feat(taste): mood taste facet — #1534
Milestone #160 Opt 2b (mood half of the era+mood option). A fourth taste facet alongside artists + genre tags + eras: signed weights over canonical mood buckets (melancholic / energetic / chill / …) derived from a track's enriched folksonomy tags (#1490). - internal/mood: shared vocabulary — Of(tags) maps folksonomy tags to canonical mood buckets (synonyms collapse). Imported by both the taste builder and the scorer so a track's mood is derived identically. - Migration 0047: taste_profile_moods table + taste_tuning.mood_scale (DEFAULT 0.5). - Build side (internal/taste): Config.MoodScale ([0,1] damper, mirrors EraScale); accumulate folds each play/like's mood buckets at base*MoodScale; persist atomic-replaces the mood rows. - Scorer (internal/recommendation): TasteProfile gains a mood term (own tanh scale + additive 0.12 share, so it never weakens the existing signal when a track has no mood tags). Match now takes the candidate's mood buckets; loaded per candidate (ListTrackTagsForTracks → mood.Of) in the primary similarity loader only — the near-whole-library fallback pool passes nil (mood → 0) to avoid a full-library tag scan. - Tuning lab: mood_scale threaded through recsettings + admin API + web card ("Mood weight" row) + Go/web tests. Coverage is partial (grows with tag enrichment; richer once Last.fm is keyed), so mood is a supplement — neutral for tracks with no mood tags. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -48,6 +48,7 @@ type TasteTuning struct {
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EngagementFull float64
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EnrichedTagScale float64
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EraScale float64
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MoodScale float64
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}
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// ShippedRadioWeights are the shipped radio-profile defaults (moved
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@@ -96,6 +97,7 @@ func ShippedTasteTuning() TasteTuning {
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EngagementFull: d.Engagement.FullCompletion,
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EnrichedTagScale: d.EnrichedTagScale,
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EraScale: d.EraScale,
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MoodScale: d.MoodScale,
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}
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}
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@@ -145,6 +147,7 @@ func (s *Service) reconcile(ctx context.Context) error {
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EngagementFull: st.EngagementFull,
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EnrichedTagScale: st.EnrichedTagScale,
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EraScale: st.EraScale,
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MoodScale: st.MoodScale,
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}); err != nil {
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return fmt.Errorf("seed taste tuning: %w", err)
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}
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@@ -170,6 +173,7 @@ func (s *Service) reconcile(ctx context.Context) error {
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EngagementFull: tt.EngagementFull,
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EnrichedTagScale: tt.EnrichedTagScale,
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EraScale: tt.EraScale,
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MoodScale: tt.MoodScale,
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}
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s.mu.Unlock()
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@@ -221,6 +225,7 @@ func (s *Service) TasteConfig() taste.Config {
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}
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cfg.EnrichedTagScale = t.EnrichedTagScale
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cfg.EraScale = t.EraScale
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cfg.MoodScale = t.MoodScale
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return cfg
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}
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@@ -319,6 +324,7 @@ func (s *Service) persistTaste(
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EngagementFull: t.EngagementFull,
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EnrichedTagScale: t.EnrichedTagScale,
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EraScale: t.EraScale,
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MoodScale: t.MoodScale,
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}); err != nil {
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return fmt.Errorf("update taste tuning: %w", err)
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}
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