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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@@ -289,6 +289,23 @@ var systemPlaylistRegistry = []systemPlaylistKind{
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{Key: "first_listens", Singleton: true, Produce: produceFirstListens},
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}
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// systemForYouSourceLimits is a deeper candidate pool than the radio
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// default. On a self-hosted library without ListenBrainz similarity
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// data the lb_similar / similar_artists sources contribute nothing,
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// so the default (~130 raw, ~40 after dedup + diversity caps) can
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// never fill For-You's 100-track head/tail. The raised random/tag
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// fill keeps For-You ~100 deep regardless of LB enrichment; when LB
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// data IS present the larger lb/similar K just makes it richer.
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func systemForYouSourceLimits() recommendation.CandidateSourceLimits {
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return recommendation.CandidateSourceLimits{
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LBSimilar: 80,
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SimilarArtist: 80,
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TagOverlap: 60,
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LikesOverlap: 40,
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RandomFill: 150,
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}
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}
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// produceForYou: today's seed from the user's top-5 played tracks
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// (rotates daily via userIDHash), similarity candidate pool, head+
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// tail composition. The base seed query failing is fatal; a
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@@ -311,7 +328,7 @@ func produceForYou(
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1, // recentlyPlayedHours — small to avoid filtering the seed's recent neighbourhood
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zeroVec,
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[]pgtype.UUID{forYouSeed},
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recommendation.DefaultCandidateSourceLimits(),
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systemForYouSourceLimits(),
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)
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if cerr != nil {
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logger.Warn("system playlist: for-you candidates load failed; skipping",
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