Created
December 9, 2024 15:07
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Create a partial model definition of a pydantic model with specified fields.
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import pydantic | |
def partial_model(model: pydantic.BaseModel, | |
partial_model_name: str, | |
include: list[str] | None = None, | |
exclude: list[str] | None= None, | |
doc: str | None= None, | |
module: str | None = None | |
): | |
fields = [] | |
for name, info in model.model_fields.items(): | |
if exclude and name in exclude: | |
continue | |
if include and name not in include: | |
continue | |
fields.append((name, info)) | |
new_model = pydantic.create_model( | |
partial_model_name, | |
__doc__=doc or model.__doc__, | |
__base__=model.__mro__[1:], | |
__module__=module or model.__module__, | |
**{name: (info.annotation, info) for (name, info) in fields} | |
) | |
for field in model.model_computed_fields: | |
if field in model.__dict__: | |
setattr(new_model, field, getattr(model, field)) | |
new_model.__pydantic_validator__ = model.__pydantic_validator__ | |
return new_model |
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