-- Candidate queries for the discovery system-playlist mixes --. Each returns (id, album_id, artist_id) rows; the Go -- producer caps + truncates and converts to rankedCandidate. Daily- -- deterministic md5(id||dateStr) ordering (where used) keeps a mix -- stable within a day while rotating across days; shuffle-on-play -- gives per-play variety on top. -- name: ListDeepCutsTracks :many -- Deep Cuts: low-play tracks (<=2 plays) from artists the user -- has liked OR played heavily (>=5 non-skip plays across the artist). -- Tracks the user has skipped twice or more don't qualify: counting only -- unskipped plays would make the most actively rejected tracks read as -- "barely heard" and keep re-offering them. Threshold 2 so a single -- accidental skip doesn't banish a track; passive signal only (there is no -- dislike button). -- $1 user_id, $2 date string. WITH affinity_artists AS ( SELECT artist_id FROM general_likes_artists WHERE user_id = $1 UNION SELECT t.artist_id FROM play_events pe JOIN tracks t ON t.id = pe.track_id WHERE pe.user_id = $1 AND pe.was_skipped = false GROUP BY t.artist_id HAVING COUNT(*) >= 5 ), play_counts AS ( SELECT track_id, COUNT(*) AS c FROM play_events WHERE user_id = $1 AND was_skipped = false GROUP BY track_id ), skip_counts AS ( SELECT track_id, COUNT(*) AS c FROM play_events WHERE user_id = $1 AND was_skipped = true GROUP BY track_id ) SELECT t.id, t.album_id, t.artist_id FROM tracks t JOIN affinity_artists aa ON aa.artist_id = t.artist_id LEFT JOIN play_counts pc ON pc.track_id = t.id LEFT JOIN skip_counts sc ON sc.track_id = t.id WHERE t.missing_since IS NULL -- never offer a file that is gone AND COALESCE(pc.c, 0) <= 2 AND COALESCE(sc.c, 0) < 2 AND NOT EXISTS ( SELECT 1 FROM quarantine q WHERE q.user_id = $1 AND q.track_id = t.id ) ORDER BY md5(t.id::text || $2::text) LIMIT 200; -- name: ListRediscoverTracks :many -- Rediscover: tracks the user played a lot but has drifted away -- from. One blended pool, not a two-tier UNION: the ">=6 months cold" tier is -- a strict subset of the ">=30 days" one, and a UNION that let one row of it -- suppress the wider tier would ship a one-song playlist. Eligibility is >=3 -- non-skip plays and >=30 days cold; the bar sits at 3 rather than 5 -- so a weeks-old library still fields a pool — on young histories the -- >=5-play tracks are precisely the ones still in rotation. Ordering -- prefers true rediscoveries (>=6 months cold), then strong affection -- (>=5 plays), then raw play count; the producer's minimum floor -- decides whether the pool is big enough to ship at all. $1 user_id. WITH stats AS ( SELECT pe.track_id, COUNT(*) AS c, MAX(pe.started_at) AS last_at FROM play_events pe WHERE pe.user_id = $1 AND pe.was_skipped = false GROUP BY pe.track_id ) SELECT t.id, t.album_id, t.artist_id FROM tracks t JOIN stats s ON s.track_id = t.id WHERE t.missing_since IS NULL -- never offer a file that is gone AND s.c >= 3 AND s.last_at <= now() - interval '30 days' AND NOT EXISTS ( SELECT 1 FROM quarantine q WHERE q.user_id = $1 AND q.track_id = t.id ) -- Declined-resurfacing cooldown: a skip on a -- rediscover-sourced play is the user explicitly saying "I've moved -- on" to the exact invitation this mix extends — such tracks sit -- out ~90 days instead of re-qualifying the next day. Passive -- signal only. AND NOT EXISTS ( SELECT 1 FROM play_events rp WHERE rp.user_id = $1 AND rp.track_id = t.id AND rp.source = 'rediscover' AND rp.was_skipped = true AND rp.started_at > now() - interval '90 days' ) ORDER BY (s.last_at <= now() - interval '6 months') DESC, (s.c >= 5) DESC, s.c DESC, t.id LIMIT 200; -- name: ListNewForYouTracks :many -- New for you, tiered so the mix degrades rather than vanishes. A -- single hard rule (added <30d AND direct affinity) has no notion of -- consumption: the album you devoured in week one would crowd the mix -- for three more weeks, and after a quiet month nothing would qualify. -- -- "Consumed" = any track attempted for >=30s (the First Listens -- threshold): once you've meaningfully engaged, the album is -- no longer news. Applies to every tier — played albums leave the -- mix the next build. -- -- tier 1 the exact desire: unconsumed albums added <30d by -- direct-affinity artists (liked, or >=3 attempted plays) -- tier 2 step back a little: unconsumed affinity albums from the -- wider 30-90d window — added while you weren't looking -- tier 3 step back more: any unconsumed album added <90d -- regardless of affinity, newest first -- -- Album-coherent within tiers (newest album first, then disc/track); -- the producer fills top-down and rotates within tier blocks. The -- tier lands on playlist_tracks.pick_kind so metrics can price what -- each step-back trades away. $1 user_id. WITH attempted AS ( SELECT DISTINCT pe.track_id FROM play_events pe WHERE pe.user_id = $1 AND pe.duration_played_ms >= 30000 ), consumed_albums AS ( SELECT DISTINCT t.album_id FROM attempted a JOIN tracks t ON t.id = a.track_id ), affinity_artists AS ( SELECT gla.artist_id FROM general_likes_artists gla WHERE gla.user_id = $1 UNION SELECT t.artist_id FROM attempted a JOIN tracks t ON t.id = a.track_id GROUP BY t.artist_id HAVING COUNT(*) >= 3 ), albums_tiered AS ( SELECT al.id AS album_id, al.created_at, CASE WHEN al.created_at >= now() - interval '30 days' AND al.artist_id IN (SELECT artist_id FROM affinity_artists) THEN 1 WHEN al.artist_id IN (SELECT artist_id FROM affinity_artists) THEN 2 ELSE 3 END AS tier FROM albums al WHERE al.created_at >= now() - interval '90 days' AND al.id NOT IN (SELECT album_id FROM consumed_albums) ) SELECT t.id, t.album_id, t.artist_id, alt.tier::int AS tier FROM tracks t JOIN albums_tiered alt ON alt.album_id = t.album_id WHERE t.missing_since IS NULL -- never offer a file that is gone AND NOT EXISTS ( SELECT 1 FROM quarantine q WHERE q.user_id = $1 AND q.track_id = t.id ) ORDER BY alt.tier, alt.created_at DESC, t.album_id, t.disc_number NULLS FIRST, t.track_number NULLS FIRST LIMIT 300; -- name: ListOnThisDayTracks :many -- On This Day: tracks the user played around this calendar date -- (±10 day-of-year) in the past, excluding the very recent (>30 days -- ago) so it's nostalgic, not just "last week". Weighted by how much -- they were played in those windows. The 30-day floor and ±10 window -- let it surface on a months-old library rather than needing a full -- year of history; it still skips cleanly (no rows → no playlist) -- when there's no qualifying history yet. -- Day-of-year distance is circular: plain ABS would read Dec 28 vs -- Jan 3 as 359 days apart, gutting the window for ~3 weeks around -- every New Year — precisely when holiday nostalgia is the point. -- LEAST(d, 365-d) wraps the boundary; leap-year drift of ±1 is absorbed -- by the ±10 window. The build date ($2, already here -- for the md5 rotation) anchors "today" instead of now() so the -- window is testable and consistent with the mix's daily determinism. -- $1 user_id, $2 date string. WITH windowed AS ( SELECT track_id, COUNT(*) AS c FROM play_events WHERE user_id = $1 AND was_skipped = false AND started_at < now() - interval '30 days' AND LEAST( ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM $2::date)), 365 - ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM $2::date)) ) <= 10 GROUP BY track_id ) SELECT t.id, t.album_id, t.artist_id FROM tracks t JOIN windowed w ON w.track_id = t.id WHERE t.missing_since IS NULL -- never offer a file that is gone AND NOT EXISTS ( SELECT 1 FROM quarantine q WHERE q.user_id = $1 AND q.track_id = t.id ) ORDER BY w.c DESC, md5(t.id::text || $2::text) LIMIT 200; -- name: ListFirstListensTracks :many -- First Listens: songs the user has never heard or even -- attempted. "Attempted" is track-level with a >=30s listen threshold: -- disqualifying a whole album on ANY play_event would let a 2-second -- accidental brush banish it permanently. -- -- tier 1 the exact desire: albums with ZERO attempted tracks -- tier 2 step back: barely-attempted albums (<=25% of tracks -- reached 30s) — brushed, never explored. The already- -- attempted tracks themselves are excluded; they're not -- first listens. -- -- Within each tier, affinity-ordered as before: liked artist, then -- attempted-played artist (>=30s — skip-only contact isn't trust), -- then the rest; album-coherent. The tier lands on -- playlist_tracks.pick_kind via the producer. $1 user_id. WITH attempted AS ( SELECT DISTINCT pe.track_id FROM play_events pe WHERE pe.user_id = $1 AND pe.duration_played_ms >= 30000 ), album_attempts AS ( SELECT t.album_id, COUNT(a.track_id) AS attempted_count, COUNT(*) AS track_count FROM tracks t LEFT JOIN attempted a ON a.track_id = t.id GROUP BY t.album_id ), attempted_artists AS ( SELECT DISTINCT t.artist_id FROM attempted a JOIN tracks t ON t.id = a.track_id ), albums_tiered AS ( SELECT aa.album_id, CASE WHEN aa.attempted_count = 0 THEN 1 WHEN aa.attempted_count::float / GREATEST(aa.track_count, 1) <= 0.25 THEN 2 END AS tier FROM album_attempts aa ) SELECT t.id, t.album_id, t.artist_id, alt.tier::int AS tier FROM tracks t JOIN albums al ON al.id = t.album_id JOIN albums_tiered alt ON alt.album_id = al.id WHERE t.missing_since IS NULL -- never offer a file that is gone AND alt.tier IS NOT NULL AND NOT EXISTS (SELECT 1 FROM attempted a WHERE a.track_id = t.id) AND NOT EXISTS ( SELECT 1 FROM quarantine q WHERE q.user_id = $1 AND q.track_id = t.id ) ORDER BY alt.tier, (CASE WHEN EXISTS ( SELECT 1 FROM general_likes_artists gla WHERE gla.user_id = $1 AND gla.artist_id = al.artist_id ) THEN 0 WHEN al.artist_id IN (SELECT artist_id FROM attempted_artists) THEN 1 ELSE 2 END), al.id, t.disc_number NULLS FIRST, t.track_number NULLS FIRST LIMIT 300;