I recently started to use pydandic to generate JSON schemas for validating data but I found the by default the generated schema does not complain about unknown keys inside my BaseModel.
Example:
class Query(BaseModel):
id: str
name: Optional[str]
The generated schema would pass validation even if the object has other attributes than the two one mentioned here.
How can I assure validation will fail if someone adds a "foo: bar" property?
You need to use a configuration on your model:
from pydantic import BaseModel, Extra
class Query(BaseModel):
id: str
name: Optional[str]
class Config:
extra = Extra.forbid
It defaults to Extra.ignore
, the other option is Extra.allow
which adds any extra fields to the resulting object.
You can also just use the strings "ignore"
, "allow"
, or "forbid"
Here are all the model config options you can use:
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