feat: autotag scoring overhaul, dump-based explore index, and lyrics search
Consolidates in-progress work across autotag, explore, and library: - autotag: beets/Picard-informed scoring engine — ID-first matching, VA handling, recommendation tiers, and a merged distance/rank cascade, with an eval harness for regression tracking. - explore: offline MusicBrainz dump import/incremental refresh replaces the legacy tier crawl; index-first local search with fuzzy matching and a dedicated ranker; disk-free guards for dump downloads. - library: artist-credit extraction and matching. - lyrics: owned-library lyric search (FTS) with LRCLIB backfill. Also: rewrite README to be user-focused, and migrate upstream to git.ljones.me/yonlu/yellowjacket. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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package explore
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import (
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"context"
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"errors"
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"yellowjacket/backend/database"
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)
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// LyricsResult is a single lyric-search hit, mapped from the DB layer
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// into the camelCase shape the frontend consumes.
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type LyricsResult struct {
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RecordingID int64 `json:"recordingId"`
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FilePath string `json:"filePath"`
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LengthMs int64 `json:"lengthMs"`
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Title string `json:"title"`
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Artist string `json:"artist"`
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Album string `json:"album"`
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}
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// TrackLyrics is the stored or freshly-fetched lyrics for one track.
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// Source is "embedded" (from the file's tags / library DB), "lrclib"
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// (fetched on demand), or "" when none are available.
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type TrackLyrics struct {
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Plain string `json:"plain"`
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Synced string `json:"synced"`
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Instrumental bool `json:"instrumental"`
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Source string `json:"source"`
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}
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const (
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// lyricsSearchLimit caps lyric-search hits returned to the UI.
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lyricsSearchLimit = 30
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// lyricsBackfillBatch is how many missing-lyrics recordings the
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// background backfill processes per pass.
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lyricsBackfillBatch = 200
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// lyricsBackfillMaxPasses bounds a single backfill run so it can't
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// loop forever on a huge library; the next launch resumes where
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// this one left off (candidates with lyrics now filled are skipped).
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lyricsBackfillMaxPasses = 25
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)
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// SearchLyrics finds library tracks whose lyrics contain the given
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// fragment, ranked by relevance. Pure local FTS — no network.
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func (e *Service) SearchLyrics(query string) []LyricsResult {
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hits, err := e.db.SearchLyrics(query, lyricsSearchLimit)
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if err != nil {
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e.logger.Warn("lyrics search failed", "query", query, "err", err)
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return nil
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}
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out := make([]LyricsResult, 0, len(hits))
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for _, h := range hits {
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out = append(out, LyricsResult{
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RecordingID: h.RecordingID,
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FilePath: h.FilePath,
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LengthMs: h.LengthMilliseconds,
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Title: h.Title,
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Artist: h.Artist,
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Album: h.Album,
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})
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}
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return out
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}
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// GetTrackLyrics returns lyrics for a recording. If the library
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// already has them (from embedded tags) they're returned as-is;
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// otherwise it fetches from LRCLIB, persists them (updating the FTS
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// index), and returns them. Never returns an error to the frontend —
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// a miss just yields an empty result.
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func (e *Service) GetTrackLyrics(recordingID int64) TrackLyrics {
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stored, err := e.db.GetRecordingLyrics(recordingID)
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if err == nil && stored != "" {
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return TrackLyrics{Plain: stored, Source: "embedded"}
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}
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lookup, err := e.db.RecordingLyricLookup(recordingID)
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if err != nil || lookup == nil {
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return TrackLyrics{}
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}
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fetched := e.fetchAndStoreLyrics(e.ctx, *lookup)
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if fetched == nil {
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return TrackLyrics{}
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}
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return TrackLyrics{
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Plain: fetched.Plain,
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Synced: fetched.Synced,
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Instrumental: fetched.Instrumental,
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Source: "lrclib",
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}
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}
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// RebuildLyricsIndex rebuilds the FTS lyrics index from the current
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// library. Cheap; safe to call after every scan.
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func (e *Service) RebuildLyricsIndex() {
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if err := e.db.RebuildLyricsIndex(); err != nil {
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e.logger.Warn("lyrics index rebuild failed", "err", err)
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return
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}
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e.index.setMeta(lyricsIndexReadyKey, "1")
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e.logger.Info("lyrics index rebuilt")
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}
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// RebuildLyricsIndexIfNeeded rebuilds the lyrics FTS only when it has not
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// been built since the last library change. The backfill keeps the index
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// in sync incrementally thereafter, so on an unchanged library the full
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// rebuild is redundant; the scan-completion path calls the unconditional
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// form.
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func (e *Service) RebuildLyricsIndexIfNeeded() {
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if e.index.hasMeta(lyricsIndexReadyKey) {
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return
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}
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e.RebuildLyricsIndex()
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}
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// BackfillLibraryLyrics fetches lyrics from LRCLIB for library tracks
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// that don't have them, in the background. Idempotent and bounded —
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// each recording is tried once (a miss is cached), and a run stops
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// after a fixed number of passes, resuming on the next launch.
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func (e *Service) BackfillLibraryLyrics() {
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go e.backfillLibraryLyrics(e.ctx)
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}
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func (e *Service) backfillLibraryLyrics(ctx context.Context) {
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total := 0
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for range lyricsBackfillMaxPasses {
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if ctx.Err() != nil {
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return
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}
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candidates, err := e.db.RecordingsMissingLyrics(lyricsBackfillBatch)
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if err != nil {
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e.logger.Warn("lyrics backfill: query failed", "err", err)
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return
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}
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if len(candidates) == 0 {
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break
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}
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filled := 0
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for _, c := range candidates {
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if ctx.Err() != nil {
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return
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}
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if e.fetchAndStoreLyrics(ctx, c) != nil {
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filled++
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total++
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}
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}
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// If a whole batch produced no stored lyrics, every remaining
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// candidate is a cached miss with no new data — stop early
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// rather than spinning through identical misses.
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if filled == 0 {
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break
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}
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}
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if total > 0 {
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e.logger.Info("lyrics backfill complete", "filled", total)
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}
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}
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// fetchAndStoreLyrics looks up a single candidate on LRCLIB and, on a
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// non-instrumental hit with plain lyrics, persists it to the recording
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// (which also updates the FTS index). Returns the fetched lyrics, or
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// nil on any miss/error. Instrumental hits are recorded as an empty
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// lyrics string so they still count as "resolved" and aren't retried.
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func (e *Service) fetchAndStoreLyrics(
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ctx context.Context, c database.LyricsCandidate,
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) *Lyrics {
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durationSec := int(c.LengthMilliseconds / 1000) //nolint:mnd
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lyrics, err := e.lrclib.GetLyrics(ctx, c.Artist, c.Title, c.Album, durationSec)
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if err != nil {
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if !errors.Is(err, ErrLyricsNotFound) {
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e.logger.Debug("lyrics fetch failed",
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"artist", c.Artist, "title", c.Title, "err", err,
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)
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}
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return nil
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}
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if lyrics.Instrumental || lyrics.Plain == "" {
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return nil
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}
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if err := e.db.SetRecordingLyrics(c.RecordingID, lyrics.Plain); err != nil {
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e.logger.Warn("lyrics store failed", "recordingId", c.RecordingID, "err", err)
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return nil
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}
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return lyrics
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}
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