package main
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import (
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"bufio"
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"context"
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"fmt"
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"io/ioutil"
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"os"
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"unsafe"
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"basic.com/libgowrapper/sdkhelper.git"
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"basic.com/valib/gogpu.git"
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"basic.com/pubsub/protomsg.git"
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"basic.com/valib/godraw.git"
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"basic.com/valib/deliver.git"
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"github.com/gogo/protobuf/proto"
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)
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type reid struct {
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handle *ReID
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fnLogger func(...interface{})
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gpu int
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ipc string
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}
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// Create Reid
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func Create(config string, typ, id string, gpu int, shm bool, ipc2Rule string, ruleMaxSize int, fn func(...interface{}), reserved map[string]interface{}) interface{} {
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cfg, err := sdkhelper.ReadConfig(config)
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if err != nil {
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fn("Reid SDK Create Error When Read Config: ", err)
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return nil
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}
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sModel, sGPU, sIPC :=
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"reid-model",
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"gpu-memory",
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"ipc-url"
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params := []string{sModel, sGPU, sIPC}
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for _, v := range params {
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if _, ok := cfg.Param[v]; !ok {
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fn("Reid SDK Create Error Because of Param Not Found: ", v)
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return nil
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}
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}
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gpuM := sdkhelper.Atoi(cfg.Param[sGPU])
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rGPU := gpu
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if rGPU == -1 {
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rGPU = gogpu.ValidGPU(gpuM + 512)
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}
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handle := NewSDK(rGPU, cfg.Param[sModel])
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if handle == nil {
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fn("Reid SDK Create Error When New SDK")
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return nil
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}
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return &reid{
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handle: handle,
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fnLogger: fn,
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gpu: rGPU,
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ipc: cfg.Param[sIPC],
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}
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}
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// Run run
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func Run(ctx context.Context, i interface{}) {
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s := i.(*reid)
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c := deliver.NewClient(deliver.ReqRep, s.ipc)
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var msg []byte
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var err error
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for {
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select {
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case <-ctx.Done():
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return
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default:
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msg, err = c.Recv()
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if err != nil {
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continue
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}
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i := &protomsg.Image{}
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err := proto.Unmarshal(msg, i)
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if err != nil {
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s.fnLogger("REID~~~~~~protobuf decode CameraImage error: ", err)
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continue
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}
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if i.Data == nil {
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s.fnLogger("REID~~~~~~protomsg.Image data null")
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continue
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}
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s.fnLogger("REID~~~~~~Recv Image:", len(i.Data))
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/////////////////////////////////
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if jpg, err := godraw.ToJpeg(i.Data, int(i.Width), int(i.Height), nil); err == nil {
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ioutil.WriteFile("./pic.jpg", jpg, 0644)
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}
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/////////////////////////////////
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feat := s.handle.Extract2(unsafe.Pointer(&i.Data[0]), int(i.Width), int(i.Height), 3)
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if feat == nil {
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// feat = make([]float32, 1)
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} else {
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for k := 0; k < 3; k++ {
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s.fnLogger("REID~~~~~~extractor---human_feats------%f", feat[k+2000])
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}
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s.fnLogger("REID~~~~~~Run Reid Use GPU: ", s.gpu)
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/////////////////////////////////
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if f, err := os.Create("./origin-feat.txt"); err == nil {
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defer f.Close()
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w := bufio.NewWriter(f)
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for k, v := range feat {
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lineStr := fmt.Sprintf("%d->%f", k, v)
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fmt.Fprintln(w, lineStr)
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}
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w.Flush()
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}
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/////////////////////////////////
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}
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buf := float32SliceAsByteSlice(feat)
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ioutil.WriteFile("./feat.txt", buf, 0644)
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c.Send(buf)
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}
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}
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}
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func float32SliceAsByteSlice(src []float32) []byte {
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if len(src) == 0 {
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return nil
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}
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l := len(src) * 4
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ptr := unsafe.Pointer(&src[0])
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return (*[1 << 26]byte)((*[1 << 26]byte)(ptr))[:l:l]
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}
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