Function model_to_dict

agentops/helpers/serialization.py:75–106

Convert a model object to a dictionary safely. Handles various model types including: - Pydantic models (model_dump/dict methods) - Dictionary-like objects - API response objects with parse method - Objects with __dict__ attribute Args: obj: The model object to conv

(obj: Any)

def model_to_dict(obj: Any) -> dict:
    """Convert a model object to a dictionary safely.

    Handles various model types including:
    - Pydantic models (model_dump/dict methods)
    - Dictionary-like objects
    - API response objects with parse method
    - Objects with __dict__ attribute

    Args:
        obj: The model object to convert to dictionary

    Returns:
        Dictionary representation of the object, or empty dict if conversion fails
    """
    if obj is None:
        return {}
    if isinstance(obj, dict):
        return obj
    if hasattr(obj, "model_dump"):  # Pydantic v2
        return obj.model_dump()
    elif hasattr(obj, "dict"):  # Pydantic v1
        return obj.dict()
    # TODO this is causing recursion on nested objects.
    # elif hasattr(obj, "parse"):  # Raw API response
    #     return model_to_dict(obj.parse())
    else:
        # Try to use __dict__ as fallback
        try:
            return obj.__dict__
        except:
            return {}


def safe_serialize(obj: Any) -> Any: