# jsonschema-rs
[](https://github.com/Stranger6667/jsonschema/actions)
[](https://pypi.org/project/jsonschema-rs/)
[](https://pypi.org/project/jsonschema-rs/)
[](https://opensource.org/licenses/MIT)
[<img alt="Supported Dialects" src="https://img.shields.io/endpoint?url=https%3A%2F%2Fbowtie.report%2Fbadges%2Frust-jsonschema%2Fsupported_versions.json&style=flat-square">](https://bowtie.report/#/implementations/rust-jsonschema)
A high-performance JSON Schema validator for Python.
```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 older versions?** Check our [Migration Guide](https://github.com/Stranger6667/jsonschema/blob/master/crates/jsonschema-py/MIGRATION.md) for key changes.
## Highlights
- 📚 Full support for popular JSON Schema drafts
- 🌐 Remote reference fetching (network/file)
- 🔧 Custom format validators
### Supported drafts
The following drafts are supported:
- [](https://bowtie.report/#/implementations/rust-jsonschema)
- [](https://bowtie.report/#/implementations/rust-jsonschema)
- [](https://bowtie.report/#/implementations/rust-jsonschema)
- [](https://bowtie.report/#/implementations/rust-jsonschema)
- [](https://bowtie.report/#/implementations/rust-jsonschema)
You can check the current status on the [Bowtie Report](https://bowtie.report/#/implementations/rust-jsonschema).
## Limitations
- No support for arbitrary precision numbers
## Installation
To install `jsonschema-rs` via `pip` run the following command:
```bash
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:
```python
import jsonschema_rs
validator = jsonschema_rs.validator_for('{"minimum": 42}')
...
```
You can use draft-specific validators for different JSON Schema versions:
```python
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:
1. Define a function that takes a `str` and returns a `bool`.
2. Pass it with the `formats` argument.
3. Ensure validate_formats is set appropriately (especially for Draft 2019-09 and 2020-12).
```python
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},
validate_formats=True # Important for Draft 2019-09 and 2020-12
)
validator.is_valid("USD") # True
validator.is_valid("invalid") # False
```
Additional configuration options are available for fine-tuning the validation process:
- `validate_formats`: Override the draft-specific default behavior for format validation.
- `ignore_unknown_formats`: Control whether unrecognized formats should be reported as errors.
Example usage of these options:
```python
import jsonschema_rs
validator = jsonschema_rs.Draft202012Validator(
{"type": "string", "format": "date"},
validate_formats=True,
ignore_unknown_formats=False
)
# This will validate the "date" format
validator.is_valid("2023-05-17") # True
validator.is_valid("not a date") # False
# With ignore_unknown_formats=False, using an unknown format will raise an error
invalid_schema = {"type": "string", "format": "unknown"}
jsonschema_rs.Draft202012Validator(invalid_schema, ignore_unknown_formats=False) # Raises an error
```
## Performance
`jsonschema-rs` is designed for high performance, outperforming other Python JSON Schema validators in most scenarios:
- Up to **60-390x** faster than `jsonschema` for complex schemas and large instances
- Generally **3-7x** faster than `fastjsonschema` on CPython
For detailed benchmarks, see our [full performance comparison](https://github.com/Stranger6667/jsonschema/blob/master/crates/jsonschema-py/BENCHMARKS.md).
## Python support
`jsonschema-rs` supports CPython 3.8, 3.9, 3.10, 3.11, 3.12, and 3.13.
## Acknowledgements
This library draws API design inspiration from the Python [`jsonschema`](https://github.com/python-jsonschema/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](https://github.com/Stranger6667/jsonschema/discussions).
## Sponsorship
If you find `jsonschema-rs` useful, please consider [sponsoring its development](https://github.com/sponsors/Stranger6667).
## 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](https://bowtie.report/#/implementations/rust-jsonschema)
See [CONTRIBUTING.md](https://github.com/Stranger6667/jsonschema/blob/master/CONTRIBUTING.md) for more details.
## License
Licensed under [MIT License](https://github.com/Stranger6667/jsonschema/blob/master/LICENSE).
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"description": "# jsonschema-rs\n\n[](https://github.com/Stranger6667/jsonschema/actions)\n[](https://pypi.org/project/jsonschema-rs/)\n[](https://pypi.org/project/jsonschema-rs/)\n[](https://opensource.org/licenses/MIT)\n[<img alt=\"Supported Dialects\" src=\"https://img.shields.io/endpoint?url=https%3A%2F%2Fbowtie.report%2Fbadges%2Frust-jsonschema%2Fsupported_versions.json&style=flat-square\">](https://bowtie.report/#/implementations/rust-jsonschema)\n\nA high-performance JSON Schema validator for Python.\n\n```python\nimport jsonschema_rs\n\nschema = {\"maxLength\": 5}\ninstance = \"foo\"\n\n# One-off validation\ntry:\n jsonschema_rs.validate(schema, \"incorrect\")\nexcept jsonschema_rs.ValidationError as exc:\n assert str(exc) == '''\"incorrect\" is longer than 5 characters\n\nFailed validating \"maxLength\" in schema\n\nOn instance:\n \"incorrect\"'''\n\n# Build & reuse (faster)\nvalidator = jsonschema_rs.validator_for(schema)\n\n# Iterate over errors\nfor error in validator.iter_errors(instance):\n print(f\"Error: {error}\")\n print(f\"Location: {error.instance_path}\")\n\n# Boolean result\nassert validator.is_valid(instance)\n```\n\n> \u26a0\ufe0f **Upgrading from older versions?** Check our [Migration Guide](https://github.com/Stranger6667/jsonschema/blob/master/crates/jsonschema-py/MIGRATION.md) for key changes.\n\n## Highlights\n\n- \ud83d\udcda Full support for popular JSON Schema drafts\n- \ud83c\udf10 Remote reference fetching (network/file)\n- \ud83d\udd27 Custom format validators\n\n### Supported drafts\n\nThe following drafts are supported:\n\n- [](https://bowtie.report/#/implementations/rust-jsonschema)\n- [](https://bowtie.report/#/implementations/rust-jsonschema)\n- [](https://bowtie.report/#/implementations/rust-jsonschema)\n- [](https://bowtie.report/#/implementations/rust-jsonschema)\n- [](https://bowtie.report/#/implementations/rust-jsonschema)\n\nYou can check the current status on the [Bowtie Report](https://bowtie.report/#/implementations/rust-jsonschema).\n\n## Limitations\n\n- No support for arbitrary precision numbers\n\n## Installation\n\nTo install `jsonschema-rs` via `pip` run the following command:\n\n```bash\npip install jsonschema-rs\n```\n\n## Usage\n\nIf you have a schema as a JSON string, then you could pass it to `validator_for`\nto avoid parsing on the Python side:\n\n```python\nimport jsonschema_rs\n\nvalidator = jsonschema_rs.validator_for('{\"minimum\": 42}')\n...\n```\n\nYou can use draft-specific validators for different JSON Schema versions:\n\n```python\nimport jsonschema_rs\n\n# Automatic draft detection\nvalidator = jsonschema_rs.validator_for({\"minimum\": 42})\n\n# Draft-specific validators\nvalidator = jsonschema_rs.Draft7Validator({\"minimum\": 42})\nvalidator = jsonschema_rs.Draft201909Validator({\"minimum\": 42})\nvalidator = jsonschema_rs.Draft202012Validator({\"minimum\": 42})\n```\n\nJSON Schema allows for format validation through the `format` keyword. While `jsonschema-rs`\nprovides built-in validators for standard formats, you can also define custom format validators\nfor domain-specific string formats.\n\nTo implement a custom format validator:\n\n1. Define a function that takes a `str` and returns a `bool`.\n2. Pass it with the `formats` argument.\n3. Ensure validate_formats is set appropriately (especially for Draft 2019-09 and 2020-12).\n\n```python\nimport jsonschema_rs\n\ndef is_currency(value):\n # The input value is always a string\n return len(value) == 3 and value.isascii()\n\n\nvalidator = jsonschema_rs.validator_for(\n {\"type\": \"string\", \"format\": \"currency\"}, \n formats={\"currency\": is_currency},\n validate_formats=True # Important for Draft 2019-09 and 2020-12\n)\nvalidator.is_valid(\"USD\") # True\nvalidator.is_valid(\"invalid\") # False\n```\n\nAdditional configuration options are available for fine-tuning the validation process:\n\n- `validate_formats`: Override the draft-specific default behavior for format validation.\n- `ignore_unknown_formats`: Control whether unrecognized formats should be reported as errors.\n\nExample usage of these options:\n\n```python\nimport jsonschema_rs\n\nvalidator = jsonschema_rs.Draft202012Validator(\n {\"type\": \"string\", \"format\": \"date\"},\n validate_formats=True,\n ignore_unknown_formats=False\n)\n\n# This will validate the \"date\" format\nvalidator.is_valid(\"2023-05-17\") # True\nvalidator.is_valid(\"not a date\") # False\n\n# With ignore_unknown_formats=False, using an unknown format will raise an error\ninvalid_schema = {\"type\": \"string\", \"format\": \"unknown\"}\njsonschema_rs.Draft202012Validator(invalid_schema, ignore_unknown_formats=False) # Raises an error\n```\n\n## Performance\n\n`jsonschema-rs` is designed for high performance, outperforming other Python JSON Schema validators in most scenarios:\n\n- Up to **60-390x** faster than `jsonschema` for complex schemas and large instances\n- Generally **3-7x** faster than `fastjsonschema` on CPython\n\nFor detailed benchmarks, see our [full performance comparison](https://github.com/Stranger6667/jsonschema/blob/master/crates/jsonschema-py/BENCHMARKS.md).\n\n## Python support\n\n`jsonschema-rs` supports CPython 3.8, 3.9, 3.10, 3.11, 3.12, and 3.13.\n\n## Acknowledgements\n\nThis library draws API design inspiration from the Python [`jsonschema`](https://github.com/python-jsonschema/jsonschema) package. We're grateful to the Python `jsonschema` maintainers and contributors for their pioneering work in JSON Schema validation.\n\n## Support\n\nIf you have questions, need help, or want to suggest improvements, please use [GitHub Discussions](https://github.com/Stranger6667/jsonschema/discussions).\n\n## Sponsorship\n\nIf you find `jsonschema-rs` useful, please consider [sponsoring its development](https://github.com/sponsors/Stranger6667).\n\n## Contributing\n\nWe welcome contributions! Here's how you can help:\n\n- Share your use cases\n- Implement missing keywords\n- Fix failing test cases from the [JSON Schema test suite](https://bowtie.report/#/implementations/rust-jsonschema)\n\nSee [CONTRIBUTING.md](https://github.com/Stranger6667/jsonschema/blob/master/CONTRIBUTING.md) for more details.\n\n## License\n\nLicensed under [MIT License](https://github.com/Stranger6667/jsonschema/blob/master/LICENSE).\n\n\n",
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