deprecated parameters from v0.4 have also been removed in this release.

Contributing

I’m Julian Berman.

jsonschema is on GitHub.

Get in touch, via GitHub or otherwise, if you’ve got something to contribute, it’d be most welcome!

You can also generally find me on Freenode (nick: tos9) in various channels, including #python.

Project details


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