fix(playlists): robust For-You seed + deep fill; young-library mix fallbacks
For-You silently vanished after ~7 days of not listening (seed query required a non-skip play in the last 7 days) and capped at ~40 on self-hosted libraries with no ListenBrainz similarity data. - PickTopPlayedTracksForUser: tiered seed — last 30d top plays, else all-time top plays, else liked tracks. For-You only disappears now if the account has zero plays AND zero likes. - produceForYou uses deeper candidate source limits (raised random/ tag/similar K) so it reaches ~100 even with empty lb_similar / similar_artists; richer when LB enrichment is present. - Rediscover: tiered — 6-month-dormant, else ≥5-play 30-day-dormant. - On This Day: floor 60→30 days, window ±7→±10 doy; still skips cleanly (no rows → no playlist) on insufficient history. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -73,20 +73,50 @@ SELECT p.artist_id,
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LIMIT 5;
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-- name: PickTopPlayedTracksForUser :many
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-- For-You candidate seeds. Returns the user's top-5 most-played
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-- non-skipped tracks in the last 7 days; tie-break by track_id for
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-- determinism. The Go-side picker (pickForYouSeedForDay) chooses one
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-- of the returned rows as today's seed via userIDHash so the
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-- candidate pool rotates day-to-day while staying stable within a
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-- day.
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SELECT t.id
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FROM play_events pe
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JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1
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AND pe.started_at > now() - INTERVAL '7 days'
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AND pe.was_skipped = false
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GROUP BY t.id
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ORDER BY COUNT(*) DESC, t.id
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-- For-You candidate seeds, tiered so For-You never silently vanishes:
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-- tier 0 top non-skip plays in the last 30 days
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-- tier 1 (only if tier 0 empty) all-time top non-skip plays
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-- tier 2 (only if tiers 0+1 empty) liked tracks
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-- Returns up to 5 ids; tie-break by track_id for determinism. The
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-- Go-side picker (pickForYouSeedForDay) rotates one per day via
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-- userIDHash. Widened from a hard 7-day window, which made For-You
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-- disappear after a week of not listening and never recover on a
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-- self-hosted library with sparse history.
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WITH recent AS (
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SELECT t.id, COUNT(*) AS c, 0 AS tier
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FROM play_events pe
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JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1
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AND pe.started_at > now() - INTERVAL '30 days'
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AND pe.was_skipped = false
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GROUP BY t.id
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),
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alltime AS (
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SELECT t.id, COUNT(*) AS c, 1 AS tier
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FROM play_events pe
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JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1
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AND pe.was_skipped = false
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GROUP BY t.id
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),
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liked AS (
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SELECT gl.track_id AS id, 0::bigint AS c, 2 AS tier
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FROM general_likes gl
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WHERE gl.user_id = $1
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),
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chosen AS (
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SELECT id, c, tier FROM recent
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UNION ALL
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SELECT id, c, tier FROM alltime
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WHERE NOT EXISTS (SELECT 1 FROM recent)
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UNION ALL
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SELECT id, c, tier FROM liked
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WHERE NOT EXISTS (SELECT 1 FROM recent)
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AND NOT EXISTS (SELECT 1 FROM alltime)
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)
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SELECT id
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FROM chosen
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ORDER BY tier, c DESC, id
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LIMIT 5;
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-- name: PickTopPlayedTrackForArtistByUser :one
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