412 lines
15 KiB
Go
412 lines
15 KiB
Go
package imageaudit
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import (
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"encoding/json"
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"net/http"
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"service/api/consts"
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imageauditproto "service/api/proto/imageaudit/proto"
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imageaudittaskproto "service/api/proto/imageaudittask/proto"
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"service/bizcommon/util"
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"service/dbstruct"
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"service/library/logger"
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"service/library/mediafiller"
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imageaudit "github.com/alibabacloud-go/imageaudit-20191230/v3/client"
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teautils "github.com/alibabacloud-go/tea-utils/v2/service"
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"github.com/alibabacloud-go/tea/tea"
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goproto "google.golang.org/protobuf/proto"
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"github.com/gin-gonic/gin"
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)
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// 图像审核主逻辑
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func executeImageAuditTasks(tasks []*ImageAuditTaskControlBlock, batchId string) (err error) {
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if len(tasks) == 0 {
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return
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}
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logger.Info("Image audit batch started, batchId : %v, task number : %v\n", batchId, len(tasks))
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// 1.创建请求
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// oss不在上海的服务器，需要调用Advance接口
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//req, taskMap, actionMap, err := createScanImageRequest(tasks, batchId)
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req, taskMap, actionMap, err := createScanImageAdvanceRequest(tasks, batchId)
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if err != nil {
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logger.Info("Create Scan ImageRequest fail: %v", err)
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handleBatchError(tasks, batchId, err)
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return
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}
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// 2.调用阿里的服务,收到应答
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runtime := &teautils.RuntimeOptions{
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ConnectTimeout: tea.Int(30000),
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}
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_result, err := defaultImageAuditClient.ScanImageAdvance(req, runtime)
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//_result, err := defaultImageAuditClient.ScanImageWithOptions(req, runtime)
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if err != nil {
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if _t, ok := err.(*tea.SDKError); ok {
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logger.Error("ScanImageAdvance fail, errinfo : %v", util.DerefString(_t.Data))
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}
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handleBatchError(tasks, batchId, err)
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return
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}
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// 3.处理应答
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err = handleScanImageResponse(_result, batchId, taskMap, actionMap)
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return
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}
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func createScanImageAdvanceRequest(tasks []*ImageAuditTaskControlBlock, batchId string) (request *imageaudit.ScanImageAdvanceRequest,
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taskMap map[int]*ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction, err error) {
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ctx := &gin.Context{}
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httpClient := http.Client{}
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// todo:taskMap其实可以删掉
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taskMap = make(map[int]*ImageAuditTaskControlBlock) // 图像审核索引号-task的map
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actionMap = make(map[string]*ImageAuditAction) // 动作Id号-action的map
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// 1.获取所有图像信息
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offset := 0
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images := make([]mediafiller.MediaFillable, 0)
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for _, task := range tasks {
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// 写map记录
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if actionMap[task.ActionId] == nil { // 写入actionMap
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actionMap[task.ActionId] = NewImageAuditAction()
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// 将此前批次对该元素未成功，待处理的审核全部置为已失效
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if err := _DefaultImageAuditTask.OpHandleOverdue(ctx, task.ImageAuditTask, batchId); err != nil {
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logger.Error("_DefaultImageAuditTask OpHandleOverdue fail :%v", err)
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}
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}
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actionMap[task.ActionId].Record(task)
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//获取图像
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for _, image := range task.Images {
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images = append(images, image)
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taskMap[offset] = task
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offset++
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}
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}
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mediafiller.FillList(ctx, images)
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// 2.打包图像url及图像审核id，转成ScanImageAdvanceRequest
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reqTasks := make([]*imageaudit.ScanImageAdvanceRequestTask, 0)
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reqs := make([]*imageaudit.ScanImageRequestTask, 0)
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for _, task := range tasks {
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if util.DerefInt64(task.ImageAuditTask.IsFragmented) == 1 {
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imageauditIds := util.DerefStringSlice(task.ImageAuditTask.ImageAuditFragmentIds)
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for i := range task.Images {
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var file *http.Response
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file, err = httpClient.Get(task.Images[i].Images[0].Urls[0])
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if err != nil {
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logger.Error("httpClient Get fail : %v", err)
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return
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}
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reqTasks = append(reqTasks, &imageaudit.ScanImageAdvanceRequestTask{
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DataId: goproto.String(imageauditIds[i]),
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ImageURLObject: file.Body,
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})
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reqs = append(reqs, &imageaudit.ScanImageRequestTask{
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DataId: goproto.String(imageauditIds[i]),
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ImageURL: goproto.String(task.Images[i].Images[0].Urls[0]),
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})
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}
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} else {
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var file *http.Response
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file, err = httpClient.Get(task.Images[0].Images[0].Urls[0])
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if err != nil {
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logger.Error("httpClient Get fail : %v", err)
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return
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}
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reqTasks = append(reqTasks, &imageaudit.ScanImageAdvanceRequestTask{
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DataId: task.ImageAuditTask.ImageAuditId,
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ImageURLObject: file.Body,
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})
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reqs = append(reqs, &imageaudit.ScanImageRequestTask{
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DataId: task.ImageAuditTask.ImageAuditId,
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ImageURL: goproto.String(task.Images[0].Images[0].Urls[0]),
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})
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}
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}
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request = &imageaudit.ScanImageAdvanceRequest{
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Scene: scenes,
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Task: reqTasks,
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}
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logger.Info("本次打包:%v", reqs)
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return
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}
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func handleScanImageResponse(resp *imageaudit.ScanImageResponse, batchId string, taskMap map[int]*ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction) (err error) {
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results := resp.Body.Data.Results
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for i, result := range results {
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isTaskCompleted := false
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isActionCompleted := false
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action := &ImageAuditAction{}
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// 1.dataId是imageaudit表主键Id, 唯一标识一次对单张图片的图像审核
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dataId := util.DerefString(result.DataId)
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// 2.立即在imageaudit-imageaudit中更新该次审核结果
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pass, err := handleImageAudit(dataId, result)
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if err != nil {
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logger.Error("handleImageAudit fail: %v", err)
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}
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// 3.取出task
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task := taskMap[i]
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// 4.在task中记录本分片结果，并累积已到达的分片数，直到所有分片到达，决定该任务是否成功(非分片任务分片数为1)
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isTaskCompleted = handleTask(task, pass)
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// 5.通过task的actionId，去actionId-[]*task的map查出本批次对该字段的动作链，更新其中关于自己的状态
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if isTaskCompleted {
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isActionCompleted, action = handleTaskAction(task, actionMap)
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}
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// 6.等待所有动作链元素均已抵达，判定本批次对该字段的操作是否成功
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if isActionCompleted {
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if err = finalizeTask(action); err != nil {
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logger.Error("finalizeTask fail: %v", err)
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}
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}
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}
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return
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}
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func handleImageAudit(dataId string, result *imageaudit.ScanImageResponseBodyDataResults) (pass bool, err error) {
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ctx := &gin.Context{}
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imageaudit := &dbstruct.ImageAudit{
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Id: goproto.String(dataId),
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}
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pass, err = copyScanResultInfo(imageaudit, result)
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if err != nil {
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logger.Error("Copy Scan Result Info fail: %v\n", err)
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return
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}
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if err = _DefaultImageAudit.OpUpdate(ctx, &imageauditproto.OpUpdateReq{
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ImageAudit: imageaudit,
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
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return
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}
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return
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}
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// 处理task，若task已分片，在task中记录本分片结果，并累积已到达的分片数，直到所有分片到达，决定该任务是否成功
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func handleTask(task *ImageAuditTaskControlBlock, pass bool) (isTaskCompleted bool) {
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task.IsTaskPassed = task.IsTaskPassed && pass
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task.AuditedFragmentsNum++
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return task.AuditedFragmentsNum == int(util.DerefInt64(task.ImageAuditTask.FragmentsNum))
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}
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// 通过task的actionId查出action, 通知该task已完成
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func handleTaskAction(task *ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction) (isActionCompleted bool, action *ImageAuditAction) {
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action = actionMap[task.ActionId]
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action.AuditedTaskNum++
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isActionCompleted = action.TaskNum == action.AuditedTaskNum
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return
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}
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// 等待所有动作链元素均已抵达，判定本批次对该字段的操作是否成功
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func finalizeTask(action *ImageAuditAction) (err error) {
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lastValidTask := action.TaskChain[0] // 仅在动作链终态不成功时有意义，表示最后一个可以用以回退的失败任务
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lastValidTaskIndex := 0 // 仅在动作链终态不成功时有意义，表示最后一个可以用以回退的失败任务的索引
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passTaskIds := make([]string, 0) // 所有已审核成功的任务的taskId
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expiredTaskIds := make([]string, 0) // 所有已失效任务的taskId，失效任务是指那些前驱任务依然失败的失败任务，这些任务已失去实际意义，不可以用来回退
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statuses := make([]int64, len(action.TaskChain)) // 所有任务的终态状态，成功，回退，或失效
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isActionInPassedStatus := true // 当前动作链是否处于成功中
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for i, task := range action.TaskChain {
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if !task.IsTaskPassed { // 动作链检测到失败任务
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if isActionInPassedStatus { // 若动作链处于成功状态，则这是目前为止，最后一个可以用于回退的任务
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lastValidTask = task
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lastValidTaskIndex = i
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statuses[i] = consts.ImageAudit_Rollbacked
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isActionInPassedStatus = false
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} else { // 否则，若动作链处于失败状态，则该任务已失效
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statuses[i] = consts.ImageAudit_Expired
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expiredTaskIds = append(expiredTaskIds, util.DerefString(task.ImageAuditTask.Id))
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}
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} else { // 若动作链检测到成功任务，则重置动作链任务态，并将最后有效任务标志为失效（它已不再用于回退）
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passTaskIds = append(passTaskIds, util.DerefString(task.ImageAuditTask.Id))
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statuses[i] = consts.ImageAudit_Passed
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isActionInPassedStatus = true
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if statuses[lastValidTaskIndex] == consts.ImageAudit_Rollbacked {
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statuses[lastValidTaskIndex] = consts.ImageAudit_Expired
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expiredTaskIds = append(expiredTaskIds, util.DerefString(action.TaskChain[lastValidTaskIndex].ImageAuditTask.Id))
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}
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}
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}
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// 判定任务链终态，终态非成功，执行回退操作，记录到数据库中
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if !action.IsPassed() {
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if err = executeRollBack(lastValidTask); err != nil {
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return
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}
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}
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// 更新所有任务状态
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if err = updatePassedTasks(passTaskIds); err != nil {
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return
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}
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if err = updateExpiredTasks(expiredTaskIds); err != nil {
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return
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}
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logger.Info("action statuses : %v", statuses)
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return
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}
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// 将图片审核结果copy到图片审核实体中
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func copyScanResultInfo(imageaudit *dbstruct.ImageAudit, result *imageaudit.ScanImageResponseBodyDataResults) (pass bool, err error) {
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pass = true
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for _, subresult := range result.SubResults {
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scene := ImageAuditScene(util.DerefString(subresult.Scene))
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switch scene {
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case Porn:
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imageaudit.PornSceneSuggestion = subresult.Suggestion
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imageaudit.PornSceneLabel = subresult.Label
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imageaudit.PornSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
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pass = pass && (util.StringsContains(PornPassLabels, util.DerefString(subresult.Label)))
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case Terrorism:
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imageaudit.TerrorismSceneSuggestion = subresult.Suggestion
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imageaudit.TerrorismSceneLabel = subresult.Label
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imageaudit.TerrorismSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
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pass = pass && (util.StringsContains(TerrorismPassLabels, util.DerefString(subresult.Label)))
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case Ad:
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imageaudit.AdSceneSuggestion = subresult.Suggestion
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imageaudit.AdSceneLabel = subresult.Label
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imageaudit.AdSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
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pass = pass && (util.StringsContains(AdPassLabels, util.DerefString(subresult.Label)))
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case Live:
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imageaudit.LiveSceneSuggestion = subresult.Suggestion
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imageaudit.LiveSceneLabel = subresult.Label
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imageaudit.LiveSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
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pass = pass && (util.StringsContains(LivePassLabels, util.DerefString(subresult.Label)))
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case Logo:
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imageaudit.LogoSceneSuggestion = subresult.Suggestion
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imageaudit.LogoSceneLabel = subresult.Label
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imageaudit.LogoSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
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pass = pass && (util.StringsContains(LogoPassLabels, util.DerefString(subresult.Label)))
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}
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}
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if pass {
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imageaudit.Status = goproto.Int64(consts.ImageAudit_Passed)
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} else {
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imageaudit.Status = goproto.Int64(consts.ImageAudit_Rejected)
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var bytes []byte
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bytes, err = json.Marshal(result)
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if err != nil {
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return
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}
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imageaudit.Details = &bytes
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}
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return
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}
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func executeRollBack(lastValidTask *ImageAuditTaskControlBlock) (err error) {
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ctx := &gin.Context{}
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if err = lastValidTask.RollbackFunc(); err != nil {
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logger.Error("Roll back taskId:%v fail:%v", util.DerefString(lastValidTask.ImageAuditTask.Id), err)
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if err = _DefaultImageAuditTask.OpUpdate(ctx, &imageaudittaskproto.OpUpdateReq{
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ImageAuditTask: &dbstruct.ImageAuditTask{
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Id: lastValidTask.ImageAuditTask.Id,
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Status: goproto.Int64(consts.ImageAudit_Failed),
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Remarks: goproto.String("任务审核失败，回退失败，请联系管理员排查"),
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},
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
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}
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return
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}
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if err = _DefaultImageAuditTask.OpUpdate(ctx, &imageaudittaskproto.OpUpdateReq{
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ImageAuditTask: &dbstruct.ImageAuditTask{
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Id: lastValidTask.ImageAuditTask.Id,
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Status: goproto.Int64(consts.ImageAudit_Rollbacked),
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Remarks: goproto.String("任务审核失败，已将字段回退至之前的版本"),
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},
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
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}
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return
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}
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func updatePassedTasks(passTaskIds []string) (err error) {
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ctx := &gin.Context{}
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if err = _DefaultImageAuditTask.OpUpdateByIds(ctx, &imageaudittaskproto.OpUpdateByIdsReq{
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ImageAuditTask: &dbstruct.ImageAuditTask{
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Status: goproto.Int64(consts.ImageAudit_Passed),
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Remarks: goproto.String("任务审核通过"),
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},
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Ids: passTaskIds,
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdateByIds fail: %v\n", err)
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return
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}
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return
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}
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func updateExpiredTasks(expiredTaskIds []string) (err error) {
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ctx := &gin.Context{}
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if err = _DefaultImageAuditTask.OpUpdateByIds(ctx, &imageaudittaskproto.OpUpdateByIdsReq{
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ImageAuditTask: &dbstruct.ImageAuditTask{
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Status: goproto.Int64(consts.ImageAudit_Expired),
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Remarks: goproto.String("该任务审核未通过，但之前已有对同字段的审核任务失败，或之后有对同字段的审核任务成功，该任务已失效"),
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},
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Ids: expiredTaskIds,
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdateByIds fail: %v\n", err)
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return
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}
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return
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}
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func handleBatchError(tasks []*ImageAuditTaskControlBlock, batchId string, _err error) (err error) {
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logger.Info("All tasks of this batchId: %v has failed, rolling back...", batchId)
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ctx := &gin.Context{}
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if err = _DefaultImageAudit.OpUpdateByBatchId(ctx, batchId, &dbstruct.ImageAudit{
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Status: goproto.Int64(consts.ImageAudit_ServiceFailed),
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Remarks: goproto.String("批次任务失败，原因详见task表"),
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdateByBatchId fail: %v\n", err)
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return
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}
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if err = _DefaultImageAuditTask.OpUpdateByBatchId(ctx, batchId, &dbstruct.ImageAuditTask{
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Status: goproto.Int64(consts.ImageAudit_ServiceFailed),
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Remarks: goproto.String(_err.Error()),
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}); err != nil {
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logger.Error("_DefaultImageAuditTask OpUpdateByBatchId fail: %v\n", err)
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return
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}
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// 回退
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for _, task := range tasks {
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if err = task.RollbackFunc(); err != nil {
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if err = _DefaultImageAuditTask.OpUpdate(ctx, &imageaudittaskproto.OpUpdateReq{
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ImageAuditTask: &dbstruct.ImageAuditTask{
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Id: task.ImageAuditTask.Id,
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Status: goproto.Int64(consts.ImageAudit_Failed),
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Remarks: goproto.String("任务审核失败，回退失败，请联系管理员排查"),
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},
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}); err != nil {
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logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
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}
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}
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}
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return
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}
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