Skip to main content

hypothesis-jsonschema

A Hypothesis strategy for generating data that matches some JSON schema.

Here's the PyPI page.

API

The public API consists of just one function: hypothesis_jsonschema.from_schema, which takes a JSON schema and returns a strategy for allowed JSON objects.

Schema reuse with "definitions" and "$ref" is not yet supported, but everything else in drafts 04, 05, and 07 is fully tested and working.

For details on how to use this strategy in your tests, see the Hypothesis docs.

Supported versions

hypothesis-jsonschema does not support Python 2, because it's close to end of life and Python 3.6+ is a much nicer language. Contact me if you would like this changed and are willing to either pay for or do the work to support Python 2.

In general, 0.x versions will require very recent versions of all dependencies because I don't want to deal with compatibility workarounds.

hypothesis-jsonschema may make backwards-incompatible changes at any time before version 1.x - that's what semver means! - but I've kept the API surface small enough that this should be avoidable. The main source of breaks will be if or when schema that never really worked turn into explicit errors instead of generating values that don't quite match.

Professional support for Hypothesis and hypothesis-jsonschema is available as part of the Tidelift Subscription. Tidelift gives software development teams a single source for purchasing and maintaining their software, with professional grade assurances from the experts who know it best.

Changelog:

0.9.5 - 2019-08-02

  • Improved handling of the contains keyword for arrays

0.9.4 - 2019-07-01

  • Improved canonicalisation and merging for a wide range of schemas, which as usual unlocks significant optimisations and performance improvements for cases where they apply.

0.9.3 - 2019-06-13

  • Future-proofed canonicalisation of type key.

0.9.2 - 2019-05-23

  • Better internal canonicalization, which makes current and future optimisations more widely applicable.
  • Yet another fix, this time for negative zero and numeric bouds as floats with sub-integer precision. IEEE 754 is tricky, even with Hypothesis!
  • Fixes handling of enum with elements disallowed by base schema, handling of if-then-else with a base schema, and handling of regex patterns that are invalid in Python.

0.9.1 - 2019-05-22

  • Fix the fix for numeric schemas with multipleOf and exclusive bounds.

0.9.0 - 2019-05-21

  • Supports merging schemas for overlapping patternProperties, a significant performance improvement in most cases.
  • If the "type" key is missing, it is now inferred from other keys rather than always defaulting to "object".
  • Fixed handling of complicated numeric bounds.

0.8.2 - 2019-05-21

  • Improve performance for object schemas where the min and max size can be further constrained from properties and propertyNames attributes.

0.8.1 - 2019-03-24

  • Supports draft-04 schemata with the latest version of jsonschema

0.8.0 - 2019-03-23

  • Further improved support for allOf, oneOf, and anyOf with base schemata
  • Added support for dependencies
  • Handles overlapping patternProperties

0.7.0 - 2019-03-21

  • Now requires jsonschema >= 3.0
  • Improved support for allOf, oneOf, and propertyNames
  • Supports schemata with "type": [an array of types]
  • Warning-free on Hypothesis 4.11

0.6.1 - 2019-02-23

  • Fix continuous delivery configuration (before the latent bug manifested)

0.6.0 - 2019-02-23

  • Support for conditional subschemata, i.e. the if, then, else keywords, and the anyOf, allOf, oneOf, and not keywords.

0.5.0 - 2019-02-22

  • Works with jsonschema 3.0 pre-release
  • Initial support for draft06 and draft07

0.4.2 - 2019-02-14

  • Dropped dependency on canonicaljson
  • Less warnings on Python 3.7

0.4.1 - 2019-02-06

  • Relicensed under the more permissive Mozilla Public License, like Hypothesis
  • Requires Hypothesis version 4.0 or later
  • Fixed an array bounds bug with maxItems and contains keywords

0.4.0 - 2018-11-25

Supports string formats (email, datetime, etc) and simple use of the "contains" keyword for arrays.

0.3.0 - 2018-11-25

Good support for all basic types. MVP.

0.2.0 - 2018-11-24

Inference for null, boolean, string, and numeric types.

0.1.0 - 2018-11-21

Stake in the ground (generate arbitrary JSON and filter it!)

Security contact information

To report a security vulnerability, please use the Tidelift security contact. Tidelift will coordinate the fix and disclosure.

Metadata

Release files for hypothesis-jsonschema 0.9.5

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

Source distribution (sdist)

Source distribution for hypothesis-jsonschema 0.9.5
File Size Uploaded
hypothesis-jsonschema-0.9.5.tar.gz 14.7 kB Details

Release files / hypothesis-jsonschema-0.9.5.tar.gz

Download URL hypothesis-jsonschema-0.9.5.tar.gz
Size 14.7 kB
Tags Source
SHA-256 checksum
How to use checksums
eb44ce0cd27100c7b894b85a145d6747bc0a775d2c9b7773255dea330e274baa
BLAKE2b-256 checksum
How to use checksums
675623728b087c0420bfa6d3b2519e7c29df3951e3f88969dffd4c5eea131d31
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.32.2 CPython/3.6.7

Release history Release notifications | RSS feed

0.23.1

2 release files

0.23.0

2 release files

0.22.0

2 release files

0.19.2

2 release files

0.19.1

2 release files

0.18.2

2 release files

0.18.1

2 release files

0.18.0

2 release files

0.17.4

2 release files

0.17.3

2 release files

0.17.2

2 release files

0.17.1

2 release files

0.17.0

2 release files

0.16.2

2 release files

0.16.1

2 release files

0.13.1

2 release files

0.13.0

2 release files

0.12.1

2 release files

0.11.1

2 release files

0.11.0

2 release files

0.10.3

2 release files

0.10.1

2 release files

0.10.0

2 release files

0.9.13

2 release files

0.9.11

2 release files

0.9.10

2 release files

0.9.9

2 release files

0.9.8

2 release files

0.9.7

2 release files

0.9.6

2 release files

This release

0.9.5 This release

1 release file

0.9.4

1 release file

0.9.3

1 release file

0.9.2

1 release file

0.9.1

1 release file

0.9.0

1 release file

0.8.2

1 release file

0.8.1

1 release file

0.8.0

1 release file

0.7.0

1 release file

0.6.1

1 release file

0.6.0

1 release file

0.5.0

1 release file

0.4.2

1 release file

0.4.1

1 release file

0.4.0

1 release file

0.3.0

1 release file

0.2.0

1 release file

0.1.0

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page