feat(taste): era/decade taste facet — #1530
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Milestone #160 Opt 2 (era half). A third taste facet alongside artists
+ genre tags: signed weights over decade buckets ("1990s") derived from
albums.release_date, rebuilt daily and scored into the taste match.

- Migration 0045: taste_profile_eras table (mirrors taste_profile_tags)
  + taste_tuning.era_scale column (DEFAULT 0.5).
- Build side (internal/taste): Config.EraScale ([0,1] damper, mirrors
  EnrichedTagScale), accumulate folds each play/like's decade at
  base*EraScale, persist atomic-replaces the era rows.
- Scorer (internal/recommendation): TasteProfile gains an era term (own
  tanh scale + additive 0.15 share so it never weakens the existing
  artist/tag signal when a track is undated); candidate queries return
  album release_date; decadeOf mirrors the builder helper.
- Tuning lab: era_scale threaded through recsettings + admin API + web
  card (auto-renders the new row) + Go/web tests.

Mood facet deferred to #1534 (partial enrichment coverage + needs
candidate-side enriched-tag loading).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-07-14 09:01:00 -04:00
parent 40056d2e9a
commit 40384cc05e
20 changed files with 376 additions and 65 deletions
+24 -5
View File
@@ -6,11 +6,13 @@
-- 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. Quarantined tracks are excluded.
-- is split into tags in Go; release_date derives the decade for the era
-- facet (#1530). Quarantined tracks are excluded.
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),
@@ -18,6 +20,7 @@ SELECT
(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 (
@@ -26,12 +29,13 @@ WHERE pe.user_id = $1
);
-- name: ListLikedTrackTasteInputsForUser :many
-- (track_id, artist_id, genre) for each track the user has explicitly
-- liked. Feeds the track-like bonus into the liked track's artist and
-- tags; track_id keys the enriched track_tags lookup (#1490).
SELECT t.id AS track_id, t.artist_id, t.genre
-- (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).
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;
-- name: ListLikedArtistIDsForUser :many
@@ -66,3 +70,18 @@ FROM taste_profile_tags
WHERE user_id = $1
ORDER BY weight DESC
LIMIT $2;
-- name: DeleteTasteProfileErasForUser :exec
DELETE FROM taste_profile_eras WHERE user_id = $1;
-- name: InsertTasteProfileEra :exec
INSERT INTO taste_profile_eras (user_id, era, weight)
VALUES ($1, $2, $3);
-- name: ListTasteProfileErasForUser :many
-- Top-weighted taste eras (#1530); consumed by the scorer's era term.
SELECT era, weight
FROM taste_profile_eras
WHERE user_id = $1
ORDER BY weight DESC
LIMIT $2;