feat(tuning): expose EnrichedTagScale in the tuning lab (#1520)
test-go / test (push) Successful in 35s
test-web / test (push) Successful in 41s
test-go / integration (push) Successful in 4m45s

Promote the enriched-tag weight (#1490) from a taste.Config default into
the DB-backed tuning lab so operators can dial how much folksonomy tags
count vs raw ID3 genre (rule #25).

- Migration 0044: taste_tuning.enriched_tag_scale (DEFAULT 0.5, backfills
  the existing row).
- recsettings: TasteTuning gains the field; seeded/read/updated through
  reconcile + persistTaste; applyTastePatch validates it to [0,1]
  (generic non-half-life clamp) and diffTaste audits it; TasteConfig maps
  it into the profile build.
- API: tasteTuningResp exposes enriched_tag_scale.
- Web tuning card: a data-driven "Enriched tag weight" knob (0 = genre
  only). Tests: recsettings persist+range, web fixture field.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-07-14 07:51:36 -04:00
parent c30511e71b
commit 2b3be8311a
12 changed files with 61 additions and 8 deletions
+8 -1
View File
@@ -38,12 +38,14 @@ const (
)
// TasteTuning is the tunable subset of taste.Config: the engagement
// half-life and the completion→engagement curve points.
// half-life, the completion→engagement curve points, and the enriched-tag
// weight (how much folksonomy tags count vs raw ID3 genre, #1520).
type TasteTuning struct {
HalfLifeDays float64
EngagementHardSkip float64
EngagementNeutral float64
EngagementFull float64
EnrichedTagScale float64
}
// ShippedRadioWeights are the shipped radio-profile defaults (moved
@@ -86,6 +88,7 @@ func ShippedTasteTuning() TasteTuning {
EngagementHardSkip: d.Engagement.HardSkip,
EngagementNeutral: d.Engagement.NeutralCompletion,
EngagementFull: d.Engagement.FullCompletion,
EnrichedTagScale: d.EnrichedTagScale,
}
}
@@ -133,6 +136,7 @@ func (s *Service) reconcile(ctx context.Context) error {
EngagementHardSkip: st.EngagementHardSkip,
EngagementNeutral: st.EngagementNeutral,
EngagementFull: st.EngagementFull,
EnrichedTagScale: st.EnrichedTagScale,
}); err != nil {
return fmt.Errorf("seed taste tuning: %w", err)
}
@@ -156,6 +160,7 @@ func (s *Service) reconcile(ctx context.Context) error {
EngagementHardSkip: tt.EngagementHardSkip,
EngagementNeutral: tt.EngagementNeutral,
EngagementFull: tt.EngagementFull,
EnrichedTagScale: tt.EnrichedTagScale,
}
s.mu.Unlock()
@@ -205,6 +210,7 @@ func (s *Service) TasteConfig() taste.Config {
NeutralCompletion: t.EngagementNeutral,
FullCompletion: t.EngagementFull,
}
cfg.EnrichedTagScale = t.EnrichedTagScale
return cfg
}
@@ -301,6 +307,7 @@ func (s *Service) persistTaste(
EngagementHardSkip: t.EngagementHardSkip,
EngagementNeutral: t.EngagementNeutral,
EngagementFull: t.EngagementFull,
EnrichedTagScale: t.EnrichedTagScale,
}); err != nil {
return fmt.Errorf("update taste tuning: %w", err)
}