A high-performance JSON Schema validator for Python

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Project links

Project description

jsonschema-rs

A high-performance JSON Schema validator for Python.

import jsonschema_rs

schema = {"maxLength": 5}
instance = "foo"

# One-off validation
try:
    jsonschema_rs.validate(schema, "incorrect")
except jsonschema_rs.ValidationError as exc:
    assert str(exc) == '''"incorrect" is longer than 5 characters

Failed validating "maxLength" in schema

On instance:
    "incorrect"'''

# Build & reuse (faster)
validator = jsonschema_rs.validator_for(schema)

# Iterate over errors
for error in validator.iter_errors(instance):
    print(f"Error: {error}")
    print(f"Location: {error.instance_path}")

# Boolean result
assert validator.is_valid(instance)

⚠️ Upgrading from pre-0.20.0? Check our Migration Guide for key changes.

Highlights

📚 Support for popular JSON Schema drafts
🌐 Remote reference fetching (network/file)
🔧 Custom format validators

Supported drafts

Compliance levels vary across drafts, with newer versions having some unimplemented keywords.

You can check the current status on the Bowtie Report.

Limitations

No support for arbitrary precision numbers

Installation

To install jsonschema-rs via pip run the following command:

pip install jsonschema-rs

Usage

If you have a schema as a JSON string, then you could pass it to validator_for to avoid parsing on the Python side:

validator = jsonschema_rs.validator_for('{"minimum": 42}')
...

You can use draft-specific validators for different JSON Schema versions:

import jsonschema_rs

# Automatic draft detection
validator = jsonschema_rs.validator_for({"minimum": 42})

# Draft-specific validators
validator = jsonschema_rs.Draft7Validator({"minimum": 42})
validator = jsonschema_rs.Draft201909Validator({"minimum": 42})
validator = jsonschema_rs.Draft202012Validator({"minimum": 42})

JSON Schema allows for format validation through the format keyword. While jsonschema-rs provides built-in validators for standard formats, you can also define custom format validators for domain-specific string formats.

To implement a custom format validator:

Define a function that takes a str and returns a bool.
Pass it with the formats argument.

import jsonschema_rs

def is_currency(value):
    # The input value is always a string
    return len(value) == 3 and value.isascii()


validator = jsonschema_rs.validator_for(
    {"type": "string", "format": "currency"}, 
    formats={"currency": is_currency}
)
validator.is_valid("USD")  # True
validator.is_valid("invalid")  # False

Performance

jsonschema-rs is designed for high performance, outperforming other Python JSON Schema validators in most scenarios:

Up to 30-390x faster than jsonschema for complex schemas and large instances
Generally 2-5x faster than fastjsonschema on CPython
Comparable or slightly slower performance for very small schemas

For detailed benchmarks, see our full performance comparison.

Python support

jsonschema-rs supports CPython 3.8, 3.9, 3.10, 3.11, and 3.12.

Acknowledgements

This library draws API design inspiration from the Python jsonschema package. We're grateful to the Python jsonschema maintainers and contributors for their pioneering work in JSON Schema validation.

Support

If you have questions, need help, or want to suggest improvements, please use GitHub Discussions.

Sponsorship

If you find jsonschema-rs useful, please consider sponsoring its development.

Contributing

We welcome contributions! Here's how you can help:

Share your use cases
Implement missing keywords
Fix failing test cases from the JSON Schema test suite

See CONTRIBUTING.md for more details.

License

Licensed under MIT License.

Project details

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Project links

Release history Release notifications | RSS feed

0.26.1

Oct 29, 2024

0.26.0

Oct 26, 2024

0.25.1

Oct 25, 2024

0.25.0

Oct 24, 2024

0.24.3

Oct 24, 2024

0.24.2

Oct 23, 2024

0.24.1

Oct 22, 2024

0.24.0

Oct 20, 2024

0.23.0

Oct 12, 2024

0.22.3

Oct 5, 2024

0.22.2

Oct 4, 2024

This version

0.22.1

Oct 3, 2024

0.22.0

Oct 3, 2024

0.21.0

Sep 30, 2024

0.20.0

Sep 18, 2024

0.19.1

Sep 15, 2024

0.19.0

Sep 14, 2024

0.18.3

Sep 12, 2024

0.18.2

Sep 11, 2024

0.18.1

Aug 24, 2024

0.18.0

May 7, 2024

0.17.3

Mar 22, 2024

0.17.2

Mar 3, 2024

0.17.1

Jul 5, 2023

0.16.3

Feb 1, 2023

0.16.2

Jan 14, 2023

0.16.1

Oct 20, 2022

0.16.0

May 12, 2022

0.14.0

Jan 31, 2022

0.13.1

Nov 10, 2021

0.13.0

Nov 4, 2021

0.12.3

Oct 22, 2021

0.12.2

Oct 21, 2021

0.12.1

Jul 29, 2021

0.12.0

Jul 24, 2021

0.11.1

Jul 6, 2021

0.11.0

Jun 19, 2021

0.10.0

Jun 17, 2021

0.9.1

Jun 17, 2021

0.9.0

May 7, 2021

0.8.0

May 5, 2021

0.6.2

May 3, 2021

0.6.1

Mar 26, 2021

0.6.0

Feb 3, 2021

0.5.1

Jan 29, 2021

0.5.0

Jan 29, 2021

0.4.3

Dec 15, 2020

0.4.2

Dec 11, 2020

0.4.1

Dec 9, 2020

0.4.0

Nov 9, 2020

0.3.3

Jun 22, 2020

0.3.2

Jun 13, 2020

0.3.1 yanked

Jun 12, 2020

Reason this release was yanked:

Not installable source package

0.3.0

Jun 10, 2020

0.2.0

Jun 10, 2020

0.1.0

Jun 9, 2020

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jsonschema-rs 0.22.1

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SHA256	`efd2c07dda3b284e164b9a638534bc4d05ddc93ae8bc8ac824dfdfe9e52868dc`
MD5	`490043a11f0bdfe540dea1fe17768a28`
BLAKE2b-256	`d93e6ea8971032007147d0152a4af6afba280400e8cc7139d75a3aae3e835fa1`

Algorithm	Hash digest
SHA256	`70ccaa2428b010f176ea542eb8cb5d4873badd05ef98775beb31e0d1237bcbba`
MD5	`a905f71366014d940327a977f65d494a`
BLAKE2b-256	`bc845f0150e2c941488772ec91acdee55fe3250d9fa5242e0f154e4c994ccf6e`

Algorithm	Hash digest
SHA256	`5a0d4967ba2dadd1cfd113cbdc15cb5679daacc1ee096c95790420380f19bc8f`
MD5	`d00effbf3257ea1aac79d404850b1021`
BLAKE2b-256	`c2bbb06534adf92307e3da2d5461ec49d1a34df16d9883d7aee0716d2ed356a3`

Algorithm	Hash digest
SHA256	`b976728dd16f4c1daa0500894fbb8678746d1720e5d14acf532a9bfe5b5d2933`
MD5	`db6d8d0231a911a9ebc33e54cbd048f0`
BLAKE2b-256	`980089c29b5080301fdb4186de708771abd6ab87c0343de27ca4118733aa5f7d`

Algorithm	Hash digest
SHA256	`017a441d74d1f88723ddefe0ca4df370fb448bc5029b8752bb566e3b8e269c15`
MD5	`9646bd91f272cc7cead44307671bb1bd`
BLAKE2b-256	`53612bd19c3bc4fe19e1179494274ca98c44f190b6213ce5784deac4fc736f3c`

Algorithm	Hash digest
SHA256	`0d8dcb6263fc51122d6dd793a24723dfb0802fef36c64a351ad7025b7a5d7272`
MD5	`35667cf08a9f95bede008329de336b76`
BLAKE2b-256	`70fa4a983ea8f211fea9dd7014707bcf131dde11a077d0aafa78313c15939022`

Algorithm	Hash digest
SHA256	`7546e7d0ebf5cb945277ab9c6dd8faba7fdee7e43e3ad8a68736a4bc6bb998e3`
MD5	`56259509b8eb0f617f7ec989db5b76d4`
BLAKE2b-256	`58757023e6653d9985a0335cf5bc8e3b53dfa27234fc54c3b6614939c3eca2b4`

Algorithm	Hash digest
SHA256	`7cc92501226959fef3fd978a62b1db76874759e4c7133cd871004514a43e9c84`
MD5	`9250bc1835b14bdbf7f1e2f58ee2f91c`
BLAKE2b-256	`01454f47d6dc6d14c623cd6df4b11381b4ccee701c14ce2b8e18ec062bca2177`