pydantic | Data validation using Python type hints

 by   pydantic Python Version: 2.7.1 License: MIT

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.
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              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

            kandi-Quality Quality

              pydantic has no bugs reported.

            kandi-Security Security

              pydantic has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License 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.

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              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.

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            pydantic Key Features

            No Key Features are available at this moment for pydantic.

            pydantic Examples and Code Snippets

            copy iconCopy
            {!../../../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`.
              
            Pydantic models-"Python 3.6 and above"
            Pythondot img2Lines of Code : 3dot img2License : Permissive (MIT)
            copy iconCopy
            ```Python
            {!> ../../../docs_src/python_types/tutorial011.py!}
            ```  
            SQL (Relational) Databases with Peewee-Create the Pydantic models
            Pythondot img3Lines of Code : 3dot img3License : Permissive (MIT)
            copy iconCopy
            These Pydantic models define more or less a "schema" (a valid data shape).
            
            So this will help us avoiding confusion while using both.
              
            copy iconCopy
            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 iconCopy
            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,
              
            Pydantic validations for extra fields that not defined in schema
            Pythondot img6Lines of Code : 36dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            Pydantic validations for extra fields that not defined in schema
            Pythondot img7Lines of Code : 29dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            Validator for `bool` field fails with: value could not be parsed to a boolean
            Pythondot img8Lines of Code : 9dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            How to print sub-class name in pydantic?
            Pythondot img9Lines of Code : 13dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            class Asd:
                pass
            
            Lol = Asd
            
            >>> Asd
            __main__.Asd
            >>> Lol
            __main__.Asd
            
            class Word(SubWord):
                pass
            
            constructing Pydantic schema for response modal fastapi
            Pythondot img10Lines of Code : 22dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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 .
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            Install
          • PyPI

            pip install pydantic

          • CLONE
          • HTTPS

            https://github.com/pydantic/pydantic.git

          • CLI

            gh repo clone pydantic/pydantic

          • sshUrl

            git@github.com:pydantic/pydantic.git

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