MetaAnnotations

Bases: BaseModel

Represents a meta annotation with a name, value, and optional confidence.

Attributes:

Name	Type	Description
name	str	The name of the meta annotation.
value	Enum	The value of the meta annotation.
confidence	float	The confidence level of the meta annotation.

Source code in miade/metaannotations.py

class MetaAnnotations(BaseModel):
    """
    Represents a meta annotation with a name, value, and optional confidence.

    Attributes:
        name (str): The name of the meta annotation.
        value (Enum): The value of the meta annotation.
        confidence (float, optional): The confidence level of the meta annotation.
    """

    name: str
    value: Enum
    confidence: Optional[float]

    @validator("value", pre=True)
    def validate_value(cls, value, values):
        enum_dict = META_ANNS_DICT
        if isinstance(value, str):
            enum_type = enum_dict.get(values["name"])
            if enum_type is not None:
                try:
                    return enum_type(value)
                except ValueError:
                    raise ValueError(f"Invalid value: {value}")
            else:
                raise ValueError(f"Invalid mapping for {values['name']}")

        return value

    def __eq__(self, other):
        return self.name == other.name and self.value == other.value