2be07ef271
Three discovery-mix defects from the intent audit (Scribe note #1254), all sharing the same root pattern — skips treated as non-events: - Deep Cuts (#1257): eligibility counted only unskipped plays, so a track skipped twice with zero completed listens read as "barely heard" and kept being re-offered. Tracks with >=2 skips no longer qualify; a single accidental skip doesn't banish. - Rediscover (#1258): a skip on a rediscover-sourced play — the user explicitly declining the resurfacing invitation — changed nothing, so declined tracks re-qualified the next day forever. Such tracks now sit out 90 days. - On This Day (#1256): day-of-year distance used plain ABS, so Dec 28 vs Jan 3 read as 359 days apart and the window silently gutted itself for ~3 weeks around every New Year. Now circular (LEAST(d, 365-d)), anchored on the build-date parameter instead of now() so it's testable and consistent with the mix's daily determinism. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TsF3cNoKrqCYsU78cXC8U6
195 lines
7.6 KiB
SQL
195 lines
7.6 KiB
SQL
-- Candidate queries for the discovery system-playlist mixes
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-- (#419-423). Each returns (id, album_id, artist_id) rows; the Go
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-- producer caps + truncates and converts to rankedCandidate. Daily-
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-- deterministic md5(id||dateStr) ordering (where used) keeps a mix
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-- stable within a day while rotating across days; shuffle-on-play
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-- gives per-play variety on top.
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-- name: ListDeepCutsTracks :many
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-- #419 Deep Cuts: low-play tracks (<=2 plays) from artists the user
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-- has liked OR played heavily (>=5 non-skip plays across the artist).
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-- Tracks the user has skipped twice or more don't qualify (#1257):
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-- eligibility used to count only unskipped plays, so the most actively
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-- rejected tracks read as "barely heard" and kept being re-offered.
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-- Threshold 2 so a single accidental skip doesn't banish a track;
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-- passive-signal only (no dislike UI, rule #101).
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-- $1 user_id, $2 date string.
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WITH affinity_artists AS (
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SELECT artist_id FROM general_likes_artists WHERE user_id = $1
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UNION
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SELECT t.artist_id
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FROM play_events pe JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1 AND pe.was_skipped = false
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GROUP BY t.artist_id
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HAVING COUNT(*) >= 5
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),
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play_counts AS (
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SELECT track_id, COUNT(*) AS c
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FROM play_events
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WHERE user_id = $1 AND was_skipped = false
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GROUP BY track_id
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),
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skip_counts AS (
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SELECT track_id, COUNT(*) AS c
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FROM play_events
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WHERE user_id = $1 AND was_skipped = true
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GROUP BY track_id
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)
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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JOIN affinity_artists aa ON aa.artist_id = t.artist_id
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LEFT JOIN play_counts pc ON pc.track_id = t.id
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LEFT JOIN skip_counts sc ON sc.track_id = t.id
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WHERE COALESCE(pc.c, 0) <= 2
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AND COALESCE(sc.c, 0) < 2
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AND NOT EXISTS (
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SELECT 1 FROM lidarr_quarantine q
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WHERE q.user_id = $1 AND q.track_id = t.id
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)
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ORDER BY md5(t.id::text || $2::text)
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LIMIT 200;
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-- name: ListRediscoverTracks :many
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-- #420 Rediscover: tracks the user played a lot but has drifted away
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-- from. One blended pool (issue #1246: the old two-tier UNION was
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-- all-or-nothing — a single ">=6 months cold" row suppressed the whole
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-- ">=30 days" tier, which is how a one-song playlist shipped; the 6mo
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-- tier was also a strict subset of the 30d tier). Eligibility is >=3
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-- non-skip plays and >=30 days cold; the bar sits at 3 rather than 5
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-- so a weeks-old library still fields a pool — on young histories the
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-- >=5-play tracks are precisely the ones still in rotation. Ordering
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-- prefers true rediscoveries (>=6 months cold), then strong affection
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-- (>=5 plays), then raw play count; the producer's minimum floor
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-- decides whether the pool is big enough to ship at all. $1 user_id.
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WITH stats AS (
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SELECT pe.track_id, COUNT(*) AS c, MAX(pe.started_at) AS last_at
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FROM play_events pe
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WHERE pe.user_id = $1 AND pe.was_skipped = false
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GROUP BY pe.track_id
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)
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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JOIN stats s ON s.track_id = t.id
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WHERE s.c >= 3
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AND s.last_at <= now() - interval '30 days'
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AND NOT EXISTS (
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SELECT 1 FROM lidarr_quarantine q
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WHERE q.user_id = $1 AND q.track_id = t.id
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)
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-- Declined-resurfacing cooldown (#1258): a skip on a
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-- rediscover-sourced play is the user explicitly saying "I've moved
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-- on" to the exact invitation this mix extends — such tracks sit
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-- out ~90 days instead of re-qualifying the next day. Passive
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-- signal only (rule #101).
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AND NOT EXISTS (
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SELECT 1 FROM play_events rp
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WHERE rp.user_id = $1
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AND rp.track_id = t.id
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AND rp.source = 'rediscover'
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AND rp.was_skipped = true
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AND rp.started_at > now() - interval '90 days'
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)
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ORDER BY (s.last_at <= now() - interval '6 months') DESC,
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(s.c >= 5) DESC,
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s.c DESC, t.id
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LIMIT 200;
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-- name: ListNewForYouTracks :many
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-- #421 New for you: tracks from albums added in the last 30 days
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-- whose artist the user has liked OR played (>=3 non-skip). Album-
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-- coherent (newest album first, then disc/track) — the producer does
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-- NOT diversity-cap these; they're meant as whole-album discovery.
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-- $1 user_id.
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WITH affinity_artists AS (
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SELECT artist_id FROM general_likes_artists WHERE user_id = $1
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UNION
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SELECT t.artist_id
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FROM play_events pe JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1 AND pe.was_skipped = false
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GROUP BY t.artist_id
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HAVING COUNT(*) >= 3
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)
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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JOIN albums al ON al.id = t.album_id
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JOIN affinity_artists aa ON aa.artist_id = al.artist_id
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WHERE al.created_at >= now() - interval '30 days'
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AND NOT EXISTS (
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SELECT 1 FROM lidarr_quarantine q
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WHERE q.user_id = $1 AND q.track_id = t.id
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)
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ORDER BY al.created_at DESC, t.disc_number NULLS FIRST, t.track_number NULLS FIRST
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LIMIT 200;
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-- name: ListOnThisDayTracks :many
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-- #422 On This Day: tracks the user played around this calendar date
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-- (±10 day-of-year) in the past, excluding the very recent (>30 days
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-- ago) so it's nostalgic, not just "last week". Weighted by how much
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-- they were played in those windows. Floor relaxed from 60→30 days
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-- and window ±7→±10 so it surfaces on a months-old library instead
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-- of needing a full year of history; still skips cleanly (no rows →
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-- no playlist) when there's no qualifying history yet.
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-- Day-of-year distance is circular (#1256): plain ABS made Dec 28 vs
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-- Jan 3 read as 359 days apart, silently gutting the window for ~3
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-- weeks around every New Year — precisely when holiday nostalgia is
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-- the point. LEAST(d, 365-d) wraps the boundary; leap-year drift of
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-- ±1 is absorbed by the ±10 window. The build date ($2, already here
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-- for the md5 rotation) anchors "today" instead of now() so the
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-- window is testable and consistent with the mix's daily determinism.
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-- $1 user_id, $2 date string.
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WITH windowed AS (
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SELECT track_id, COUNT(*) AS c
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FROM play_events
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WHERE user_id = $1 AND was_skipped = false
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AND started_at < now() - interval '30 days'
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AND LEAST(
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ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM $2::date)),
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365 - ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM $2::date))
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) <= 10
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GROUP BY track_id
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)
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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JOIN windowed w ON w.track_id = t.id
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WHERE NOT EXISTS (
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SELECT 1 FROM lidarr_quarantine q
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WHERE q.user_id = $1 AND q.track_id = t.id
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)
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ORDER BY w.c DESC, md5(t.id::text || $2::text)
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LIMIT 200;
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-- name: ListFirstListensTracks :many
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-- #423 First Listens: albums the user has never played any track of.
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-- Tiered: liked-artist albums first, then played-artist albums, then
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-- the rest — album-coherent within each tier. Not diversity-capped
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-- (whole-album discovery). $1 user_id.
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WITH heard_albums AS (
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SELECT DISTINCT t.album_id
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FROM play_events pe JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1
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),
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played_artists AS (
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SELECT DISTINCT t.artist_id
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FROM play_events pe JOIN tracks t ON t.id = pe.track_id
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WHERE pe.user_id = $1
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)
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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JOIN albums al ON al.id = t.album_id
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WHERE NOT EXISTS (SELECT 1 FROM heard_albums h WHERE h.album_id = al.id)
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AND NOT EXISTS (
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SELECT 1 FROM lidarr_quarantine q
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WHERE q.user_id = $1 AND q.track_id = t.id
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)
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ORDER BY
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(CASE
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WHEN EXISTS (
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SELECT 1 FROM general_likes_artists gla
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WHERE gla.user_id = $1 AND gla.artist_id = al.artist_id
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) THEN 0
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WHEN al.artist_id IN (SELECT artist_id FROM played_artists) THEN 1
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ELSE 2
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END),
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al.id, t.disc_number NULLS FIRST, t.track_number NULLS FIRST
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LIMIT 300;
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