ai-agent/workflow/service/flow/lambda_summary.go

package flow

import (
	"ai-agent/workflow/consts/flow"
	"ai-agent/workflow/consts/public"
	nodeDao "ai-agent/workflow/dao/node"
	sessionDao "ai-agent/workflow/dao/session"
	flowDto "ai-agent/workflow/model/dto/flow"
	nodeDto "ai-agent/workflow/model/dto/node"
	sessionDto "ai-agent/workflow/model/dto/session"
	"ai-agent/workflow/model/entity"
	"context"
	"fmt"
	"strings"

	"gitea.redpowerfuture.com/red-future/common/db/gfdb"
	"github.com/gogf/gf/v2/database/gdb"
	"github.com/gogf/gf/v2/frame/g"
	"github.com/gogf/gf/v2/util/gconv"
)

func DataMergeLambda(ctx context.Context, input any) (res any, err error) {
	nodeInput, ok := input.(*flowDto.NodeExecutionInput)
	if !ok {
		return nil, fmt.Errorf("参数合并入参类型错误")
	}
	return nodeInput, nil
}

func SummaryLambda(ctx context.Context, input any) (any, error) {
	execInput, ok := input.(*flowDto.NodeExecutionInput)
	if !ok {
		return nil, fmt.Errorf("汇总节点入参类型错误，实际是 %T", input)
	}

	// 聚合所有已执行节点中需入库的文件结果（两层规则）
	summaryResult := collectSaveFileResults(ctx, execInput.Global)

	// 把汇总结果存入当前节点的输出
	g.Log().Info(ctx, fmt.Sprintf("结果汇总完成，汇总数据：%+v", summaryResult))

	err := gfdb.DB(ctx, public.DbNameBlackDeacon).Transaction(ctx, func(ctx context.Context, tx gdb.TX) error {
		res, _, err := nodeDao.NodeExecutionDao.ListByFlowExecutionId(ctx, &nodeDto.ListNodeExecutionByFlowReq{
			NodeGroupId: execInput.Global.NodeGroupId,
		}, entity.NodeExecutionCol.TokenInfo)
		if err != nil {
			return err
		}
		var totalTokens int
		var totalFee float64
		for _, item := range res {
			for _, itemToken := range item.TokenInfo {
				m := gconv.Map(itemToken)
				totalTokens += gconv.Int(m["total_tokens"])
				totalFee += gconv.Float64(m["total_fee"])
			}
		}
		_, err = sessionDao.ExecWorkflowDao.Update(ctx, &sessionDto.UpdateWorkflowReq{
			Id:          execInput.Global.ExecutionId,
			Status:      flow.FlowExecutionStatusSuccess.Code(),
			TotalTokens: totalTokens,
			TotalFee:    totalFee,
		})
		if err != nil {
			return err
		}
		if len(summaryResult) > 0 {
			_, err = sessionDao.ExecWorkflowResultDao.BatchInsert(ctx, summaryResult)
			if err != nil {
				return err
			}
		}
		return nil
	})

	return execInput, err
}

// collectSaveFileResults 按两层规则收集需入库的文件结果：
// 第一层：节点须开启"保存文件"（IsSaveFile）；
// 第二层：key 取自节点 OutputResult 的各字段，命中 ModelResponseBodyMapping 才入库；
// 原始响应体 key（respBody）恒入库（不要求映射声明）；HTTP 节点产出以 http_file_url:{key}
// 标记的字段（IsSaveFile 时由 HttpCallResultLambda 生成）恒入库（无模型响应映射可查）。
// 结果值为 http(s) URL 或 MinIO 对象裸路径直接使用；非路径值（base64 图片/文本）先上传 OSS 换取 URL，
// 文本内容以 .inc 扩展名存储。
func collectSaveFileResults(ctx context.Context, execInput *flowDto.FlowExecutionInput) []*sessionDto.CreateWorkflowResultReq {
	if execInput == nil {
		return nil
	}
	var summaryResult []*sessionDto.CreateWorkflowResultReq
	for _, executedNode := range execInput.ExecutedNodes {
		nodeConfig := execInput.ConfigMap[executedNode.NodeId]
		if nodeConfig == nil || len(nodeConfig.OutputResult) == 0 || !nodeConfig.IsSaveFile {
			continue
		}
		// 第二层：key 取自节点 OutputResult 的各字段，
		// 命中 ModelResponseBodyMapping 才入库；respBody 与 HTTP 节点 http_file_url:{key} 标记恒入库
		saveKeys := nodeConfig.ModelConfig.ModelResponseBodyMapping
		for _, respBody := range nodeConfig.OutputResult {
			for key, val := range gconv.Map(respBody) {
				isHTTPFile := strings.HasPrefix(key, "http_file_url:")
				if !isHTTPFile {
					if _, ok := saveKeys[key]; !ok && key != "respBody" {
						continue
					}
				}
				fileUrl, err := resolveSaveFileResult(ctx, val)
				if err != nil {
					g.Log().Warningf(ctx, "collectSaveFileResults 上传结果文件失败 key=%s err=%v", key, err)
					continue
				}
				summaryResult = append(summaryResult, &sessionDto.CreateWorkflowResultReq{
					SessionId:     execInput.SessionId,
					FlowId:        execInput.FlowId,
					ExecId:        execInput.ExecutionId,
					ResultFileUrl: fileUrl,
				})
			}
		}
	}
	return summaryResult
}