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"""The networks module contains types for common network-related fields.""" |
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|
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from __future__ import annotations as _annotations |
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|
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import dataclasses as _dataclasses |
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import re |
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from importlib.metadata import version |
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from ipaddress import IPv4Address, IPv4Interface, IPv4Network, IPv6Address, IPv6Interface, IPv6Network |
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from typing import TYPE_CHECKING, Any |
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from pydantic_core import MultiHostUrl, PydanticCustomError, Url, core_schema |
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from typing_extensions import Annotated, Self, TypeAlias |
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from ._internal import _fields, _repr, _schema_generation_shared |
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from ._migration import getattr_migration |
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from .annotated_handlers import GetCoreSchemaHandler |
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from .json_schema import JsonSchemaValue |
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if TYPE_CHECKING: |
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import email_validator |
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NetworkType: TypeAlias = 'str | bytes | int | tuple[str | bytes | int, str | int]' |
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else: |
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email_validator = None |
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__all__ = [ |
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'AnyUrl', |
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'AnyHttpUrl', |
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'FileUrl', |
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'FtpUrl', |
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'HttpUrl', |
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'WebsocketUrl', |
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'AnyWebsocketUrl', |
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'UrlConstraints', |
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'EmailStr', |
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'NameEmail', |
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'IPvAnyAddress', |
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'IPvAnyInterface', |
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'IPvAnyNetwork', |
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'PostgresDsn', |
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'CockroachDsn', |
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'AmqpDsn', |
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'RedisDsn', |
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'MongoDsn', |
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'KafkaDsn', |
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'NatsDsn', |
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'validate_email', |
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'MySQLDsn', |
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'MariaDBDsn', |
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'ClickHouseDsn', |
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] |
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@_dataclasses.dataclass |
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class UrlConstraints(_fields.PydanticMetadata): |
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"""Url constraints. |
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Attributes: |
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max_length: The maximum length of the url. Defaults to `None`. |
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allowed_schemes: The allowed schemes. Defaults to `None`. |
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host_required: Whether the host is required. Defaults to `None`. |
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default_host: The default host. Defaults to `None`. |
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default_port: The default port. Defaults to `None`. |
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default_path: The default path. Defaults to `None`. |
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""" |
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max_length: int | None = None |
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allowed_schemes: list[str] | None = None |
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host_required: bool | None = None |
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default_host: str | None = None |
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default_port: int | None = None |
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default_path: str | None = None |
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def __hash__(self) -> int: |
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return hash( |
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( |
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self.max_length, |
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tuple(self.allowed_schemes) if self.allowed_schemes is not None else None, |
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self.host_required, |
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self.default_host, |
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self.default_port, |
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self.default_path, |
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) |
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) |
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AnyUrl = Url |
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"""Base type for all URLs. |
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|
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* Any scheme allowed |
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* Top-level domain (TLD) not required |
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* Host required |
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|
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Assuming an input URL of `http://samuel:[email protected]:8000/the/path/?query=here#fragment=is;this=bit`, |
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the types export the following properties: |
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- `scheme`: the URL scheme (`http`), always set. |
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- `host`: the URL host (`example.com`), always set. |
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- `username`: optional username if included (`samuel`). |
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- `password`: optional password if included (`pass`). |
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- `port`: optional port (`8000`). |
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- `path`: optional path (`/the/path/`). |
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- `query`: optional URL query (for example, `GET` arguments or "search string", such as `query=here`). |
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- `fragment`: optional fragment (`fragment=is;this=bit`). |
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""" |
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AnyHttpUrl = Annotated[Url, UrlConstraints(allowed_schemes=['http', 'https'])] |
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"""A type that will accept any http or https URL. |
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|
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* TLD not required |
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* Host required |
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""" |
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HttpUrl = Annotated[Url, UrlConstraints(max_length=2083, allowed_schemes=['http', 'https'])] |
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"""A type that will accept any http or https URL. |
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|
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* TLD not required |
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* Host required |
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* Max length 2083 |
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```py |
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from pydantic import BaseModel, HttpUrl, ValidationError |
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class MyModel(BaseModel): |
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url: HttpUrl |
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m = MyModel(url='http://www.example.com') # (1)! |
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print(m.url) |
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#> http://www.example.com/ |
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try: |
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MyModel(url='ftp://invalid.url') |
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except ValidationError as e: |
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print(e) |
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''' |
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1 validation error for MyModel |
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url |
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URL scheme should be 'http' or 'https' [type=url_scheme, input_value='ftp://invalid.url', input_type=str] |
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''' |
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try: |
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MyModel(url='not a url') |
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except ValidationError as e: |
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print(e) |
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''' |
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1 validation error for MyModel |
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url |
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Input should be a valid URL, relative URL without a base [type=url_parsing, input_value='not a url', input_type=str] |
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''' |
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``` |
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|
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1. Note: mypy would prefer `m = MyModel(url=HttpUrl('http://www.example.com'))`, but Pydantic will convert the string to an HttpUrl instance anyway. |
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|
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"International domains" (e.g. a URL where the host or TLD includes non-ascii characters) will be encoded via |
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[punycode](https://en.wikipedia.org/wiki/Punycode) (see |
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[this article](https://www.xudongz.com/blog/2017/idn-phishing/) for a good description of why this is important): |
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|
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```py |
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from pydantic import BaseModel, HttpUrl |
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class MyModel(BaseModel): |
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url: HttpUrl |
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m1 = MyModel(url='http://puny£code.com') |
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print(m1.url) |
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#> http://xn--punycode-eja.com/ |
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m2 = MyModel(url='https://www.аррӏе.com/') |
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print(m2.url) |
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#> https://www.xn--80ak6aa92e.com/ |
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m3 = MyModel(url='https://www.example.珠宝/') |
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print(m3.url) |
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#> https://www.example.xn--pbt977c/ |
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``` |
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!!! warning "Underscores in Hostnames" |
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In Pydantic, underscores are allowed in all parts of a domain except the TLD. |
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Technically this might be wrong - in theory the hostname cannot have underscores, but subdomains can. |
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To explain this; consider the following two cases: |
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- `exam_ple.co.uk`: the hostname is `exam_ple`, which should not be allowed since it contains an underscore. |
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- `foo_bar.example.com` the hostname is `example`, which should be allowed since the underscore is in the subdomain. |
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Without having an exhaustive list of TLDs, it would be impossible to differentiate between these two. Therefore |
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underscores are allowed, but you can always do further validation in a validator if desired. |
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Also, Chrome, Firefox, and Safari all currently accept `http://exam_ple.com` as a URL, so we're in good |
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(or at least big) company. |
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""" |
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AnyWebsocketUrl = Annotated[Url, UrlConstraints(allowed_schemes=['ws', 'wss'])] |
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"""A type that will accept any ws or wss URL. |
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* TLD not required |
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* Host required |
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""" |
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WebsocketUrl = Annotated[Url, UrlConstraints(max_length=2083, allowed_schemes=['ws', 'wss'])] |
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"""A type that will accept any ws or wss URL. |
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* TLD not required |
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* Host required |
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* Max length 2083 |
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""" |
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FileUrl = Annotated[Url, UrlConstraints(allowed_schemes=['file'])] |
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"""A type that will accept any file URL. |
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* Host not required |
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""" |
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FtpUrl = Annotated[Url, UrlConstraints(allowed_schemes=['ftp'])] |
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"""A type that will accept ftp URL. |
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* TLD not required |
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* Host required |
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""" |
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PostgresDsn = Annotated[ |
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MultiHostUrl, |
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UrlConstraints( |
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host_required=True, |
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allowed_schemes=[ |
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'postgres', |
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'postgresql', |
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'postgresql+asyncpg', |
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'postgresql+pg8000', |
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'postgresql+psycopg', |
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'postgresql+psycopg2', |
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'postgresql+psycopg2cffi', |
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'postgresql+py-postgresql', |
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'postgresql+pygresql', |
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], |
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), |
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] |
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"""A type that will accept any Postgres DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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* Supports multiple hosts |
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|
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If further validation is required, these properties can be used by validators to enforce specific behaviour: |
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|
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```py |
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from pydantic import ( |
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BaseModel, |
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HttpUrl, |
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PostgresDsn, |
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ValidationError, |
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field_validator, |
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) |
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|
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class MyModel(BaseModel): |
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url: HttpUrl |
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m = MyModel(url='http://www.example.com') |
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# the repr() method for a url will display all properties of the url |
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print(repr(m.url)) |
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#> Url('http://www.example.com/') |
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print(m.url.scheme) |
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#> http |
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print(m.url.host) |
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#> www.example.com |
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print(m.url.port) |
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#> 80 |
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class MyDatabaseModel(BaseModel): |
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db: PostgresDsn |
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@field_validator('db') |
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def check_db_name(cls, v): |
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assert v.path and len(v.path) > 1, 'database must be provided' |
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return v |
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m = MyDatabaseModel(db='postgres://user:pass@localhost:5432/foobar') |
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print(m.db) |
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#> postgres://user:pass@localhost:5432/foobar |
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try: |
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MyDatabaseModel(db='postgres://user:pass@localhost:5432') |
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except ValidationError as e: |
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print(e) |
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''' |
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1 validation error for MyDatabaseModel |
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db |
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Assertion failed, database must be provided |
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assert (None) |
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+ where None = MultiHostUrl('postgres://user:pass@localhost:5432').path [type=assertion_error, input_value='postgres://user:pass@localhost:5432', input_type=str] |
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''' |
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``` |
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""" |
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CockroachDsn = Annotated[ |
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Url, |
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UrlConstraints( |
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host_required=True, |
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allowed_schemes=[ |
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'cockroachdb', |
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'cockroachdb+psycopg2', |
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'cockroachdb+asyncpg', |
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], |
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), |
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] |
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"""A type that will accept any Cockroach DSN. |
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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AmqpDsn = Annotated[Url, UrlConstraints(allowed_schemes=['amqp', 'amqps'])] |
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"""A type that will accept any AMQP DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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RedisDsn = Annotated[ |
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Url, |
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UrlConstraints(allowed_schemes=['redis', 'rediss'], default_host='localhost', default_port=6379, default_path='/0'), |
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] |
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"""A type that will accept any Redis DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required (e.g., `rediss://:pass@localhost`) |
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""" |
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MongoDsn = Annotated[MultiHostUrl, UrlConstraints(allowed_schemes=['mongodb', 'mongodb+srv'], default_port=27017)] |
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"""A type that will accept any MongoDB DSN. |
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* User info not required |
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* Database name not required |
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* Port not required |
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* User info may be passed without user part (e.g., `mongodb://mongodb0.example.com:27017`). |
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""" |
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KafkaDsn = Annotated[Url, UrlConstraints(allowed_schemes=['kafka'], default_host='localhost', default_port=9092)] |
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"""A type that will accept any Kafka DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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NatsDsn = Annotated[ |
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MultiHostUrl, UrlConstraints(allowed_schemes=['nats', 'tls', 'ws'], default_host='localhost', default_port=4222) |
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] |
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"""A type that will accept any NATS DSN. |
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|
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NATS is a connective technology built for the ever increasingly hyper-connected world. |
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It is a single technology that enables applications to securely communicate across |
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any combination of cloud vendors, on-premise, edge, web and mobile, and devices. |
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More: https://nats.io |
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""" |
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MySQLDsn = Annotated[ |
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Url, |
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UrlConstraints( |
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allowed_schemes=[ |
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'mysql', |
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'mysql+mysqlconnector', |
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'mysql+aiomysql', |
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'mysql+asyncmy', |
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'mysql+mysqldb', |
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'mysql+pymysql', |
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'mysql+cymysql', |
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'mysql+pyodbc', |
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], |
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default_port=3306, |
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), |
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] |
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"""A type that will accept any MySQL DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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MariaDBDsn = Annotated[ |
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Url, |
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UrlConstraints( |
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allowed_schemes=['mariadb', 'mariadb+mariadbconnector', 'mariadb+pymysql'], |
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default_port=3306, |
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), |
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] |
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"""A type that will accept any MariaDB DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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ClickHouseDsn = Annotated[ |
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Url, |
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UrlConstraints( |
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allowed_schemes=['clickhouse+native', 'clickhouse+asynch'], |
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default_host='localhost', |
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default_port=9000, |
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), |
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] |
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"""A type that will accept any ClickHouse DSN. |
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|
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* User info required |
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* TLD not required |
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* Host required |
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""" |
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def import_email_validator() -> None: |
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global email_validator |
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try: |
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import email_validator |
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except ImportError as e: |
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raise ImportError('email-validator is not installed, run `pip install pydantic[email]`') from e |
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if not version('email-validator').partition('.')[0] == '2': |
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raise ImportError('email-validator version >= 2.0 required, run pip install -U email-validator') |
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if TYPE_CHECKING: |
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EmailStr = Annotated[str, ...] |
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else: |
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|
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class EmailStr: |
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""" |
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Info: |
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To use this type, you need to install the optional |
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[`email-validator`](https://github.com/JoshData/python-email-validator) package: |
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|
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```bash |
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pip install email-validator |
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``` |
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|
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Validate email addresses. |
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|
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```py |
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from pydantic import BaseModel, EmailStr |
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|
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class Model(BaseModel): |
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email: EmailStr |
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print(Model(email='[email protected]')) |
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#> email='[email protected]' |
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``` |
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""" |
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|
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@classmethod |
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def __get_pydantic_core_schema__( |
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cls, |
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_source: type[Any], |
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_handler: GetCoreSchemaHandler, |
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) -> core_schema.CoreSchema: |
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import_email_validator() |
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return core_schema.no_info_after_validator_function(cls._validate, core_schema.str_schema()) |
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|
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@classmethod |
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def __get_pydantic_json_schema__( |
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cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler |
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) -> JsonSchemaValue: |
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field_schema = handler(core_schema) |
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field_schema.update(type='string', format='email') |
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return field_schema |
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|
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@classmethod |
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def _validate(cls, input_value: str, /) -> str: |
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return validate_email(input_value)[1] |
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|
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class NameEmail(_repr.Representation): |
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""" |
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Info: |
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To use this type, you need to install the optional |
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[`email-validator`](https://github.com/JoshData/python-email-validator) package: |
|
|
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```bash |
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pip install email-validator |
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``` |
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|
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Validate a name and email address combination, as specified by |
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[RFC 5322](https://datatracker.ietf.org/doc/html/rfc5322#section-3.4). |
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|
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The `NameEmail` has two properties: `name` and `email`. |
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In case the `name` is not provided, it's inferred from the email address. |
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|
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```py |
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from pydantic import BaseModel, NameEmail |
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|
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class User(BaseModel): |
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email: NameEmail |
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|
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user = User(email='Fred Bloggs <[email protected]>') |
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print(user.email) |
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#> Fred Bloggs <[email protected]> |
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print(user.email.name) |
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#> Fred Bloggs |
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user = User(email='[email protected]') |
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print(user.email) |
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#> fred.bloggs <[email protected]> |
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print(user.email.name) |
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#> fred.bloggs |
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``` |
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""" |
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|
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__slots__ = 'name', 'email' |
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|
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def __init__(self, name: str, email: str): |
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self.name = name |
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self.email = email |
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|
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def __eq__(self, other: Any) -> bool: |
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return isinstance(other, NameEmail) and (self.name, self.email) == (other.name, other.email) |
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|
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@classmethod |
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def __get_pydantic_json_schema__( |
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cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler |
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) -> JsonSchemaValue: |
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field_schema = handler(core_schema) |
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field_schema.update(type='string', format='name-email') |
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return field_schema |
|
|
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@classmethod |
|
def __get_pydantic_core_schema__( |
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cls, |
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_source: type[Any], |
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_handler: GetCoreSchemaHandler, |
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) -> core_schema.CoreSchema: |
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import_email_validator() |
|
|
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return core_schema.no_info_after_validator_function( |
|
cls._validate, |
|
core_schema.json_or_python_schema( |
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json_schema=core_schema.str_schema(), |
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python_schema=core_schema.union_schema( |
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[core_schema.is_instance_schema(cls), core_schema.str_schema()], |
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custom_error_type='name_email_type', |
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custom_error_message='Input is not a valid NameEmail', |
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), |
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serialization=core_schema.to_string_ser_schema(), |
|
), |
|
) |
|
|
|
@classmethod |
|
def _validate(cls, input_value: Self | str, /) -> Self: |
|
if isinstance(input_value, str): |
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name, email = validate_email(input_value) |
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return cls(name, email) |
|
else: |
|
return input_value |
|
|
|
def __str__(self) -> str: |
|
if '@' in self.name: |
|
return f'"{self.name}" <{self.email}>' |
|
|
|
return f'{self.name} <{self.email}>' |
|
|
|
|
|
class IPvAnyAddress: |
|
"""Validate an IPv4 or IPv6 address. |
|
|
|
```py |
|
from pydantic import BaseModel |
|
from pydantic.networks import IPvAnyAddress |
|
|
|
class IpModel(BaseModel): |
|
ip: IPvAnyAddress |
|
|
|
print(IpModel(ip='127.0.0.1')) |
|
#> ip=IPv4Address('127.0.0.1') |
|
|
|
try: |
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IpModel(ip='http://www.example.com') |
|
except ValueError as e: |
|
print(e.errors()) |
|
''' |
|
[ |
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{ |
|
'type': 'ip_any_address', |
|
'loc': ('ip',), |
|
'msg': 'value is not a valid IPv4 or IPv6 address', |
|
'input': 'http://www.example.com', |
|
} |
|
] |
|
''' |
|
``` |
|
""" |
|
|
|
__slots__ = () |
|
|
|
def __new__(cls, value: Any) -> IPv4Address | IPv6Address: |
|
"""Validate an IPv4 or IPv6 address.""" |
|
try: |
|
return IPv4Address(value) |
|
except ValueError: |
|
pass |
|
|
|
try: |
|
return IPv6Address(value) |
|
except ValueError: |
|
raise PydanticCustomError('ip_any_address', 'value is not a valid IPv4 or IPv6 address') |
|
|
|
@classmethod |
|
def __get_pydantic_json_schema__( |
|
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler |
|
) -> JsonSchemaValue: |
|
field_schema = {} |
|
field_schema.update(type='string', format='ipvanyaddress') |
|
return field_schema |
|
|
|
@classmethod |
|
def __get_pydantic_core_schema__( |
|
cls, |
|
_source: type[Any], |
|
_handler: GetCoreSchemaHandler, |
|
) -> core_schema.CoreSchema: |
|
return core_schema.no_info_plain_validator_function( |
|
cls._validate, serialization=core_schema.to_string_ser_schema() |
|
) |
|
|
|
@classmethod |
|
def _validate(cls, input_value: Any, /) -> IPv4Address | IPv6Address: |
|
return cls(input_value) |
|
|
|
|
|
class IPvAnyInterface: |
|
"""Validate an IPv4 or IPv6 interface.""" |
|
|
|
__slots__ = () |
|
|
|
def __new__(cls, value: NetworkType) -> IPv4Interface | IPv6Interface: |
|
"""Validate an IPv4 or IPv6 interface.""" |
|
try: |
|
return IPv4Interface(value) |
|
except ValueError: |
|
pass |
|
|
|
try: |
|
return IPv6Interface(value) |
|
except ValueError: |
|
raise PydanticCustomError('ip_any_interface', 'value is not a valid IPv4 or IPv6 interface') |
|
|
|
@classmethod |
|
def __get_pydantic_json_schema__( |
|
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler |
|
) -> JsonSchemaValue: |
|
field_schema = {} |
|
field_schema.update(type='string', format='ipvanyinterface') |
|
return field_schema |
|
|
|
@classmethod |
|
def __get_pydantic_core_schema__( |
|
cls, |
|
_source: type[Any], |
|
_handler: GetCoreSchemaHandler, |
|
) -> core_schema.CoreSchema: |
|
return core_schema.no_info_plain_validator_function( |
|
cls._validate, serialization=core_schema.to_string_ser_schema() |
|
) |
|
|
|
@classmethod |
|
def _validate(cls, input_value: NetworkType, /) -> IPv4Interface | IPv6Interface: |
|
return cls(input_value) |
|
|
|
|
|
IPvAnyNetworkType: TypeAlias = 'IPv4Network | IPv6Network' |
|
|
|
if TYPE_CHECKING: |
|
IPvAnyNetwork = IPvAnyNetworkType |
|
else: |
|
|
|
class IPvAnyNetwork: |
|
"""Validate an IPv4 or IPv6 network.""" |
|
|
|
__slots__ = () |
|
|
|
def __new__(cls, value: NetworkType) -> IPvAnyNetworkType: |
|
"""Validate an IPv4 or IPv6 network.""" |
|
|
|
|
|
try: |
|
return IPv4Network(value) |
|
except ValueError: |
|
pass |
|
|
|
try: |
|
return IPv6Network(value) |
|
except ValueError: |
|
raise PydanticCustomError('ip_any_network', 'value is not a valid IPv4 or IPv6 network') |
|
|
|
@classmethod |
|
def __get_pydantic_json_schema__( |
|
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler |
|
) -> JsonSchemaValue: |
|
field_schema = {} |
|
field_schema.update(type='string', format='ipvanynetwork') |
|
return field_schema |
|
|
|
@classmethod |
|
def __get_pydantic_core_schema__( |
|
cls, |
|
_source: type[Any], |
|
_handler: GetCoreSchemaHandler, |
|
) -> core_schema.CoreSchema: |
|
return core_schema.no_info_plain_validator_function( |
|
cls._validate, serialization=core_schema.to_string_ser_schema() |
|
) |
|
|
|
@classmethod |
|
def _validate(cls, input_value: NetworkType, /) -> IPvAnyNetworkType: |
|
return cls(input_value) |
|
|
|
|
|
def _build_pretty_email_regex() -> re.Pattern[str]: |
|
name_chars = r'[\w!#$%&\'*+\-/=?^_`{|}~]' |
|
unquoted_name_group = rf'((?:{name_chars}+\s+)*{name_chars}+)' |
|
quoted_name_group = r'"((?:[^"]|\")+)"' |
|
email_group = r'<\s*(.+)\s*>' |
|
return re.compile(rf'\s*(?:{unquoted_name_group}|{quoted_name_group})?\s*{email_group}\s*') |
|
|
|
|
|
pretty_email_regex = _build_pretty_email_regex() |
|
|
|
MAX_EMAIL_LENGTH = 2048 |
|
"""Maximum length for an email. |
|
A somewhat arbitrary but very generous number compared to what is allowed by most implementations. |
|
""" |
|
|
|
|
|
def validate_email(value: str) -> tuple[str, str]: |
|
"""Email address validation using [email-validator](https://pypi.org/project/email-validator/). |
|
|
|
Note: |
|
Note that: |
|
|
|
* Raw IP address (literal) domain parts are not allowed. |
|
* `"John Doe <[email protected]>"` style "pretty" email addresses are processed. |
|
* Spaces are striped from the beginning and end of addresses, but no error is raised. |
|
""" |
|
if email_validator is None: |
|
import_email_validator() |
|
|
|
if len(value) > MAX_EMAIL_LENGTH: |
|
raise PydanticCustomError( |
|
'value_error', |
|
'value is not a valid email address: {reason}', |
|
{'reason': f'Length must not exceed {MAX_EMAIL_LENGTH} characters'}, |
|
) |
|
|
|
m = pretty_email_regex.fullmatch(value) |
|
name: str | None = None |
|
if m: |
|
unquoted_name, quoted_name, value = m.groups() |
|
name = unquoted_name or quoted_name |
|
|
|
email = value.strip() |
|
|
|
try: |
|
parts = email_validator.validate_email(email, check_deliverability=False) |
|
except email_validator.EmailNotValidError as e: |
|
raise PydanticCustomError( |
|
'value_error', 'value is not a valid email address: {reason}', {'reason': str(e.args[0])} |
|
) from e |
|
|
|
email = parts.normalized |
|
assert email is not None |
|
name = name or parts.local_part |
|
return name, email |
|
|
|
|
|
__getattr__ = getattr_migration(__name__) |
|
|