Wideband autonomous SDR analysis engine forked from sdr-visual-suite
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  1. package main
  2. import (
  3. "context"
  4. "encoding/json"
  5. "fmt"
  6. "log"
  7. "os"
  8. "runtime/debug"
  9. "strings"
  10. "sync"
  11. "time"
  12. "sdr-wideband-suite/internal/config"
  13. "sdr-wideband-suite/internal/detector"
  14. "sdr-wideband-suite/internal/dsp"
  15. "sdr-wideband-suite/internal/logging"
  16. "sdr-wideband-suite/internal/pipeline"
  17. "sdr-wideband-suite/internal/recorder"
  18. "sdr-wideband-suite/internal/telemetry"
  19. )
  20. func runDSP(ctx context.Context, srcMgr *sourceManager, cfg config.Config, det *detector.Detector, window []float64, h *hub, eventFile *os.File, eventMu *sync.RWMutex, updates <-chan dspUpdate, gpuState *gpuStatus, rec *recorder.Manager, sigSnap *signalSnapshot, extractMgr *extractionManager, phaseSnap *phaseSnapshot, coll *telemetry.Collector) {
  21. defer func() {
  22. if r := recover(); r != nil {
  23. log.Printf("FATAL: runDSP goroutine panic: %v\n%s", r, debug.Stack())
  24. }
  25. }()
  26. rt := newDSPRuntime(cfg, det, window, gpuState, coll)
  27. ticker := time.NewTicker(cfg.FrameInterval())
  28. defer ticker.Stop()
  29. logTicker := time.NewTicker(5 * time.Second)
  30. defer logTicker.Stop()
  31. enc := json.NewEncoder(eventFile)
  32. dcBlocker := dsp.NewDCBlocker(0.995)
  33. state := &phaseState{}
  34. var frameID uint64
  35. prevDisplayed := map[int64]detector.Signal{}
  36. lastSourceDrops := uint64(0)
  37. lastSourceResets := uint64(0)
  38. for {
  39. select {
  40. case <-ctx.Done():
  41. return
  42. case <-logTicker.C:
  43. st := srcMgr.Stats()
  44. log.Printf("stats: buf=%d drop=%d reset=%d last=%dms", st.BufferSamples, st.Dropped, st.Resets, st.LastSampleAgoMs)
  45. if coll != nil {
  46. coll.SetGauge("source.buffer_samples", float64(st.BufferSamples), nil)
  47. coll.SetGauge("source.last_sample_ago_ms", float64(st.LastSampleAgoMs), nil)
  48. if st.Dropped > lastSourceDrops {
  49. coll.IncCounter("source.drop.count", float64(st.Dropped-lastSourceDrops), nil)
  50. }
  51. if st.Resets > lastSourceResets {
  52. coll.IncCounter("source.reset.count", float64(st.Resets-lastSourceResets), nil)
  53. coll.Event("source_reset", "warn", "source reset observed", nil, map[string]any{"resets": st.Resets})
  54. }
  55. lastSourceDrops = st.Dropped
  56. lastSourceResets = st.Resets
  57. }
  58. case upd := <-updates:
  59. rt.applyUpdate(upd, srcMgr, rec, gpuState)
  60. dcBlocker.Reset()
  61. ticker.Reset(rt.cfg.FrameInterval())
  62. if coll != nil {
  63. coll.IncCounter("dsp.update.apply", 1, nil)
  64. }
  65. case <-ticker.C:
  66. frameStart := time.Now()
  67. frameID++
  68. art, err := rt.captureSpectrum(srcMgr, rec, dcBlocker, gpuState)
  69. if err != nil {
  70. log.Printf("read IQ: %v", err)
  71. if strings.Contains(err.Error(), "timeout") {
  72. if err := srcMgr.Restart(rt.cfg); err != nil {
  73. log.Printf("restart failed: %v", err)
  74. }
  75. }
  76. continue
  77. }
  78. if !rt.gotSamples {
  79. log.Printf("received IQ samples")
  80. rt.gotSamples = true
  81. }
  82. logging.Debug("trace", "capture_done", "trace", frameID, "allIQ", len(art.allIQ), "detailIQ", len(art.detailIQ))
  83. if coll != nil {
  84. coll.Observe("stage.capture.duration_ms", float64(time.Since(frameStart).Microseconds())/1000.0, telemetry.TagsFromPairs("frame_id", fmt.Sprintf("%d", frameID)))
  85. }
  86. survStart := time.Now()
  87. state.surveillance = rt.buildSurveillanceResult(art)
  88. if coll != nil {
  89. coll.Observe("stage.surveillance.duration_ms", float64(time.Since(survStart).Microseconds())/1000.0, telemetry.TagsFromPairs("frame_id", fmt.Sprintf("%d", frameID)))
  90. }
  91. refineStart := time.Now()
  92. state.refinement = rt.runRefinement(art, state.surveillance, extractMgr, rec)
  93. if coll != nil {
  94. coll.Observe("stage.refinement.duration_ms", float64(time.Since(refineStart).Microseconds())/1000.0, telemetry.TagsFromPairs("frame_id", fmt.Sprintf("%d", frameID)))
  95. }
  96. finished := state.surveillance.Finished
  97. thresholds := state.surveillance.Thresholds
  98. noiseFloor := state.surveillance.NoiseFloor
  99. var displaySignals []detector.Signal
  100. if len(art.detailIQ) > 0 {
  101. displaySignals = state.refinement.Result.Signals
  102. stableSignals := rt.det.StableSignals()
  103. streamSignals := displaySignals
  104. if len(stableSignals) > 0 {
  105. streamSignals = stableSignals
  106. }
  107. if rec != nil && len(art.allIQ) > 0 {
  108. if art.streamDropped {
  109. rt.streamOverlap = &streamIQOverlap{}
  110. for k := range rt.streamPhaseState {
  111. rt.streamPhaseState[k].phase = 0
  112. }
  113. rec.ResetStreams()
  114. logging.Warn("gap", "iq_dropped", "msg", "buffer bloat caused extraction drop; overlap reset")
  115. if coll != nil {
  116. coll.IncCounter("capture.stream_reset", 1, nil)
  117. coll.Event("iq_dropped", "warn", "stream overlap reset after dropped IQ", nil, map[string]any{"frame_id": frameID})
  118. }
  119. }
  120. if rt.cfg.Recorder.DebugLiveAudio {
  121. log.Printf("LIVEAUDIO DSP: detailIQ=%d displaySignals=%d streamSignals=%d stableSignals=%d allIQ=%d", len(art.detailIQ), len(displaySignals), len(streamSignals), len(stableSignals), len(art.allIQ))
  122. }
  123. aqCfg := extractionConfig{firTaps: rt.cfg.Recorder.ExtractionTaps, bwMult: rt.cfg.Recorder.ExtractionBwMult}
  124. extractStart := time.Now()
  125. streamSnips, streamRates := extractForStreaming(extractMgr, art.allIQ, rt.cfg.SampleRate, rt.cfg.CenterHz, streamSignals, rt.streamPhaseState, rt.streamOverlap, aqCfg)
  126. if coll != nil {
  127. coll.Observe("stage.extract_stream.duration_ms", float64(time.Since(extractStart).Microseconds())/1000.0, telemetry.TagsFromPairs("frame_id", fmt.Sprintf("%d", frameID)))
  128. coll.SetGauge("stage.extract_stream.signals", float64(len(streamSignals)), nil)
  129. if coll.ShouldSampleHeavy() {
  130. for i := range streamSnips {
  131. if i >= len(streamSignals) {
  132. break
  133. }
  134. tags := telemetry.TagsFromPairs(
  135. "signal_id", fmt.Sprintf("%d", streamSignals[i].ID),
  136. "stage", "extract_stream",
  137. )
  138. coll.SetGauge("iq.stage.extract.length", float64(len(streamSnips[i])), tags)
  139. if len(streamSnips[i]) > 0 {
  140. observeIQStats(coll, "extract_stream", streamSnips[i], tags)
  141. }
  142. }
  143. }
  144. }
  145. nonEmpty := 0
  146. minLen := 0
  147. maxLen := 0
  148. for i := range streamSnips {
  149. l := len(streamSnips[i])
  150. if l == 0 {
  151. continue
  152. }
  153. nonEmpty++
  154. if minLen == 0 || l < minLen {
  155. minLen = l
  156. }
  157. if l > maxLen {
  158. maxLen = l
  159. }
  160. }
  161. logging.Debug("trace", "extract_stats", "trace", frameID, "signals", len(streamSignals), "nonempty", nonEmpty, "minLen", minLen, "maxLen", maxLen)
  162. items := make([]recorder.StreamFeedItem, 0, len(streamSignals))
  163. for j, ds := range streamSignals {
  164. className := "<nil>"
  165. if ds.Class != nil {
  166. className = string(ds.Class.ModType)
  167. }
  168. snipLen := 0
  169. if j < len(streamSnips) {
  170. snipLen = len(streamSnips[j])
  171. }
  172. if rt.cfg.Recorder.DebugLiveAudio {
  173. log.Printf("LIVEAUDIO DSP: streamSignal idx=%d id=%d center=%.3fMHz bw=%.0f class=%s snip=%d", j, ds.ID, ds.CenterHz/1e6, ds.BWHz, className, snipLen)
  174. }
  175. if ds.ID == 0 || ds.Class == nil {
  176. continue
  177. }
  178. if j >= len(streamSnips) || len(streamSnips[j]) == 0 {
  179. logging.Warn("gap", "snippet_empty", "signal", ds.ID)
  180. continue
  181. }
  182. snipRate := rt.cfg.SampleRate
  183. if j < len(streamRates) && streamRates[j] > 0 {
  184. snipRate = streamRates[j]
  185. }
  186. items = append(items, recorder.StreamFeedItem{Signal: ds, Snippet: streamSnips[j], SnipRate: snipRate})
  187. }
  188. if rt.cfg.Recorder.DebugLiveAudio {
  189. log.Printf("LIVEAUDIO DSP: feedItems=%d", len(items))
  190. }
  191. if len(items) > 0 {
  192. feedStart := time.Now()
  193. rec.FeedSnippets(items, frameID)
  194. if coll != nil {
  195. coll.Observe("stage.feed_enqueue.duration_ms", float64(time.Since(feedStart).Microseconds())/1000.0, telemetry.TagsFromPairs("frame_id", fmt.Sprintf("%d", frameID)))
  196. coll.SetGauge("stage.feed.items", float64(len(items)), nil)
  197. }
  198. logging.Debug("trace", "feed", "trace", frameID, "items", len(items), "signals", len(streamSignals), "allIQ", len(art.allIQ))
  199. } else {
  200. logging.Warn("gap", "feed_empty", "signals", len(streamSignals), "trace", frameID)
  201. if coll != nil {
  202. coll.IncCounter("stage.feed.empty", 1, nil)
  203. }
  204. }
  205. }
  206. rt.maintenance(displaySignals, rec)
  207. } else {
  208. displaySignals = rt.det.StableSignals()
  209. }
  210. if rec != nil && len(displaySignals) > 0 {
  211. runtimeInfo := rec.RuntimeInfoBySignalID()
  212. for i := range displaySignals {
  213. if info, ok := runtimeInfo[displaySignals[i].ID]; ok {
  214. displaySignals[i].DemodName = info.DemodName
  215. displaySignals[i].PlaybackMode = info.PlaybackMode
  216. displaySignals[i].StereoState = info.StereoState
  217. }
  218. }
  219. }
  220. state.arbitration = rt.arbitration
  221. state.presentation = state.surveillance.DisplayLevel
  222. if phaseSnap != nil {
  223. phaseSnap.Set(*state)
  224. }
  225. if sigSnap != nil {
  226. sigSnap.set(displaySignals)
  227. }
  228. if coll != nil {
  229. coll.SetGauge("signals.display.count", float64(len(displaySignals)), nil)
  230. current := make(map[int64]detector.Signal, len(displaySignals))
  231. for _, s := range displaySignals {
  232. current[s.ID] = s
  233. if _, ok := prevDisplayed[s.ID]; !ok {
  234. coll.Event("signal_create", "info", "signal entered display set", telemetry.TagsFromPairs("signal_id", fmt.Sprintf("%d", s.ID)), map[string]any{
  235. "center_hz": s.CenterHz,
  236. "bw_hz": s.BWHz,
  237. })
  238. }
  239. }
  240. for id, prev := range prevDisplayed {
  241. if _, ok := current[id]; !ok {
  242. coll.Event("signal_remove", "info", "signal left display set", telemetry.TagsFromPairs("signal_id", fmt.Sprintf("%d", id)), map[string]any{
  243. "center_hz": prev.CenterHz,
  244. })
  245. }
  246. }
  247. prevDisplayed = current
  248. }
  249. eventMu.Lock()
  250. for _, ev := range finished {
  251. _ = enc.Encode(ev)
  252. }
  253. eventMu.Unlock()
  254. if rec != nil && len(finished) > 0 {
  255. evCopy := make([]detector.Event, len(finished))
  256. copy(evCopy, finished)
  257. rec.OnEvents(evCopy)
  258. }
  259. var debugInfo *SpectrumDebug
  260. plan := state.refinement.Input.Plan
  261. windowSummary := buildWindowSummary(plan, state.refinement.Input.Windows, state.surveillance.Candidates, state.refinement.Input.WorkItems, state.refinement.Result.Decisions)
  262. var windowStats *RefinementWindowStats
  263. var monitorSummary []pipeline.MonitorWindowStats
  264. if windowSummary != nil {
  265. windowStats = windowSummary.Refinement
  266. monitorSummary = windowSummary.MonitorWindows
  267. }
  268. hasPlan := plan.TotalCandidates > 0 || plan.Budget > 0 || plan.DroppedBySNR > 0 || plan.DroppedByBudget > 0
  269. hasWindows := windowStats != nil && windowStats.Count > 0
  270. if len(thresholds) > 0 || len(displaySignals) > 0 || noiseFloor != 0 || hasPlan || hasWindows {
  271. scoreDebug := make([]map[string]any, 0, len(displaySignals))
  272. for _, s := range displaySignals {
  273. if s.Class == nil || len(s.Class.Scores) == 0 {
  274. scoreDebug = append(scoreDebug, map[string]any{"center_hz": s.CenterHz, "class": nil})
  275. continue
  276. }
  277. scores := make(map[string]float64, len(s.Class.Scores))
  278. for k, v := range s.Class.Scores {
  279. scores[string(k)] = v
  280. }
  281. scoreDebug = append(scoreDebug, map[string]any{
  282. "center_hz": s.CenterHz,
  283. "mod_type": s.Class.ModType,
  284. "confidence": s.Class.Confidence,
  285. "second_best": s.Class.SecondBest,
  286. "scores": scores,
  287. })
  288. }
  289. debugInfo = &SpectrumDebug{Thresholds: thresholds, NoiseFloor: noiseFloor, Scores: scoreDebug}
  290. candidateSources := buildCandidateSourceSummary(state.surveillance.Candidates)
  291. candidateEvidence := buildCandidateEvidenceSummary(state.surveillance.Candidates)
  292. candidateEvidenceStates := buildCandidateEvidenceStateSummary(state.surveillance.Candidates)
  293. candidateWindows := buildCandidateWindowSummary(state.surveillance.Candidates, plan.MonitorWindows)
  294. if len(candidateSources) > 0 {
  295. debugInfo.CandidateSources = candidateSources
  296. }
  297. if len(candidateEvidence) > 0 {
  298. debugInfo.CandidateEvidence = candidateEvidence
  299. }
  300. if candidateEvidenceStates != nil {
  301. debugInfo.CandidateEvidenceStates = candidateEvidenceStates
  302. }
  303. if len(candidateWindows) > 0 {
  304. debugInfo.CandidateWindows = candidateWindows
  305. }
  306. if len(monitorSummary) > 0 {
  307. debugInfo.MonitorWindowStats = monitorSummary
  308. }
  309. if windowSummary != nil {
  310. debugInfo.WindowSummary = windowSummary
  311. }
  312. if hasPlan {
  313. debugInfo.RefinementPlan = &plan
  314. }
  315. if hasWindows {
  316. debugInfo.Windows = windowStats
  317. }
  318. refinementDebug := &RefinementDebug{}
  319. if hasPlan {
  320. refinementDebug.Plan = &plan
  321. refinementDebug.Request = &state.refinement.Input.Request
  322. refinementDebug.WorkItems = state.refinement.Input.WorkItems
  323. }
  324. if hasWindows {
  325. refinementDebug.Windows = windowStats
  326. }
  327. if len(monitorSummary) > 0 {
  328. refinementDebug.MonitorWindowStats = monitorSummary
  329. }
  330. if windowSummary != nil {
  331. refinementDebug.WindowSummary = windowSummary
  332. }
  333. refinementDebug.Arbitration = buildArbitrationSnapshot(state.refinement, state.arbitration)
  334. debugInfo.Refinement = refinementDebug
  335. }
  336. h.broadcast(SpectrumFrame{Timestamp: art.now.UnixMilli(), CenterHz: rt.cfg.CenterHz, SampleHz: rt.cfg.SampleRate, FFTSize: rt.cfg.FFTSize, Spectrum: art.surveillanceSpectrum, Signals: displaySignals, Debug: debugInfo})
  337. if coll != nil {
  338. coll.Observe("dsp.frame.duration_ms", float64(time.Since(frameStart).Microseconds())/1000.0, nil)
  339. }
  340. }
  341. }
  342. }