Files
AI-tianyan/internal/infer/client.go
master 97a77d4745 fix: 修复6个边缘侧问题 + 单元测试
1. 删除 ConfigAgent (与 MQTT 配置更新重叠且未启用)
2. OTA 完整安装流程: 解压tar.gz -> 校验ELF -> 替换二进制 -> systemctl重启
3. StreamManager stopAll 添加 Wait() 防止僵尸进程
4. InferClient socket 读写添加 timeout 防止永久阻塞
5. Heartbeat 集成 NPU 监控 (npu-smi + fallback 脚本)
6. 配置更新时动态重启 ffmpeg 以应用新 fps
2026-05-08 23:58:08 +08:00

258 lines
5.8 KiB
Go

package infer
import (
"context"
"crypto/rand"
"encoding/base64"
"encoding/binary"
"encoding/hex"
"encoding/json"
"fmt"
"io"
"log"
"net"
"sync"
"time"
"tianyan-edge/internal/config"
"tianyan-edge/internal/event"
"tianyan-edge/internal/stream"
)
type frameMsg struct {
StreamID int `json:"stream_id"`
DeviceID string `json:"device_id"`
URL string `json:"url"`
TS float64 `json:"ts"`
JPEGB64 string `json:"jpeg_b64"`
}
type detection struct {
Class string `json:"class"`
Conf float64 `json:"conf"`
BBox []float64 `json:"bbox"`
}
type resultMsg struct {
StreamID int `json:"stream_id"`
DeviceID string `json:"device_id"`
TS float64 `json:"ts"`
Detections []detection `json:"detections"`
}
type dedupState struct {
mu sync.Mutex
seen map[string]float64
}
type Client struct {
cfg *config.Config
frames <-chan stream.Frame
events chan<- event.SuspectedEvent
dedup *dedupState
updates <-chan *config.Config
}
func NewClient(cfg *config.Config, frames <-chan stream.Frame, events chan<- event.SuspectedEvent, updates <-chan *config.Config) *Client {
return &Client{
cfg: cfg,
frames: frames,
events: events,
dedup: &dedupState{seen: make(map[string]float64)},
updates: updates,
}
}
func (c *Client) Run(ctx context.Context) {
var wg sync.WaitGroup
// Worker management loop
numWorkers := c.cfg.InferWorkers
activeWorkers := make([]context.CancelFunc, numWorkers)
for i := 0; i < numWorkers; i++ {
workerCtx, cancel := context.WithCancel(ctx)
activeWorkers[i] = cancel
wg.Add(1)
go func(id int, wCtx context.Context) {
defer wg.Done()
c.workerLoop(wCtx, id)
}(i, workerCtx)
}
for {
select {
case <-ctx.Done():
for _, cancel := range activeWorkers {
cancel()
}
wg.Wait()
return
case newCfg := <-c.updates:
c.cfg = newCfg
target := c.cfg.InferWorkers
if target < 0 {
target = 0
}
// Scale up
for i := len(activeWorkers); i < target; i++ {
workerCtx, cancel := context.WithCancel(ctx)
activeWorkers = append(activeWorkers, cancel)
wg.Add(1)
go func(id int, wCtx context.Context) {
defer wg.Done()
c.workerLoop(wCtx, id)
}(i, workerCtx)
}
// Scale down
if target < len(activeWorkers) {
for i := target; i < len(activeWorkers); i++ {
activeWorkers[i]()
}
activeWorkers = activeWorkers[:target]
}
log.Printf("infer: workers scaled to %d", target)
}
}
}
func (c *Client) workerLoop(ctx context.Context, workerID int) {
for {
select {
case <-ctx.Done():
return
default:
}
conn, err := net.Dial("unix", c.cfg.InferSocket)
if err != nil {
log.Printf("infer[w%d]: socket connect failed: %v, retry 2s", workerID, err)
time.Sleep(2 * time.Second)
continue
}
log.Printf("infer[w%d]: socket connected", workerID)
if !c.loop(ctx, conn, workerID) {
conn.Close()
time.Sleep(1 * time.Second)
}
conn.Close()
}
}
func (c *Client) loop(ctx context.Context, conn net.Conn, workerID int) bool {
for {
select {
case <-ctx.Done():
return false
case f := <-c.frames:
if err := c.send(conn, f); err != nil {
return true
}
res, err := c.recv(conn)
if err != nil {
return true
}
c.emitEvents(f, res)
}
}
}
func (c *Client) emitEvents(f stream.Frame, res *resultMsg) {
for _, d := range res.Detections {
if c.isDuplicate(f.DeviceID, d.Class, f.TS) {
continue
}
ev := event.SuspectedEvent{
EventID: mustUUID(),
EdgeID: c.cfg.EdgeID,
DeviceID: f.DeviceID,
StreamURL: f.URL,
TS: f.TS,
Class: d.Class,
Conf: d.Conf,
BBox: d.BBox,
ImageB64: base64.StdEncoding.EncodeToString(f.JPEG),
}
select {
case c.events <- ev:
default:
log.Println("infer: event queue full, dropping")
}
}
}
func (c *Client) isDuplicate(deviceID, className string, ts float64) bool {
window := float64(c.cfg.DedupWindowSec)
key := fmt.Sprintf("%s|%s", deviceID, className)
c.dedup.mu.Lock()
defer c.dedup.mu.Unlock()
last, ok := c.dedup.seen[key]
if ok && ts-last < window {
return true
}
c.dedup.seen[key] = ts
if len(c.dedup.seen) > 5000 {
for k, v := range c.dedup.seen {
if ts-v > 2*window {
delete(c.dedup.seen, k)
}
}
}
return false
}
func (c *Client) send(conn net.Conn, f stream.Frame) error {
msg := frameMsg{StreamID: f.StreamID, DeviceID: f.DeviceID, URL: f.URL,
TS: f.TS, JPEGB64: base64.StdEncoding.EncodeToString(f.JPEG)}
data, err := json.Marshal(msg)
if err != nil {
return err
}
conn.SetWriteDeadline(time.Now().Add(10 * time.Second))
defer conn.SetWriteDeadline(time.Time{})
return writeMsg(conn, data)
}
func (c *Client) recv(conn net.Conn) (*resultMsg, error) {
// Set read deadline to prevent blocking forever if inference server hangs
// 30s timeout covers even slow NPU inference on large images
conn.SetReadDeadline(time.Now().Add(30 * time.Second))
defer conn.SetReadDeadline(time.Time{}) // reset after read
data, err := readMsg(conn)
if err != nil {
return nil, err
}
var r resultMsg
return &r, json.Unmarshal(data, &r)
}
func writeMsg(conn net.Conn, data []byte) error {
hdr := make([]byte, 4)
binary.BigEndian.PutUint32(hdr, uint32(len(data)))
if _, err := conn.Write(hdr); err != nil {
return err
}
_, err := conn.Write(data)
return err
}
func readMsg(conn net.Conn) ([]byte, error) {
hdr := make([]byte, 4)
if _, err := io.ReadFull(conn, hdr); err != nil {
return nil, err
}
size := binary.BigEndian.Uint32(hdr)
buf := make([]byte, size)
_, err := io.ReadFull(conn, buf)
return buf, err
}
func mustUUID() string {
b := make([]byte, 16)
_, _ = rand.Read(b)
return hex.EncodeToString(b[:4]) + "-" + hex.EncodeToString(b[4:6]) + "-" +
hex.EncodeToString(b[6:8]) + "-" + hex.EncodeToString(b[8:10]) + "-" +
hex.EncodeToString(b[10:])
}