类class io.agentscope.core.training.runner 2.x

TrainingRouter

public class TrainingRouter implements Hook

源码Source io/agentscope/core/training/runner/TrainingRouter.java:69–351

Training 路由器，对智能体行为进行评测、追踪与可观测性分析。位于 io.agentscope.core.training.runner 包，实现 Hook。核心成员包括 onEvent、priority、TrainingRouter。

Training Router Hook

Core training router Hook implementing shadow traffic training architecture with fully automated Task/Run ID management

Automation Flow:

PreCallEvent: No modifications, let request execute normally
PostCallEvent: Filter and judge, run shadow Agent asynchronously
Auto-generate Task ID: Independent task identifier for each request
Auto-allocate Run ID: Execution count for the same Task
Shadow Agent: Replace model with TrinityModelAdapter
Auto-collect msg_ids: Extract from Trinity API responses
Calculate Reward: Based on shadow Agent execution results
Submit Feedback: Batch submit all training data

Key Design:

100% requests use production model, ensuring service quality
Sample portion of requests run shadow Agent asynchronously, no user impact
Shadow Agent uses training model, collects training data
Completely transparent to users: All IDs managed automatically

构造器摘要Constructor Summary

构造器Constructor	说明Description
`public` `TrainingRouter(TrainingConfig config, TrinityClient trinityClient, RewardCalculator rewardCalculator, TrainingSelectionStrategy selectionStrategy)`	初始化 `TrainingRouter` 实例。 Creates a new instance.

方法摘要Method Summary

方法Method	说明Description
`public T extends` `HookEvent Mono<T> onEvent(T event)`	处理事件事件。 Performs the on event operation.
`public int priority()`	返回优先级。 Returns the priority.

构造器详情Constructor Detail

TrainingRouter

public TrainingRouter(TrainingConfig config, TrinityClient trinityClient, RewardCalculator rewardCalculator, TrainingSelectionStrategy selectionStrategy)

初始化 TrainingRouter 实例。

Creates a new instance.

参数Parameters

名称Name	类型Type	说明Description
`config`	TrainingConfig	配置对象（类型 `TrainingConfig`）。The config.
`trinityClient`	TrinityClient	trinity 客户端（类型 `TrinityClient`）。The trinity client.
`rewardCalculator`	RewardCalculator	reward Calculator（类型 `RewardCalculator`）。The reward calculator.
`selectionStrategy`	TrainingSelectionStrategy	selection Strategy（类型 `TrainingSelectionStrategy`）。The selection strategy.

源码Source io/agentscope/core/training/runner/TrainingRouter.java:81–95

方法详情Method Detail

onEvent

public T extends HookEvent Mono<T> onEvent(T event)

处理事件事件。

Performs the on event operation.

参数Parameters

名称Name	类型Type	说明Description
`event`	T	事件（类型 `T`）。The event.

返回Returns Mono<T>

返回Mono。Returns mono.

源码Source io/agentscope/core/training/runner/TrainingRouter.java:97–109

priority

public int priority()

返回优先级。

Returns the priority.

返回Returns int

返回数值结果。Returns a numeric result.

源码Source io/agentscope/core/training/runner/TrainingRouter.java:111–114

继承成员Inherited Members

继承自Methods inherited from Hook

tools