feat(metrics): provenance as standard — pick_kind for all system mixes
The #1249 mechanism (stamp WHY a track is in the snapshot at build time, freeze it onto the play at ingestion, break it down in metrics) generalizes from a For You one-off to the standard for every system mix (#1270): - Migration 0039 widens both pick_kind CHECKs (drop + re-add in the same change) to taste/fresh + Discover's dormant/cross_user/random + tier1-3 for the rule-#131 eligibility ladders. - GetForYouPickKindForTrack becomes GetSystemPickKindForTrack (user, variant, track); ingestion stamps any systemPlaylistSources play from its own variant's live snapshot, live + offline paths. - Discover stamps its candidate bucket on discoverTrack before the interleave, making the 40/30/30 allocation measurable; dedup keeps the taking bucket's stamp. - Metrics replace the for_you special-case with one pick-kind vocabulary — any family with attributed plays gets a breakdown, future stamping mixes need no metrics change. - Web: breakdown sub-rows are now toggled per surface (collapsed by default) so eight stamping mixes don't swamp the card. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TsF3cNoKrqCYsU78cXC8U6
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@@ -127,20 +127,26 @@ func pickSeedArtistsForDay(pool []pgtype.UUID, userID pgtype.UUID, dateStr strin
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// rankedCandidate is a (track_id, score) pair used during in-memory
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// sorting before insert into playlist_tracks. T5 fills these from
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// recommendation.Candidate scores. PickKind is set only by For-You's
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// head/tail composition (#1249); empty persists as NULL.
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// recommendation.Candidate scores. PickKind is the track's provenance
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// within its mix — For-You's head/tail split (#1249) and Discover's
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// buckets (#1270); empty persists as NULL (variant doesn't stamp yet).
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type rankedCandidate struct {
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TrackID pgtype.UUID
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Score float64
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PickKind string
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}
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// For-You pick kinds, persisted on playlist_tracks.pick_kind so plays
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// can attribute skips to "the taste engine missing" vs "the freshness
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// tax" (#1249). Values mirror the CHECK in migration 0038.
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// Pick kinds, persisted on playlist_tracks.pick_kind so plays can
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// attribute skips to the population that sourced the track — For You's
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// "taste engine missing" vs "freshness tax", Discover's three buckets
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// (#1270). Values mirror the CHECK in migration 0039; the tier1-3
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// values there land with the tiered-mix rebuilds.
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const (
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pickKindTaste = "taste"
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pickKindFresh = "fresh"
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pickKindTaste = "taste"
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pickKindFresh = "fresh"
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pickKindDormant = "dormant"
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pickKindCrossUser = "cross_user"
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pickKindRandom = "random"
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)
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const systemMixLength = 25
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