feat(tuning): expose EnrichedTagScale in the tuning lab (#1520)
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>
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@@ -10,7 +10,7 @@ import (
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)
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const getTasteTuning = `-- name: GetTasteTuning :one
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SELECT singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at FROM taste_tuning WHERE singleton = true
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SELECT singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale FROM taste_tuning WHERE singleton = true
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`
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func (q *Queries) GetTasteTuning(ctx context.Context) (TasteTuning, error) {
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@@ -23,6 +23,7 @@ func (q *Queries) GetTasteTuning(ctx context.Context) (TasteTuning, error) {
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&i.EngagementNeutral,
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&i.EngagementFull,
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&i.UpdatedAt,
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&i.EnrichedTagScale,
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)
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return i, err
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}
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@@ -120,9 +121,10 @@ UPDATE taste_tuning
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engagement_hard_skip = $2,
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engagement_neutral = $3,
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engagement_full = $4,
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enriched_tag_scale = $5,
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updated_at = now()
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WHERE singleton = true
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RETURNING singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at
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RETURNING singleton, half_life_days, engagement_hard_skip, engagement_neutral, engagement_full, updated_at, enriched_tag_scale
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`
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type UpdateTasteTuningParams struct {
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@@ -130,6 +132,7 @@ type UpdateTasteTuningParams struct {
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EngagementHardSkip float64
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EngagementNeutral float64
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EngagementFull float64
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EnrichedTagScale float64
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}
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func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningParams) (TasteTuning, error) {
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@@ -138,6 +141,7 @@ func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningPa
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arg.EngagementHardSkip,
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arg.EngagementNeutral,
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arg.EngagementFull,
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arg.EnrichedTagScale,
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)
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var i TasteTuning
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err := row.Scan(
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@@ -147,6 +151,7 @@ func (q *Queries) UpdateTasteTuning(ctx context.Context, arg UpdateTasteTuningPa
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&i.EngagementNeutral,
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&i.EngagementFull,
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&i.UpdatedAt,
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&i.EnrichedTagScale,
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)
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return i, err
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}
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@@ -209,8 +214,8 @@ func (q *Queries) UpdateWeightProfile(ctx context.Context, arg UpdateWeightProfi
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const upsertTasteTuningDefaults = `-- name: UpsertTasteTuningDefaults :exec
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INSERT INTO taste_tuning (
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singleton, half_life_days, engagement_hard_skip,
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engagement_neutral, engagement_full
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) VALUES (true, $1, $2, $3, $4)
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engagement_neutral, engagement_full, enriched_tag_scale
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) VALUES (true, $1, $2, $3, $4, $5)
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ON CONFLICT (singleton) DO NOTHING
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`
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@@ -219,6 +224,7 @@ type UpsertTasteTuningDefaultsParams struct {
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EngagementHardSkip float64
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EngagementNeutral float64
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EngagementFull float64
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EnrichedTagScale float64
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}
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func (q *Queries) UpsertTasteTuningDefaults(ctx context.Context, arg UpsertTasteTuningDefaultsParams) error {
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@@ -227,6 +233,7 @@ func (q *Queries) UpsertTasteTuningDefaults(ctx context.Context, arg UpsertTaste
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arg.EngagementHardSkip,
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arg.EngagementNeutral,
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arg.EngagementFull,
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arg.EnrichedTagScale,
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)
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return err
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}
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