feat(taste): era/decade taste facet — #1530
Milestone #160 Opt 2 (era half). A third taste facet alongside artists + genre tags: signed weights over decade buckets ("1990s") derived from albums.release_date, rebuilt daily and scored into the taste match. - Migration 0045: taste_profile_eras table (mirrors taste_profile_tags) + taste_tuning.era_scale column (DEFAULT 0.5). - Build side (internal/taste): Config.EraScale ([0,1] damper, mirrors EnrichedTagScale), accumulate folds each play/like's decade at base*EraScale, persist atomic-replaces the era rows. - Scorer (internal/recommendation): TasteProfile gains an era term (own tanh scale + additive 0.15 share so it never weakens the existing artist/tag signal when a track is undated); candidate queries return album release_date; decadeOf mirrors the builder helper. - Tuning lab: era_scale threaded through recsettings + admin API + web card (auto-renders the new row) + Go/web tests. Mood facet deferred to #1534 (partial enrichment coverage + needs candidate-side enriched-tag loading). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -38,14 +38,16 @@ const (
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)
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// TasteTuning is the tunable subset of taste.Config: the engagement
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// half-life, the completion→engagement curve points, and the enriched-tag
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// weight (how much folksonomy tags count vs raw ID3 genre, #1520).
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// half-life, the completion→engagement curve points, the enriched-tag
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// weight (how much folksonomy tags count vs raw ID3 genre, #1520), and the
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// era-facet weight (how strongly a decade-play imprints, #1530).
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type TasteTuning struct {
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HalfLifeDays float64
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EngagementHardSkip float64
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EngagementNeutral float64
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EngagementFull float64
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EnrichedTagScale float64
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EraScale float64
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}
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// ShippedRadioWeights are the shipped radio-profile defaults (moved
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@@ -89,6 +91,7 @@ func ShippedTasteTuning() TasteTuning {
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EngagementNeutral: d.Engagement.NeutralCompletion,
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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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}
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}
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@@ -137,6 +140,7 @@ func (s *Service) reconcile(ctx context.Context) error {
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EngagementNeutral: st.EngagementNeutral,
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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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}); err != nil {
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return fmt.Errorf("seed taste tuning: %w", err)
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}
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@@ -161,6 +165,7 @@ func (s *Service) reconcile(ctx context.Context) error {
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EngagementNeutral: tt.EngagementNeutral,
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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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}
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s.mu.Unlock()
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@@ -211,6 +216,7 @@ func (s *Service) TasteConfig() taste.Config {
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FullCompletion: t.EngagementFull,
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}
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cfg.EnrichedTagScale = t.EnrichedTagScale
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cfg.EraScale = t.EraScale
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return cfg
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}
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@@ -308,6 +314,7 @@ func (s *Service) persistTaste(
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EngagementNeutral: t.EngagementNeutral,
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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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}); err != nil {
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return fmt.Errorf("update taste tuning: %w", err)
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}
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