mirror of
https://github.com/Ed1s0nZ/CyberStrikeAI.git
synced 2026-08-15 15:40:38 +02:00
437 lines
14 KiB
Go
437 lines
14 KiB
Go
package multiagent
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import (
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"context"
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"errors"
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"fmt"
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"regexp"
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"strings"
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"sync"
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"time"
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"unicode/utf8"
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"cyberstrike-ai/internal/agent"
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"cyberstrike-ai/internal/config"
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"cyberstrike-ai/internal/einomcp"
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"cyberstrike-ai/internal/einoobserve"
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"cyberstrike-ai/internal/security"
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"github.com/cloudwego/eino/adk"
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"github.com/cloudwego/eino/schema"
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"go.uber.org/zap"
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)
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// normalizeStreamingDelta 将可能是“累计片段”的 chunk 归一化为“纯增量”。
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// 一些模型/桥接层在流式过程中会重复发送已输出前缀，前端若直接 buffer+=chunk 会出现重复文本。
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//
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// 注意：与 internal/openai.normalizeStreamingDelta 保持一致。
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func normalizeStreamingDelta(current, incoming string) (next, delta string) {
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if incoming == "" {
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return current, ""
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}
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if current == "" {
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return incoming, incoming
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}
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if strings.HasPrefix(incoming, current) && len(incoming) > len(current) {
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return incoming, incoming[len(current):]
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}
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if incoming == current && utf8.RuneCountInString(current) > 1 {
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return current, ""
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}
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return current + incoming, incoming
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}
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func isInterruptContinue(ctx context.Context) bool {
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if ctx == nil {
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return false
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}
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return errors.Is(context.Cause(ctx), ErrInterruptContinue)
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}
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func isEinoIterationLimitError(err error) bool {
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if err == nil {
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return false
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}
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msg := strings.ToLower(strings.TrimSpace(err.Error()))
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if msg == "" {
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return false
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}
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return strings.Contains(msg, "max iteration") ||
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strings.Contains(msg, "maximum iteration") ||
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strings.Contains(msg, "maximum iterations") ||
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strings.Contains(msg, "iteration limit") ||
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strings.Contains(msg, "达到最大迭代")
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}
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// einoADKRunLoopArgs 将 Eino adk.Runner 事件循环从 RunDeepAgent / RunEinoSingleChatModelAgent 中抽出复用。
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type einoADKRunLoopArgs struct {
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OrchMode string
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OrchestratorName string
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ConversationID string
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Progress func(eventType, message string, data interface{})
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Logger *zap.Logger
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SnapshotMCPIDs func() []string
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StreamsMainAssistant func(agent string) bool
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EinoRoleTag func(agent string) string
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CheckpointDir string
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// RunRetryMaxAttempts / RunRetryMaxBackoffSec：429、5xx、网络抖动时的指数退避续跑（0=默认 4 次 / 30s 上限）。
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RunRetryMaxAttempts int
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RunRetryMaxBackoffSec int
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McpIDsMu *sync.Mutex
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McpIDs *[]string
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// FilesystemMonitorAgent / FilesystemMonitorRecord 非 nil 时，将 Eino ADK filesystem 中间件工具（ls/read_file/write_file/edit_file/glob/grep）
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// 在完成时写入 MCP 监控；execute 仍由 eino_execute_monitor 记录，此处跳过。
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FilesystemMonitorAgent *agent.Agent
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FilesystemMonitorRecord einomcp.ExecutionRecorder
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MCPExecutionBinder *MCPExecutionBinder
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// ToolInvokeNotify 与 einomcp.ToolsFromDefinitions 共享：run loop 在迭代前 Set，execute/MCP 桥 Fire 时立即推送 tool_result（ADK 晚到经 toolResultEmitter 去重）。
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ToolInvokeNotify *einomcp.ToolInvokeNotifyHolder
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DA adk.Agent
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// EmptyResponseMessage 当未捕获到助手正文时的占位（多代理与单代理文案不同）。
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EmptyResponseMessage string
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// ModelFacingTrace 可选：由各 ChatModelAgent Handlers 链末尾中间件写入「即将送入模型」的消息快照；
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// 非空时优先用于 LastAgentTraceInput 序列化，使续跑与 summarization/reduction 后的上下文一致。
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ModelFacingTrace *modelFacingTraceHolder
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// EinoCallbacks 可选：为 ADK Runner 注入 eino [callbacks] 全链路观测（见 internal/einoobserve）。
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EinoCallbacks *config.MultiAgentEinoCallbacksConfig
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// MaxTotalTokens / ToolMaxBytes / ModelName 用于 context overflow 时的激进压缩续跑。
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MaxTotalTokens int
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ToolMaxBytes int
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ModelName string
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MiddlewareConfig *config.MultiAgentEinoMiddlewareConfig
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// TurnLoopInterruptTimeout 仅供测试/特殊运行时覆盖；0 使用 EinoTurnLoopRuntime 默认值。
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TurnLoopInterruptTimeout time.Duration
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}
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func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs []adk.Message) (*RunResult, error) {
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if args == nil || args.DA == nil {
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return nil, fmt.Errorf("eino run loop: args 或 Agent 为空")
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}
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if args.McpIDs == nil {
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s := []string{}
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args.McpIDs = &s
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}
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if args.McpIDsMu == nil {
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args.McpIDsMu = &sync.Mutex{}
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}
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orchMode := args.OrchMode
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orchestratorName := args.OrchestratorName
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conversationID := args.ConversationID
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progress := args.Progress
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logger := args.Logger
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runID := newEinoRunID()
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progress = withEinoRunIDProgress(runID, progress)
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args.Progress = progress
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if logger != nil {
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logger.Info("eino run session started",
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zap.String("runId", runID),
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zap.String("conversationId", conversationID),
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zap.String("orchestration", orchMode),
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zap.String("orchestratorName", orchestratorName),
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)
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}
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snapshotMCPIDs := args.SnapshotMCPIDs
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if snapshotMCPIDs == nil {
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snapshotMCPIDs = func() []string { return nil }
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}
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streamsMainAssistant := args.StreamsMainAssistant
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if streamsMainAssistant == nil {
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streamsMainAssistant = func(agent string) bool {
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return agent == "" || agent == orchestratorName
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}
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}
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einoRoleTag := args.EinoRoleTag
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if einoRoleTag == nil {
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einoRoleTag = func(agent string) string {
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if streamsMainAssistant(agent) {
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return "orchestrator"
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}
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return "sub"
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}
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}
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// panic recovery：防止 Eino 框架内部 panic 导致整个 goroutine 崩溃、连接无法正常关闭。
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defer func() {
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if r := recover(); r != nil {
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if logger != nil {
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logger.Error("eino runner panic recovered", zap.Any("recover", r), zap.Stack("stack"))
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}
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if progress != nil {
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progress("error", fmt.Sprintf("Internal error: %v / 内部错误: %v", r, r), map[string]interface{}{
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"conversationId": conversationID,
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"source": "eino",
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})
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}
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}
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}()
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msgs := append([]adk.Message(nil), baseMsgs...)
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emptyHint := strings.TrimSpace(args.EmptyResponseMessage)
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if emptyHint == "" {
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emptyHint = "(Eino session completed but no assistant text was captured. Check process details or logs.) " +
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"（Eino 会话已完成，但未捕获到助手文本输出。请查看过程详情或日志。）"
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}
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if args.EinoCallbacks != nil {
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ctx = einoobserve.AttachAgentRunCallbacks(ctx, args.EinoCallbacks, einoobserve.Params{
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Logger: logger,
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Progress: progress,
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ConversationID: conversationID,
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OrchMode: orchMode,
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OrchestratorName: orchestratorName,
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RunID: runID,
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})
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}
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drain := newEinoRunEventDrain(einoRunEventDrainConfig{
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Context: ctx,
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ConversationID: conversationID,
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OrchMode: orchMode,
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OrchestratorName: orchestratorName,
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Progress: progress,
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Logger: logger,
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BaseMessages: msgs,
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SnapshotMCPIDs: snapshotMCPIDs,
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StreamsMainAssistant: streamsMainAssistant,
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EinoRoleTag: einoRoleTag,
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MiddlewareConfig: args.MiddlewareConfig,
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FilesystemMonitorAgent: args.FilesystemMonitorAgent,
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FilesystemMonitorRecord: args.FilesystemMonitorRecord,
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MCPExecutionBinder: args.MCPExecutionBinder,
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})
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session := newEinoRunRuntimeSession(einoRunRuntimeSessionConfig{
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Context: ctx,
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Args: args,
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Drain: drain,
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BaseMessages: msgs,
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EmptyHint: emptyHint,
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SnapshotMCPIDs: snapshotMCPIDs,
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EinoRoleTag: einoRoleTag,
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})
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defer session.Close()
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// 仅在退避重试后真正收到数据/完成一步时清零，避免重启后首个无错 ADK 事件误把计数打回 0。
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drain.BindHandlers(session.ConfirmRecovery)
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for {
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// iter.Next 可能长时间阻塞（工具执行、模型推理）；须与 ctx 联动，否则取消/超时无法及时 flush pending。
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ev, ok, iterCtxErr := nextAgentEventWithContext(ctx, session.Iterator())
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if iterCtxErr != nil {
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return session.HandleIteratorContextError(iterCtxErr)
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}
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if !ok {
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// iter 结束并不总是“正常完成”：
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// 当取消/超时发生在 iter.Next() 阻塞期间时，可能直接返回 !ok。
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// 此时必须保留 checkpoint，避免后续恢复时被误判为“无断点”而全量重跑。
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completed, result, err := session.HandleIteratorEnd()
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if result != nil || err != nil {
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return result, err
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}
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if completed {
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break
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}
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continue
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}
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if ev == nil {
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continue
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}
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if ev.Err != nil {
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handled := session.HandleRunError(ev.Err)
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if handled.Result != nil || handled.Err != nil {
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return handled.Result, handled.Err
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}
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if handled.Restarted {
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continue
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}
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}
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drain.ObserveAgent(ev.AgentName)
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if ev.Output == nil || ev.Output.MessageOutput == nil {
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continue
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}
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mv := ev.Output.MessageOutput
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if drain.HandleToolResultStreaming(mv, ev.AgentName) {
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continue
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}
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if handledStream, streamRecvErr := drain.HandleAssistantStream(mv, ev.AgentName); handledStream {
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if streamRecvErr != nil {
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handled := session.HandleStreamError(streamRecvErr, ev.AgentName)
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if handled.Result != nil || handled.Err != nil {
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return handled.Result, handled.Err
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}
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if handled.Restarted {
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continue
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}
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} else {
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session.ConfirmRecovery()
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}
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continue
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}
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msg, gerr := mv.GetMessage()
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if gerr != nil || msg == nil {
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continue
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}
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drain.HandleMaterialized(mv, msg, ev.AgentName)
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session.ConfirmRecovery()
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}
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return session.BuildFinalResult(), nil
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}
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// modelFacingTraceSnapshot returns only the state that actually reached the model boundary.
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// Never fall back to event-stream accumulation here: it can contain pre-reduction tool output
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// that the model never received (for example when summarization failed before the first call).
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func modelFacingTraceSnapshot(args *einoADKRunLoopArgs) []adk.Message {
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if args != nil && args.ModelFacingTrace != nil {
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if snap := args.ModelFacingTrace.Snapshot(); len(snap) > 0 {
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return snap
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}
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}
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return nil
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}
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// friendlyEinoExecuteInvokeTail 将 Eino execute 超时/中断/流异常转为简短提示。
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// 命令非零退出（ExecuteExitError）已有 exec 对齐的正文，不再追加「执行未正常结束」。
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func friendlyEinoExecuteInvokeTail(invokeErr error) string {
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if invokeErr == nil {
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return ""
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}
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var exitErr *ExecuteExitError
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if errors.As(invokeErr, &exitErr) {
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return ""
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}
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if errors.Is(invokeErr, context.DeadlineExceeded) {
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return einoExecuteTimeoutUserHint()
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}
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if errors.Is(invokeErr, context.Canceled) {
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return ""
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}
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if strings.Contains(invokeErr.Error(), "shell inactivity timeout") {
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return ""
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}
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return "[执行未正常结束] " + invokeErr.Error()
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}
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// einoToolResultIsError 统一判断 Eino 工具结果是否应标记为错误（与 MCP exec 的 IsError 对齐）。
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func einoToolResultIsError(toolName, content string) bool {
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if strings.HasPrefix(content, einomcp.ToolErrorPrefix) {
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return true
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}
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if strings.TrimSpace(toolName) == "execute" && security.IsCommandFailureResult(content) {
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return true
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}
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return false
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}
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func isMCPBackgroundWaitResult(content string) bool {
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text := strings.ToLower(strings.TrimSpace(content))
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if text == "" {
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return false
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}
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hasExecutionID := strings.Contains(text, "execution_id:") || strings.Contains(text, `"execution_id"`)
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hasRunningStatus := strings.Contains(text, "status: running") || strings.Contains(text, "status: queued") ||
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strings.Contains(text, `"status": "running"`) || strings.Contains(text, `"status":"running"`) ||
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strings.Contains(text, `"status": "queued"`) || strings.Contains(text, `"status":"queued"`)
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hasSoftWaitSignal := strings.Contains(text, "工具已提交到后台执行") ||
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strings.Contains(text, "本次等待已到达") ||
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strings.Contains(text, "wait_timeout:") ||
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strings.Contains(text, "background execution") ||
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strings.Contains(text, "still running") ||
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strings.Contains(text, "仍未完成")
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return hasExecutionID && hasRunningStatus && hasSoftWaitSignal
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}
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func mcpExecutionIDFromWaitResult(content string) string {
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re := regexp.MustCompile(`(?i)"?execution_id"?\s*[:=]\s*"?([0-9a-f]{8}-[0-9a-f-]{12,})"?`)
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if m := re.FindStringSubmatch(content); len(m) > 1 {
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return strings.TrimSpace(m[1])
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}
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for _, line := range strings.Split(content, "\n") {
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line = strings.TrimSpace(line)
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lower := strings.ToLower(line)
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if !strings.HasPrefix(lower, "execution_id:") {
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continue
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}
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return strings.Trim(strings.TrimSpace(line[len("execution_id:"):]), `"'`)
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}
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return ""
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}
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// einoToolResultBody 去掉工具错误前缀，返回展示/持久化正文。
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func einoToolResultBody(content string) string {
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if strings.HasPrefix(content, einomcp.ToolErrorPrefix) {
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return strings.TrimPrefix(content, einomcp.ToolErrorPrefix)
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}
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return content
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}
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// nextAgentEventWithContext 在 ctx 取消时不再无限阻塞于 iter.Next()（工具执行/模型推理期间常见）。
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func nextAgentEventWithContext(ctx context.Context, iter *adk.AsyncIterator[*adk.AgentEvent]) (ev *adk.AgentEvent, ok bool, ctxErr error) {
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if iter == nil {
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return nil, false, nil
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}
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type nextRes struct {
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ev *adk.AgentEvent
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ok bool
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}
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ch := make(chan nextRes, 1)
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go func() {
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e, o := iter.Next()
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ch <- nextRes{e, o}
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}()
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select {
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case <-ctx.Done():
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return nil, false, ctx.Err()
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case res := <-ch:
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return res.ev, res.ok, nil
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}
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}
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// recvSchemaMessageStream 消费 ADK Tool 流式结果；ctx 取消时立即返回，避免 amass 等无输出时永久阻塞。
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func recvSchemaMessageStream(ctx context.Context, stream *schema.StreamReader[*schema.Message]) (content, toolCallID, toolName string, recvErr error) {
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if stream == nil {
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return "", "", "", nil
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}
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var buf strings.Builder
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recvErr = recvEinoSchemaMessageStreamWithContext(ctx, stream, 8, func(chunk *schema.Message) {
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if chunk.Content != "" {
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buf.WriteString(chunk.Content)
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}
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if tid := strings.TrimSpace(chunk.ToolCallID); tid != "" {
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toolCallID = tid
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}
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if name := strings.TrimSpace(chunk.ToolName); name != "" {
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toolName = name
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}
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})
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return buf.String(), toolCallID, toolName, recvErr
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}
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func buildEinoCheckpointID(orchMode string) string {
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mode := sanitizeEinoPathSegment(strings.TrimSpace(orchMode))
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if mode == "" {
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mode = "default"
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}
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return "runner-" + mode
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}
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func buildEinoTurnLoopCheckpointID(orchMode string) string {
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mode := sanitizeEinoPathSegment(strings.TrimSpace(orchMode))
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if mode == "" {
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mode = "default"
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}
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return "turn-loop-" + mode
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}
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