Add dedup_review_service and genre_review_service
dedup-library.sh: additive --json (one NDJSON line per candidate deletion to stdout, alongside the unchanged human log) and --only-paths FILE (in --apply mode, only actually delete entries whose path is in FILE; without it, --apply deletes everything as before -- existing direct callers are unaffected). Without --only-paths the safety re-verification is free: --apply --only-paths re-runs all 4 passes from scratch on every invocation, so if a group's ranking changed since a scan (e.g. the old keep_path is gone), the fresh pass assigns the previously-"delete" path the KEEP role instead and the only-paths allowlist naming it is simply never consulted -- no duplicate ranking logic needed in the review service. spotify-genre.py: additive --json emitting one JSON line per genre change (dry-run or --apply) for genre_review_service to persist. pipeline_runner.run_job_capture(): like run_job() but captures stdout as text (still under the same shared lock, still writes a job_runs row) for callers that need to parse structured output rather than just log it. dedup_review_service.scan() persists dry-run candidates into dedup_runs/dedup_candidates. confirm_and_apply() re-checks confirmed candidates still exist before invoking --apply --only-paths, so nothing is ever deleted without an explicit confirm -- matches the false-negative- biased dedup preference. scheduler_service's maintenance:dedup job now goes through this (still dry-run only, every day). genre_review_service.run() wraps spotify-genre.py for both dry-run preview and the real scheduled --apply run, persisting every run's diff into genre_runs/genre_candidates either way -- genre writes keep their current auto-apply behavior (low-risk, reversible, GENRE_LOCK-protected) but are now reviewable after the fact. lock_artist_genre() gives a one-click revert path when a run gets something wrong. Added minimal routers+templates for /dedup (scan, review, confirm-and- delete) and /genres (preview, review, lock-old-genre). Verified end-to-end against REAL duplicate files (not mocked): built an actual FLAC+MP3 duplicate pair in a real beets library, ran dedup-library.sh --json and confirmed correct JSON output, verified --apply --only-paths with an empty confirm list deletes nothing and with the real confirmed path deletes exactly that file (DB + disk) while preserving the FLAC, and ran the full dedup_review_service scan->confirm->apply flow through the same fixture. genre_review_service and spotify-genre.py --json verified against mocked/direct output (spotify-genre.py's own artist-genre lookup needs a live Spotify API call, out of reach in this sandbox). Confirmed the full app boots with all five routers registered.
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{% extends "base.html" %}
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{% block title %}Genres — alembic{% endblock %}
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{% block content %}
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<h1>Genre review</h1>
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<p class="muted">
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The weekly scheduled run still writes genres automatically (low-risk,
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reversible, GENRE_LOCK-protected) -- this shows what the last run changed.
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</p>
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<form method="post" action="/genres/scan">
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<label><input type="checkbox" name="force" value="true"> force (overwrite existing genres)</label>
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<button type="submit">Preview now (dry run)</button>
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</form>
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<h2>Last run</h2>
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{% if latest_run %}
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<p class="muted">{{ latest_run.mode }} — {{ candidates | length }} change(s)</p>
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<table>
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<thead><tr><th>Artist</th><th>Title</th><th>Old genre</th><th>New genre</th><th></th></tr></thead>
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<tbody>
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{% for c in candidates %}
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<tr>
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<td>{{ c.artist }}</td>
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<td>{{ c.title }}</td>
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<td class="muted">{{ c.old_genre or '(empty)' }}</td>
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<td>{{ c.new_genre }}</td>
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<td>
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<form method="post" action="/genres/lock" style="display:inline">
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<input type="hidden" name="artist" value="{{ c.artist }}">
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<input type="hidden" name="genre" value="{{ c.old_genre or '' }}">
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<button type="submit" title="Revert to old genre and lock it">lock old genre</button>
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</form>
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</td>
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</tr>
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{% else %}
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<tr><td colspan="5" class="muted">No changes in the last run.</td></tr>
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{% endfor %}
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</tbody>
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</table>
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{% else %}
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<p class="muted">No runs yet.</p>
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{% endif %}
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{% endblock %}
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