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. "log"
  6. "os"
  7. "runtime/debug"
  8. "strings"
  9. "sync"
  10. "time"
  11. "sdr-wideband-suite/internal/config"
  12. "sdr-wideband-suite/internal/detector"
  13. "sdr-wideband-suite/internal/dsp"
  14. "sdr-wideband-suite/internal/logging"
  15. "sdr-wideband-suite/internal/pipeline"
  16. "sdr-wideband-suite/internal/recorder"
  17. )
  18. 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) {
  19. defer func() {
  20. if r := recover(); r != nil {
  21. log.Printf("FATAL: runDSP goroutine panic: %v\n%s", r, debug.Stack())
  22. }
  23. }()
  24. rt := newDSPRuntime(cfg, det, window, gpuState)
  25. ticker := time.NewTicker(cfg.FrameInterval())
  26. defer ticker.Stop()
  27. logTicker := time.NewTicker(5 * time.Second)
  28. defer logTicker.Stop()
  29. enc := json.NewEncoder(eventFile)
  30. dcBlocker := dsp.NewDCBlocker(0.995)
  31. state := &phaseState{}
  32. var frameID uint64
  33. for {
  34. select {
  35. case <-ctx.Done():
  36. return
  37. case <-logTicker.C:
  38. st := srcMgr.Stats()
  39. log.Printf("stats: buf=%d drop=%d reset=%d last=%dms", st.BufferSamples, st.Dropped, st.Resets, st.LastSampleAgoMs)
  40. case upd := <-updates:
  41. rt.applyUpdate(upd, srcMgr, rec, gpuState)
  42. dcBlocker.Reset()
  43. ticker.Reset(rt.cfg.FrameInterval())
  44. case <-ticker.C:
  45. frameID++
  46. art, err := rt.captureSpectrum(srcMgr, rec, dcBlocker, gpuState)
  47. if err != nil {
  48. log.Printf("read IQ: %v", err)
  49. if strings.Contains(err.Error(), "timeout") {
  50. if err := srcMgr.Restart(rt.cfg); err != nil {
  51. log.Printf("restart failed: %v", err)
  52. }
  53. }
  54. continue
  55. }
  56. if !rt.gotSamples {
  57. log.Printf("received IQ samples")
  58. rt.gotSamples = true
  59. }
  60. logging.Debug("trace", "capture_done", "trace", frameID, "allIQ", len(art.allIQ), "detailIQ", len(art.detailIQ))
  61. state.surveillance = rt.buildSurveillanceResult(art)
  62. state.refinement = rt.runRefinement(art, state.surveillance, extractMgr, rec)
  63. finished := state.surveillance.Finished
  64. thresholds := state.surveillance.Thresholds
  65. noiseFloor := state.surveillance.NoiseFloor
  66. var displaySignals []detector.Signal
  67. if len(art.detailIQ) > 0 {
  68. displaySignals = state.refinement.Result.Signals
  69. stableSignals := rt.det.StableSignals()
  70. streamSignals := displaySignals
  71. if len(stableSignals) > 0 {
  72. streamSignals = stableSignals
  73. }
  74. if rec != nil && len(art.allIQ) > 0 {
  75. if rt.cfg.Recorder.DebugLiveAudio {
  76. 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))
  77. }
  78. aqCfg := extractionConfig{firTaps: rt.cfg.Recorder.ExtractionTaps, bwMult: rt.cfg.Recorder.ExtractionBwMult}
  79. streamSnips, streamRates := extractForStreaming(extractMgr, art.allIQ, rt.cfg.SampleRate, rt.cfg.CenterHz, streamSignals, rt.streamPhaseState, rt.streamOverlap, aqCfg)
  80. nonEmpty := 0
  81. minLen := 0
  82. maxLen := 0
  83. for i := range streamSnips {
  84. l := len(streamSnips[i])
  85. if l == 0 {
  86. continue
  87. }
  88. nonEmpty++
  89. if minLen == 0 || l < minLen {
  90. minLen = l
  91. }
  92. if l > maxLen {
  93. maxLen = l
  94. }
  95. }
  96. logging.Debug("trace", "extract_stats", "trace", frameID, "signals", len(streamSignals), "nonempty", nonEmpty, "minLen", minLen, "maxLen", maxLen)
  97. items := make([]recorder.StreamFeedItem, 0, len(streamSignals))
  98. for j, ds := range streamSignals {
  99. className := "<nil>"
  100. if ds.Class != nil {
  101. className = string(ds.Class.ModType)
  102. }
  103. snipLen := 0
  104. if j < len(streamSnips) {
  105. snipLen = len(streamSnips[j])
  106. }
  107. if rt.cfg.Recorder.DebugLiveAudio {
  108. 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)
  109. }
  110. if ds.ID == 0 || ds.Class == nil {
  111. continue
  112. }
  113. if j >= len(streamSnips) || len(streamSnips[j]) == 0 {
  114. logging.Warn("gap", "snippet_empty", "signal", ds.ID)
  115. continue
  116. }
  117. snipRate := rt.cfg.SampleRate
  118. if j < len(streamRates) && streamRates[j] > 0 {
  119. snipRate = streamRates[j]
  120. }
  121. items = append(items, recorder.StreamFeedItem{Signal: ds, Snippet: streamSnips[j], SnipRate: snipRate})
  122. }
  123. if rt.cfg.Recorder.DebugLiveAudio {
  124. log.Printf("LIVEAUDIO DSP: feedItems=%d", len(items))
  125. }
  126. if len(items) > 0 {
  127. rec.FeedSnippets(items, frameID)
  128. logging.Debug("trace", "feed", "trace", frameID, "items", len(items), "signals", len(streamSignals), "allIQ", len(art.allIQ))
  129. } else {
  130. logging.Warn("gap", "feed_empty", "signals", len(streamSignals), "trace", frameID)
  131. }
  132. }
  133. rt.maintenance(displaySignals, rec)
  134. } else {
  135. displaySignals = rt.det.StableSignals()
  136. }
  137. if rec != nil && len(displaySignals) > 0 {
  138. runtimeInfo := rec.RuntimeInfoBySignalID()
  139. for i := range displaySignals {
  140. if info, ok := runtimeInfo[displaySignals[i].ID]; ok {
  141. displaySignals[i].DemodName = info.DemodName
  142. displaySignals[i].PlaybackMode = info.PlaybackMode
  143. displaySignals[i].StereoState = info.StereoState
  144. }
  145. }
  146. }
  147. state.arbitration = rt.arbitration
  148. state.presentation = state.surveillance.DisplayLevel
  149. if phaseSnap != nil {
  150. phaseSnap.Set(*state)
  151. }
  152. if sigSnap != nil {
  153. sigSnap.set(displaySignals)
  154. }
  155. eventMu.Lock()
  156. for _, ev := range finished {
  157. _ = enc.Encode(ev)
  158. }
  159. eventMu.Unlock()
  160. if rec != nil && len(finished) > 0 {
  161. evCopy := make([]detector.Event, len(finished))
  162. copy(evCopy, finished)
  163. rec.OnEvents(evCopy)
  164. }
  165. var debugInfo *SpectrumDebug
  166. plan := state.refinement.Input.Plan
  167. windowSummary := buildWindowSummary(plan, state.refinement.Input.Windows, state.surveillance.Candidates, state.refinement.Input.WorkItems, state.refinement.Result.Decisions)
  168. var windowStats *RefinementWindowStats
  169. var monitorSummary []pipeline.MonitorWindowStats
  170. if windowSummary != nil {
  171. windowStats = windowSummary.Refinement
  172. monitorSummary = windowSummary.MonitorWindows
  173. }
  174. hasPlan := plan.TotalCandidates > 0 || plan.Budget > 0 || plan.DroppedBySNR > 0 || plan.DroppedByBudget > 0
  175. hasWindows := windowStats != nil && windowStats.Count > 0
  176. if len(thresholds) > 0 || len(displaySignals) > 0 || noiseFloor != 0 || hasPlan || hasWindows {
  177. scoreDebug := make([]map[string]any, 0, len(displaySignals))
  178. for _, s := range displaySignals {
  179. if s.Class == nil || len(s.Class.Scores) == 0 {
  180. scoreDebug = append(scoreDebug, map[string]any{"center_hz": s.CenterHz, "class": nil})
  181. continue
  182. }
  183. scores := make(map[string]float64, len(s.Class.Scores))
  184. for k, v := range s.Class.Scores {
  185. scores[string(k)] = v
  186. }
  187. scoreDebug = append(scoreDebug, map[string]any{
  188. "center_hz": s.CenterHz,
  189. "mod_type": s.Class.ModType,
  190. "confidence": s.Class.Confidence,
  191. "second_best": s.Class.SecondBest,
  192. "scores": scores,
  193. })
  194. }
  195. debugInfo = &SpectrumDebug{Thresholds: thresholds, NoiseFloor: noiseFloor, Scores: scoreDebug}
  196. candidateSources := buildCandidateSourceSummary(state.surveillance.Candidates)
  197. candidateEvidence := buildCandidateEvidenceSummary(state.surveillance.Candidates)
  198. candidateEvidenceStates := buildCandidateEvidenceStateSummary(state.surveillance.Candidates)
  199. candidateWindows := buildCandidateWindowSummary(state.surveillance.Candidates, plan.MonitorWindows)
  200. if len(candidateSources) > 0 {
  201. debugInfo.CandidateSources = candidateSources
  202. }
  203. if len(candidateEvidence) > 0 {
  204. debugInfo.CandidateEvidence = candidateEvidence
  205. }
  206. if candidateEvidenceStates != nil {
  207. debugInfo.CandidateEvidenceStates = candidateEvidenceStates
  208. }
  209. if len(candidateWindows) > 0 {
  210. debugInfo.CandidateWindows = candidateWindows
  211. }
  212. if len(monitorSummary) > 0 {
  213. debugInfo.MonitorWindowStats = monitorSummary
  214. }
  215. if windowSummary != nil {
  216. debugInfo.WindowSummary = windowSummary
  217. }
  218. if hasPlan {
  219. debugInfo.RefinementPlan = &plan
  220. }
  221. if hasWindows {
  222. debugInfo.Windows = windowStats
  223. }
  224. refinementDebug := &RefinementDebug{}
  225. if hasPlan {
  226. refinementDebug.Plan = &plan
  227. refinementDebug.Request = &state.refinement.Input.Request
  228. refinementDebug.WorkItems = state.refinement.Input.WorkItems
  229. }
  230. if hasWindows {
  231. refinementDebug.Windows = windowStats
  232. }
  233. if len(monitorSummary) > 0 {
  234. refinementDebug.MonitorWindowStats = monitorSummary
  235. }
  236. if windowSummary != nil {
  237. refinementDebug.WindowSummary = windowSummary
  238. }
  239. refinementDebug.Arbitration = buildArbitrationSnapshot(state.refinement, state.arbitration)
  240. debugInfo.Refinement = refinementDebug
  241. }
  242. 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})
  243. }
  244. }
  245. }