339 lines
12 KiB
Go
339 lines
12 KiB
Go
package imageaudit
|
||
|
||
import (
|
||
"encoding/json"
|
||
"service/api/consts"
|
||
imageauditproto "service/api/proto/imageaudit/proto"
|
||
imageaudittaskproto "service/api/proto/imageaudittask/proto"
|
||
"service/bizcommon/util"
|
||
"service/dbstruct"
|
||
"service/library/logger"
|
||
"service/library/mediafiller"
|
||
|
||
imageaudit "github.com/alibabacloud-go/imageaudit-20191230/v3/client"
|
||
teautils "github.com/alibabacloud-go/tea-utils/v2/service"
|
||
"github.com/alibabacloud-go/tea/tea"
|
||
goproto "google.golang.org/protobuf/proto"
|
||
|
||
"github.com/gin-gonic/gin"
|
||
)
|
||
|
||
// 图像审核主逻辑
|
||
func executeImageAuditTasks(tasks []*ImageAuditTaskControlBlock, batchId string) (err error) {
|
||
|
||
if len(tasks) == 0 {
|
||
return
|
||
}
|
||
|
||
logger.Info("Image audit batch started, batchId : %v, task number : %v\n", batchId, len(tasks))
|
||
|
||
// 1.创建请求
|
||
req, taskMap, actionMap, err := createScanImageRequest(tasks, batchId)
|
||
if err != nil {
|
||
logger.Info("Create Scan ImageRequest fail: %v", err)
|
||
return
|
||
}
|
||
|
||
// 2.调用阿里的服务,收到应答
|
||
runtime := &teautils.RuntimeOptions{
|
||
ConnectTimeout: tea.Int(30000),
|
||
}
|
||
_result, err := defaultImageAuditClient.ScanImageWithOptions(req, runtime)
|
||
if err != nil {
|
||
logger.Error("ScanImageWithOptions fail : %v", err)
|
||
}
|
||
|
||
// 3.处理应答
|
||
err = handleScanImageResponse(_result, batchId, taskMap, actionMap)
|
||
|
||
return
|
||
|
||
}
|
||
|
||
func createScanImageRequest(tasks []*ImageAuditTaskControlBlock, batchId string) (request *imageaudit.ScanImageRequest,
|
||
taskMap map[int]*ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction, err error) {
|
||
|
||
ctx := &gin.Context{}
|
||
// todo:taskMap其实可以删掉
|
||
taskMap = make(map[int]*ImageAuditTaskControlBlock) // 图像审核索引号-task的map
|
||
actionMap = make(map[string]*ImageAuditAction) // 动作Id号-action的map
|
||
|
||
// 1.获取所有图像信息
|
||
offset := 0
|
||
images := make([]mediafiller.MediaFillable, 0)
|
||
for _, task := range tasks {
|
||
// 写map记录
|
||
if actionMap[task.ActionId] == nil { // 写入actionMap
|
||
actionMap[task.ActionId] = NewImageAuditAction()
|
||
}
|
||
actionMap[task.ActionId].Record(task)
|
||
|
||
//获取图像
|
||
for _, image := range task.Images {
|
||
images = append(images, image)
|
||
taskMap[offset] = task
|
||
offset++
|
||
}
|
||
}
|
||
mediafiller.FillList(ctx, images)
|
||
|
||
// 2.打包图像url及图像审核id，转成ScanImageRequest
|
||
reqTasks := make([]*imageaudit.ScanImageRequestTask, 0)
|
||
for _, task := range tasks {
|
||
if util.DerefInt64(task.ImageAuditTask.IsFragmented) == 1 {
|
||
imageauditIds := util.DerefStringSlice(task.ImageAuditTask.ImageAuditFragmentIds)
|
||
for i := range task.Images {
|
||
reqTasks = append(reqTasks, &imageaudit.ScanImageRequestTask{
|
||
DataId: goproto.String(imageauditIds[i]),
|
||
ImageURL: goproto.String(task.Images[i].Images[0].Urls[0]),
|
||
})
|
||
}
|
||
} else {
|
||
reqTasks = append(reqTasks, &imageaudit.ScanImageRequestTask{
|
||
DataId: task.ImageAuditTask.ImageAuditId,
|
||
ImageURL: goproto.String(task.Images[0].Images[0].Urls[0]),
|
||
})
|
||
}
|
||
|
||
}
|
||
|
||
request = &imageaudit.ScanImageRequest{
|
||
Scene: scenes,
|
||
Task: reqTasks,
|
||
}
|
||
logger.Info("本次打包:%v", reqTasks)
|
||
return
|
||
}
|
||
|
||
func handleScanImageResponse(resp *imageaudit.ScanImageResponse, batchId string, taskMap map[int]*ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction) (err error) {
|
||
results := resp.Body.Data.Results
|
||
for i, result := range results {
|
||
isTaskCompleted := false
|
||
isActionCompleted := false
|
||
action := &ImageAuditAction{}
|
||
|
||
// 1.dataId是imageaudit表主键Id, 唯一标识一次对单张图片的图像审核
|
||
dataId := util.DerefString(result.DataId)
|
||
|
||
// 2.立即在imageaudit-imageaudit中更新该次审核结果
|
||
pass, err := handleImageAudit(dataId, result)
|
||
if err != nil {
|
||
logger.Error("handleImageAudit fail: %v", err)
|
||
}
|
||
|
||
// 3.取dataId前19位为taskId，反查得到那一次task
|
||
task := taskMap[i]
|
||
|
||
// 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)
|
||
isTaskCompleted = handleTask(task, pass)
|
||
|
||
// 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
|
||
if isTaskCompleted {
|
||
isActionCompleted, action = handleTaskAction(task, actionMap)
|
||
}
|
||
|
||
// 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
|
||
if isActionCompleted {
|
||
if err = finalizeTask(action); err != nil {
|
||
logger.Error("finalizeTask fail: %v", err)
|
||
}
|
||
}
|
||
}
|
||
return
|
||
}
|
||
|
||
func handleImageAudit(dataId string, result *imageaudit.ScanImageResponseBodyDataResults) (pass bool, err error) {
|
||
ctx := &gin.Context{}
|
||
imageaudit := &dbstruct.ImageAudit{
|
||
Id: goproto.String(dataId),
|
||
}
|
||
pass, err = copyScanResultInfo(imageaudit, result)
|
||
if err != nil {
|
||
logger.Error("Copy Scan Result Info fail: %v\n", err)
|
||
return
|
||
}
|
||
if err = _DefaultImageAudit.OpUpdate(ctx, &imageauditproto.OpUpdateReq{
|
||
ImageAudit: imageaudit,
|
||
}); err != nil {
|
||
logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
|
||
return
|
||
}
|
||
return
|
||
}
|
||
|
||
// 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
|
||
func handleTask(task *ImageAuditTaskControlBlock, pass bool) (isTaskCompleted bool) {
|
||
task.IsTaskPassed = task.IsTaskPassed && pass
|
||
task.AuditedFragmentsNum++
|
||
|
||
return task.AuditedFragmentsNum == int(util.DerefInt64(task.ImageAuditTask.FragmentsNum))
|
||
}
|
||
|
||
// 通过task的actionId查出action, 通知该task已完成
|
||
func handleTaskAction(task *ImageAuditTaskControlBlock, actionMap map[string]*ImageAuditAction) (isActionCompleted bool, action *ImageAuditAction) {
|
||
action = actionMap[task.ActionId]
|
||
action.AuditedTaskNum++
|
||
|
||
isActionCompleted = action.TaskNum == action.AuditedTaskNum
|
||
return
|
||
|
||
}
|
||
|
||
// 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
|
||
func finalizeTask(action *ImageAuditAction) (err error) {
|
||
|
||
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
|
||
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
|
||
passTaskIds := make([]string, 0) // 所有已审核成功的任务的taskId
|
||
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
|
||
statuses := make([]int64, len(action.TaskChain)) // 所有任务的终态状态，成功，回退，或失效
|
||
isActionInPassedStatus := true // 当前动作链是否处于成功中
|
||
for i, task := range action.TaskChain {
|
||
if !task.IsTaskPassed { // 动作链检测到失败任务
|
||
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
|
||
lastValidTask = task
|
||
lastValidTaskIndex = i
|
||
statuses[i] = consts.ImageAudit_Rollbacked
|
||
isActionInPassedStatus = false
|
||
} else { // 否则，若动作链处于失败状态，则该任务已失效
|
||
statuses[i] = consts.ImageAudit_Expired
|
||
expiredTaskIds = append(expiredTaskIds, util.DerefString(task.ImageAuditTask.Id))
|
||
}
|
||
} 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）
|
||
passTaskIds = append(passTaskIds, util.DerefString(task.ImageAuditTask.Id))
|
||
statuses[i] = consts.ImageAudit_Passed
|
||
isActionInPassedStatus = true
|
||
if statuses[lastValidTaskIndex] == consts.ImageAudit_Rollbacked {
|
||
statuses[lastValidTaskIndex] = consts.ImageAudit_Expired
|
||
expiredTaskIds = append(expiredTaskIds, util.DerefString(action.TaskChain[lastValidTaskIndex].ImageAuditTask.Id))
|
||
}
|
||
}
|
||
}
|
||
|
||
// 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
|
||
if !action.IsPassed() {
|
||
if err = executeRollBack(lastValidTask); err != nil {
|
||
return
|
||
}
|
||
}
|
||
|
||
// 更新所有任务状态
|
||
if err = updatePassedTasks(passTaskIds); err != nil {
|
||
return
|
||
}
|
||
if err = updateExpiredTasks(expiredTaskIds); err != nil {
|
||
return
|
||
}
|
||
|
||
logger.Info("action statuses : %v", statuses)
|
||
|
||
return
|
||
}
|
||
|
||
// 将图片审核结果copy到图片审核实体中
|
||
func copyScanResultInfo(imageaudit *dbstruct.ImageAudit, result *imageaudit.ScanImageResponseBodyDataResults) (pass bool, err error) {
|
||
|
||
pass = true
|
||
for _, subresult := range result.SubResults {
|
||
scene := ImageAuditScene(util.DerefString(subresult.Scene))
|
||
switch scene {
|
||
case Porn:
|
||
imageaudit.PornSceneSuggestion = subresult.Suggestion
|
||
imageaudit.PornSceneLabel = subresult.Label
|
||
imageaudit.PornSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
|
||
pass = pass && (util.StringsContains(PornPassLabels, util.DerefString(subresult.Label)))
|
||
case Terrorism:
|
||
imageaudit.TerrorismSceneSuggestion = subresult.Suggestion
|
||
imageaudit.TerrorismSceneLabel = subresult.Label
|
||
imageaudit.TerrorismSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
|
||
pass = pass && (util.StringsContains(TerrorismPassLabels, util.DerefString(subresult.Label)))
|
||
case Ad:
|
||
imageaudit.AdSceneSuggestion = subresult.Suggestion
|
||
imageaudit.AdSceneLabel = subresult.Label
|
||
imageaudit.AdSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
|
||
pass = pass && (util.StringsContains(AdPassLabels, util.DerefString(subresult.Label)))
|
||
case Live:
|
||
imageaudit.LiveSceneSuggestion = subresult.Suggestion
|
||
imageaudit.LiveSceneLabel = subresult.Label
|
||
imageaudit.LiveSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
|
||
pass = pass && (util.StringsContains(LivePassLabels, util.DerefString(subresult.Label)))
|
||
case Logo:
|
||
imageaudit.LogoSceneSuggestion = subresult.Suggestion
|
||
imageaudit.LogoSceneLabel = subresult.Label
|
||
imageaudit.LogoSceneRate = goproto.Float64(float64(util.DerefFloat32(subresult.Rate)))
|
||
pass = pass && (util.StringsContains(LogoPassLabels, util.DerefString(subresult.Label)))
|
||
}
|
||
|
||
}
|
||
|
||
if pass {
|
||
imageaudit.Status = goproto.Int64(consts.ImageAudit_Passed)
|
||
} else {
|
||
imageaudit.Status = goproto.Int64(consts.ImageAudit_Rejected)
|
||
var bytes []byte
|
||
bytes, err = json.Marshal(result)
|
||
if err != nil {
|
||
return
|
||
}
|
||
imageaudit.Details = &bytes
|
||
}
|
||
return
|
||
}
|
||
|
||
func executeRollBack(lastValidTask *ImageAuditTaskControlBlock) (err error) {
|
||
ctx := &gin.Context{}
|
||
if err = lastValidTask.RollbackFunc(); err != nil {
|
||
logger.Error("Roll back taskId:%v fail:%v", util.DerefString(lastValidTask.ImageAuditTask.Id), err)
|
||
if err = _DefaultImageAuditTask.OpUpdate(ctx, &imageaudittaskproto.OpUpdateReq{
|
||
ImageAuditTask: &dbstruct.ImageAuditTask{
|
||
Id: lastValidTask.ImageAuditTask.Id,
|
||
Status: goproto.Int64(consts.ImageAudit_Failed),
|
||
Remarks: goproto.String("任务审核失败，回退失败，请联系管理员排查"),
|
||
},
|
||
}); err != nil {
|
||
logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
|
||
}
|
||
return
|
||
}
|
||
if err = _DefaultImageAuditTask.OpUpdate(ctx, &imageaudittaskproto.OpUpdateReq{
|
||
ImageAuditTask: &dbstruct.ImageAuditTask{
|
||
Id: lastValidTask.ImageAuditTask.Id,
|
||
Status: goproto.Int64(consts.ImageAudit_Rollbacked),
|
||
Remarks: goproto.String("任务审核失败，已将字段回退至之前的版本"),
|
||
},
|
||
}); err != nil {
|
||
logger.Error("_DefaultImageAudit OpUpdate fail: %v\n", err)
|
||
}
|
||
return
|
||
}
|
||
|
||
func updatePassedTasks(passTaskIds []string) (err error) {
|
||
ctx := &gin.Context{}
|
||
if err = _DefaultImageAuditTask.OpUpdateByIds(ctx, &imageaudittaskproto.OpUpdateByIdsReq{
|
||
ImageAuditTask: &dbstruct.ImageAuditTask{
|
||
Status: goproto.Int64(consts.ImageAudit_Passed),
|
||
Remarks: goproto.String("任务审核通过"),
|
||
},
|
||
Ids: passTaskIds,
|
||
}); err != nil {
|
||
logger.Error("_DefaultImageAudit OpUpdateByIds fail: %v\n", err)
|
||
return
|
||
}
|
||
return
|
||
}
|
||
|
||
func updateExpiredTasks(expiredTaskIds []string) (err error) {
|
||
ctx := &gin.Context{}
|
||
if err = _DefaultImageAuditTask.OpUpdateByIds(ctx, &imageaudittaskproto.OpUpdateByIdsReq{
|
||
ImageAuditTask: &dbstruct.ImageAuditTask{
|
||
Status: goproto.Int64(consts.ImageAudit_Expired),
|
||
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"),
|
||
},
|
||
Ids: expiredTaskIds,
|
||
}); err != nil {
|
||
logger.Error("_DefaultImageAudit OpUpdateByIds fail: %v\n", err)
|
||
return
|
||
}
|
||
return
|
||
}
|