bvandeusen aff346c731
test-go / test (push) Successful in 39s
test-go / integration (push) Successful in 4m34s
feat(taste): phase 2a — apply the taste profile via a TasteMatch scoring term (#796)
The profile built in phase 1 now changes what gets surfaced. Adds a TasteMatch
term to the weighted-shuffle score so candidates are re-ranked by their fit to
the user's learned taste (positive draws toward it; negative reflects passive
avoidance; 0 at cold start).

- recommendation/score.go: ScoringInputs.TasteMatchScore ([-1,+1]) +
  ScoringWeights.TasteWeight + the term in Score.
- recommendation/taste.go: LoadTasteProfile reads the taste_profile_* tables;
  TasteProfile.Match blends the candidate's artist weight (0.7) and avg genre-tag
  weight (0.3), each tanh-squashed by a fixed scale so one outlier artist can't
  compress the rest. Unknown artist/tags and empty profiles → 0 (neutral).
- candidates.go: both candidate loaders set TasteMatchScore per candidate, so
  every Score caller (system playlists incl. You-might-like, radio) becomes
  taste-aware automatically.
- weights: systemMixWeights.TasteWeight = 1.5 (daily mixes are the primary
  taste surface); config.RecommendationConfig gains taste_weight (default 1.0,
  lighter — radio is seed-directed) wired into the radio handler.
- tests: pure (Match curve incl. saturation/clamp/empty-neutral, Score term
  add+subtract) + DB round-trip (seed taste rows → Match positive). All green
  vs real Postgres; existing playlist/radio tests unaffected (empty profile →
  zero taste effect).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-11 21:29:42 -04:00
2026-04-18 17:33:35 +00:00

Minstrel

A self-hosted music server that thinks for you. Smart shuffle, contextual likes, ListenBrainz-aware radio, and Lidarr automation — server-side, so every client (web, mobile, Subsonic third-party) gets the same intelligence.

State and intelligence belong on the server, not the client.

Highlights

  • OpenSubsonic-compatible. Existing Subsonic clients (DSub, Symfonium, play:Sub, etc.) connect with no special configuration.
  • Server-side smart shuffle. Track-similarity vectors, dual-like model (general + contextual), and session memory keep mixes coherent across devices.
  • ListenBrainz radio. Session-aware "more like this" pulls from ListenBrainz similarity data, not a static genre tag.
  • Lidarr integration. Triggered scans, request-driven album imports, and a quarantine flow when something doesn't fit.
  • Built-in web SPA. Full-feature library, search, queue, playlists, and admin — no separate frontend container to deploy.
  • Flutter mobile client in flight. Tracking issue #356.

Quickstart

# compose.yaml
services:
  minstrel:
    image: git.fabledsword.com/bvandeusen/minstrel:latest
    ports: ['4533:4533']
    volumes:
      - ./music:/music:ro
      - minstrel-data:/data
    environment:
      MINSTREL_DATABASE_URL: postgres://minstrel:minstrel@db:5432/minstrel?sslmode=disable
      MINSTREL_LIBRARY_SCAN_PATHS: /music
    depends_on: [db]

  db:
    image: postgres:17
    environment:
      POSTGRES_USER: minstrel
      POSTGRES_PASSWORD: minstrel
      POSTGRES_DB: minstrel
    volumes: [pgdata:/var/lib/postgresql/data]

volumes:
  minstrel-data:
  pgdata:
docker compose up -d

After the stack is up, visit http://localhost:4533/register and create your admin account. The first user to register on a fresh instance is automatically marked as the administrator; subsequent users can register through the same form (or via invite tokens generated from the admin Users panel, depending on how you configure registration).

For the full configuration surface, see config.example.yaml.

Configuration

Most operators only need the env vars in the quickstart above. A few extras worth knowing:

  • MINSTREL_BRANDING_APP_NAME — rename the instance ("Family Jukebox", "Office Music"). Surfaces in the header, browser tab, and OG share previews.
  • MINSTREL_STORAGE_DATA_DIR — defaults to ./data. Holds playlist cover collages and other generated artefacts.
  • MINSTREL_LIBRARY_SCAN_PATHS — colon-separated list of music library roots to scan. Supports multiple roots (/music:/podcasts).

ListenBrainz integration (per-user scrobble + similarity tokens) and Lidarr integration (URL + API key) are configured through the admin Settings UI rather than env vars or yaml — per Minstrel's "config in UI" rule, integration settings live where operators can edit them without restarting.

Most operational keys have a MINSTREL_<SECTION>_<FIELD> env override. Recommendation and events tuning are yaml-only. See config.example.yaml for the authoritative surface.

Updating

  • :main — rolling, follows the dev branch's tested tip. Recommended only for the operator who's running an upstream-watching deployment.
  • :v1.0.x — pinned releases. Recommended default. Database migrations run automatically at startup; rollbacks require restoring a Postgres dump.

Specs

Authoritative scope lives under docs/:

Development

Two concurrent dev processes:

  1. Backend: docker compose up — Postgres + Minstrel on :4533.
  2. Frontend: cd web && npm install && npm run dev — Vite dev server on :5173 with HMR. The Vite server proxies /api/* and /rest/* to :4533 so session cookies work.

Testing

  • Unit + race (no DB): make test-short.
  • Full suite incl. integration tests: make test-integration. This runs against a dedicated minstrel_test database so a test run never truncates your dev minstrel data (admin user, library, likes). It brings up the compose Postgres and creates the test DB if missing.
  • CI runs both: a fast go test -short -race gate plus an integration job with its own ephemeral Postgres (.gitea/workflows/test-go.yml).

Production build

docker build -t minstrel . runs the SvelteKit build inside a node stage, copies the output into the golang stage, and //go:embeds it into the final binary. The container serves the SPA from / alongside the API surfaces; no separate static-file server is required.

Branches

  • Day-to-day work happens on dev (or feature branches merged into dev).
  • main is protected — changes land via PR from dev.
  • Releases are cut by tagging v* off main; the release workflow builds and pushes the container image to the Gitea registry.

Task and milestone tracking: Fable (Minstrel project, id 12).

License

See LICENSE.

S
Description
Self-hosted music server with OpenSubsonic compatibility, server-side smart shuffle, dual-like model, session-aware radio, and Lidarr integration. Go + Postgres.
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