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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@@ -131,6 +131,8 @@ func applyTastePatch(current TasteTuning, patch map[string]float64) (TasteTuning
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target = &next.EngagementFull
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case "enriched_tag_scale":
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target = &next.EnrichedTagScale
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case "era_scale":
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target = &next.EraScale
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default:
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return current, nil, fmt.Errorf("%w: %q", ErrUnknownField, field)
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}
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@@ -177,5 +179,6 @@ func diffTaste(a, b TasteTuning) []fieldChange {
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add("engagement_neutral", a.EngagementNeutral, b.EngagementNeutral)
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add("engagement_full", a.EngagementFull, b.EngagementFull)
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add("enriched_tag_scale", a.EnrichedTagScale, b.EnrichedTagScale)
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add("era_scale", a.EraScale, b.EraScale)
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return out
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}
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