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Original file line number | Diff line number | Diff line change |
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from collections.abc import AsyncIterator, Generator, Iterator | ||
from datetime import datetime | ||
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from loguru import logger | ||
from pydantic import BaseModel | ||
from pydantic.v1 import BaseModel as BaseModelV1 | ||
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def recursive_serialize_or_str(obj): | ||
try: | ||
if isinstance(obj, str): | ||
return obj | ||
if isinstance(obj, datetime): | ||
return obj.isoformat() | ||
if isinstance(obj, dict): | ||
return {k: recursive_serialize_or_str(v) for k, v in obj.items()} | ||
if isinstance(obj, list): | ||
return [recursive_serialize_or_str(v) for v in obj] | ||
if isinstance(obj, BaseModel | BaseModelV1): | ||
if hasattr(obj, "model_dump"): | ||
obj_dict = obj.model_dump() | ||
elif hasattr(obj, "dict"): | ||
obj_dict = obj.dict() | ||
return {k: recursive_serialize_or_str(v) for k, v in obj_dict.items()} | ||
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||
if isinstance(obj, AsyncIterator | Generator | Iterator): | ||
# contain memory addresses | ||
# without consuming the iterator | ||
# return list(obj) consumes the iterator | ||
# return f"{obj}" this generates '<generator object BaseChatModel.stream at 0x33e9ec770>' | ||
# it is not useful | ||
return "Unconsumed Stream" | ||
if hasattr(obj, "dict"): | ||
return {k: recursive_serialize_or_str(v) for k, v in obj.dict().items()} | ||
if hasattr(obj, "model_dump"): | ||
return {k: recursive_serialize_or_str(v) for k, v in obj.model_dump().items()} | ||
if isinstance(obj, type) and issubclass(obj, BaseModel): | ||
# This a type BaseModel and not an instance of it | ||
return repr(obj) | ||
return str(obj) | ||
except Exception: # noqa: BLE001 | ||
logger.debug(f"Cannot serialize object {obj}") | ||
return str(obj) |
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