Samuel Colvin
f341049b9e
* Remove Cython * fix CI * fix coverage * fix tests * switching to pypyroject.toml * pre-commit all and use pre-commit for linting * no mypy tests on macos and windows on ci, use flake8-pyproject * fix docs and tests CI * check build is working * drop pytest-cov * window and macos ci with 3.11, reduce filtering * use pip-tools to pin all dependencies * fix docs and fastapi tests * fix test deps for 3.7 * no cache on tests job * revert fastapi changes, fix coverage * fix mypy coverage * test with older mypy * dotenv not required for mypy tests * split testing requirements std and extra * typo * @PrettyWood comments * correct branch name * mypy python_version and pr template
2.5 KiB
pydantic
Data validation using Python type hints.
Notice
This branch relates to development of pydantic V2 which is not yet ready for release.
If you're a user of pydantic, you probably want either
pydantic V1.10 Documentation or,
1.10.X-fixes git branch.
Fast and extensible, pydantic plays nicely with your linters/IDE/brain. Define how data should be in pure, canonical Python 3.7+; validate it with pydantic.
Help
See documentation for more details.
Installation
Install using pip install -U pydantic or conda install pydantic -c conda-forge.
For more installation options to make pydantic even faster,
see the Install section in the documentation.
A Simple Example
from datetime import datetime
from typing import List, Optional
from pydantic import BaseModel
class User(BaseModel):
id: int
name = 'John Doe'
signup_ts: Optional[datetime] = None
friends: List[int] = []
external_data = {'id': '123', 'signup_ts': '2017-06-01 12:22', 'friends': [1, '2', b'3']}
user = User(**external_data)
print(user)
#> User id=123 name='John Doe' signup_ts=datetime.datetime(2017, 6, 1, 12, 22) friends=[1, 2, 3]
print(user.id)
#> 123
Contributing
For guidance on setting up a development environment and how to make a contribution to pydantic, see Contributing to Pydantic.
Reporting a Security Vulnerability
See our security policy.