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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@@ -10,8 +10,10 @@ SELECT
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(l.user_id IS NOT NULL)::bool AS is_liked,
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pe.last_played_at::timestamptz AS last_played_at,
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pe.play_count,
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pe.skip_count
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pe.skip_count,
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al.release_date AS release_date
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FROM tracks t
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JOIN albums al ON al.id = t.album_id
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LEFT JOIN general_likes l ON l.user_id = $1 AND l.track_id = t.id
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LEFT JOIN LATERAL (
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SELECT
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@@ -145,6 +147,7 @@ SELECT
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pe.last_played_at::timestamptz AS last_played_at,
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pe.play_count,
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pe.skip_count,
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al.release_date AS release_date,
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COALESCE(max(u.sim_score), 0.0) AS similarity_score
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FROM (
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SELECT track_id, sim_score FROM lb_similar
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@@ -155,6 +158,7 @@ FROM (
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UNION ALL SELECT track_id, sim_score FROM random_fill
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) u
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JOIN tracks t ON t.id = u.track_id
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JOIN albums al ON al.id = t.album_id
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LEFT JOIN general_likes l ON l.user_id = $1 AND l.track_id = t.id
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LEFT JOIN LATERAL (
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SELECT max(started_at) AS last_played_at,
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@@ -166,7 +170,8 @@ LEFT JOIN LATERAL (
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GROUP BY t.id, t.title, t.album_id, t.artist_id, t.duration_ms, t.file_path,
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t.file_format, t.file_size, t.bitrate, t.track_number, t.disc_number,
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t.mbid, t.genre, t.added_at, t.updated_at,
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l.user_id, pe.last_played_at, pe.play_count, pe.skip_count;
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l.user_id, pe.last_played_at, pe.play_count, pe.skip_count,
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al.release_date;
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-- name: SuggestArtistsForUser :many
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-- M5c: per-user artist suggestions ranked by signal x similarity. The
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