pydantic | Data validation using Python type hints
kandi X-RAY | pydantic Summary
kandi X-RAY | pydantic Summary
pydantic is a Python library. pydantic has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. However pydantic build file is not available. You can install using 'pip install pydantic' or download it from GitHub, PyPI.
Data validation using Python type hints. 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.
Data validation using Python type hints. 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.
Support
Quality
Security
License
Reuse
Support
pydantic has a medium active ecosystem.
It has 14099 star(s) with 1271 fork(s). There are 107 watchers for this library.
There were 10 major release(s) in the last 6 months.
There are 263 open issues and 2253 have been closed. On average issues are closed in 49 days. There are 16 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of pydantic is 2.7.1
Quality
pydantic has no bugs reported.
Security
pydantic has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
License
pydantic is licensed under the MIT License. This license is Permissive.
Permissive licenses have the least restrictions, and you can use them in most projects.
Reuse
pydantic releases are available to install and integrate.
Deployable package is available in PyPI.
pydantic has no build file. You will be need to create the build yourself to build the component from source.
Installation instructions, examples and code snippets are available.
Top functions reviewed by kandi - BETA
kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of pydantic
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of pydantic
pydantic Key Features
No Key Features are available at this moment for pydantic.
pydantic Examples and Code Snippets
Copy
{!../../../docs_src/sql_databases_peewee/sql_app/schemas.py!}
We didn't explicitly specify an `id` attribute in the Peewee models, but Peewee adds one automatically.
We are also adding the magic `owner_id` attribute to `Item`.
Copy
```Python
{!> ../../../docs_src/python_types/tutorial011.py!}
```
Copy
These Pydantic models define more or less a "schema" (a valid data shape).
So this will help us avoiding confusion while using both.
Copy
class Inputs(BaseModel):
id: int
f1: float
f2: float
f3: str
class InputsList(BaseModel):
inputs: List[Inputs]
{
"inputs": [
{
"id": 1,
"f1": 1.0,
"f2": 1.0,
"f3":
Copy
class Inputs(BaseModel):
id: int
f1: float
f2: float
f3: str
{
"inputs": [
{
"id": 1,
"f1": 1.0,
"f2": 1.0,
"f3": "text"
},
{
"id": 2,
"f1": 2.0,
Copy
from pydantic import BaseModel, Extra
class Pet(BaseModel):
name: str
class Config:
extra = Extra.forbid
data = {
"name": "some name",
"some_extra_field": "some value",
}
my_pet = Pet.parse_obj(data) # <- e
Copy
class ModifiedBaseModel(BaseModel):
def __init__(__pydantic_self__, **data: Any) -> None:
registered, not_registered = __pydantic_self__.filter_data(data)
super().__init__(**registered)
for k, v in not_regist
Copy
class Seller(BaseModel):
seller_id: int
display_name: str
fulfilled_by_vender: bool
@validator("fulfilled_by_vender", pre=True)
def verify_if_exists(cls, value):
return 'Packed & shipped by Vender' in value
Copy
class Asd:
pass
Lol = Asd
>>> Asd
__main__.Asd
>>> Lol
__main__.Asd
class Word(SubWord):
pass
Copy
class Card(BaseModel):
card_name: str
price_updated_date: datetime.datetime,
card_img_id: str
set_name: str
set_tag: str
rarity: str
price_normal: float # or maybe better, decimal.Decimal - depends on your use
Community Discussions
No Community Discussions are available at this moment for pydantic.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install pydantic
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.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
Find more information at:
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page