https://github.com/mojtabaahn/fast-validate
fast data validation in python
https://github.com/mojtabaahn/fast-validate
Last synced: 5 months ago
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fast data validation in python
- Host: GitHub
- URL: https://github.com/mojtabaahn/fast-validate
- Owner: mojtabaahn
- License: mit
- Created: 2022-06-04T12:48:56.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2022-06-26T09:44:57.000Z (about 4 years ago)
- Last Synced: 2026-01-13T16:50:16.761Z (6 months ago)
- Language: Python
- Size: 21.5 KB
- Stars: 6
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
#### Requirements
- Python 3.6+
#### Installation & Upgrade
```shell
pip install fastvalidate --upgrade
```
#### Dictionary Validation
```python
from fastvalidate import Validator
validator = Validator({
'first_name': 'Mo',
'last_name': None,
'age': '5',
'email': 'mojtabaa.hn@gmail',
'website': 'yup',
'languages': ['en', 'fa'],
}, {
'first_name': 'required|min:3',
'last_name': 'required|min:3',
'age': 'required|numeric|gt:10|lt:120',
'email': 'required|email',
'website': 'required|url',
'languages': 'required|list|min:3'
})
validator.validate().errors()
# {
# 'first_name': 'Field length must be at least 3 characters',
# 'last_name': 'Field is required',
# 'age': 'Field must be greater than 10',
# 'email': 'Field must be email',
# 'website': 'Field must be url',
# 'languages': 'Field must have at least 3 items'
# }
```
#### Pydantic Validation
```python
from fastvalidate import BaseModel
class User(BaseModel):
email: str
website: str
class Config:
rules = dict(
email='required|email|min:3',
website='required|url|min:3'
)
user = User(email='whatever', website='whoever')
# ValidationError
# [
# dict(loc=('email',), msg='Field must be email', type='value_error'),
# dict(loc=('website',), msg='Field must be url', type='value_error')
# ]
```
#### Available Rules
| Type | Applicable On | signature |
| ---- | ---- | ---- |
| Boolean | string, boolean | `bool`, `boolean` |
| Numeric | string, integer | `numeric`, `int`, `integer` |
| List | string(json), list | `list`, `array` |
| Dictionary | string(json), dict | `dict` |
| Email | string | `email` |
| Password | string | `password` |
| RegEx | string | `regex:` |
| URL | string | `url` |
| Length | string, integer, float, list, dict | `len:`, `length:` |
| Min | string, integer, float, list, dict | `min:` |
| Max | string, integer, float, list, dict | `max:` |
| Choice | string | `choice:,,` `in:,,` |
| Greater Than | int | `gt:` |
| Greater Than Equal | int | `gte:` |
| Less Than | int | `lt:` |
| Less Than Equal | int | `lte:` |
| Alpha | string | `alpha` |
| Alpha Numeric | string | `alpha_num`,`alpha_numeric` |
| Alpha Num Dash | string | `alpha_dash` |
| Date | string | `date` |
| UUID | string | `uuid` |
| IPV4 | string | `ipv4` |
| IPV6 | string | `ipv6` |
| IP | string | `ip` |
| Mac Address | string | `mac`,`mac_address` |
#### Testing
```bash
# install pytest
pip install pytest
# run tests
python -m pytest
```