| | |
| | | import ( |
| | | "basic.com/pubsub/protomsg.git" |
| | | "basic.com/valib/deliver.git" |
| | | "encoding/base64" |
| | | "fmt" |
| | | "github.com/gogo/protobuf/proto" |
| | | "github.com/pierrec/lz4" |
| | | "github.com/pkg/errors" |
| | | "github.com/satori/go.uuid" |
| | | "gocv.io/x/gocv" |
| | | "io/ioutil" |
| | | "mime/multipart" |
| | | "image" |
| | | "sync" |
| | | "time" |
| | | "webserver/extend/logger" |
| | | "webserver/extend/util" |
| | | ) |
| | | |
| | | type FaceSdkService struct { |
| | | File *multipart.File |
| | | Id string |
| | | File []byte |
| | | Id int64 |
| | | Result []*protomsg.ResultFaceDetect |
| | | DeadTime time.Duration |
| | | } |
| | | |
| | | const ( |
| | | Ipc_Push_Ext = "_2.ipc" |
| | | Ipc_Pull_Ext = "_1.ipc" |
| | | Ipc_Url_Pre = "ipc:///tmp///" |
| | | faceExtractWebCID = "virtual-face-extract-web-camera-id" |
| | | Virtual_FaceTaskId = "92496BDF-2BFA-98F2-62E8-96DD9866ABD2" |
| | | Virtual_FaceSdkId = "virtual-faceextract-sdk-pull" |
| | | Url_Service_PUSH = Ipc_Url_Pre + Virtual_FaceSdkId + Ipc_Push_Ext |
| | | Url_Service_PULL = Ipc_Url_Pre + Virtual_FaceSdkId + Ipc_Pull_Ext |
| | | ) |
| | | |
| | | func NewFaceSdkService(file multipart.File) FaceSdkService{ |
| | | func GetFaceFeaFromSdk(fileBytes []byte,deadTime time.Duration) ([]*protomsg.ResultFaceDetect,error,*protomsg.Image){ |
| | | t1 := time.Now() |
| | | s := NewFaceSdkService(fileBytes, deadTime) |
| | | i, err := s.ReadFromUploadImg() |
| | | logger.Debug("ReadFromUploadImg用时:", time.Since(t1)) |
| | | t1 = time.Now() |
| | | if err !=nil{ |
| | | logger.Debug("readFromUploadImg err:",err) |
| | | return nil,err,i |
| | | } |
| | | bc, err := ImgCompress(i) |
| | | logger.Debug("ImgCompress用时:", time.Since(t1)) |
| | | t1 = time.Now() |
| | | if err !=nil { |
| | | logger.Debug("ImgCompress err:",err) |
| | | return nil,err,i |
| | | } |
| | | s.PushImgMsg(bc) |
| | | logger.Debug("PushImgMsg用时:", time.Since(t1)) |
| | | t1 = time.Now() |
| | | s.GetFaceFea() |
| | | logger.Debug("GetFaceFea用时:", time.Since(t1)) |
| | | if s.Result == nil{ |
| | | return nil,errors.New("no fea"),i |
| | | } else { |
| | | return s.Result,nil,i |
| | | } |
| | | } |
| | | |
| | | func NewFaceSdkService(fileBytes []byte, deadTime time.Duration) FaceSdkService{ |
| | | return FaceSdkService{ |
| | | File:&file, |
| | | Id:uuid.NewV4().String(), |
| | | File:fileBytes, |
| | | Id:time.Now().UnixNano(), |
| | | DeadTime:deadTime, |
| | | } |
| | | } |
| | | |
| | |
| | | |
| | | i := readTestImgFile() |
| | | |
| | | fmt.Printf("width:%d,height:%d,data.length:%d,timestamp:%s,id:%d\n",i.Width,i.Height,len(i.Data),i.Timestamp,i.Id) |
| | | logger.Debug("width:%d,height:%d,data.length:%d,timestamp:%s,id:%d\n",i.Width,i.Height,len(i.Data),i.Timestamp,i.Id) |
| | | |
| | | bc, err := ImgCompress(&i) |
| | | if err !=nil { |
| | | fmt.Println("image is not compressible") |
| | | logger.Debug("image is not compressible") |
| | | } else { |
| | | var s FaceSdkService |
| | | s.PushImgMsg(bc) |
| | |
| | | } |
| | | |
| | | func (s *FaceSdkService) ReadFromUploadImg() (*protomsg.Image,error){ |
| | | defer (*(s.File)).Close() |
| | | imgB, err := ioutil.ReadAll(*(s.File)) |
| | | if err !=nil{ |
| | | fmt.Println("File.Read err:",err) |
| | | return nil,err |
| | | } |
| | | |
| | | fmt.Println("imgB.len:",len(imgB)) |
| | | |
| | | picMat, err := gocv.IMDecode(imgB, gocv.IMReadColor) |
| | | picMat, err := gocv.IMDecode(s.File, gocv.IMReadColor) |
| | | if err !=nil { |
| | | fmt.Println("gocv.IMDecode err:",err) |
| | | logger.Debug("gocv.IMDecode err:",err) |
| | | return nil,err |
| | | } |
| | | logger.Debug("picMat.Data.len:", len(picMat.ToBytes())) |
| | | newMat := gocv.NewMat() |
| | | size := 1024 |
| | | if picMat.Rows() > size || picMat.Cols() > size { |
| | | fx := float64(size)/float64(picMat.Rows()) |
| | | fy := float64(size)/float64(picMat.Cols()) |
| | | ff := fx |
| | | if fx > fy{ |
| | | ff = fy |
| | | } |
| | | gocv.Resize(picMat,&newMat, image.Pt(0,0), ff, ff, gocv.InterpolationDefault) |
| | | picMat = newMat |
| | | } |
| | | |
| | | defer picMat.Close() |
| | | |
| | | if picMat.Empty() { |
| | | fmt.Println("file not exist") |
| | | logger.Debug("file not exist") |
| | | return nil,errors.New("picMat is empty") |
| | | } |
| | | height := int32(picMat.Rows()) |
| | | width := int32(picMat.Cols()) |
| | | //data := picMat.ToBytes() |
| | | data := picMat.ToBytes() |
| | | timeUnix := time.Now().Unix() |
| | | formatTimeStr := time.Unix(timeUnix, 0).Format("2006-01-02 15:04:05") |
| | | |
| | |
| | | Width: width, |
| | | Height: height, |
| | | Timestamp: formatTimeStr, |
| | | Data: imgB, |
| | | Id: timeUnix, |
| | | Cid:s.Id, |
| | | Data: data, |
| | | Id: s.Id, |
| | | Cid: faceExtractWebCID, |
| | | },nil |
| | | } |
| | | |
| | | func ImgCompress(i *protomsg.Image) ([]byte,error){ |
| | | if b, err := proto.Marshal(i); err != nil { |
| | | fmt.Println("protoImage marshal err") |
| | | logger.Debug("protoImage marshal err") |
| | | return nil,err |
| | | } else { |
| | | bc := make([]byte, len(b)) |
| | | ht := make([]int, 64<<10) |
| | | n, err := lz4.CompressBlock(b, bc, ht) |
| | | if err != nil { |
| | | fmt.Println(err) |
| | | logger.Debug(err) |
| | | return nil,err |
| | | } |
| | | if n >= len(b) { |
| | | fmt.Println("image is not compressible") |
| | | logger.Debug("image is not compressible") |
| | | return nil,errors.New("compressed len is 0") |
| | | } |
| | | bc = bc[:n] |
| | |
| | | } |
| | | } |
| | | |
| | | func (s *FaceSdkService) GetFaceFea() (feas []*protomsg.ResultFaceExtCom,err error){ |
| | | func (s *FaceSdkService) GetFaceFea(){ |
| | | var wg sync.WaitGroup |
| | | wg.Add(1) |
| | | ch := make(chan []*protomsg.ResultFaceExtCom,0) |
| | | go func() { |
| | | ticker := time.NewTicker(s.DeadTime) |
| | | go func(ticker *time.Ticker, s *FaceSdkService) { |
| | | defer ticker.Stop() |
| | | defer wg.Done() |
| | | |
| | | for { |
| | | select { |
| | | case <-time.Tick(time.Second*5): |
| | | fmt.Println("倒计时结束") |
| | | ch <- nil |
| | | wg.Done() |
| | | case <-ticker.C: |
| | | return |
| | | default: |
| | | if feas,ok := resultMap[s.Id];ok { |
| | | fmt.Println("faceFea got!!!") |
| | | ch <- feas |
| | | if faces,ok := resultMap.Get(s.Id);ok { |
| | | s.Result = faces |
| | | return |
| | | } else { |
| | | fmt.Println("尚未拿到fea") |
| | | } |
| | | } |
| | | } |
| | | }() |
| | | fmt.Println("wa.Wait") |
| | | }(ticker, s) |
| | | wg.Wait() |
| | | fmt.Println("<-ch") |
| | | msg := <- ch |
| | | if msg != nil { |
| | | return msg,nil |
| | | } else { |
| | | return msg,errors.New("no fea") |
| | | } |
| | | } |
| | | |
| | | func readTestImgFile() protomsg.Image{ |
| | |
| | | defer picMat.Close() |
| | | |
| | | if picMat.Empty() { |
| | | fmt.Println("file not exist") |
| | | logger.Debug("file not exist") |
| | | return i |
| | | } |
| | | height := int32(picMat.Rows()) |
| | |
| | | Id: timeUnix, |
| | | } |
| | | i.Cid = uuid.NewV4().String() //数据唯一id |
| | | fmt.Println("gocv read img completed") |
| | | logger.Debug("gocv read img completed") |
| | | return i |
| | | } |
| | | |
| | |
| | | imgPushChan <- is |
| | | } |
| | | |
| | | var resultMap map[string][]*protomsg.ResultFaceExtCom |
| | | type FeaResult struct { |
| | | FaceM map[int64][]*protomsg.ResultFaceDetect |
| | | Lock sync.Mutex |
| | | } |
| | | |
| | | func (f *FeaResult) Write(id int64,faceDetectResult []*protomsg.ResultFaceDetect){ |
| | | f.Lock.Lock() |
| | | defer f.Lock.Unlock() |
| | | f.FaceM[id] = faceDetectResult |
| | | } |
| | | |
| | | func (f *FeaResult) Get(id int64) ([]*protomsg.ResultFaceDetect,bool){ |
| | | f.Lock.Lock() |
| | | defer f.Lock.Unlock() |
| | | coms,ok := f.FaceM[id] |
| | | return coms,ok |
| | | } |
| | | |
| | | func (f *FeaResult) Delete(id int64){ |
| | | f.Lock.Lock() |
| | | defer f.Lock.Unlock() |
| | | delete(f.FaceM,id) |
| | | } |
| | | |
| | | var resultMap = FeaResult{} |
| | | |
| | | func InitService() { |
| | | fmt.Println("service init!") |
| | | logger.Debug("service init!") |
| | | imgPushChan = make(chan []byte) |
| | | |
| | | resultMap = make(map[string][]*protomsg.ResultFaceExtCom,0) |
| | | |
| | | resultMap.FaceM = make(map[int64][]*protomsg.ResultFaceDetect,0) |
| | | client_push = deliver.NewClient(deliver.PushPull, Url_Service_PUSH) |
| | | client_pull = deliver.NewClient(deliver.PushPull, Url_Service_PULL) |
| | | defer func() { |
| | |
| | | for { |
| | | select { |
| | | case d := <-imgPushChan: |
| | | fmt.Println("imgPushChan in") |
| | | logger.Debug("imgPushChan in") |
| | | err := client_push.Send(d) |
| | | if err != nil { |
| | | fmt.Println("img Send err:", err) |
| | | logger.Debug("img Send err:", err) |
| | | } |
| | | default: |
| | | //fmt.Println("no img in") |
| | | //logger.Debug("no img in") |
| | | } |
| | | } |
| | | } |
| | |
| | | for { |
| | | resultBytes, err := client_pull.Recv() |
| | | if err != nil { |
| | | //fmt.Println("pull err:", err) |
| | | //logger.Debug("pull err:", err) |
| | | continue |
| | | } |
| | | rMsg := protomsg.SdkMessage{} |
| | | if err := proto.Unmarshal(resultBytes, &rMsg); err == nil { |
| | | fmt.Println("received MSG:", rMsg.Cid) |
| | | perId := rMsg.Cid //数据id |
| | | i := protomsg.Image{} |
| | | bdata, err := util.UnCompress(rMsg.Data) |
| | | if err !=nil { |
| | | logger.Debug("uncompress err:",err) |
| | | continue |
| | | } |
| | | err = proto.Unmarshal(bdata, &i) |
| | | if err !=nil { |
| | | continue |
| | | } |
| | | perId := i.Id //数据id |
| | | if rMsg.Tasklab != nil && rMsg.Tasklab.Taskid == Virtual_FaceTaskId { |
| | | sdkInfos := rMsg.Tasklab.Sdkinfos |
| | | |
| | | fmt.Println("Len(sdkInfos)=",len(sdkInfos)) |
| | | logger.Debug("Len(sdkInfos)=",len(sdkInfos)) |
| | | for _,swt :=range sdkInfos{ |
| | | //人脸检测的结果 |
| | | if swt.Sdktype =="FaceDetect"{ |
| | | fmt.Println("人脸检测结果") |
| | | var pfp protomsg.ParamFacePos |
| | | err := proto.Unmarshal(swt.Sdkdata, &pfp) |
| | | if err !=nil { |
| | | fmt.Println("faceDetect result unmarshal err:",err) |
| | | } else { |
| | | for _,face :=range pfp.Faces{ |
| | | fmt.Println("FacePos:",face.Pos) |
| | | fmt.Println("ThftResult:",face.Result) |
| | | } |
| | | } |
| | | } |
| | | if swt.Sdktype == "FaceExtract"{ |
| | | var pff protomsg.ParamFaceFeature |
| | | if err := proto.Unmarshal(swt.Sdkdata, &pff);err !=nil{ |
| | | //fmt.Println("ParamFaceFeature unmarshal err:",err) |
| | | } else { |
| | | fmt.Println("目标数:",len(pff.ExtComp)) |
| | | if len(pff.ExtComp) >0 { |
| | | resultMap[rMsg.Cid] = pff.ExtComp |
| | | |
| | | for _,fea :=range pff.ExtComp{ |
| | | base64Fea := base64.StdEncoding.EncodeToString(fea.Feats) |
| | | fmt.Println("perId:",perId) |
| | | fmt.Println("faceFeature:",base64Fea) |
| | | logger.Debug("人脸检测结果长度:",len(swt.Sdkdata)) |
| | | if len(swt.Sdkdata)>1{ |
| | | var pfp protomsg.ParamFacePos |
| | | err := proto.Unmarshal(swt.Sdkdata, &pfp) |
| | | if err !=nil { |
| | | logger.Debug("faceDetect result unmarshal err:",err) |
| | | } else { |
| | | logger.Debug("检测人脸数:",len(pfp.Faces)) |
| | | if len(pfp.Faces)>0{ |
| | | resultMap.Write(perId,pfp.Faces) |
| | | } |
| | | //for _,face :=range pfp.Faces{ |
| | | //logger.Debug("FacePos:",face.Pos) |
| | | //logger.Debug("ThftResult:",face.Result) |
| | | // base64Fea := base64.StdEncoding.EncodeToString(face.Feats) |
| | | // logger.Debug("perId:",perId) |
| | | // logger.Debug("faceFeature:",base64Fea) |
| | | //} |
| | | } |
| | | } |
| | | break |
| | |
| | | } |
| | | } |
| | | } else { |
| | | fmt.Println("recv msg Err:", err) |
| | | logger.Debug("recv msg Err:", err) |
| | | } |
| | | |
| | | } |