Files
J621/ROADMAP.md
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JakeBreath 75b7ed35eb Live worker counts and an e621 request-history dropdown
- Status polling drops from 30s to 5s, and download start/finish/cancel
  invalidates it immediately, so the footer's Active Workers reflects
  running download tasks in near real time
- The e621 time in the status pill is now a button: it opens a dropdown
  with the session's request history (clock time, endpoint, duration,
  colour-coded) plus totals; closes on outside click or Escape
- Metrics store keeps the last 50 requests
2026-09-17 12:20:27 -05:00

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# J621 Roadmap / To-Dos
Working list of what's still missing, roughly in priority order. Check items off as
they land.
## 1. Library management
- [ ] **Duplicates engine**
- [ ] Exact MD5 duplicate detection with grouped results
- [ ] Perceptual similarity (aHash, dHash, pHash, wHash) with threshold slider
and algorithm toggles (needs `imagehash`/`imgdd` server-side)
- [ ] Visual similarity groups: pagination, "keep one / delete rest", dismiss group
- [ ] **Delete & storage page**
- [ ] Storage overview (watched folder, media folder)
- [ ] Delete by J-ID with preview grid and bulk selection
- [ ] Temp folder cleanup
- [ ] **Library search upgrades**
- [ ] Search by tags (custom + e621 tags), not just filename
- [ ] Tag cloud from the library
- [ ] Status filter (matched / not found / deleted / unknown / custom)
## 2. e621 integration
- [x] **Download progress bar on the detail view**
- [x] Backend download task (status, progress %, downloaded/total bytes, speed)
- [x] Progress endpoint the SPA polls; cancel support
- [x] Frontend progress bar with speed and cancel on `/detail/<post>`
- [x] The status footer's "Active Workers" now counts running download tasks
- [x] **Download to client** — streams the e621 original straight to the
browser (works for guests; host-restricted proxy, no library write)
- [ ] **Match local files to e621**
- [ ] Match by MD5 from the library detail (manual post ID entry)
- [ ] Batch cache status for the whole library (`matched` / `not_found` / `deleted`)
- [ ] Show match status + e621 metadata in the library (model already supports it)
- [ ] **IQDB reverse search**
- [ ] Search from a local file (`POST /iqdb_queries.json`)
- [ ] Show candidate posts to link
- [ ] **Follows**
- [ ] Follow tags/pools, Followed screens with unseen badges
- [ ] "Followed" nav entry
- [ ] `F` shortcut to favorite a post, tag finder in the Ctrl+K palette
## 3. Uploads & ingestion pipeline
Files now stage first and are resolved before entering the library.
- [x] **Backend staging storage**
- [x] `TempUpload` model: user, md5, filename, temp path, status
(`pending` / `visual_match` / `completed` / `error`), resolution
- [x] Files land in a temp folder first; only completed uploads move into
the watched library folder
- [x] Pending/upload list endpoint, file serving, discard endpoint
- [x] `cleanup_temp_uploads` command for old staged files
- [x] **Auto-upload / auto-match**
- [x] MD5 computed on staging; exact duplicates resolve immediately
- [x] MD5 batch-checked against e621; matches auto-complete with post
metadata stored and rating seeded
- [x] **IQDB similarity on upload** (SPA-driven)
- [x] Automatic + manual IQDB checks with candidate posts
- [x] "Visual Similarity Detected" state with candidate picker
- [ ] Perceptual-hash comparison against the library (shared with the
duplicates engine, still pending)
- [x] **Upload UI**
- [x] Three-column board: Pending & Unmatched / Visual Similarity Detected /
Auto-uploaded & Indexed
- [x] Metadata modal (link to e621 post, IQDB candidates, custom metadata)
- [x] Per-file progress plus batch processing indicator
## 4. Staff tools
- [ ] **Optimization modal** (image quality, GIF/APNG resolution+FPS+compression,
video bitrate/presets/two-pass/hw-accel) with original vs processed preview
and override
- [ ] **Stats dashboard**
- [ ] CPU / RAM / GPU / disk usage
- [ ] Active jobs list (this is what makes the footer "Active Workers" real)
- [ ] Live log tail
## 5. Shell & polish
- [ ] Toasts instead of inline messages / confirm dialogs
- [ ] Mobile drawer polish for metadata panels (design spec §layout)
- [ ] Avatar picker (choose from library)
- [ ] Profile extras (per-user browse preferences)
- [ ] Command palette: tag finder, recent searches
## 6. Infrastructure
- [ ] Guest blacklist refresh on a timer (`refresh_guest_blacklist` via cron/systemd)
- [ ] Production setup: build the SPA, serve via Nginx (static + `/media` +
`/library`), systemd unit for Waitress
- [ ] Automated tests (backend API + frontend components)
- [ ] Backfill e621 metadata for items downloaded before metadata was stored
(re-download or a "match" action)
## Dependencies / notes
- Duplicates and upload visual-similarity share the perceptual hashing layer
(`imagehash`/`imgdd` server-side + a hash cache table).
- Download progress, optimization jobs and the stats "Active Workers" count all
want the same background-task/progress primitive — design it once.
- IQDB and e621 matching depend on e621 credentials being configured; the SPA
already talks to e621 directly where possible.