feat(taste): mood taste facet — #1534
Milestone #160 Opt 2b (mood half of the era+mood option). A fourth taste facet alongside artists + genre tags + eras: signed weights over canonical mood buckets (melancholic / energetic / chill / …) derived from a track's enriched folksonomy tags (#1490). - internal/mood: shared vocabulary — Of(tags) maps folksonomy tags to canonical mood buckets (synonyms collapse). Imported by both the taste builder and the scorer so a track's mood is derived identically. - Migration 0047: taste_profile_moods table + taste_tuning.mood_scale (DEFAULT 0.5). - Build side (internal/taste): Config.MoodScale ([0,1] damper, mirrors EraScale); accumulate folds each play/like's mood buckets at base*MoodScale; persist atomic-replaces the mood rows. - Scorer (internal/recommendation): TasteProfile gains a mood term (own tanh scale + additive 0.12 share, so it never weakens the existing signal when a track has no mood tags). Match now takes the candidate's mood buckets; loaded per candidate (ListTrackTagsForTracks → mood.Of) in the primary similarity loader only — the near-whole-library fallback pool passes nil (mood → 0) to avoid a full-library tag scan. - Tuning lab: mood_scale threaded through recsettings + admin API + web card ("Mood weight" row) + Go/web tests. Coverage is partial (grows with tag enrichment; richer once Last.fm is keyed), so mood is a supplement — neutral for tracks with no mood tags. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -29,6 +29,15 @@ func (q *Queries) DeleteTasteProfileErasForUser(ctx context.Context, userID pgty
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return err
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}
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const deleteTasteProfileMoodsForUser = `-- name: DeleteTasteProfileMoodsForUser :exec
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DELETE FROM taste_profile_moods WHERE user_id = $1
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`
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func (q *Queries) DeleteTasteProfileMoodsForUser(ctx context.Context, userID pgtype.UUID) error {
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_, err := q.db.Exec(ctx, deleteTasteProfileMoodsForUser, userID)
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return err
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}
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const deleteTasteProfileTagsForUser = `-- name: DeleteTasteProfileTagsForUser :exec
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DELETE FROM taste_profile_tags WHERE user_id = $1
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`
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@@ -70,6 +79,22 @@ func (q *Queries) InsertTasteProfileEra(ctx context.Context, arg InsertTasteProf
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return err
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}
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const insertTasteProfileMood = `-- name: InsertTasteProfileMood :exec
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INSERT INTO taste_profile_moods (user_id, mood, weight)
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VALUES ($1, $2, $3)
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`
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type InsertTasteProfileMoodParams struct {
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UserID pgtype.UUID
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Mood string
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Weight float64
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}
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func (q *Queries) InsertTasteProfileMood(ctx context.Context, arg InsertTasteProfileMoodParams) error {
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_, err := q.db.Exec(ctx, insertTasteProfileMood, arg.UserID, arg.Mood, arg.Weight)
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return err
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}
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const insertTasteProfileTag = `-- name: InsertTasteProfileTag :exec
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INSERT INTO taste_profile_tags (user_id, tag, weight)
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VALUES ($1, $2, $3)
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@@ -304,6 +329,45 @@ func (q *Queries) ListTasteProfileErasForUser(ctx context.Context, arg ListTaste
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return items, nil
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}
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const listTasteProfileMoodsForUser = `-- name: ListTasteProfileMoodsForUser :many
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SELECT mood, weight
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FROM taste_profile_moods
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WHERE user_id = $1
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ORDER BY weight DESC
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LIMIT $2
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`
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type ListTasteProfileMoodsForUserParams struct {
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UserID pgtype.UUID
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Limit int32
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}
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type ListTasteProfileMoodsForUserRow struct {
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Mood string
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Weight float64
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}
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// Top-weighted taste moods (#1534); consumed by the scorer's mood term.
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func (q *Queries) ListTasteProfileMoodsForUser(ctx context.Context, arg ListTasteProfileMoodsForUserParams) ([]ListTasteProfileMoodsForUserRow, error) {
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rows, err := q.db.Query(ctx, listTasteProfileMoodsForUser, arg.UserID, arg.Limit)
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if err != nil {
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return nil, err
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}
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defer rows.Close()
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var items []ListTasteProfileMoodsForUserRow
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for rows.Next() {
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var i ListTasteProfileMoodsForUserRow
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if err := rows.Scan(&i.Mood, &i.Weight); err != nil {
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return nil, err
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}
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items = append(items, i)
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}
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if err := rows.Err(); err != nil {
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return nil, err
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}
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return items, nil
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}
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const listTasteProfileTagsForUser = `-- name: ListTasteProfileTagsForUser :many
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SELECT tag, weight
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FROM taste_profile_tags
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