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https://github.com/FoundationAgents/MetaGPT.git
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rm expicit serialize&deserialize interface and update unittests
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parent
d2233beff4
commit
98ee696cf0
27 changed files with 154 additions and 290 deletions
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@ -23,7 +23,7 @@ from abc import ABC
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from asyncio import Queue, QueueEmpty, wait_for
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from json import JSONDecodeError
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from pathlib import Path
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from typing import Any, Callable, Dict, List, Optional, Type, TypeVar, Union
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from typing import Any, Dict, List, Optional, Type, TypeVar, Union
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from pydantic import (
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BaseModel,
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@ -32,8 +32,9 @@ from pydantic import (
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PrivateAttr,
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field_serializer,
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field_validator,
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model_serializer,
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model_validator,
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)
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from pydantic_core import core_schema
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from metagpt.const import (
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MESSAGE_ROUTE_CAUSE_BY,
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@ -53,7 +54,7 @@ from metagpt.utils.serialize import (
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)
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class SerializationMixin(BaseModel):
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class SerializationMixin(BaseModel, extra="forbid"):
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"""
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PolyMorphic subclasses Serialization / Deserialization Mixin
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- First of all, we need to know that pydantic is not designed for polymorphism.
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@ -68,49 +69,44 @@ class SerializationMixin(BaseModel):
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__is_polymorphic_base = False
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__subclasses_map__ = {}
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@classmethod
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def __get_pydantic_core_schema__(
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cls, source: type["SerializationMixin"], handler: Callable[[Any], core_schema.CoreSchema]
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) -> core_schema.CoreSchema:
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schema = handler(source)
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og_schema_ref = schema["ref"]
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schema["ref"] += ":mixin"
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return core_schema.no_info_before_validator_function(
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cls.__deserialize_with_real_type__,
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schema=schema,
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ref=og_schema_ref,
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serialization=core_schema.wrap_serializer_function_ser_schema(cls.__serialize_add_class_type__),
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)
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@classmethod
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def __serialize_add_class_type__(
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cls,
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value,
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handler: core_schema.SerializerFunctionWrapHandler,
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) -> Any:
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ret = handler(value)
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if not len(cls.__subclasses__()):
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# only subclass add `__module_class_name`
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ret["__module_class_name"] = f"{cls.__module__}.{cls.__qualname__}"
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@model_serializer(mode="wrap")
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def __serialize_with_class_type__(self, default_serializer) -> Any:
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# default serializer, then append the `__module_class_name` field and return
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ret = default_serializer(self)
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ret["__module_class_name"] = f"{self.__class__.__module__}.{self.__class__.__qualname__}"
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return ret
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@model_validator(mode="wrap")
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@classmethod
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def __deserialize_with_real_type__(cls, value: Any):
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if not isinstance(value, dict):
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return value
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def __convert_to_real_type__(cls, value: Any, handler):
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if isinstance(value, dict) is False:
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return handler(value)
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if not cls.__is_polymorphic_base or (len(cls.__subclasses__()) and "__module_class_name" not in value):
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# add right condition to init BaseClass like Action()
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return value
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module_class_name = value.get("__module_class_name", None)
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if module_class_name is None:
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raise ValueError("Missing field: __module_class_name")
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# it is a dict so make sure to remove the __module_class_name
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# because we don't allow extra keywords but want to ensure
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# e.g Cat.model_validate(cat.model_dump()) works
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class_full_name = value.pop("__module_class_name", None)
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class_type = cls.__subclasses_map__.get(module_class_name, None)
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# if it's not the polymorphic base we construct via default handler
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if not cls.__is_polymorphic_base:
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if class_full_name is None:
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return handler(value)
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elif str(cls) == f"<class '{class_full_name}'>":
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return handler(value)
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else:
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# f"Trying to instantiate {class_full_name} but this is not the polymorphic base class")
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pass
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# otherwise we lookup the correct polymorphic type and construct that
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# instead
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if class_full_name is None:
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raise ValueError("Missing __module_class_name field")
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class_type = cls.__subclasses_map__.get(class_full_name, None)
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if class_type is None:
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raise TypeError("Trying to instantiate {module_class_name} which not defined yet.")
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# TODO could try dynamic import
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raise TypeError("Trying to instantiate {class_full_name}, which has not yet been defined!")
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return class_type(**value)
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