7226dab9ff
The 2-week metrics review found Discover beating the manual baseline on skip rate — which for a discovery surface means it plays it safe. On a single-user server it's effectively dormant + crude-random, and the per-user taste profile (taste_profile_tags, #796) went unused (#1254 gap). Add a fourth Discover candidate bucket, ListTasteUnheardTracksForDiscover: unheard / non-liked / non-quarantined tracks ranked by summed taste-tag weight over tracks.genre (split like the radio tag_overlap arm), md5 tiebreak. Its picks are stamped pick_kind = 'taste_unheard' (migration 0041 widens the CHECK on playlist_tracks + play_events, rule #36). Rebalance the slot allocation 40/30/30 → taste_unheard 35 / dormant 30 / cross_user 20 / random 15, and lead the interleave with taste_unheard so a track shared with another bucket keeps the taste stamp and the targeted-novelty arm stays measurable. Metrics label "Taste-matched" + order entry added to the single server-side pickKindLabels map, so web and Android surface the new breakdown row with no client change. Cold start (empty taste_profile_tags) yields an empty taste bucket that redistributes to the survivors, so Discover still fills. Scribe #1488. Companion review outcomes: Songs-like starvation already fixed (#1255); For You v2 ratified as-is (fresh-injection cost disproven). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
139 lines
5.1 KiB
SQL
139 lines
5.1 KiB
SQL
-- Discover playlist bucket queries. Each returns up to its LIMIT
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-- count of (track_id, album_id, artist_id) triples ordered
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-- daily-deterministically via md5(track_id || dateStr). The Go-side
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-- bucket allocator (internal/playlists/discover.go) applies
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-- per-album (<=2) and per-artist (<=3) caps then redistributes any
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-- bucket deficit equally across the others. LIMIT values are
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-- generous so the caps + redistribution have headroom.
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-- name: ListDormantArtistTracksForDiscover :many
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-- Tracks whose artist this user has played fewer than 10 times total.
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-- The artist threshold defines "dormant" — we want to surface the
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-- long tail of artists in the user's library that they rarely listen
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-- to. Excludes tracks the user has played, liked, or has quarantined.
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-- $1 = user_id, $2 = date string for md5 ordering.
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WITH user_artist_counts AS (
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SELECT t.artist_id, COUNT(*) AS play_count
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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.artist_id
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),
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dormant_artists AS (
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SELECT a.id
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FROM artists a
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LEFT JOIN user_artist_counts uac ON uac.artist_id = a.id
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WHERE COALESCE(uac.play_count, 0) < 10
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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 dormant_artists da ON da.id = t.artist_id
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WHERE NOT EXISTS (
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SELECT 1 FROM play_events pe
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WHERE pe.user_id = $1
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AND pe.track_id = t.id
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AND pe.was_skipped = false
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)
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AND NOT EXISTS (
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SELECT 1 FROM general_likes gl
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WHERE gl.user_id = $1 AND gl.track_id = t.id
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)
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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 80;
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-- name: ListCrossUserLikedTracksForDiscover :many
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-- Tracks any OTHER user has liked, that this user hasn't played,
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-- liked, or had quarantined. On single-user servers this returns 0
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-- rows (the caller's slot redistribution rolls the deficit into the
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-- other two buckets).
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-- $1 = user_id, $2 = date string for md5 ordering.
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--
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-- GROUP BY (not SELECT DISTINCT) so the md5 ORDER BY expression need
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-- not appear in the select list — Postgres rejects DISTINCT + ORDER BY
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-- by-expression at plan time (SQLSTATE 42P10), which previously caused
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-- the entire Discover build to fail silently.
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SELECT t.id, t.album_id, t.artist_id
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FROM general_likes gl
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JOIN tracks t ON t.id = gl.track_id
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WHERE gl.user_id != $1
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AND NOT EXISTS (
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SELECT 1 FROM play_events pe
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WHERE pe.user_id = $1
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AND pe.track_id = t.id
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AND pe.was_skipped = false
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)
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AND NOT EXISTS (
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SELECT 1 FROM general_likes ml
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WHERE ml.user_id = $1 AND ml.track_id = t.id
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)
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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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GROUP BY t.id, t.album_id, t.artist_id
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ORDER BY md5(t.id::text || $2::text)
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LIMIT 60;
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-- name: ListRandomUnheardTracksForDiscover :many
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-- Random sample from the entire library. Same exclusion filters as
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-- the other two buckets. The generous LIMIT (200) gives the caller
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-- headroom for the per-album/artist caps and the slot redistribution.
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-- $1 = user_id, $2 = date string for md5 ordering.
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SELECT t.id, t.album_id, t.artist_id
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FROM tracks t
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WHERE NOT EXISTS (
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SELECT 1 FROM play_events pe
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WHERE pe.user_id = $1
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AND pe.track_id = t.id
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AND pe.was_skipped = false
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)
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AND NOT EXISTS (
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SELECT 1 FROM general_likes gl
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WHERE gl.user_id = $1 AND gl.track_id = t.id
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)
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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: ListTasteUnheardTracksForDiscover :many
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-- Taste-targeted novelty: unheard tracks whose genres overlap the user's
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-- taste-profile tags (taste_profile_tags, #796), ranked by summed tag
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-- weight — "new to you, but your vibe" rather than the crude random arm.
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-- Genres live inline on tracks.genre as a delimited string, split the
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-- same way the radio tag_overlap arm does (regexp_split_to_table on
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-- [;,]). Same exclusion filters as the other buckets. Returns nothing
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-- when the user has no taste tags yet (cold start), so the caller
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-- redistributes its slots to the other buckets. Stamped 'taste_unheard'.
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-- $1 = user_id, $2 = date string for md5 tiebreak ordering.
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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 LATERAL regexp_split_to_table(coalesce(t.genre, ''), '[;,]') AS g_split(g) ON true
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JOIN taste_profile_tags nt ON nt.user_id = $1 AND trim(g_split.g) = nt.tag
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WHERE nt.weight > 0
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AND trim(g_split.g) <> ''
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AND NOT EXISTS (
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SELECT 1 FROM play_events pe
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WHERE pe.user_id = $1
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AND pe.track_id = t.id
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AND pe.was_skipped = false
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)
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AND NOT EXISTS (
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SELECT 1 FROM general_likes gl
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WHERE gl.user_id = $1 AND gl.track_id = t.id
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)
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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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GROUP BY t.id, t.album_id, t.artist_id
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ORDER BY SUM(nt.weight) DESC, md5(t.id::text || $2::text)
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LIMIT 120;
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