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[英]Can FastAPI/Pydantic individually validate input items in a list?
[英]How to validate list items when they change in a pydantic model?
我在 pydantic model 中有一个List
。我希望我的自定义验证器在列表更改时运行(不仅是在分配时)。
from typing import List
from pydantic import BaseModel, validator
class A(BaseModel):
b: List[int] = []
class Config:
validate_assignment = True
@validator("b")
def positive(cls, v):
assert all(i > 0 for i in v), f"No negative numbers: {v}"
return v
a = A()
a.b = [1, 2, -3] # error
a.b = [1, 2] # no error
a.b.append(-3) # no error
我希望最后一个append
引发错误。
如果我尝试重新创建 object(如预期的那样),我会收到错误消息
A(**a.dict())
甚至允许附加错误的类型。 为什么这不会破坏 model?
a.b.append("asdf") # no error
from pydantic import BaseModel, validator
from typing import List
class PositiveIntList(BaseModel):
__root__: List[int] = []
def append(self, value: int) -> None:
self.__root__.append(value)
super().__init__(__root__=self.__root__)
def __getitem__(self, item: int) -> int:
return self.__root__[item]
def __setitem__(self, item: int, value: int) -> None:
self.__root__[item] = value
super().__init__(__root__=self.__root__)
@validator("__root__", each_item=True)
def positive(cls, v):
assert v > 0, f"No negative numbers: {v}"
return v
class A(BaseModel):
b: PositiveIntList = PositiveIntList()
a = A(b=[1, 2, 3])
a = A(b=[1, 2, -3]) # error
a.b = PositiveIntList.parse_obj([4, 5])
a.b = PositiveIntList.parse_obj([4, -5]) # error
a.b.append(6)
a.b.append(-6) # error
a.b[0] = 7
a.b[0] = -7 # error
我建议两种评估列表的方法,一种是使用验证器在列表更改时运行,另一种是使用字段选项,如下所示:
from typing import List
from pydantic import BaseModel, validator, Field
class A(BaseModel):
b: List[int] = []
class Config:
validate_assignment = True
@validator("b")
def positive(cls, v):
assert all(i > 0 for i in v), f"No negative numbers: {v}"
return v
class A(BaseModel):
b: List[int] = Field(ge=0, le=6, unique_items=True,description="")
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