Created
May 3, 2024 20:53
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Issue with Pydantic Models
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dspy/signatures/mypy_issue.py:35: error: Too many arguments for "Signature" [call-arg] | |
dspy/signatures/mypy_issue.py:35: error: Incompatible return value type (got "Signature", expected "type[Signature]") [return-value] | |
Found 2 errors in 1 file (checked 1 source file) |
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import typing | |
from typing import Union, Type, Optional | |
import pydantic.fields | |
from pydantic import BaseModel, Field, create_model | |
from pydantic.fields import FieldInfo | |
import dsp | |
from dspy.signatures.field import InputField, OutputField, new_to_old_field | |
# I don't love this, but mypy cannot deal with the dynamic lookup of this metaclass - rpg | |
PydanticMetaClass: typing.TypeAlias = pydantic._internal._model_construction.ModelMetaclass | |
assert PydanticMetaClass == type(pydantic.BaseModel), \ | |
"Implementation of Signature MetaClass depends on the internals of Pydantic, which have changed." | |
class SignatureMeta(PydanticMetaClass): | |
pass | |
class Signature(BaseModel, metaclass=SignatureMeta): | |
"""""" # noqa: D419 | |
pass | |
# example usages | |
def ensure_signature( | |
signature: Union[str, Type[Signature]], instructions: Optional[str] = None | |
) -> Type[Signature]: | |
if signature is None: | |
raise ValueError("Signature argument is mandatory") | |
if isinstance(signature, str): | |
# FIXME: According to mypy, Signature cannot be called with 2 arguments. | |
return Signature(signature, instructions) | |
if instructions is not None: | |
raise ValueError( | |
"Don't specify instructions when initializing with a Signature" | |
) | |
return signature |
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