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>
This commit is contained in:
2026-05-16 12:48:20 -04:00
parent 1e2c486356
commit 2e7b81fdfe
5 changed files with 200 additions and 69 deletions
+47 -20
View File
@@ -202,8 +202,8 @@ 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 '60 days'
AND ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM now())) <= 7
AND started_at < now() - interval '30 days'
AND ABS(EXTRACT(DOY FROM started_at) - EXTRACT(DOY FROM now())) <= 10
GROUP BY track_id
)
SELECT t.id, t.album_id, t.artist_id
@@ -229,9 +229,12 @@ type ListOnThisDayTracksRow struct {
}
// #422 On This Day: tracks the user played around this calendar date
// (±7 day-of-year) in the past, excluding the very recent (>60 days
// (±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.
// they were played in those windows. Floor relaxed from 60→30 days
// and window ±7→±10 so it surfaces on a months-old library instead
// of needing a full year of history; still skips cleanly (no rows →
// no playlist) when there's no qualifying history yet.
// $1 user_id, $2 date string.
func (q *Queries) ListOnThisDayTracks(ctx context.Context, arg ListOnThisDayTracksParams) ([]ListOnThisDayTracksRow, error) {
rows, err := q.db.Query(ctx, listOnThisDayTracks, arg.UserID, arg.Column2)
@@ -255,21 +258,41 @@ func (q *Queries) ListOnThisDayTracks(ctx context.Context, arg ListOnThisDayTrac
const listRediscoverTracks = `-- name: ListRediscoverTracks :many
WITH stats AS (
SELECT track_id, COUNT(*) AS c, MAX(started_at) AS last_at
FROM play_events
WHERE user_id = $1 AND was_skipped = false
GROUP BY track_id
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
),
deep AS (
SELECT t.id, t.album_id, t.artist_id, s.c, 0 AS tier
FROM tracks t
JOIN stats s ON s.track_id = t.id
WHERE s.c >= 5
AND s.last_at <= now() - interval '6 months'
AND NOT EXISTS (
SELECT 1 FROM lidarr_quarantine q
WHERE q.user_id = $1 AND q.track_id = t.id
)
),
shallow AS (
SELECT t.id, t.album_id, t.artist_id, s.c, 1 AS tier
FROM tracks t
JOIN stats s ON s.track_id = t.id
WHERE s.c >= 5
AND s.last_at <= now() - interval '30 days'
AND NOT EXISTS (
SELECT 1 FROM lidarr_quarantine q
WHERE q.user_id = $1 AND q.track_id = t.id
)
)
SELECT t.id, t.album_id, t.artist_id
FROM tracks t
JOIN stats s ON s.track_id = t.id
WHERE s.c >= 5
AND s.last_at <= now() - interval '6 months'
AND NOT EXISTS (
SELECT 1 FROM lidarr_quarantine q
WHERE q.user_id = $1 AND q.track_id = t.id
)
ORDER BY s.c DESC, t.id
SELECT id, album_id, artist_id
FROM (
SELECT id, album_id, artist_id, c, tier FROM deep
UNION ALL
SELECT id, album_id, artist_id, c, tier FROM shallow
WHERE NOT EXISTS (SELECT 1 FROM deep)
) u
ORDER BY tier, c DESC, id
LIMIT 200
`
@@ -280,8 +303,12 @@ type ListRediscoverTracksRow struct {
}
// #420 Rediscover: tracks the user played a lot (>=5 non-skip) but
// not in the last 6 months. Ordered by historical affection.
// $1 user_id.
// has drifted away from. Tiered so a young library still gets a mix:
//
// tier 0 not played in the last 6 months (true rediscovery)
// tier 1 (only if tier 0 empty) not played in the last 30 days
//
// Ordered by historical affection. $1 user_id.
func (q *Queries) ListRediscoverTracks(ctx context.Context, userID pgtype.UUID) ([]ListRediscoverTracksRow, error) {
rows, err := q.db.Query(ctx, listRediscoverTracks, userID)
if err != nil {