f0c08e7326
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>
408 lines
11 KiB
Go
408 lines
11 KiB
Go
// Code generated by sqlc. DO NOT EDIT.
|
|
// versions:
|
|
// sqlc v1.31.1
|
|
// source: taste_profile.sql
|
|
|
|
package dbq
|
|
|
|
import (
|
|
"context"
|
|
|
|
"github.com/jackc/pgx/v5/pgtype"
|
|
)
|
|
|
|
const deleteTasteProfileArtistsForUser = `-- name: DeleteTasteProfileArtistsForUser :exec
|
|
DELETE FROM taste_profile_artists WHERE user_id = $1
|
|
`
|
|
|
|
func (q *Queries) DeleteTasteProfileArtistsForUser(ctx context.Context, userID pgtype.UUID) error {
|
|
_, err := q.db.Exec(ctx, deleteTasteProfileArtistsForUser, userID)
|
|
return err
|
|
}
|
|
|
|
const deleteTasteProfileErasForUser = `-- name: DeleteTasteProfileErasForUser :exec
|
|
DELETE FROM taste_profile_eras WHERE user_id = $1
|
|
`
|
|
|
|
func (q *Queries) DeleteTasteProfileErasForUser(ctx context.Context, userID pgtype.UUID) error {
|
|
_, err := q.db.Exec(ctx, deleteTasteProfileErasForUser, userID)
|
|
return err
|
|
}
|
|
|
|
const deleteTasteProfileMoodsForUser = `-- name: DeleteTasteProfileMoodsForUser :exec
|
|
DELETE FROM taste_profile_moods WHERE user_id = $1
|
|
`
|
|
|
|
func (q *Queries) DeleteTasteProfileMoodsForUser(ctx context.Context, userID pgtype.UUID) error {
|
|
_, err := q.db.Exec(ctx, deleteTasteProfileMoodsForUser, userID)
|
|
return err
|
|
}
|
|
|
|
const deleteTasteProfileTagsForUser = `-- name: DeleteTasteProfileTagsForUser :exec
|
|
DELETE FROM taste_profile_tags WHERE user_id = $1
|
|
`
|
|
|
|
func (q *Queries) DeleteTasteProfileTagsForUser(ctx context.Context, userID pgtype.UUID) error {
|
|
_, err := q.db.Exec(ctx, deleteTasteProfileTagsForUser, userID)
|
|
return err
|
|
}
|
|
|
|
const insertTasteProfileArtist = `-- name: InsertTasteProfileArtist :exec
|
|
INSERT INTO taste_profile_artists (user_id, artist_id, weight)
|
|
VALUES ($1, $2, $3)
|
|
`
|
|
|
|
type InsertTasteProfileArtistParams struct {
|
|
UserID pgtype.UUID
|
|
ArtistID pgtype.UUID
|
|
Weight float64
|
|
}
|
|
|
|
func (q *Queries) InsertTasteProfileArtist(ctx context.Context, arg InsertTasteProfileArtistParams) error {
|
|
_, err := q.db.Exec(ctx, insertTasteProfileArtist, arg.UserID, arg.ArtistID, arg.Weight)
|
|
return err
|
|
}
|
|
|
|
const insertTasteProfileEra = `-- name: InsertTasteProfileEra :exec
|
|
INSERT INTO taste_profile_eras (user_id, era, weight)
|
|
VALUES ($1, $2, $3)
|
|
`
|
|
|
|
type InsertTasteProfileEraParams struct {
|
|
UserID pgtype.UUID
|
|
Era string
|
|
Weight float64
|
|
}
|
|
|
|
func (q *Queries) InsertTasteProfileEra(ctx context.Context, arg InsertTasteProfileEraParams) error {
|
|
_, err := q.db.Exec(ctx, insertTasteProfileEra, arg.UserID, arg.Era, arg.Weight)
|
|
return err
|
|
}
|
|
|
|
const insertTasteProfileMood = `-- name: InsertTasteProfileMood :exec
|
|
INSERT INTO taste_profile_moods (user_id, mood, weight)
|
|
VALUES ($1, $2, $3)
|
|
`
|
|
|
|
type InsertTasteProfileMoodParams struct {
|
|
UserID pgtype.UUID
|
|
Mood string
|
|
Weight float64
|
|
}
|
|
|
|
func (q *Queries) InsertTasteProfileMood(ctx context.Context, arg InsertTasteProfileMoodParams) error {
|
|
_, err := q.db.Exec(ctx, insertTasteProfileMood, arg.UserID, arg.Mood, arg.Weight)
|
|
return err
|
|
}
|
|
|
|
const insertTasteProfileTag = `-- name: InsertTasteProfileTag :exec
|
|
INSERT INTO taste_profile_tags (user_id, tag, weight)
|
|
VALUES ($1, $2, $3)
|
|
`
|
|
|
|
type InsertTasteProfileTagParams struct {
|
|
UserID pgtype.UUID
|
|
Tag string
|
|
Weight float64
|
|
}
|
|
|
|
func (q *Queries) InsertTasteProfileTag(ctx context.Context, arg InsertTasteProfileTagParams) error {
|
|
_, err := q.db.Exec(ctx, insertTasteProfileTag, arg.UserID, arg.Tag, arg.Weight)
|
|
return err
|
|
}
|
|
|
|
const listLikedArtistIDsForUser = `-- name: ListLikedArtistIDsForUser :many
|
|
SELECT artist_id FROM general_likes_artists WHERE user_id = $1
|
|
`
|
|
|
|
// Artists the user has explicitly liked; feeds the artist-like bonus.
|
|
func (q *Queries) ListLikedArtistIDsForUser(ctx context.Context, userID pgtype.UUID) ([]pgtype.UUID, error) {
|
|
rows, err := q.db.Query(ctx, listLikedArtistIDsForUser, userID)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []pgtype.UUID
|
|
for rows.Next() {
|
|
var artist_id pgtype.UUID
|
|
if err := rows.Scan(&artist_id); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, artist_id)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listLikedTrackTasteInputsForUser = `-- name: ListLikedTrackTasteInputsForUser :many
|
|
SELECT t.id AS track_id, t.artist_id, t.genre, a.release_date
|
|
FROM general_likes gl
|
|
JOIN tracks t ON t.id = gl.track_id
|
|
JOIN albums a ON a.id = t.album_id
|
|
WHERE gl.user_id = $1
|
|
`
|
|
|
|
type ListLikedTrackTasteInputsForUserRow struct {
|
|
TrackID pgtype.UUID
|
|
ArtistID pgtype.UUID
|
|
Genre *string
|
|
ReleaseDate pgtype.Date
|
|
}
|
|
|
|
// (track_id, artist_id, genre, release_date) for each track the user has
|
|
// explicitly liked. Feeds the track-like bonus into the liked track's artist,
|
|
// tags, and era (#1530); track_id keys the enriched track_tags lookup (#1490).
|
|
func (q *Queries) ListLikedTrackTasteInputsForUser(ctx context.Context, userID pgtype.UUID) ([]ListLikedTrackTasteInputsForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listLikedTrackTasteInputsForUser, userID)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListLikedTrackTasteInputsForUserRow
|
|
for rows.Next() {
|
|
var i ListLikedTrackTasteInputsForUserRow
|
|
if err := rows.Scan(
|
|
&i.TrackID,
|
|
&i.ArtistID,
|
|
&i.Genre,
|
|
&i.ReleaseDate,
|
|
); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listPlayEngagementInputsForUser = `-- name: ListPlayEngagementInputsForUser :many
|
|
|
|
SELECT
|
|
t.id AS track_id,
|
|
t.artist_id,
|
|
t.genre,
|
|
a.release_date,
|
|
LEAST(GREATEST(
|
|
COALESCE(pe.completion_ratio,
|
|
pe.duration_played_ms::float8 / NULLIF(t.duration_ms, 0),
|
|
0), 0), 1)::float8 AS completion,
|
|
(EXTRACT(epoch FROM now() - pe.started_at) / 86400.0)::float8 AS age_days
|
|
FROM play_events pe
|
|
JOIN tracks t ON t.id = pe.track_id
|
|
JOIN albums a ON a.id = t.album_id
|
|
WHERE pe.user_id = $1
|
|
AND pe.started_at > now() - ($2::float8 * INTERVAL '1 day')
|
|
AND NOT EXISTS (
|
|
SELECT 1 FROM lidarr_quarantine q
|
|
WHERE q.user_id = $1 AND q.track_id = t.id
|
|
)
|
|
`
|
|
|
|
type ListPlayEngagementInputsForUserParams struct {
|
|
UserID pgtype.UUID
|
|
Column2 float64
|
|
}
|
|
|
|
type ListPlayEngagementInputsForUserRow struct {
|
|
TrackID pgtype.UUID
|
|
ArtistID pgtype.UUID
|
|
Genre *string
|
|
ReleaseDate pgtype.Date
|
|
Completion float64
|
|
AgeDays float64
|
|
}
|
|
|
|
// Taste profile (#796 phase 1). The daily build computes signed artist/tag
|
|
// weights in Go (graded engagement + decay + like bonus) and atomic-replaces
|
|
// them here. Read queries serve "top taste" lookups (used in phase 2).
|
|
// One row per play in the decay-relevant window. completion is the play's
|
|
// completion ratio (precomputed column when present, else duration_played /
|
|
// track duration, clamped to [0,1]); age_days drives the time-decay. Genre
|
|
// is split into tags in Go; release_date derives the decade for the era
|
|
// facet (#1530). Quarantined tracks are excluded.
|
|
func (q *Queries) ListPlayEngagementInputsForUser(ctx context.Context, arg ListPlayEngagementInputsForUserParams) ([]ListPlayEngagementInputsForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listPlayEngagementInputsForUser, arg.UserID, arg.Column2)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListPlayEngagementInputsForUserRow
|
|
for rows.Next() {
|
|
var i ListPlayEngagementInputsForUserRow
|
|
if err := rows.Scan(
|
|
&i.TrackID,
|
|
&i.ArtistID,
|
|
&i.Genre,
|
|
&i.ReleaseDate,
|
|
&i.Completion,
|
|
&i.AgeDays,
|
|
); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listTasteProfileArtistsForUser = `-- name: ListTasteProfileArtistsForUser :many
|
|
SELECT artist_id, weight
|
|
FROM taste_profile_artists
|
|
WHERE user_id = $1
|
|
ORDER BY weight DESC
|
|
LIMIT $2
|
|
`
|
|
|
|
type ListTasteProfileArtistsForUserParams struct {
|
|
UserID pgtype.UUID
|
|
Limit int32
|
|
}
|
|
|
|
type ListTasteProfileArtistsForUserRow struct {
|
|
ArtistID pgtype.UUID
|
|
Weight float64
|
|
}
|
|
|
|
// Top-weighted taste artists (phase-2 consumption + tests).
|
|
func (q *Queries) ListTasteProfileArtistsForUser(ctx context.Context, arg ListTasteProfileArtistsForUserParams) ([]ListTasteProfileArtistsForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listTasteProfileArtistsForUser, arg.UserID, arg.Limit)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListTasteProfileArtistsForUserRow
|
|
for rows.Next() {
|
|
var i ListTasteProfileArtistsForUserRow
|
|
if err := rows.Scan(&i.ArtistID, &i.Weight); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listTasteProfileErasForUser = `-- name: ListTasteProfileErasForUser :many
|
|
SELECT era, weight
|
|
FROM taste_profile_eras
|
|
WHERE user_id = $1
|
|
ORDER BY weight DESC
|
|
LIMIT $2
|
|
`
|
|
|
|
type ListTasteProfileErasForUserParams struct {
|
|
UserID pgtype.UUID
|
|
Limit int32
|
|
}
|
|
|
|
type ListTasteProfileErasForUserRow struct {
|
|
Era string
|
|
Weight float64
|
|
}
|
|
|
|
// Top-weighted taste eras (#1530); consumed by the scorer's era term.
|
|
func (q *Queries) ListTasteProfileErasForUser(ctx context.Context, arg ListTasteProfileErasForUserParams) ([]ListTasteProfileErasForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listTasteProfileErasForUser, arg.UserID, arg.Limit)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListTasteProfileErasForUserRow
|
|
for rows.Next() {
|
|
var i ListTasteProfileErasForUserRow
|
|
if err := rows.Scan(&i.Era, &i.Weight); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listTasteProfileMoodsForUser = `-- name: ListTasteProfileMoodsForUser :many
|
|
SELECT mood, weight
|
|
FROM taste_profile_moods
|
|
WHERE user_id = $1
|
|
ORDER BY weight DESC
|
|
LIMIT $2
|
|
`
|
|
|
|
type ListTasteProfileMoodsForUserParams struct {
|
|
UserID pgtype.UUID
|
|
Limit int32
|
|
}
|
|
|
|
type ListTasteProfileMoodsForUserRow struct {
|
|
Mood string
|
|
Weight float64
|
|
}
|
|
|
|
// Top-weighted taste moods (#1534); consumed by the scorer's mood term.
|
|
func (q *Queries) ListTasteProfileMoodsForUser(ctx context.Context, arg ListTasteProfileMoodsForUserParams) ([]ListTasteProfileMoodsForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listTasteProfileMoodsForUser, arg.UserID, arg.Limit)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListTasteProfileMoodsForUserRow
|
|
for rows.Next() {
|
|
var i ListTasteProfileMoodsForUserRow
|
|
if err := rows.Scan(&i.Mood, &i.Weight); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|
|
|
|
const listTasteProfileTagsForUser = `-- name: ListTasteProfileTagsForUser :many
|
|
SELECT tag, weight
|
|
FROM taste_profile_tags
|
|
WHERE user_id = $1
|
|
ORDER BY weight DESC
|
|
LIMIT $2
|
|
`
|
|
|
|
type ListTasteProfileTagsForUserParams struct {
|
|
UserID pgtype.UUID
|
|
Limit int32
|
|
}
|
|
|
|
type ListTasteProfileTagsForUserRow struct {
|
|
Tag string
|
|
Weight float64
|
|
}
|
|
|
|
func (q *Queries) ListTasteProfileTagsForUser(ctx context.Context, arg ListTasteProfileTagsForUserParams) ([]ListTasteProfileTagsForUserRow, error) {
|
|
rows, err := q.db.Query(ctx, listTasteProfileTagsForUser, arg.UserID, arg.Limit)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
defer rows.Close()
|
|
var items []ListTasteProfileTagsForUserRow
|
|
for rows.Next() {
|
|
var i ListTasteProfileTagsForUserRow
|
|
if err := rows.Scan(&i.Tag, &i.Weight); err != nil {
|
|
return nil, err
|
|
}
|
|
items = append(items, i)
|
|
}
|
|
if err := rows.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return items, nil
|
|
}
|