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xiaozhi-esp32-server/main/xiaozhi-server/core/components/component_manager.py
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8.5 KiB
Python

import asyncio
import weakref
from abc import ABC, abstractmethod
from typing import Any, Callable, Dict, Optional, Type, TypeVar, Generic
from enum import Enum
from config.logger import setup_logging
T = TypeVar('T')
logger = setup_logging()
class ComponentType(Enum):
"""组件类型枚举"""
TTS = "tts"
ASR = "asr"
VAD = "vad"
LLM = "llm"
MEMORY = "memory"
INTENT = "intent"
class ComponentState(Enum):
"""组件状态枚举"""
UNINITIALIZED = "uninitialized"
INITIALIZING = "initializing"
READY = "ready"
ERROR = "error"
CLEANING = "cleaning"
CLEANED = "cleaned"
class Component(ABC):
"""组件基类:定义统一的组件接口和生命周期管理"""
def __init__(self, component_type: ComponentType, config: Dict[str, Any]):
self.component_type = component_type
self.config = config
self.state = ComponentState.UNINITIALIZED
self._initialization_lock = asyncio.Lock()
self._cleanup_lock = asyncio.Lock()
self._dependencies: Dict[str, 'Component'] = {}
self._dependents: weakref.WeakSet['Component'] = weakref.WeakSet()
self._resources: list = [] # 存储需要清理的资源
@abstractmethod
async def _do_initialize(self, context: Any) -> None:
"""子类实现具体的初始化逻辑"""
pass
@abstractmethod
async def _do_cleanup(self) -> None:
"""子类实现具体的清理逻辑"""
pass
async def initialize(self, context: Any) -> None:
"""初始化组件(带锁保护)"""
async with self._initialization_lock:
if self.state != ComponentState.UNINITIALIZED:
return
try:
self.state = ComponentState.INITIALIZING
logger.info(f"正在初始化组件: {self.component_type.value}")
# 初始化依赖组件
await self._initialize_dependencies(context)
# 执行具体初始化
await self._do_initialize(context)
self.state = ComponentState.READY
logger.info(f"组件初始化完成: {self.component_type.value}")
except Exception as e:
self.state = ComponentState.ERROR
logger.error(f"组件初始化失败: {self.component_type.value}, 错误: {e}")
raise
async def cleanup(self) -> None:
"""清理组件(带锁保护)"""
async with self._cleanup_lock:
if self.state in [ComponentState.CLEANING, ComponentState.CLEANED]:
return
try:
self.state = ComponentState.CLEANING
logger.info(f"正在清理组件: {self.component_type.value}")
# 清理依赖此组件的其他组件
await self._cleanup_dependents()
# 执行具体清理
await self._do_cleanup()
# 清理资源
await self._cleanup_resources()
self.state = ComponentState.CLEANED
logger.info(f"组件清理完成: {self.component_type.value}")
except Exception as e:
logger.error(f"组件清理失败: {self.component_type.value}, 错误: {e}")
# 即使清理失败,也标记为已清理,避免重复清理
self.state = ComponentState.CLEANED
def add_dependency(self, name: str, component: 'Component') -> None:
"""添加依赖组件"""
self._dependencies[name] = component
component._dependents.add(self)
def add_resource(self, resource: Any) -> None:
"""添加需要清理的资源"""
self._resources.append(resource)
async def _initialize_dependencies(self, context: Any) -> None:
"""初始化依赖组件"""
for name, dep in self._dependencies.items():
if dep.state == ComponentState.UNINITIALIZED:
await dep.initialize(context)
async def _cleanup_dependents(self) -> None:
"""清理依赖此组件的其他组件"""
for dependent in list(self._dependents):
await dependent.cleanup()
async def _cleanup_resources(self) -> None:
"""清理所有注册的资源"""
for resource in self._resources:
try:
if hasattr(resource, 'close'):
if asyncio.iscoroutinefunction(resource.close):
await resource.close()
else:
resource.close()
elif hasattr(resource, 'cleanup'):
if asyncio.iscoroutinefunction(resource.cleanup):
await resource.cleanup()
else:
resource.cleanup()
except Exception as e:
logger.warning(f"清理资源时出错: {e}")
self._resources.clear()
class ComponentFactory(ABC):
"""组件工厂基类"""
@abstractmethod
def create(self, config: Dict[str, Any]) -> Component:
"""创建组件实例"""
pass
@abstractmethod
def get_component_type(self) -> ComponentType:
"""获取组件类型"""
pass
class ComponentManager:
"""
组件管理器:统一管理连接期内的组件实例生命周期。
支持分类管理、依赖注入、按需懒加载与统一清理。
"""
def __init__(self, config: Dict[str, Any]):
self._config = config
self._components: Dict[str, Component] = {}
self._factories: Dict[ComponentType, ComponentFactory] = {}
self._initialization_order: list[ComponentType] = []
def register_factory(self, factory: ComponentFactory) -> None:
"""注册组件工厂"""
component_type = factory.get_component_type()
self._factories[component_type] = factory
logger.debug(f"注册组件工厂: {component_type.value}")
def set_initialization_order(self, order: list[ComponentType]) -> None:
"""设置组件初始化顺序"""
self._initialization_order = order
async def get_component(self, component_type: ComponentType, context: Any) -> Optional[Component]:
"""获取组件实例(按需创建)"""
key = component_type.value
if key not in self._components:
factory = self._factories.get(component_type)
if factory is None:
logger.warning(f"未找到组件工厂: {component_type.value}")
return None
try:
instance = factory.create(self._config)
await instance.initialize(context)
self._components[key] = instance
logger.info(f"组件创建并初始化完成: {component_type.value}")
except Exception as e:
logger.error(f"组件创建失败: {component_type.value}, 错误: {e}")
return None
return self._components.get(key)
def get(self, component_name: str) -> Optional[Component]:
"""获取已初始化的组件实例(兼容接口)"""
return self._components.get(component_name)
async def initialize_all(self, context: Any) -> None:
"""按顺序初始化所有组件"""
for component_type in self._initialization_order:
await self.get_component(component_type, context)
async def cleanup_all(self) -> None:
"""清理所有组件(逆序清理)"""
# 按逆序清理,确保依赖关系正确
for component_type in reversed(self._initialization_order):
key = component_type.value
if key in self._components:
component = self._components[key]
await component.cleanup()
del self._components[key]
# 清理可能遗漏的组件
remaining_components = list(self._components.values())
for component in remaining_components:
await component.cleanup()
self._components.clear()
logger.info("所有组件已清理完成")
def get_component_status(self) -> Dict[str, str]:
"""获取所有组件状态"""
return {
name: component.state.value
for name, component in self._components.items()
}