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Orleans Grain Directory 系统综合分析文档

Orleans Grain Directory 系统综合分析文档

概述

本文档通过类图、包图、时序图和活动图,全面分析Orleans分布式Grain目录系统的架构设计、组件交互和业务流程。


1. 类图(Class Diagram)

1.1 核心接口和抽象类

«interface»
IGrainDirectory
+Register(address: GrainAddress)
+Register(address: GrainAddress, previousAddress: GrainAddress?)
+Unregister(address: GrainAddress) : Task
+Lookup(grainId: GrainId)
«interface»
IGrainLocator
+Register(address: GrainAddress, previousAddress: GrainAddress?) : Task<GrainAddress>
+Unregister(address: GrainAddress, cause: UnregistrationCause) : Task
+Lookup(grainId: GrainId)
+UpdateCache(grainId: GrainId, siloAddress: SiloAddress) : void
+InvalidateCache(grainId: GrainId) : void
«interface»
ILocalGrainDirectory
+LookupAsync(grainId: GrainId) : Task<AddressAndTag>
+RegisterAsync(address: GrainAddress) : Task<AddressAndTag>
+RegisterAsync(address: GrainAddress, currentRegistration: GrainAddress?) : Task<AddressAndTag>
+UnregisterAsync(address: GrainAddress, cause: UnregistrationCause) : Task
«interface»
IRemoteGrainDirectory
+LookupAsync(grainId: GrainId, hopCount: int) : Task<AddressAndTag>
+RegisterAsync(address: GrainAddress, hopCount: int) : Task<AddressAndTag>
+UnregisterAsync(address: GrainAddress, cause: UnregistrationCause, hopCount: int) : Task

1.2 核心实现类

LocalGrainDirectory
-IGrainDirectoryCache DirectoryCache
-GrainDirectoryPartition DirectoryPartition
-RemoteGrainDirectory RemoteGrainDirectory
-RemoteGrainDirectory CacheValidator
-GrainDirectoryHandoffManager HandoffManager
-DirectoryMembership directoryMembership
+LookupAsync(grainId: GrainId) : Task<AddressAndTag>
+RegisterAsync(address: GrainAddress) : Task<AddressAndTag>
+UnregisterAsync(address: GrainAddress, cause: UnregistrationCause) : Task
+AddServer(siloAddress: SiloAddress) : void
+RemoveServer(siloAddress: SiloAddress) : void
CachedGrainLocator
-IGrainDirectoryCache cache
-GrainDirectoryResolver grainDirectoryResolver
-IClusterMembershipService clusterMembershipService
+Lookup(grainId: GrainId) : ValueTask<GrainAddress>
+Register(address: GrainAddress, previousAddress: GrainAddress?) : Task<GrainAddress>
+Unregister(address: GrainAddress, cause: UnregistrationCause) : Task
-TryLookupInCache(grainId: GrainId, result: GrainAddress) : bool
-IsKnownDeadSilo(entry: GrainAddress) : bool
DhtGrainLocator
-ILocalGrainDirectory _localGrainDirectory
-IGrainContext _grainContext
-BatchedDeregistrationWorker _forceWorker
-BatchedDeregistrationWorker _neaWorker
+Lookup(grainId: GrainId) : ValueTask<GrainAddress>
+Register(address: GrainAddress, previousAddress: GrainAddress?) : Task<GrainAddress>
+Unregister(address: GrainAddress, cause: UnregistrationCause) : Task
ClientGrainLocator
-SiloAddress _localSiloAddress
-ILocalClientDirectory _clientDirectory
+Lookup(grainId: GrainId) : ValueTask<GrainAddress>
+Register(address: GrainAddress, previousAddress: GrainAddress?) : Task<GrainAddress>
+Unregister(address: GrainAddress, cause: UnregistrationCause) : Task

1.3 存储实现类

AzureTableGrainDirectory
-AzureTableDataManager<GrainDirectoryEntity> tableDataManager
-string clusterId
+Lookup(grainId: GrainId)
+Register(address: GrainAddress, previousAddress: GrainAddress?)
+Unregister(address: GrainAddress) : Task
+UnregisterMany(addresses: List<GrainAddress>) : Task
RedisGrainDirectory
-IConnectionMultiplexer _redis
-IDatabase _database
-RedisKey _keyPrefix
-string _ttl
+Lookup(grainId: GrainId)
+Register(address: GrainAddress, previousAddress: GrainAddress?)
+Unregister(address: GrainAddress) : Task
GrainDirectoryEntity
+string SiloAddress
+string ActivationId
+long MembershipVersion
+string PartitionKey
+string RowKey
+DateTimeOffset? Timestamp
+ETag ETag
+ToGrainAddress() : GrainAddress
+FromGrainAddress(clusterId: string, address: GrainAddress) : GrainDirectoryEntity

1.4 解析器和配置类

GrainDirectoryResolver
-Dictionary<string, IGrainDirectory> directoryPerName
-ConcurrentDictionary<GrainType, IGrainDirectory> directoryPerType
-GrainPropertiesResolver grainPropertiesResolver
-IGrainDirectoryResolver[] resolvers
+Resolve(grainType: GrainType) : IGrainDirectory
+IsUsingDhtDirectory(grainType: GrainType) : bool
-GetGrainDirectoryPerType(grainType: GrainType) : IGrainDirectory
-TryGetNonDefaultGrainDirectory(grainType: GrainType, directory: IGrainDirectory) : bool
GrainLocatorResolver
-ConcurrentDictionary<GrainType, IGrainLocator> resolvedLocators
-Func<GrainType, IGrainLocator> getLocatorInternal
-IServiceProvider _servicesProvider
-GrainDirectoryResolver grainDirectoryResolver
-CachedGrainLocator cachedGrainLocator
-DhtGrainLocator dhtGrainLocator
-ClientGrainLocator _clientGrainLocator
+GetGrainLocator(grainType: GrainType) : IGrainLocator
-GetGrainLocatorInternal(grainType: GrainType) : IGrainLocator
GrainDirectoryAttribute
+string GrainDirectoryName
+GrainDirectoryAttribute(grainDirectoryName: string)
+Populate(services: IServiceProvider, grainClass: Type, grainType: GrainType, properties: Dictionary<string, string>) : void

2. 包图(Package Diagram)

2.1 整体包结构

Orleans.Configuration
Orleans.Core.Abstractions
Orleans.GrainDirectory.Redis
Orleans.GrainDirectory.AzureStorage
Orleans.Runtime.GrainDirectory
Orleans.GrainDirectory
GrainDirectoryOptions
GrainDirectoryCacheFactory
GrainAddress
GrainId
SiloAddress
ActivationId
RedisGrainDirectory
AzureTableGrainDirectory
GrainDirectoryEntity
LocalGrainDirectory
CachedGrainLocator
DhtGrainLocator
ClientGrainLocator
GrainDirectoryResolver
GrainLocatorResolver
ClientDirectory
IGrainDirectory
IGrainLocator
GrainDirectoryAttribute

2.2 模块依赖关系

基础设施层 (Infrastructure Layer)
存储层 (Storage Layer)
目录层 (Directory Layer)
服务层 (Service Layer)
应用层 (Application Layer)
IGrainDirectoryCache
IClusterMembershipService
GrainDirectoryOptions
AzureTableGrainDirectory
RedisGrainDirectory
InMemoryDirectory
GrainLocatorResolver
CachedGrainLocator
DhtGrainLocator
LocalGrainDirectory
PlacementService
MessageCenter
应用程序
客户端

3. 时序图(Sequence Diagram)

3.1 Grain查找流程

客户端PlacementServiceGrainLocatorResolverCachedGrainLocatorIGrainDirectoryCacheIGrainDirectory目标SiloGetOrPlace(grainId)GetGrainLocator(grainType)IGrainLocatorLookup(grainId)TryLookupInCache(grainId)cachedResultGrainAddressnullLookup(grainId)GrainAddressAddOrUpdate(entry)GrainAddressUnregister(entry)nullalt[目标Silo存活][目标Silo死亡]alt[缓存命中][缓存未命中]发送消息到目标Silo响应返回结果创建新激活返回新激活地址alt[GrainAddress存在][GrainAddress不存在]客户端PlacementServiceGrainLocatorResolverCachedGrainLocatorIGrainDirectoryCacheIGrainDirectory目标Silo

3.2 Grain注册流程

PlacementServiceGrainLocatorResolverCachedGrainLocatorIGrainDirectory存储后端IGrainDirectoryCacheGetGrainLocator(grainType)IGrainLocatorRegister(address, previousAddress)Register(address, previousAddress)存储GrainAddress成功GrainAddressUpdateCache(entry)GrainAddress冲突Lookup(grainId)现有GrainAddress现有GrainAddress现有GrainAddressalt[注册成功][注册冲突]PlacementServiceGrainLocatorResolverCachedGrainLocatorIGrainDirectory存储后端IGrainDirectoryCache

3.3 分布式目录同步流程

Silo 1Silo 2Silo 3分布式目录Register(grainAddress)注册成功Lookup(grainId)GrainAddressLookup(grainId)GrainAddress所有Silo都能访问相同的目录信息Unregister(grainAddress)注销成功Lookup(grainId)null (未找到)Silo 1Silo 2Silo 3分布式目录

4. 活动图(Activity Diagram)

4.1 Grain目录查找活动图

命中
未命中
找到
未找到
Silo存活
Silo死亡
开始查找Grain
检查本地缓存
返回缓存结果
查询分布式目录
目录查询结果
检查目标Silo状态
返回null
更新本地缓存
从目录移除条目
返回Grain地址
结束

4.2 Grain注册活动图

存在
不存在
匹配
不匹配
成功
冲突
失败
开始注册Grain
验证输入参数
检查前一个注册
比较注册信息
直接注册
更新注册
处理冲突
尝试注册
注册结果
更新缓存
获取现有注册
重试或失败
返回成功
返回现有注册
是否重试
返回失败
结束

4.3 目录分区管理活动图

Lookup
Register
Unregister
找到/成功
未找到/失败
目录分区管理
检查Grain是否属于此分区
本地处理
转发请求
操作类型
本地查找
本地注册
本地注销
本地结果
返回结果
检查环状态
更新环信息
重试操作
选择目标Silo
发送请求
等待响应
处理响应
结束

4.4 故障检测和恢复活动图

正常
异常
故障检测开始
监控Silo状态
Silo状态检查
继续监控
检测到故障
标记为死亡
清理相关条目
通知集群
更新成员关系
重新分配Grain
更新目录
通知客户端
故障检测和恢复是一个持续的过程

5. 系统架构总结

5.1 核心设计原则

  1. 分层架构:接口层 → 服务层 → 存储层
  2. 多态实现:支持多种存储后端
  3. 缓存优化:多层缓存提高性能
  4. 故障容错:自动检测和恢复机制
  5. 一致性保证:版本控制和冲突解决

5.2 关键特性

  • 分布式一致性:通过版本控制确保数据一致性
  • 高性能缓存:多级缓存策略优化查找性能
  • 故障恢复:自动检测死亡Silo并清理相关条目
  • 负载均衡:一致性哈希算法实现负载分配
  • 可扩展性:支持水平扩展和动态分区

5.3 性能优化策略

  1. 本地缓存:减少网络调用
  2. 批量操作:提高存储效率
  3. 连接复用:减少连接开销
  4. 异步处理:提高并发性能
  5. 智能路由:优化消息传递路径

本文档通过UML图表全面展示了Orleans Grain Directory系统的架构设计、组件交互和业务流程,为理解和优化分布式系统提供了详细的技术参考。

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