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>
26 lines
1.4 KiB
SQL
26 lines
1.4 KiB
SQL
-- 0047_taste_profile_moods.up.sql — mood taste facet (#1534, milestone #160
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-- Opt 2b). A fourth taste facet alongside artists + tags + eras: signed weights
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-- over canonical mood buckets (melancholic / energetic / chill / …) derived
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-- from a track's enriched folksonomy tags (#1490) via the internal/mood
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-- vocabulary, rebuilt daily. Weight is a signed float — positive = drawn to
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-- that mood, negative = passively avoided. Coverage is partial (grows with tag
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-- enrichment), so it's a supplement, not a foundation. Mirrors
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-- taste_profile_tags: CASCADE on user delete, indexed by (user_id, weight DESC).
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CREATE TABLE taste_profile_moods (
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user_id uuid NOT NULL REFERENCES users(id) ON DELETE CASCADE,
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mood text NOT NULL,
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weight double precision NOT NULL,
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updated_at timestamptz NOT NULL DEFAULT now(),
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PRIMARY KEY (user_id, mood)
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);
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CREATE INDEX taste_profile_moods_user_weight_idx
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ON taste_profile_moods (user_id, weight DESC);
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-- Mood-facet build knob, tunable in the lab (mirrors era_scale / enriched_tag_
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-- scale): scales how strongly a mood-tagged play imprints on the profile.
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-- DEFAULT 0.5 backfills the existing singleton and matches
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-- taste.DefaultConfig().MoodScale; 0 disables the mood facet entirely.
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ALTER TABLE taste_tuning
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ADD COLUMN mood_scale double precision NOT NULL DEFAULT 0.5;
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