Create default templates (feature request)
Since a big part of pydantic-settings is accepting options from different sources (secrets, env, dotenv, json, yaml...) it would be nice if there were a way to also generate template files for them
Use example
There should be a way to separate Secret, SecretStr, and SecretBytes
from pydantic import Field, SecretStr, BaseModel
from pydantic_settings import BaseSettings
from typing import List
# Using a nested BaseSettings as there's no way to pass env variables to list items with BaseModels
class NestedSetting(BaseSettings):
url: str
password: SecretStr
class NestedModel(BaseModel):
password: SecretStr
class Sources(BaseSettings):
whatever: int
nested_settings: List[NestedSetting] = Field(default_factory=list)
nested_model: NestedModel
config = Sources(
whatever=1,
nested_settings =[
{'url': 'a', 'password': 'b'},
{'url': 'c', 'password': 'd'}
],
nested_model = {'password': 'abc'}
)
then
config.template(secrets=False, format='dict')
{'whatever': 1, 'nested_settings': [{'url': 'a'}, {'url': 'a'}]
For secrets
config.template(only_secrets=True, format='env')
{"password": "*********", "nested_model__pasword": "***********"}
Thanks @A-Telfer for this feature request. Agree, this would be a great addition. I am thinking about implementing a method on each sources like get_template, and the method returns data structure for that specific source.
I just closed https://github.com/pydantic/pydantic-settings/issues/292 as duplicate of this ticket.
Knowing the name of a field (in #292 I was mostly interested in the representation as env var, but the same holds for any other representation) is quite useful. No more reading all the models and options to mentally compile / reconstruct the name of the field I'm interested in.
(I personal don't think of this feature as "templates", but naming is hard :shrug: )
Thinking out loud: template() should probably be a class method so that I don't need an instance of a config but can just get the structure/template based on the root class.
Just curious any updates on this @hramezani ? I might take a crack at the get_template idea
@A-Telfer it would be great!
For format that supports it, we could have comments that include the type and the docstring
from pydantic import Field, SecretStr, BaseModel
from pydantic_settings import BaseSettings, SettingsConfigDict
from typing import List
class NestedSetting(BaseSettings):
model_config = SettingsConfigDict(env_prefix="foo_")
url: str
"""the nested setting URL."""
password: SecretStr
# I think a class method would make more sense
template = NestedSetting.template(format="env")
print(template)
# FOO_URL: str
# the nested setting URL.
FOO_URL=
# FOO_PASSWORD: secret str
FOO_PASSWORD=