Reviewing the upload queue is now a per-user flag (reviews_uploads), not part
of the admin role: several people can hold it, a moderator can have it, and an
admin may not. Only admins grant or revoke it; existing admins keep it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Quality upgrades, batch covers, staging preview, and resume after reload are in the queue. Loudness and crossfade work on web and Android, and the documented checks now have suites.
Co-authored-by: Cursor <cursoragent@cursor.com>
- POST /admin/users/{id}/reset-recommendations clears the taste profile
(onboarding, CF vector, bandit), play stats and wave impressions; likes,
dislikes and history stay, wave sessions stay so a playing wave keeps going
- moderators may reset plain users, admins anyone including themselves;
the reset is written to the audit log
- users panel gets the menu action with a confirmation; docs updated
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- appearance settings get "collapse search" (off keeps the field always open)
and separate switches for the activity and mood pickers on the home page;
stored in ui_prefs (search_collapse, home_activities, home_moods)
- Collection and Admin headers in the sidebar fold their items; the state is
remembered in the browser, a folded Admin shows the review queue badge;
icon-only and phone layouts always show every item
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The server kept the git.example.lan placeholder from .env.example, so the
/android page and in-app updates had no release. install.sh and update.sh now
fill GITEA_URL and GITEA_REPO from the clone's origin (https, ssh and scp
forms, credentials stripped) when they are empty or still the placeholder,
and the API treats the placeholder as not configured.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- settings get a search position (left, center by default, right); the top bar
is three zones and the suggestions open towards the free space
- buttons, chips, tabs, menu items and the home screen controls are not
text-selectable, so clicks and double clicks no longer highlight labels
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- /android is a public page with the latest APK, the server address to copy
and three install steps; linked from the sign-in screen and the profile menu
- failed audio analysis can be retried from the library page, which also shows
the most common error; the analyzer no longer burns attempts on files that
are missing because the disk is not mounted
- the top bar search folds into a round button and slides open on click, "/"
or Ctrl+K
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
On the test server the host music folder was not mounted, so every stream and
fingerprint failed with no such file, and a scan of the empty folder would have
marked the whole library missing and purged it after 30 days.
- a scan of an empty source folder with known files aborts with a clear error
- fingerprinting skips such a source with one warning instead of one per file
- LIBRARY_HOST mounts use rslave, so a disk mounted after start shows up
- update.sh refuses to deploy with an empty LIBRARY_HOST
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The library page compares listen-through, early-skip and like rates per
impression model version, so v1 and the trained ranker can be compared online.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Suggest fetches three times as many candidates and reranks them in the API:
what the user plays, finishes and likes moves up a few positions and what they
dislike moves down, with Meilisearch relevance still the base order.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Deleting a missing <uid>_next index is accepted with 202 and fails inside the
task with index_not_found. That error was not treated as not-found, so the first
reindex aborted and search stayed unavailable until indexes existed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The wave logs each served candidate's feature vector to rec_impression_features.
Nightly training joins them with impression outcomes, validates on the last week
and activates the model only when it beats the v1 order and the active model.
The service loads the active ranker and uses its order in place of the v1 score.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- GET /onboarding offers the library's top artists (with album covers)
and genres and says whether to show it (not done and < 10 plays);
PUT /me/onboarding stores the choice or a skip (migration 00009).
- The recommender seeds the taste from it while the user has fewer than
30 scored tracks: chosen artists' tracks +1, chosen genres +0.5.
- Web: onboarding replaces the wave on the home page until done or
skipped; artist grid with covers, genre chips, at least 3 artists.
- e2e journey and the recommender DB test cover it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Nightly Beta(α, β) per user and source from wave impressions (reward:
complete or like, ×0.99 daily decay) stored in user_profiles_rec.bandit;
the wave adds 0.2·(θ − 0.5) per candidate source, sources without data
stay neutral. The user's exploration share now follows how well `fresh`
does against the other sources.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Imported tracks are created directly under their final name with
O_EXCL (never overwriting; " (2)" on conflict), fsync'ed and checked
against SHA-256 — no hidden .pipu-tmp file next to them any more.
- On any failure the agent removes its own partial file and the empty
directories it created for it.
- The write check uses access(W_OK) and the read-only mount flag instead
of creating and deleting .pipu-write-test in the storage root.
- Tests assert the storage tree holds only audio files after successful
and failed writes and after the write check.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- newApp (extracted from main) is the exact production wiring; the
`ci / db` job now also runs it on PostgreSQL, Redis and Meilisearch
and walks the main user flows over HTTP: first admin sign-in and
credential change, local source and scan, search, album / artist /
top tracks, signed stream, events and history, likes, fallback wave,
playback state, upload queue up to review.
- ALS on a small library produced fewer than 64 factors and the insert
into vector(64) failed; vectors are now zero-padded to the column size.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
New `ci / db` job with a pgvector service: Go applies all migrations,
rolls them back to zero and applies them again, then runs the scanner,
fingerprint, write-template, top-tracks and upload-queue store queries;
Python runs the analysis worker, catalog / profile loading and a full
ALS training run against the same schema. Until now this SQL ran
nowhere before reaching a real server.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Ambient background in the app shell: three drifting blurred blobs,
the third one tinted with the current track's cover; can be turned off
in settings and stays still with reduced motion.
- Island player variant (floating glass panel) next to the bar, chosen
in settings; player source line ("Album · …", "My Wave"), reactions
around the transport controls, queue drawer.
- Sidebar: like / dislike counters, pending uploads badge on Queue,
admin Settings page holding the upload queue limits.
- Collection: header tile with kicker, underline tabs, time / number
lead column with an equalizer for the current track, album column,
dimmed dislikes with undo, Play all / Shuffle pills.
- Album: cover-tinted header and Play / Shuffle; artist: artist wave,
Play and popular tracks (new GET /artists/{id}/top-tracks).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Implicit scores from play events and reactions per the signals table
(90-day half-life, weaker skips outside the wave, dislikes override).
- numpy ALS for implicit feedback; time-split evaluation on the last
7 days (NDCG@10, Recall@50) against a popularity baseline; a new model
is activated only if NDCG@10 does not regress by more than 2%.
- Vectors are written to track_embeddings.cf and user_profiles_rec.taste_cf,
versions to model_versions; NightlyTrainer runs at TRAIN_HOUR and on
first start, `pipu-rec train` runs it manually.
- Wave: cf and item_cf candidate sources and a 0.10 cf term in the v1
score; impressions are tagged heuristic-v1+cf.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Migration 00008: upload_batches, upload_files, upload_quota.
- Quota reserved under a row lock when a batch is created; every status
change goes through one transition that frees space in the same
transaction. SHA-256 duplicates are rejected before any upload.
- tus 1.0.0 core (HEAD/PATCH) for the author only; offset is the real
staging file size, data beyond the declared size is refused (ADR-015).
- Processing worker: ffprobe checks, SHA-256 verification, exact and
Chromaprint duplicates against library and queue, metadata from tags
or the dropped folder path, possible_duplicate on metadata match, and
the target path from write_template reusing existing folder spelling.
- Import worker: edited tags written with ffmpeg stream copy, file
written by storage-agent, point scan of the new file, imported status;
idempotent and resumed after restart. Stale uploads expire after 24 h,
orphan staging files are removed at startup.
- API: quota, precheck, batches, my uploads, withdraw, admin list,
metadata edit, bulk review, retry and queue settings.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- storage-agent: POST /internal/files copies a staged file into a source
(temp file, fsync, SHA-256 check, hard link so nothing is overwritten,
" (2)" suffix on conflict, owner PIPU_FILE_UID/GID) and
POST /internal/files/test. NFS sources that accept uploads are mounted
rw in an agent-only /library-rw and bind-mounted read-only for others;
local sources are written through /library-host-rw.
- meta: write templates ({track:02}, {disc:1-}, [optional]) with name
sanitising and length limits, suggestion from the source's regexes
and a reversibility check against 50 catalogue tracks.
- API and admin UI: accepts_uploads / write_template on sources,
write-template suggest and check endpoints, write test result.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A background Fingerprinter runs after every scan and at startup, one file
at a time, filling media_files.sha256 and track_fingerprints (fpcalc raw,
first 120 s). Without fpcalc only SHA-256 is computed and files stay
queued for Chromaprint. Changing a file's content resets its prints.
Similarity() compares raw prints with a ±80-point alignment search; it is
the basis for duplicate detection in the upload queue.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
GET /api/v1/app/android/latest reads the latest Gitea release with the
server token (cached for 10 minutes); the download endpoint caches the
APK under /updates, verifies its SHA-256 and serves it with Range.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- WaveButton: TypeScript port of the prototype's canvas animation
(orb and liquid), breathing at rest, pulsing to the track's BPM and
energy in the cover palette, following the cursor, pressing with a
spring; reduced motion and hidden tabs slow or stop it
- home: the wave in the centre with activity and mood chips; changing
them while playing rebuilds the upcoming tracks without stopping
- player wave mode: asks for the next batch when two tracks are left,
sends complete / skip / early skip / like / dislike as feedback and
refreshes the queue right after a reaction or an early skip
- tracks expose bpm, energy and loudness once analysed; library page
shows analysis progress and 7-day wave metrics; wave style setting
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- /wave/options, POST /wave/sessions (activity, mood, seed),
/next with reactions, PATCH to switch the context on the fly, DELETE
- the recommender is called with an 800 ms budget; on failure the api
serves a fallback wave of likes, favourite artists and random
available tracks with the same dislike / recent / served filters
- every served track is an impression with its source and model; wave
events (context_type wave) set its outcome, reactions win
- library status shows the analysis queue and 7-day wave metrics:
listen-through, early skip and like rate
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- migration 00006: track features and embeddings (pgvector, HNSW),
analysis queue filled by a trigger on new tracks, wave sessions and
impressions, recommender profiles, model versions
- analyzer basic-1 (ADR-014): ffmpeg decode, three 30 s excerpts,
256-d timbre/rhythm embedding, tempo by onset autocorrelation, key,
loudness, energy, danceability, acousticness, intro length; worker
with SKIP LOCKED claims, retries and re-analysis on version change
- wave engine v1: candidates (session/taste similarity, fresh,
liked artists, rediscover, popular, exploration, seed), filters
(dislikes, played in 3 h, already served), heuristic score, activity
and mood fit from contexts.yaml with relaxing thresholds, MMR with
one track per artist, exploration share, session vector updated by
reactions and a change of course after three skips
- POST /internal/wave/batch with the catalog index cached in memory
and the session kept in Redis
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- tracks carry a stream_url signed for the user for 12 h and the
user's reaction; /stream checks the signature, expiry and that the
user is not blocked, then hands the file to nginx by X-Accel-Redirect
(or serves it with Range support when X_ACCEL=false)
- original by default; formats browsers can't play and explicit
high/medium/low go through Opus transcoding, never upwards: a lossy
source under the target bitrate stays original; transcodes are
cached per file and size, deduplicated in flight, limited by
TRANSCODE_CONCURRENCY and trimmed hourly by LRU to the size limit
- /events takes up to 500 events with client UUIDs, drops repeats and
events older than 30 days, counts plays (≥ half or 4 min, or
finished), early skips and history entries (≥ 30 s)
- history with clearing, likes and dislikes with cursors and totals,
track reactions, playback state with last-write-wins, tracks batch
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- covers are taken from the embedded picture of the first track or a
cover/folder/front image in the album folder, converted by ffmpeg to
WebP 64/300/1200 and named by content hash, so albums sharing a cover
share the files; a full scan looks again for albums without one
- a 3-colour palette (dominant, second, most saturated accent) from a
deterministic k-means feeds placeholders, page tints and the wave
- /covers/{id} is public but HMAC-signed and immutable; nginx serves
the file via X-Accel-Redirect, X_ACCEL=false serves it from api
- the web client picks the size by display size and pixel density
- install.sh and update.sh generate STREAM_SIGNING_KEY
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- artists, albums and tracks indexes are rebuilt from PostgreSQL next
to the live ones and swapped in, so search keeps working; a rebuild
runs on start, after every scan and when a source is removed
- transliteration fields (Кино ↔ kino) and a retry in the other
keyboard layout (ghbdtn → привет) reported as corrected_query
- /search/suggest (3 artists, 3 albums, 5 tracks), /search by type
with cursor pages, /admin/search/reindex; Meilisearch is part of
/readyz
- found ids are hydrated from the catalog, so a lagging index never
returns deleted entries
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- schema for sources, path patterns, media files, artists, albums,
tracks, genres (migration 00003)
- path patterns (RE2 with named groups, skip), merge with tags by
source priority, fallbacks from the file name and folder, name
normalization and multi-artist split
- scanner: walk, skip unchanged files by size and mtime, ffprobe in 8
workers with a single catalog writer, renames by content hash keep
the track, duplicates fold into one track with the best file as
primary, missing files are kept 30 days
- storage-agent mounts NFS with validated server, export and an option
whitelist, no shell; test mount counts audio files
- admin API: sources CRUD, connection test, patterns with preview,
scan, library status, file errors, host folder picker; scheduled
scans and health checks; mounts are restored on start
- catalog API: artist, artist albums, album with tracks, track
- api image is alpine with ffmpeg for ffprobe
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- /admin/users: list with search, role filter and cursor pages; create
with a one-time temporary password; rename, change role, block;
reset password; delete
- every change is checked against the role policy, a forbidden field
rejects the whole patch; the last active admin is locked in the
transaction and cannot be demoted, blocked or deleted
- role change and blocking revoke access tokens at once; blocking and
password reset also end all sessions
- /admin/audit: newest-first journal with actor names
- path and query parameter errors are problem+json now
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- users, refresh_tokens and audit_log schema (migration 00002)
- argon2id passwords with rehash on login, password policy, lockout
with exponential back-off and a per-IP rate limit in Redis
- Ed25519 JWT access tokens with kid-based key rotation; rotating
refresh tokens with reuse detection (cookie for web, body for Android)
- bootstrap admin on first start; must_change_credentials and
must_change_password gate every other endpoint
- /auth/login, /auth/refresh, /auth/logout(-all), /me, /me/password,
/me/bootstrap-credentials, /me/sessions; server-info reports
bootstrap_required
- role policy from docs/auth-and-roles.md with table tests
- problem+json errors with field errors; ru/en translations of the codes
- install.sh and update.sh generate JWT_PRIVATE_KEY
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ci / docker (образы собираются — их сервер собирает сам при обновлении) (services/api/Dockerfile, storage-agent, storage-agent) (push) Canceled after 0s
Security and robustness:
- storage-agent rejects an empty INTERNAL_TOKEN (config notEmpty + middleware)
- api takes the client IP only from X-Real-IP (chi RealIP trusted True-Client-IP)
- /readyz reports ok/fail and logs the cause; checks run in parallel with a timeout
- storage-agent shuts down gracefully; shared httpx.NewServer/Serve with IdleTimeout
- goose migrations take a Postgres advisory lock
- recommender readyz: per-check timeout, redis socket timeouts
Clients:
- Android release allows cleartext HTTP for LAN servers (expo-build-properties)
- checkServer times out after 10s; connect button is disabled while checking
Deploy and CI:
- install.sh hands cache/uploads/updates/models to the non-root service users
- update.sh refuses downgrades unless PIPU_ALLOW_DOWNGRADE=1
- recommender/analyzer get only the env they need; required secrets fail fast
- nginx security headers and CSP; strip True-Client-IP
- dev compose binds ports to 127.0.0.1; postgres/redis images pinned
- version.mjs fails on a malformed explicit tag instead of releasing 0.0.0-dev
- contract check catches untracked generated files
- final releases fail without a release keystore; changelog skips rc tags
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
