fix(server): daily-rotate all deterministic mixes + diversity top-up fallback
Operator feedback on the prior unification commit (7473e98d):
1. NewForYou should daily-rotate alongside Rediscover and FirstListens.
The 'newest album first regardless of day' intent was the wrong
call - operator wants visible day-over-day movement on every
deterministic mix surface. Spec flipped to dailyRotate: true.
2. Diversity caps (<=2 per album / <=3 per artist) on every mix, not
just the historically-diverse ones. The 2-per-album limit has
helped a lot on the operator's library; extending it to NewForYou
and FirstListens (previously album-coherent / no cap) surfaces
more distinct albums per day. Spec flipped to diversify: true on
all five.
3. Fallback when diversity caps strip the pool below the 100-track
target: finishMix now calls topUpFromRaw, which appends non-capped
tracks from the raw SQL pool (preserving original ranked order +
skipping duplicates) until the target is hit or the pool runs out.
On rich libraries the cap yields >= 100 and top-up never runs; on
thin / album-heavy libraries we ship a partly-diversified 100
instead of a strictly-diversified 40.
Net effect: every deterministic mix now rotates day-over-day, every
mix gets the same diversity treatment (with graceful degradation),
and the producer surface stays a single factory over a spec list.
This commit is contained in:
@@ -13,8 +13,8 @@ import (
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// Discovery mixes (#419-423). One generic producer + per-mix spec.
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// Discovery mixes (#419-423). One generic producer + per-mix spec.
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// Replaces the five near-identical produceXxx functions that all
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// Replaces the five near-identical produceXxx functions that all
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// fetched ranked (id, album_id, artist_id) rows, optionally
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// fetched ranked (id, album_id, artist_id) rows, diversified,
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// diversified, truncated, and emitted a single playlist.
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// truncated, and emitted a single playlist.
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//
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//
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// Day-keying is a per-mix property captured by `dailyRotate`:
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// Day-keying is a per-mix property captured by `dailyRotate`:
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//
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//
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@@ -22,18 +22,19 @@ import (
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// ORDER BY md5(t.id::text || $2::text), so the Go producer keeps
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// ORDER BY md5(t.id::text || $2::text), so the Go producer keeps
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// SQL order. `dailyRotate: false`.
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// SQL order. `dailyRotate: false`.
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//
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//
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// - Rediscover / FirstListens — SQL accepts only $1 user_id and
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// - Rediscover / NewForYou / FirstListens — SQL accepts only $1
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// produces deterministic ordering. Same content day-over-day
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// user_id and produces deterministic ordering. `dailyRotate:
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// until library state shifts. `dailyRotate: true` applies a
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// true` applies a daily-deterministic rotate-left of the pool
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// daily-deterministic rotate-left of the pool BEFORE diversify+
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// BEFORE diversify+truncate so each day's top-100 surfaces a
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// truncate so each day's top-100 surfaces a different slice
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// different slice while contiguous-block ordering within each
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// while contiguous-block ordering within each slice is preserved
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// slice is preserved (matters for FirstListens / NewForYou which
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// (matters for FirstListens which is album-coherent).
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// are album-coherent — rotation walks the album boundary cleanly
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// rather than scrambling within an album).
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//
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//
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// - NewForYou — SQL produces a newest-album-first ordering whose
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// Diversity is `true` for every mix: per-album <= 2 / per-artist <= 3.
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// intent is "see what's new". Day-over-day same content is
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// On thin libraries where the cap would chop the pool below 100,
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// correct UX: the user's "what's new" list shouldn't rotate. The
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// finishMix tops up from the uncapped raw pool so the mix still
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// spec carries `dailyRotate: false` deliberately.
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// ships a full-length playlist — see topUpFromRaw.
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// discoveryMixLen caps each mix at the same depth as For-You /
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// discoveryMixLen caps each mix at the same depth as For-You /
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// Discover so shuffle-on-play has a varied pool within a day.
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// Discover so shuffle-on-play has a varied pool within a day.
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@@ -139,7 +140,7 @@ var discoveryMixSpecs = []discoveryMixSpec{
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},
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},
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{
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{
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name: "New for you", variant: "new_for_you",
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name: "New for you", variant: "new_for_you",
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diversify: false, dailyRotate: false, // newest-first is the intent
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diversify: true, dailyRotate: true, // operator wants daily rotation on all deterministic mixes
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fetch: func(ctx context.Context, q *dbq.Queries, uid pgtype.UUID, _ string) ([]discoverTrack, error) {
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fetch: func(ctx context.Context, q *dbq.Queries, uid pgtype.UUID, _ string) ([]discoverTrack, error) {
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rows, err := q.ListNewForYouTracks(ctx, uid)
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rows, err := q.ListNewForYouTracks(ctx, uid)
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if err != nil {
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if err != nil {
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@@ -171,7 +172,7 @@ var discoveryMixSpecs = []discoveryMixSpec{
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},
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},
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{
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{
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name: "First listens", variant: "first_listens",
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name: "First listens", variant: "first_listens",
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diversify: false, dailyRotate: true, // SQL has no date arg; album-coherent so rotate (not shuffle)
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diversify: true, dailyRotate: true, // SQL has no date arg; daily rotate + diversity top-up
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fetch: func(ctx context.Context, q *dbq.Queries, uid pgtype.UUID, _ string) ([]discoverTrack, error) {
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fetch: func(ctx context.Context, q *dbq.Queries, uid pgtype.UUID, _ string) ([]discoverTrack, error) {
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rows, err := q.ListFirstListensTracks(ctx, uid)
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rows, err := q.ListFirstListensTracks(ctx, uid)
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if err != nil {
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if err != nil {
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@@ -186,17 +187,30 @@ var discoveryMixSpecs = []discoveryMixSpec{
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},
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},
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}
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}
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// finishMix caps (per-album<=2 / per-artist<=3) when diversify is
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// finishMix applies diversity caps (per-album <= 2 / per-artist <= 3)
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// set, truncates to discoveryMixLen, and converts to the insert
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// when diversify is set, with a top-up fallback when caps strip the
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// type. Album-coherent mixes (New for you, First Listens) pass
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// pool below discoveryMixLen: the capped result is filled out with
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// diversify=false so whole albums survive.
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// non-capped tracks (preserving original SQL order) until the target
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// is hit or the raw pool runs out.
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//
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// The fallback matters on small / album-heavy libraries — the cap
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// can chop a 200-row pool down to 40, and we'd rather ship a partly-
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// diversified 100 than a strictly-diversified 40. On rich libraries
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// the cap yields >= 100 and the top-up path never runs.
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func finishMix(rows []discoverTrack, diversify bool) []rankedCandidate {
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func finishMix(rows []discoverTrack, diversify bool) []rankedCandidate {
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pool := rows
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var pool []discoverTrack
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if diversify {
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if diversify {
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pool = capByAlbumAndArtist(pool)
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capped := capByAlbumAndArtist(rows)
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}
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if len(capped) >= discoveryMixLen {
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if len(pool) > discoveryMixLen {
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pool = capped[:discoveryMixLen]
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pool = pool[:discoveryMixLen]
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} else {
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pool = topUpFromRaw(capped, rows, discoveryMixLen)
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}
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} else {
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pool = rows
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if len(pool) > discoveryMixLen {
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pool = pool[:discoveryMixLen]
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}
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}
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}
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if len(pool) == 0 {
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if len(pool) == 0 {
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return nil
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return nil
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@@ -208,6 +222,32 @@ func finishMix(rows []discoverTrack, diversify bool) []rankedCandidate {
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return tracks
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return tracks
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}
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}
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// topUpFromRaw appends non-capped tracks from raw (in their original
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// order) onto capped, skipping any already present, until the result
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// reaches target or raw is exhausted. Preserves SQL ranking semantics
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// for the non-diverse fill so the topped-up tail still trends best-
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// first within each album.
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func topUpFromRaw(capped, raw []discoverTrack, target int) []discoverTrack {
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if len(capped) >= target {
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return capped[:target]
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}
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seen := make(map[pgtype.UUID]struct{}, len(capped))
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for _, t := range capped {
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seen[t.ID] = struct{}{}
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}
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pool := capped
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for _, t := range raw {
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if _, in := seen[t.ID]; in {
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continue
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}
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pool = append(pool, t)
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if len(pool) >= target {
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break
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}
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}
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return pool
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}
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// emit wraps the finished track list in a single builtPlaylist (the
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// emit wraps the finished track list in a single builtPlaylist (the
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// discovery mixes are all singletons). nil tracks → no playlist.
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// discovery mixes are all singletons). nil tracks → no playlist.
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func emit(name, variant string, tracks []rankedCandidate) []builtPlaylist {
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func emit(name, variant string, tracks []rankedCandidate) []builtPlaylist {
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