feat(taste): time-of-day / weekday context conditioning — #1531
Milestone #160 Opt 3 (temporal half). A new additive scoring term that boosts a candidate when its artist's play history concentrates in the CURRENT daypart × weekday-type cell, in the user's local timezone. - Migration 0046: recommendation_weight_profiles.context_time_weight (per-profile scoring weight, DEFAULT 1.0). - Query ListArtistContextPlayCountsForUser: per-artist completed-play counts split by the current cell (daypart night[22,5)/morning[5,12)/ afternoon[12,17)/evening[17,22) × weekday-vs-weekend) via started_at AT TIME ZONE users.timezone; 365-day window, skips excluded. - internal/recommendation/context.go: LoadContextAffinity computes each artist's shrunk cell-share minus the user's baseline share, clamped to [-1,1]; sparse artists shrink toward baseline (pseudo-count 5), unknown artists → 0 (cold-start neutral). - Score() gains context_affinity_score · ContextTimeWeight; both candidate loaders set it per candidate. - Tuning lab: ContextTimeWeight threaded through recsettings + admin API + web card ("Time-of-day weight" row) + Go/web tests. Shipped 1.0 both profiles (uniform start, re-bakeable). Device-class axis deferred to #1551 (needs a client_id → device-class mapping that doesn't exist yet). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -67,6 +67,10 @@ var weightFields = map[string]weightField{
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get: func(w recommendation.ScoringWeights) float64 { return w.TasteWeight },
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set: func(w *recommendation.ScoringWeights, v float64) { w.TasteWeight = v },
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},
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"context_time_weight": {
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get: func(w recommendation.ScoringWeights) float64 { return w.ContextTimeWeight },
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set: func(w *recommendation.ScoringWeights, v float64) { w.ContextTimeWeight = v },
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},
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}
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// applyWeightPatch validates and applies a partial update, returning
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