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Project description
基于pydantic的BaseModel下实现的validationRules
描述
目前标准结构化的python都开始使用pydantic做结构限制以及校验,每一次的validator都要调用validator装饰器后自己实现。本库是为了整合涵盖所有可能出现的需要校验方法进行封装的规则包。目的是开箱即用注解形式方便使用
前置
需要配合pydantic的validator使用
Install
pip install python-validation-rules==0.1.0
使用方式
例如:校验该字段是否是标准手机号
from pydantic import BaseModel, Field, validator
from validationRules.fieldRules import StringRules
class TestUserBase(BaseModel):
userName: str = Field(description="用户名", alias="user_name")
mobileNumber: str = Field(description="手机号", alias="mobile_number")
password: str = Field(description="密码", alias="password")
email: str = Field(description="邮箱", alias="email")
IDCard: str = Field(description="身份证号", alias="id_card")
@validator("userName")
@StringRules.accountRule
def check_account(cls, column):
return column
@validator("mobileNumber")
@StringRules.mobileRule
def check_mobile_number(cls, column):
return column
@validator("password")
@StringRules.keywordCheckRule(password_level=1, min_length=8)
def check_keyword(cls, column):
return column
@validator("email")
@StringRules.emailRule(required=True)
def check_email(cls, column):
return column
@validator("IDCard")
@StringRules.IDCardRule(required=True)
def check_id_card(cls, column):
return column
# user_obj: TestUserBase = TestUserBase(
#
# user_name="symoon",
# mobile_number="13232633123"
# )
#
# print(user_obj)
# userName='symoon' mobileNumber='13232633123'
user_obj: TestUserBase = TestUserBase(
user_name="symoon",
mobile_number="13232633123",
password="gsy121994",
email="fsdfsfsf@qq.com",
id_card="130"
)
print(user_obj)
# [132326331231] mobile is not 11 length (type=value_error)
方法描述
参数 | 类型 | 描述 |
---|---|---|
required | bool | 是否为必填 |
字符串校验
accountRule:账号校验
标准账号校验方法
@validator("userName")
@StringRules.accountRule
def check_account(cls, column):
return column
mobileRule:手机号校验
手机号校验
@validator("mobileNumber")
@StringRules.mobileRule
def check_mobile_number(cls, column):
return column
keywordCheckRule:关键字符校验(密码校验)
参数 | 类型 | 描述 |
---|---|---|
keyword_list | List[str] | 校验字符是否包含列表中字符 |
startswith | str | 校验是否以字符开头 |
endswith | str | 校验是否以字符结尾 |
min_length | int | 校验最小长度 |
max_length | int | 校验最大长度 |
password_level | int | 验证等级,默认为0 {3:"三种必须条件",2:"两种必须条件",3:"必须包含字母及数字",0:"不做验证"} |
@validator("password")
@StringRules.keywordCheckRule(password_level=1, min_length=8)
def check_keyword(cls, column):
return column
emailRule:邮箱校验
邮箱校验
@validator("email")
@StringRules.emailRule(required=True)
def check_email(cls, column):
return column
IDCardRule:身份证校验
身份证校验
@validator("IDCard")
@StringRules.IDCardRule(required=True)
def check_id_card(cls, column):
return column
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