package eino

import (
	"context"
	"fmt"
	"io"
	"strings"
	"time"

	"github.com/cloudwego/eino/compose"
	"github.com/cloudwego/eino/schema"

	"github.com/sundynix/sundynix-dispatcher/internal/harness"
)

// runComposeConversation 用 Eino compose.Graph 跑对话主流程：
// START → ChatModel 节点 → END，编译为 Runnable 后流式执行；可观测经 callbacks 桥到 ExecEvent。
// 模型未就绪 / 编译失败时降级回 runAgent（同样的流式回流，保证不回归）。
func (o *Orchestrator) runComposeConversation(ctx context.Context, taskID string, b *board, system string, tr *execTracer, node, label string) {
	cm := o.agentPool(b).ChatModel() // 语音任务走语音模型池
	if cm == nil {
		o.runAgent(ctx, taskID, b, system, tr, node, label) // 无模型 → 降级桩
		return
	}

	g := compose.NewGraph[[]*schema.Message, *schema.Message]()
	if err := g.AddChatModelNode("model", cm); err != nil {
		tr.info(node, "system", "compose 降级", "建图失败，退回自研路径："+err.Error())
		o.runAgent(ctx, taskID, b, system, tr, node, label)
		return
	}
	_ = g.AddEdge(compose.START, "model")
	_ = g.AddEdge("model", compose.END)
	r, err := g.Compile(ctx)
	if err != nil {
		tr.info(node, "system", "compose 降级", "编译失败，退回自研路径："+err.Error())
		o.runAgent(ctx, taskID, b, system, tr, node, label)
		return
	}

	rc := &RunCtx{
		UserID: b.uid, SessionID: b.sid,
		System:   firstNonEmpty(system, defaultAgentSystem),
		Query:    b.query,
		Profile:  b.profile,
		History:  b.history,
		ToolOut:  append(append([]string{}, b.toolOut...), b.refs...),
		Upstream: append([]string{}, b.agentOut...), // 前序协作 agent 产出 → 接力
	}
	msgs, _ := buildMessages(ctx, rc)
	// 成本护栏：计入输入 token；触顶则中止整图。
	if bud := harness.BudgetFrom(ctx); bud != nil {
		for _, m := range msgs {
			bud.AddPrompt(m.Content)
		}
		if bud.Exceeded() {
			if b.fatalErr == nil {
				b.fatalErr = errBudget
			}
			tr.emit(node, "system", "error", "token 预算", "已达单任务预算上限，中止", 0)
			return
		}
	}

	t0 := time.Now()
	// ChatModel 的 start/end 由 composeTracer（callbacks）落轨迹，这里不再手写 emit（归一）。
	sr, err := r.Stream(ctx, msgs, compose.WithCallbacks(composeTracer(tr, node)))
	if err != nil {
		tr.emit(node, "model", "error", "compose 图执行", err.Error(), time.Since(t0).Milliseconds())
		if b.fatalErr == nil { // 模型失败 → 标记致命错，让任务判 failed（对齐 runAgent，杜绝 done-空）
			b.fatalErr = fmt.Errorf("agent 模型推理失败: %w", err)
		}
		return
	}
	defer sr.Close()

	chunks := 0
	var produced strings.Builder       // 本节点产出（供下游 agent 接力）
	red := harness.NewStreamRedactor() // 输出护栏：跨分片脱敏，杜绝密钥被切断而漏检
	emit := func(safe string) {
		if safe == "" {
			return
		}
		_ = o.sink.PublishToken(taskID, []byte(safe))
		produced.WriteString(safe)
		chunks++
	}
	for {
		chunk, rerr := sr.Recv()
		if rerr == io.EOF {
			break
		}
		if rerr != nil {
			tr.emit(node, "model", "error", "compose 图执行", rerr.Error(), time.Since(t0).Milliseconds())
			if b.fatalErr == nil { // 流式中断也算失败（结果不完整）→ 判 failed，不静默 done-空
				b.fatalErr = fmt.Errorf("agent 模型推理失败: %w", rerr)
			}
			return
		}
		if chunk.Content == "" {
			continue
		}
		emit(red.Push(chunk.Content))
	}
	emit(red.Flush()) // 吐出暂留尾部
	if bud := harness.BudgetFrom(ctx); bud != nil {
		bud.AddComplete(produced.String()) // 成本护栏：计入输出 token
	}
	o.recordAgentOutput(b, produced.String())
	tr.info(node, "system", "compose 图", fmt.Sprintf("%d 段输出 / %d 字（Eino compose 运行时）", chunks, len([]rune(produced.String()))))
}