refactor: Improve Flow state serialization

- Add BaseStateEvent class for common state processing
- Add state serialization caching for performance
- Add tests for nested locks and async context
- Improve error handling and validation
- Enhance documentation

Co-Authored-By: Joe Moura <joao@crewai.com>

src/crewai/flow/flow.py

@@ -570,7 +570,51 @@ class Flow(Generic[T], metaclass=FlowMeta):
         )
 
     def _copy_state(self) -> T:
+        """Create a deep copy of the current state.
+        
+        Returns:
+            A deep copy of the current state object
+        """
         return copy.deepcopy(self._state)
+        
+    def _serialize_state(self) -> Union[Dict[str, Any], BaseModel]:
+        """Serialize the current state for event emission.
+        
+        This method handles the serialization of both BaseModel and dictionary states,
+        ensuring thread-safe copying of state data. Uses caching to improve performance
+        when state hasn't changed.
+        
+        Returns:
+            Serialized state as either a new BaseModel instance or dictionary
+            
+        Raises:
+            ValueError: If state has invalid type
+            Exception: If serialization fails, logs error and returns empty dict
+        """
+        try:
+            if not isinstance(self._state, (dict, BaseModel)):
+                raise ValueError(f"Invalid state type: {type(self._state)}")
+                
+            if not hasattr(self, '_last_state_hash'):
+                self._last_state_hash = None
+                self._last_serialized_state = None
+                
+            current_hash = hash(str(self._state))
+            if current_hash == self._last_state_hash:
+                return self._last_serialized_state
+                
+            serialized = (
+                type(self._state)(**self._state.model_dump())
+                if isinstance(self._state, BaseModel)
+                else dict(self._state)
+            )
+            
+            self._last_state_hash = current_hash
+            self._last_serialized_state = serialized
+            return serialized
+        except Exception as e:
+            logger.error(f"State serialization failed: {str(e)}")
+            return {}
 
     @property
     def state(self) -> T:
@@ -808,11 +852,7 @@ class Flow(Generic[T], metaclass=FlowMeta):
         self, method_name: str, method: Callable, *args: Any, **kwargs: Any
     ) -> Any:
         # Serialize state before event emission to avoid pickling issues
-        state_copy = (
-            type(self._state)(**self._state.model_dump())
-            if isinstance(self._state, BaseModel)
-            else dict(self._state)
-        )
+        state_copy = self._serialize_state()
         
         dumped_params = {f"_{i}": arg for i, arg in enumerate(args)} | (kwargs or {})
         self.event_emitter.send(
@@ -837,11 +877,7 @@ class Flow(Generic[T], metaclass=FlowMeta):
         )
 
         # Serialize state after execution
-        state_copy = (
-            type(self._state)(**self._state.model_dump())
-            if isinstance(self._state, BaseModel)
-            else dict(self._state)
-        )
+        state_copy = self._serialize_state()
         
         self.event_emitter.send(
             self,

src/crewai/flow/flow_events.py

@@ -15,35 +15,62 @@ class Event:
         self.timestamp = datetime.now()
 
 
+@dataclass
+class BaseStateEvent(Event):
+    """Base class for events containing state data.
+    
+    Handles common state serialization and validation logic to ensure thread-safe
+    state handling and proper type validation.
+    
+    Raises:
+        ValueError: If state has invalid type
+    """
+    state: Union[Dict[str, Any], BaseModel]
+
+    def __post_init__(self):
+        super().__post_init__()
+        self._process_state()
+    
+    def _process_state(self):
+        """Process and validate state data.
+        
+        Ensures state is of valid type and creates a new instance of BaseModel
+        states to avoid thread lock serialization issues.
+        
+        Raises:
+            ValueError: If state has invalid type
+        """
+        if not isinstance(self.state, (dict, BaseModel)):
+            raise ValueError(f"Invalid state type: {type(self.state)}")
+        if isinstance(self.state, BaseModel):
+            self.state = type(self.state)(**self.state.model_dump())
+
+
 @dataclass
 class FlowStartedEvent(Event):
     inputs: Optional[Dict[str, Any]] = None
 
 
 @dataclass
-class MethodExecutionStartedEvent(Event):
+class MethodExecutionStartedEvent(BaseStateEvent):
     method_name: str
     state: Union[Dict[str, Any], BaseModel]
     params: Optional[Dict[str, Any]] = None
 
     def __post_init__(self):
         super().__post_init__()
-        # Create a new instance of BaseModel state to avoid pickling issues
-        if isinstance(self.state, BaseModel):
-            self.state = type(self.state)(**self.state.model_dump())
+        self._process_state()
 
 
 @dataclass
-class MethodExecutionFinishedEvent(Event):
+class MethodExecutionFinishedEvent(BaseStateEvent):
     method_name: str
     state: Union[Dict[str, Any], BaseModel]
     result: Any = None
 
     def __post_init__(self):
         super().__post_init__()
-        # Create a new instance of BaseModel state to avoid pickling issues
-        if isinstance(self.state, BaseModel):
-            self.state = type(self.state)(**self.state.model_dump())
+        self._process_state()
 
 
 @dataclass