服务架构设计¶
📋 概述¶
MCPStore 的服务架构采用分层设计,提供了灵活、可扩展的 MCP 服务管理框架。本文档详细介绍服务架构的设计原理、组件关系和实现细节。
🏗️ 服务架构层次¶
graph TB
subgraph "服务接入层"
A[服务发现]
B[服务注册]
C[配置验证]
end
subgraph "服务管理层"
D[生命周期管理]
E[状态管理]
F[依赖管理]
end
subgraph "连接管理层"
G[连接池]
H[会话管理]
I[负载均衡]
end
subgraph "通信协议层"
J[MCP协议]
K[消息路由]
L[序列化/反序列化]
end
subgraph "底层服务"
M[文件系统服务]
N[Web服务]
O[数据库服务]
P[自定义服务]
end
A --> D
B --> D
C --> D
D --> G
E --> H
F --> I
G --> J
H --> K
I --> L
J --> M
K --> N
L --> O
L --> P
🔧 核心组件架构¶
服务管理器架构¶
class ServiceManager:
"""服务管理器架构设计"""
def __init__(self):
# 核心组件
self.registry = ServiceRegistry()
self.lifecycle_manager = ServiceLifecycleManager()
self.dependency_resolver = DependencyResolver()
self.health_monitor = HealthMonitor()
# 配置管理
self.config_validator = ConfigValidator()
self.config_store = ConfigStore()
# 事件系统
self.event_bus = EventBus()
self.event_handlers = {}
# 初始化
self._setup_event_handlers()
def _setup_event_handlers(self):
"""设置事件处理器"""
self.event_bus.subscribe('service.registered', self._on_service_registered)
self.event_bus.subscribe('service.started', self._on_service_started)
self.event_bus.subscribe('service.stopped', self._on_service_stopped)
self.event_bus.subscribe('service.failed', self._on_service_failed)
class ServiceRegistry:
"""服务注册表"""
def __init__(self):
self.services = {} # 服务实例
self.metadata = {} # 服务元数据
self.indexes = { # 索引
'by_type': {},
'by_status': {},
'by_tags': {}
}
def register(self, service_name, service_config, metadata=None):
"""注册服务"""
# 1. 验证服务配置
# 2. 创建服务实例
# 3. 建立索引
# 4. 触发注册事件
pass
def unregister(self, service_name):
"""注销服务"""
# 1. 停止服务
# 2. 清理资源
# 3. 更新索引
# 4. 触发注销事件
pass
def find_services(self, criteria):
"""查找服务"""
# 支持多种查找条件
# - 按类型查找
# - 按状态查找
# - 按标签查找
# - 复合条件查找
pass
class ServiceLifecycleManager:
"""服务生命周期管理器"""
def __init__(self):
self.state_machine = ServiceStateMachine()
self.startup_sequence = StartupSequence()
self.shutdown_sequence = ShutdownSequence()
def start_service(self, service_name):
"""启动服务"""
# 1. 检查前置条件
# 2. 执行启动序列
# 3. 状态转换
# 4. 后置处理
pass
def stop_service(self, service_name):
"""停止服务"""
# 1. 检查依赖关系
# 2. 执行停止序列
# 3. 状态转换
# 4. 资源清理
pass
连接管理架构¶
class ConnectionManager:
"""连接管理器架构"""
def __init__(self):
# 连接池管理
self.connection_pools = {}
self.pool_factory = ConnectionPoolFactory()
# 会话管理
self.session_manager = SessionManager()
self.session_store = SessionStore()
# 负载均衡
self.load_balancer = LoadBalancer()
self.health_checker = HealthChecker()
# 监控统计
self.metrics_collector = MetricsCollector()
def get_connection(self, service_name):
"""获取连接"""
# 1. 从连接池获取
# 2. 健康检查
# 3. 负载均衡
# 4. 会话绑定
pass
def release_connection(self, connection):
"""释放连接"""
# 1. 会话清理
# 2. 连接验证
# 3. 返回连接池
# 4. 统计更新
pass
class ConnectionPool:
"""连接池设计"""
def __init__(self, service_config, pool_config):
self.service_config = service_config
self.pool_config = pool_config
# 连接管理
self.active_connections = set()
self.idle_connections = queue.Queue()
self.connection_factory = ConnectionFactory(service_config)
# 池状态
self.current_size = 0
self.max_size = pool_config.max_size
self.min_size = pool_config.min_size
# 监控指标
self.stats = ConnectionPoolStats()
# 初始化最小连接数
self._initialize_pool()
def acquire(self, timeout=None):
"""获取连接"""
# 1. 尝试从空闲连接获取
# 2. 创建新连接(如果允许)
# 3. 等待连接释放(如果池满)
# 4. 超时处理
pass
def release(self, connection):
"""释放连接"""
# 1. 验证连接有效性
# 2. 重置连接状态
# 3. 返回空闲池
# 4. 池大小管理
pass
🔄 服务通信架构¶
MCP 协议适配¶
class MCPProtocolAdapter:
"""MCP协议适配器"""
def __init__(self):
self.protocol_version = "1.0"
self.message_serializer = MessageSerializer()
self.message_router = MessageRouter()
self.error_handler = ProtocolErrorHandler()
def send_request(self, connection, method, params):
"""发送请求"""
# 1. 构造请求消息
# 2. 序列化消息
# 3. 发送到连接
# 4. 等待响应
pass
def handle_response(self, connection, message):
"""处理响应"""
# 1. 反序列化消息
# 2. 验证消息格式
# 3. 路由到处理器
# 4. 错误处理
pass
def handle_notification(self, connection, message):
"""处理通知"""
# 1. 解析通知类型
# 2. 触发相应事件
# 3. 更新服务状态
pass
class MessageRouter:
"""消息路由器"""
def __init__(self):
self.routes = {}
self.middleware = []
self.default_handler = None
def register_route(self, method, handler):
"""注册路由"""
self.routes[method] = handler
def route_message(self, message):
"""路由消息"""
method = message.get('method')
handler = self.routes.get(method, self.default_handler)
if handler:
# 应用中间件
for middleware in self.middleware:
message = middleware.process(message)
return handler(message)
else:
raise Exception(f"No handler for method: {method}")
服务发现架构¶
class ServiceDiscovery:
"""服务发现架构"""
def __init__(self):
self.discovery_strategies = []
self.service_cache = ServiceCache()
self.discovery_scheduler = DiscoveryScheduler()
def add_strategy(self, strategy):
"""添加发现策略"""
self.discovery_strategies.append(strategy)
def discover_services(self):
"""发现服务"""
discovered_services = []
for strategy in self.discovery_strategies:
try:
services = strategy.discover()
discovered_services.extend(services)
except Exception as e:
print(f"Discovery strategy failed: {e}")
# 去重和验证
unique_services = self._deduplicate_services(discovered_services)
validated_services = self._validate_services(unique_services)
# 更新缓存
self.service_cache.update(validated_services)
return validated_services
class FileSystemDiscoveryStrategy:
"""文件系统发现策略"""
def discover(self):
"""从文件系统发现服务"""
# 扫描配置目录
# 解析配置文件
# 验证服务可用性
pass
class NetworkDiscoveryStrategy:
"""网络发现策略"""
def discover(self):
"""从网络发现服务"""
# 扫描网络端口
# 检测MCP服务
# 获取服务信息
pass
class RegistryDiscoveryStrategy:
"""注册中心发现策略"""
def discover(self):
"""从注册中心发现服务"""
# 连接注册中心
# 查询服务列表
# 获取服务详情
pass
🔐 安全架构¶
服务安全管理¶
class ServiceSecurityManager:
"""服务安全管理器"""
def __init__(self):
self.auth_provider = AuthenticationProvider()
self.authz_manager = AuthorizationManager()
self.security_policy = SecurityPolicy()
self.audit_logger = AuditLogger()
def authenticate_service(self, service_name, credentials):
"""服务认证"""
# 1. 验证服务身份
# 2. 检查证书有效性
# 3. 记录认证日志
pass
def authorize_operation(self, service_name, operation, context):
"""操作授权"""
# 1. 检查服务权限
# 2. 验证操作合法性
# 3. 应用安全策略
pass
def audit_service_activity(self, service_name, activity, result):
"""审计服务活动"""
# 1. 记录活动详情
# 2. 检测异常行为
# 3. 触发安全告警
pass
class SecurityPolicy:
"""安全策略"""
def __init__(self):
self.policies = {}
self.default_policy = DefaultSecurityPolicy()
def evaluate_policy(self, service_name, operation, context):
"""评估安全策略"""
policy = self.policies.get(service_name, self.default_policy)
return policy.evaluate(operation, context)
📊 监控架构¶
服务监控系统¶
class ServiceMonitoringSystem:
"""服务监控系统"""
def __init__(self):
self.metrics_collector = ServiceMetricsCollector()
self.health_monitor = ServiceHealthMonitor()
self.alert_manager = ServiceAlertManager()
self.dashboard = ServiceDashboard()
def start_monitoring(self):
"""启动监控"""
self.metrics_collector.start()
self.health_monitor.start()
self.alert_manager.start()
def stop_monitoring(self):
"""停止监控"""
self.metrics_collector.stop()
self.health_monitor.stop()
self.alert_manager.stop()
class ServiceMetricsCollector:
"""服务指标收集器"""
def __init__(self):
self.metrics = {}
self.collectors = []
def collect_metrics(self):
"""收集指标"""
for collector in self.collectors:
try:
metrics = collector.collect()
self.metrics.update(metrics)
except Exception as e:
print(f"Metrics collection failed: {e}")
def get_metrics(self, service_name=None):
"""获取指标"""
if service_name:
return self.metrics.get(service_name, {})
return self.metrics
class ServiceHealthMonitor:
"""服务健康监控器"""
def __init__(self):
self.health_checks = {}
self.health_status = {}
self.check_interval = 30
def add_health_check(self, service_name, check_func):
"""添加健康检查"""
self.health_checks[service_name] = check_func
def check_service_health(self, service_name):
"""检查服务健康状态"""
check_func = self.health_checks.get(service_name)
if check_func:
try:
result = check_func()
self.health_status[service_name] = {
'healthy': result,
'last_check': time.time()
}
return result
except Exception as e:
self.health_status[service_name] = {
'healthy': False,
'error': str(e),
'last_check': time.time()
}
return False
return None
🔧 配置架构¶
配置管理系统¶
class ConfigurationManager:
"""配置管理系统"""
def __init__(self):
self.config_sources = []
self.config_cache = ConfigCache()
self.config_validator = ConfigValidator()
self.config_watcher = ConfigWatcher()
def add_config_source(self, source):
"""添加配置源"""
self.config_sources.append(source)
def load_config(self, service_name):
"""加载配置"""
config = {}
# 从多个配置源加载
for source in self.config_sources:
try:
source_config = source.load(service_name)
config.update(source_config)
except Exception as e:
print(f"Config source failed: {e}")
# 验证配置
validated_config = self.config_validator.validate(config)
# 缓存配置
self.config_cache.set(service_name, validated_config)
return validated_config
class FileConfigSource:
"""文件配置源"""
def load(self, service_name):
"""从文件加载配置"""
# 读取配置文件
# 解析配置格式
# 返回配置字典
pass
class EnvironmentConfigSource:
"""环境变量配置源"""
def load(self, service_name):
"""从环境变量加载配置"""
# 读取环境变量
# 解析配置前缀
# 构造配置字典
pass
class RemoteConfigSource:
"""远程配置源"""
def load(self, service_name):
"""从远程源加载配置"""
# 连接配置服务
# 获取配置数据
# 处理配置更新
pass
🔗 相关文档¶
📚 架构设计原则¶
- 分层设计:清晰的层次结构,职责分离
- 模块化:高内聚低耦合的模块设计
- 可扩展性:支持插件和扩展机制
- 可靠性:完善的错误处理和故障恢复
- 安全性:全面的安全控制和审计
- 可观测性:完整的监控和日志系统
- 性能优化:连接池、缓存等性能优化策略
更新时间: 2025-01-09
版本: 1.0.0