dc8af8b1a79e982e1ae5cb1a3f492837b4b7b489
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dc8af8b1a7 |
feat: a learned roster, so a stopped part is observable (milestone 365 steps 1-2)
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Nothing in FabledCurator knew what was SUPPOSED to be running. `celery inspect` reports the workers that ANSWER, so a dead worker was a shorter list rather than a red light, and grep for any notion of expected services returned nothing. That is why Portainer was the only place an operator could see it: Portainer knows the intended set. `service_seen` is the memory that makes an absence observable — every part that has checked in, and when it last did. **Keyed on the queue set, not the worker hostname.** Celery's worker names here are `celery@<container id>`, minted fresh on every deploy. Keyed on those, this table would record a death and a birth every time the stack updates — and a status page that goes red on every deploy is a status page nobody reads, which is worse than not having one. CELERY_QUEUES is assigned per role in compose and survives container replacement, so it is the stable identity. Two replicas of a role are therefore ONE row, which is right: the question is whether the role is served, not how many containers exist. The GPU agent is keyed on agent_id, the identity its lease protocol already uses. gpu.py received it on both lease and heartbeat and threw it away — an idle agent with nothing to lease left no trace and was indistinguishable from one switched off a week ago. Now recorded on the calls that were already happening. **Who observes, corrected from the plan.** The plan said "record from the existing inspect path", which would only run when someone opened the Activity tab. Two other candidates and why they lost: - A beat sweep. If the scheduler dies the sweep stops, every row goes stale, and the page says everything is down when one thing is. An alarm that cannot distinguish "a part died" from "the observer died" is worse than none. - A background task in web. hypercorn runs --workers 4, so that is four concurrent inspect loops per container, forever. Taken instead: refresh on demand, rate-limited by the newest last_seen_at that every process can already see. The observer is then the thing serving the page — if web is down you get a browser error, not a confidently green page — and it self-limits with no coordination, since a race costs one redundant inspect that writes identical values. Migration 0090 is the first written on the collapsed baseline (milestone 328), so it is also the first evidence the chain steps FORWARD from 0089 rather than merely reproducing the schema. No secondary indexes: one row per moving part means every read is a handful of rows, and #3301 is the record of what speculative indexes cost. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TTjbZZ6JirCMSaJzQV1RhA |
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bce894ba24 |
feat(settings): the instance reports which build it is (318 step 6)
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A dim line at the foot of Settings: `FabledCurator 2026.08.28.1249 · dev`. This is no longer a convenience. Milestone 318 stopped publishing version image tags, so an instance's own report is the ONLY answer to "which build is this?" — there is no registry name left to check it against. Note #3127 §5 says it directly: a wrong answer here has no second source to contradict it. Three states, kept distinct because collapsing any two of them lies: not asked yet render nothing asked, no version render "unknown" asked, has a version render it A blank footer reads as "no version", which is a different claim from "I cannot say". And a failed health call deliberately does NOT mark the build loaded — a network blip says nothing about the image, and presenting it as "unknown" would look like a defective build. Carried on /api/health rather than a new route: it answers at the same cost (two module constants, no I/O) and TopNav already fetches it app-wide, so a separate endpoint would mean a second request for two strings. Both fields are OMITTED when unset rather than sent empty. Absence already means "cannot say" — an image predating the field says exactly that by not having the key — so a second spelling would make every reader special-case it. The pre-existing test asserting the body is EXACTLY {"status": "ok"} is what keeps a well-meaning `or ""` default from creeping in. FC_CHANNEL now has one definition. It was read from the environment in extension.py and would have been read again here; the new build_info module holds both, and extension.py binds it as a module-level name so existing tests monkeypatch it exactly as before. Separate from config.py on purpose: those are operator settings meant to be changed, these describe the artifact. Channel sits beside the version, never inside it (rule 149), asserted from both ends. A `-dev` suffix would read as a 0 segment to the extension's parseInt comparator and make every dev build compare equal — #2993 exactly. Not hidden, per the operator and §7: the JS bundle and asset hashes fingerprint the build anyway, and "I'm on 2026.08.28.1249" is the single most useful line in a bug report. |
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a7e626a67a |
feat(extension): report the channel beside the version (step 7)
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Closes the half of the ask the signing work didn't: a way to tell a dev
build from a main one. FC_CHANNEL is baked into the web image at build
time and /api/extension/manifest reports it as its own key, next to
version — the popup banner, the toolbar tooltip and the Settings card all
name it.
Beside the version, never inside it. A `1.0.3499884-dev` suffix is the
obvious shortcut and it is the exact failure this design comes from:
versionIsNewer parses each dotted segment with parseInt, so a suffixed
segment reads as 0, every dev build compares equal to every other, and
"no update available" stops being distinguishable from "I cannot read this
version". The comparator already degrades rather than discarding (rule
150), which is a reason not to NEED the suffix, not a licence to add one.
Two tests hold the line — one backend, asserting version and channel are
separate keys; one frontend, asserting the rendered version text stays the
bare derived number.
Optional on the read side, and absent rather than defaulted. An image
built before this field says nothing by not having the key; an image built
without a channel now says nothing the same way, so there is one absence
to handle instead of a second spelling of "unknown". Every reader drops
the label entirely when it is missing and reads exactly as it did before.
Reported verbatim rather than validated against {dev, main}: if an image
declares something else, showing what it claims helps whoever is debugging
more than dropping it would.
FC_CHANNEL is declared LAST in the Dockerfile. An ARG invalidates every
layer below it, and this is the one value that differs between the dev and
main builds of identical source — earlier, and the two channels could
never share a cached pip install. A tag push counts as main: a vYY.MM.DD
tag is cut from main, so that image is a main-channel artifact wearing an
immutable name.
No channel switcher, deliberately. background.js:34 already records that
Firefox's static update_url cannot apply, because every FC instance is a
different host — so the extension asks its configured backend, and the
channel IS the instance it points at. Switching is repointing apiUrl and
reinstalling from that host. A separate setting would contradict each
server build shipping its own extension.
This commit touches packaged extension files, so it moves the derived
version and will sign a new one via AMO — the first push to exercise the
extension-changed path from dev end to end.
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1ac448d881 |
refactor: four small cleanups from the review pass (#3072)
Items 2-5 of #3072. Item 1 (the per-row sweep inserts) is separate. 2. .fc-bad was not merely duplicated — it is .fc-weak under a second name. Both local definitions were `color: rgb(var(--v-theme-error))`, identical to the global .fc-weak, and GpuAgentCard was already using .fc-weak to colour exactly what GpuActivityPanel coloured .fc-bad (an errored count, red when non-zero). So rather than promoting a synonym to app.css, both call sites now use .fc-weak and the local defs are gone. app.css's status-colour comment records why there is no .fc-bad, next to the existing note on why .fc-ok is deliberately NOT global. 3. GalleryItem.vue's obsidian literals now use --v-theme-background, which IS obsidian (vuetify-theme.js maps background -> surfaces. obsidian). Preferred over --fc-chrome-rgb: same value, but that variable is named for the nav fade, not for the palette entry. The ticket said these were the only three real uses in the tree. They are not — GalleryItem itself had two more in the artist-label gradient (fixed here, so the file is now consistent), and ~13 more live in SeriesView, SeriesReaderView, ImageViewer, ArtistHeader, ExploreView and GalleryFilterBar. Those are a separate sweep, filed rather than folded in here. 4. The attachment download path had two hand-formatted copies. One definition now, `attachment_download_url`, next to the model both serializers already import. The test pins it by MATCHING the built path against the app's real URL map rather than comparing to a literal — a string-equality test would still pass after someone renamed the route, which is the drift the helper exists to prevent. 5. Extension API key now compares with hmac.compare_digest. Compared as BYTES, not str: compare_digest's str form raises TypeError on non-ASCII, and this value comes straight from an attacker-controlled header, so the str form would turn a junk key into a 500 instead of a 403. Low stakes either way — the API is unauthenticated-by-design on a LAN — but it costs nothing. Refs #3072 |
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2e0f8f8c61 |
feat(cleanup): reclaim orphaned attachments — rows and store blobs (#3068)
PostAttachment's two FKs are both ON DELETE SET NULL, so a deleted post or artist left the row behind rather than taking it. Nothing ever pruned those rows, and nothing in the repo had ever unlinked a file under the attachment store — so both rows and bytes accumulated permanently, invisible to every existing diagnostic. Why a disk->DB reconciliation rather than a row sweep: the store is sha-addressed and idempotent, so ONE blob backs MANY rows. Deleting a row does not free its blob, and since the artist cascade (#3066) now deletes its attachment rows outright, a freed blob has no DB pointer left to find it by. Walking the store and asking "does any row still reference this sha?" catches orphans from every cause, including ones no future delete path will think to report. Preview and apply share `_orphan_attachment_conditions` (rule 93). The dry-run derives its surviving-sha set by NEGATING that same predicate, so it is honest about blobs the delete would free rather than counting them as still-referenced — the one place this was easy to get backwards, so it has its own parity test. Guards, each with a reason: - A blob is written before its row commits, so a just-stored file legitimately has no referencing row. Files under 6h are never judged — same guard and reasoning as ORPHAN_TEMP_MIN_AGE_HOURS. - `.partial` staging files belong to cleanup_orphaned_temp_files; skipped rather than raced. - The sha is parsed as the first 64 chars, not via Path.stem: store() takes the extension from the source filename, and a URL-encoded basename yields a multi-dot suffix that would make stem eat part of the sha. - A 900s walk budget reports partial=True instead of running to the task's hard limit (rule 89). - TASK_STUCK_THRESHOLD_MINUTES override at 30 (= time_limit 25 + 5). Without it a healthy 20-minute walk is phantom-flagged 'RecoverySweep' at the bare 5-min default — the #883 failure class; its invariant test is mirrored here. Defaults to the safe preview at both the task and the route, unlike the other maintenance triggers: this apply unlinks files. Operator-triggered only, never on a beat. Ships with its UI (rule 27): AttachmentReclaimCard in Cleanup → Duplicates & leftovers, built on the existing useMaintenanceTask/MaintenanceTile shapes, so a run survives navigating away. Surfaces files_failed and partial explicitly, since both change what the numbers mean. Also promotes humanBytes to utils/bytes.js — it was byte-identical in VideoDedupCard and GatedPurgeCard and this card would have been the third copy. The three divergent `formatBytes` helpers are deliberately left alone. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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666b3a2ec8 |
refactor(ml): DRY pass — shared sweep helpers + table-driven settings (#161)
Consolidate duplication accrued across the ML tagging + settings backend, behavior-preserving (over-DRY guard applied — the three auto-apply sweep BODIES stay separate; only their shared inner helpers are extracted). - _sigmoid / _conflict_scores / _insert_presentation_review (heads.py): the score→prob transform (6 inlined sites), the presentation conflict signal (2 sites), and the ring-loud PresentationReview insert (2 sites, single- sourced so the mode column can't drift on the shared composite PK). - _applied_or_rejected (training_data.py): the per-tag "applied ∪ rejected" skip-set, byte-identical at 3 sweep sites (heads.py x2, tasks/ml.py ccip). - ccip sweep divergence fixes: import ccip._FIGURE_KINDS + training_data._l2norm instead of local copies that silently drift when the canonical changes. - MLSettings.load / .load_sync classmethods (mirror ImportSettings); route all 8 scalar_one singleton reads through them (the session.get None-path stays). - GET serializers for MLSettings + ImportSettings are now table-driven off the same _EDITABLE tuples PATCH writes, so a new field can't be silently absent from GET (the split that historically dropped fields). - AUTO_APPLY_THRESHOLD_MIN/MAX constant single-sources the [0.5,0.999] operating range across the service clamp + the 5 API validators. - test_ml_dry_helpers.py pins _applied_or_rejected + _sigmoid. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01NsmJSQxnNxGgtM5Yz4GAqi |
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fac5ae6ce5 |
feat(explore): reach dial to escape dense clusters + anti-revisit (#1476)
The Explore walk got stuck in dense signatures — neighbours all too similar, so forward-arrow couldn't escape and Random was the only exit. Root cause: MMR only diversifies WITHIN the nearest ~400 pool; in a dense cluster that whole pool is near-identical, so there's no escape route in it. - gallery_service.similar(reach=0.0, exclude_ids=None): reach>0 widens the pool (cap 400→1000) and _reach_sample strides across an outward-growing distance span so the set handed to MMR spans near→mid-far (guaranteed escape routes), not just the tight cluster. exclude_ids drops already-walked images. Gallery 'more like this' (reach=0) is unchanged. - api/gallery similar: parse reach + exclude_ids. - explore store: default reach 0.4 (auto-diversifies without touching the dial), pass the breadcrumb as exclude_ids, setReach action. - ExploreView: a Near↔Far reach slider in the trail. - tests: _reach_sample math (deeper ranks with higher reach, near kept); similar exclude_ids drops walked + reach path runs clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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af0d39ed52 |
feat(wip): soft title tier — sketch/doodle vocab + ring-loud audit (#1474)
Extends WIP title-tagging to lower-precision cues (sketch/doodle/scribble) safely. - wip_title.py: soft matcher (word-anchored; sketchbook/kadoodle don't trip it); WIP_TITLE_SOFT_SOURCE + soft SQL prefilter; apply_wip_image_tags takes a source arg. - training_data._AUTO_SOURCES += 'wip_title_soft' → the soft tier is PROVISIONAL and never trains the wip head (a finished "sketch" can't pollute it). Only the hard tier (wip_title) + manual train. - ImportSettings.wip_soft_title_tagging_enabled (OFF by default, opt-in). Migration 0087. - importer: hard tier wins, soft is the fallback (source wip_title_soft). - backfill: refactored into a shared _backfill_wip_tier; hard always, soft when enabled. - heads.soft_wip_conflict_audit + daily beat: score soft-tagged images against content heads, flag ring-loud ones (PresentationReview mode=process) for the review strip — the operator's "measure if they got falsely tagged" safety. - api settings toggle; ImportFiltersForm soft toggle. - tests: soft matcher pos/neg; soft source not a training positive; audit flags ring-loud + spares quiet. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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ad2a5fc5fe |
feat(system-tags): process vs chrome groups + WIP provisional auto-apply (#1464)
Backend for the system-tag behavior refactor (milestone #157). editor screenshot moves from chrome (hidden) to the PROCESS group (shown, like wip); wip+editor gain provisional auto-apply so they stop needing endless manual identification — without a runaway loop. - tag.py: split PRESENTATION_SYSTEM_TAGS → CHROME_SYSTEM_TAGS (banner) + PROCESS_SYSTEM_TAGS (wip, editor screenshot). - heads.py: generalize presentation_auto_apply_sweep → system_tag_auto_apply_sweep (mode chrome|process). Same Guard 1 (skip human/confirmed) + Guard 2 (ring-loud conflict → PresentationReview). process mode uses source 'process_auto' and does NOT hide (hide is a gallery-query effect of group membership). - training_data._AUTO_SOURCES += 'process_auto' → the head never trains on its own auto-applied output; only wip_title/manual train it (the runaway break). - ml_settings: process_auto_apply_enabled (OFF, opt-in) + threshold + conflict threshold. presentation_review.mode ('chrome'|'process'). Migration 0086. - gallery_service: default-hide reads CHROME only (editor now shows); Explore neighbors exclude the whole PROCESS group. - tasks/ml + celery beat: scheduled_process_auto_apply (daily, opt-in); prune covers both modes. - api: ml_admin process_* CRUD+validation; hidden-review returns mode. - tests: rename chrome sweep calls; new test_process_auto_apply (apply, guards, mode flag, no-self-train); gallery test asserts editor now visible. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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571938781a |
feat(tagging): title-based WIP auto-tagging (#1458)
Auto-apply the `wip` system tag to posts whose TITLE explicitly declares
work-in-progress ("WIP" / "work in progress") — a deterministic, high-precision
complement to the image-based ML `wip` head. WIP images are excluded from the
Explore/gallery browse, so honouring the artist's own label keeps unfinished
pieces out of the main browse.
- services/wip_title.py: precision-first token-anchored matcher (swipe/wiped
never trip it) + sync apply helpers (source='wip_title', ON CONFLICT DO
NOTHING, chunked under the psycopg param ceiling).
- importer: live hook on FRESH import only (never on deep-scan/supersede), so a
manually-removed WIP tag is never re-applied by a routine re-scan.
- maintenance.backfill_wip_title_tags: operator-triggered back-catalogue sweep
(coarse SQL prefilter + regex confirm, keyset-paginated). Deliberately NOT a
beat — a periodic re-run would silently undo manual removals.
- ImportSettings.wip_title_tagging_enabled (default ON, migration 0085) gating
the live hook; GET/PATCH + POST /settings/wip-title/scan.
- Settings UI: toggle + "Scan existing posts" button.
- Tests: pure matcher unit tests + integration (apply idempotency, backfill
precision).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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aea2701c28 |
feat(translation): tunable acceptance floor (0.90) + per-post sticky override (#155)
The gate at a fixed 0.80 couldn't catch the real pain: Interpreter (fresh == cached, verified by probe) confidently mis-detects short ASCII English like "... WIP Part 1" as German at 0.86 — above the floor — so it was accepted and a re-translate reproduced it. Confidence alone can't separate the 0.86 collision (genuine German lands there too), and single-word mis-flags sit at a confident 1.0 no floor catches. Two operator-approved levers: - Acceptance floor is now a live Settings value (ImportSettings. translation_min_confidence, default 0.90; surfaced in the Translation card), so it's tunable without a redeploy. _accept takes the threshold as a parameter. - Per-post sticky override (Post.translation_override: auto/force/original). 'force' stores a translation even below the floor (rescue a skipped legit-foreign title); 'original' keeps the original and clears any stored translation (kill a confident mis-flag no floor catches). The sweep honors it on every run and _reset_translations skips 'original', so the choice survives a Re-translate-all. POST /api/posts/<id>/translation-override applies it immediately (translate now when the service is up, else queue for the sweep). UI: PostTranslationControl on the posts-feed card. Migration 0084 (both columns + a CHECK on the override). The feed + provenance serializers expose translation_override. With a stricter floor the rollback finally works: raise it -> Re-translate all -> the 0.86 mis-flags are rejected and restored to the original; force / keep-original handle the residual either way. Tests: gate thresholds against the param (0.86 rejected at 0.90, explicit-floor cases); sweep force/original + re-translate-skips-original; override endpoint (validation, original clears, force queues when disabled, feed exposes it); settings min_confidence default/save/validate. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy |
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a444cf82d1 |
refactor(tags): unify suggestion source — one canonical DB-tag dropdown, drop dead raw/alias machinery (#154)
Every tag suggestion is a canonical DB tag now (tagging-v2 #114: heads + CCIP score EXISTING concept tags). The pre-heads apparatus for model-predicted tags that didn't exist in the DB — creates_new_tag / raw_name / via_alias, the /suggestions/alias endpoint + add_alias_and_accept, AliasPickerDialog, and the store's aliasAccept/removeAlias — was dead and is removed. The type-to-add dropdown was TWO row sources (server autocomplete + the image's ML suggestions) merged with a dedup that dropped the %-bearing suggestion row when the debounced server hit landed — the operator's "confidence % flickers then vanishes". Now it's ONE list of DB-tag matches, each annotated with the model's confidence (join by canonical_tag_id) when the tag was scored for this image. No dedup, no flicker; picking a suggested tag still records acceptance via TagPanel.findPending. Single per-image fetch: score_image now reports above_threshold per row (computed vs the head's own suggest cut, separate from the inclusion floor), so the rail makes ONE min=0 request and derives the panel (above_threshold) and the dropdown (all, text-filtered) client-side — the two /suggestions calls collapse to one. Manual "Create 'X' as <kind>" (novel typed names) is unchanged; the alias table + tag-side alias admin + auto-apply alias matching are untouched. Tests: gate/serializer assertions updated (above_threshold; dropped dead-field + alias-endpoint checks); frontend spec seeds via the single load and covers the byCategory/aboveByCategory split. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy |
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ffdbdbaf07 |
feat(translation): 8h sweep + drain button + detection probe (#1376)
Throughput: translate_posts now runs every 8h (was daily) as the steady-state cadence for newly-imported posts, and the Settings "Translate now" button runs it in drain mode (run-until-done, no reset) so one press clears the whole untranslated backlog instead of a single 300-post chunk. The interrupt/backoff re-enqueue now preserves the drain flag so a bulk drain resumes cleanly after an Interpreter restart. Misdetection groundwork: surface the detector's confidence from the Interpreter client (it was in the detectedLanguage payload but discarded) and add a read-only "Test translation" box — POST /settings/translation/ probe + TranslationCard UI — that shows detected language + confidence + engine + result for pasted text, without saving. Lets the operator see why a short/abbreviation-heavy English title gets mis-detected so the detection guard (min-length + confidence floor) can be tuned from real numbers. The guard itself follows once the mis-detected cases are probed. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy |
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4371ddb7e7 |
feat(translation): live re-translate progress in the Settings card
translation/status now reports `active` (a translate/retranslate sweep is running, from the TaskRun table) and `last_run` (the most recent finished run's task + status). The Settings card polls live while a sweep runs, showing a spinner + "Translating… N remaining" that ticks down, and flags a last run that ended in error/timeout. No migration. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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f8105046dc |
feat(explore): exclude WIP-tagged work from the Explore rabbit-hole
Explore's neighbour grid (/api/gallery/similar → gallery_service.similar) now takes an Explore-only exclude_wip flag that drops `wip` system-tagged images from the candidates, alongside the banner/editor presentation tags. The gallery's own "similar" button is unchanged (keeps wip, #1274) — only the Explore store passes exclude_wip=1. The anchor itself may still be a WIP; only neighbours are filtered. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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1f6d94f51d |
feat(translation): re-translate on model change — artist-scoped + global re-run (#146)
retranslate_posts resets the 5 translation columns to NULL for a scoped set of posts (all, or WHERE artist_id IN ids) then reuses the untranslated sweep to re-run them, chasing the tail until drained (run-until-done). Interpreter cache keys on engine_version so a changed model re-translates, an unchanged one is cache-fast. Reset only happens when the service is configured+healthy so translations are never wiped when they can't be rebuilt. New POST /settings/translation/retranslate (artist_id | all=true). UI: per-artist 'Re-translate posts' on the Artist Management tab + 'Re-translate all' in the Settings Translation card, both with confirm dialogs. No migration (reuses m143 columns). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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6a255482ea |
feat(translation): "Test connection" button — on-demand Interpreter health check (#143)
New POST /api/settings/translation/test pings /v1/health for a GIVEN base URL (not the saved one), so the operator can verify a URL before enabling it. TranslationCard gains a Test-connection button that reports reachable/unreachable inline and updates the status dot. Endpoint test. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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7a4de7278d |
feat(translation): backfill sweep + beat + manual trigger (#143 step 3)
tasks/translation.py — translate_posts: picks untranslated posts (title OR description non-empty), per-post [title, description] batch via the Interpreter client, stores translations + detected lang + engine_version; passthrough / already-target posts are marked handled with no stored translation. 503 or a connection error interrupts (retry next cycle), 400 stops (fix config), per-post commit keeps progress; wall-clock bounded. Wired into celery (maintenance_long lane) + a daily beat. No-op unless enabled + base URL set + healthy. GET /settings/translation/status + POST .../run for the Settings card. Task tests (stubbed client, monkeypatched session). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a3bc98a53c |
feat(translation): Post translation columns + settings + migration (#143 step 1)
Post gains post_title_translated / description_translated / translated_source_lang / translation_engine_version / translated_at — filled by the translate sweep so viewing is instant. ImportSettings gains translation_enabled (OFF by default), interpreter_base_url (EMPTY — no default host; the operator points it at their own Interpreter proxy behind a reverse proxy) and translation_target_lang (en), exposed + validated via /settings/import. Migration 0083. Settings defaults + patch + validation test. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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6c34f86477 |
feat(gallery): hidden-view review endpoints — list + keep + un-hide (#141 step 5)
GET /api/gallery/hidden-review lists unresolved presentation auto-hide flags (image + presentation tag + conflict tag/score), most-concerning first. POST .../keep resolves the flag (the tag stays). POST .../unhide removes the presentation tag (image returns to the gallery), records a TagSuggestionRejection so the head learns it misfired, and resolves the flag. Tests for list/keep/unhide. Frontend review strip (shown when Show-hidden is on) next. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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ab63d94249 |
feat(ml): presentation auto-hide settings + review table (#141 step 3)
MLSettings gains presentation_auto_apply_enabled / _threshold (default 0.90) + presentation_conflict_threshold (default 0.50): banner/editor auto-hide with a FLAT threshold (decoupled from content-head graduation), plus the "also looks like content" conflict cut. New presentation_review table (image, presentation tag, conflict tag + score, created/resolved_at) records auto-hides flagged for review. Migration 0082 (columns + table), ml_admin API (editable + get_settings + _validate bounds), settings roundtrip/bounds test. The sweep that reads these knobs + the Settings UI land in step 4. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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0efb187eb1 |
fix(gallery): drop include_hidden before the similar() call (#141 step 1)
The /similar route splats **filters into similar(), which doesn't take the new include_hidden kwarg → TypeError → 500 (test_gallery_similar). Drop it like post_id; similar() has its own presentation exclusion (#1274), so the gallery-browse flag doesn't apply there. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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e86b91dfe2 |
feat(gallery): default-hide presentation chrome (banner/editor screenshot) (#141 step 1)
The default gallery + facets now implicitly exclude images carrying a presentation system tag (banner / editor screenshot), reusing the tag-scope EXISTS machinery. Suppressed when the operator explicitly filters FOR a presentation tag OR passes include_hidden (the Hidden view — step 2). `wip` is NOT hidden (real, in-progress art). include_hidden threaded through scroll/timeline/jump_cursor/facets + the gallery API _parse_filters. Test covers default-hide, include_hidden, explicit-filter-shows, and wip-stays-visible. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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8f6547f8d7 |
refactor(subscriptions): remove the dead backfill dry-run preview (#1281)
PreviewDialog.vue was orphaned — nothing mounted it — so the dry-run preview was unreachable. Rather than wire it up, remove the whole chain: its unique value (a capped 3-page count of what a backfill would grab) is low, and its adjacent needs are already covered — auth validation by verify_source_credential, and actually fetching recent posts by "Check now". Operator decision 2026-07-06. Removed: - frontend: PreviewDialog.vue + sources store previewSource() - backend: POST /api/sources/<id>/preview route, download_backends.preview_source, IngestCore.preview() + its now-unused NativeIngestError import - tests: the 3 ingester preview tests Nothing else referenced the chain (verified). Shared campaign-resolution and ledger helpers stay — they're used by run()/verify_source_credential. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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9bb4211722 |
feat(ui): hover an applied tag chip → highlight its grounding crop (#133 step 4)
Applied tags aren't scored live, so compute the grounding on demand: run the
tag's head over the image's max-over-bag (whole-image + concept crops), argmax
→ the region that best explains the tag on this image, mirroring what
score_image records for live suggestions.
- heads.py: extract _image_bag (now shared by score_image) + ground_applied_tag.
Returns (grounding, has_head): has_head False = no head to localize with →
no overlay; grounding None = the whole-image vector won → whole-image frame.
- tags.py: GET /api/images/<id>/tags/<id>/grounding → {grounding, has_head}.
- TagChip/TagPanel: applied chips inject fcSuggestionHover and fetch grounding
on hover (cached per image+tag, race-guarded), reusing Step 3's overlay in
both the modal and Explore. No new frontend overlay code.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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409724b981 |
feat(ml): argmax grounding in score_image → suggestions carry the winning crop (#133 step 1)
score_image now keeps the ARGMAX beside the max-over-bag: which bag row won each
head. The region query also selects bbox/kind/detector_version, a parallel
bag_meta maps each row → its region (None for the whole-image vector), and every
hit gains grounding {bbox,kind,detector} (null when the global vector won). Threaded
through SuggestionService (new Suggestion.grounding field) → /api/.../suggestions
payload. This is the data the #1206 hover-overlay draws. CCIP-only hits ground null
for now (figure grounding = step 2). Tests: winning crop grounds the tag with its
bbox+kind; whole-image win → grounding None.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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ab362bc79c |
feat(ml): Settings → Tagging 'Crop proposers' card (#134 step 3)
Exposes the detector config (per-proposer enable + weights + confidence, caps, dedupe IoU) in Settings → Tagging, backed by MLSettings via /api/ml/settings. ml_admin adds the detector fields to _EDITABLE + GET payload + validation (conf 0..1, caps >=1, IoU 0..1). New CropProposersCard.vue (mirrors HeadsCard) with working defaults pre-filled, per-field live-save (no restart — the agent picks changes up on its next lease), weights-format help, switch-revert on error. Closes milestone #134: all three proposers are on out-of-the-box and tunable in the UI. Test: detector defaults GET + patch round-trip + range validation. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a4df279343 |
feat(ml): lease announces detector config; agent builds proposers from it live (#134 step 2)
The GPU lease now carries the crop-proposer config from MLSettings in a per-job 'detectors' block (same pattern as embed_model_name). The agent's worker builds its Proposers from the announced config via _effective_cfg (lease block overlaid on env) + _proposers_for (rebuilds only when a config signature changes) — so an operator's UI edit takes effect on the next lease with NO restart, and env is now just the bootstrap fallback until the server announces. enabled-off maps to empty weights (proposer skipped); dedupe_iou + max_regions also come from the effective cfg. Test: lease announces the detectors block with the seeded default weights. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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0c4b8aef8c |
feat(artist): pixiv display-name at add-time + identity-by-source (#130 steps 2+3)
Final piece of the artist decoupling. (1) Identity-by-source: quick_add_source resolves the artist by an existing (platform, url) Source first, so a re-add reuses the artist even after it was renamed (its frozen slug no longer matches the name) — a slug-based lookup would have duplicated it. (2) Pixiv naming: a new pixiv source resolves the real display name via the app API (PixivClient .resolve_display_name → /v1/user/detail) using the stored token, so the artist is 'Kurotsuchi Machi' not '12345678' — and its name-derived slug matches what a native download produces, unifying them. Falls back to the numeric id when no token/crypto. ExtensionService gains the crypto seam; the endpoint passes it. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a69bd1baa8 |
feat(artist): move a source into another artist (#130 step 4)
Operator ask: a surface to merge new sources into existing artists (consolidate the singleton artist a fresh add spins up). Enabled by the #130 slug decoupling — the storage path is immutable, so re-attribution moves NO files. SourceService .reassign moves the source, re-points its posts (Post.source_id==S) and the images it contributed (ImageProvenance via S, scoped to the old artist so shared images aren't stolen), and deletes the old artist if it's left fully empty (else clears its subscription flag). POST /api/sources/<id>/reassign. Frontend: a 'Move…' action per source on the artist Management tab → artist-autocomplete picker → confirm → routes to the target (whose slug is stable). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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87d53db0cb |
feat(artist): editable display name + rename surface; drop name-uniqueness (#130 step 1)
First step of decoupling artist identity/storage/display. migration 0077 drops uq_artist_name so the display name is free text (two genuinely different creators can share a name); the slug stays the immutable, unique storage/identity key (the on-disk path component — untouched, so nothing moves). ArtistService.rename + PATCH /api/artists/<id> change the name ONLY. Frontend: inline pencil-edit on the artist header (mirrors TagCard), slug/route unaffected so no navigation. Fixes the operator's 'no surface to rename an artist' + the name-collision fragility. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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0bbcdee3bd |
feat(pixiv): flip dispatch to the native ingester (#129 step 4)
pixiv joins NATIVE_INGESTER_PLATFORMS: download/verify/preview and the recover/recapture UI actions now route through PixivIngester. Campaign id is parsed straight from the source URL (numeric user id — no network resolver), with a platform-aware resolution-failure message. auth_token now rides the uniform adapter construction (token platforms use it, cookie platforms accept-and-ignore), and the preview endpoint fetches/threads it. The legacy gallery-dl pixiv path is fully removed (PLATFORM_DEFAULTS entry + the refresh-token config branches in download/verify) per no-legacy policy; gallery-dl keeps hentaifoundry/discord/deviantart until they migrate/retire. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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f77e75147d |
feat(tags): system-tag UI markers + full protection sweep (step 4 of #128)
UI: shield marker + tooltip on TagChip and TagCard; system tags hide rename/merge/delete affordances (chip kebab entirely — set-fandom never applies to their general kind; remove stays, un-tagging is normal use). Aliases stay available: mapping model outputs ONTO a system tag is useful. Directory cards carry is_system. Every destructive path that could take out a system row is now guarded, found by sweeping run 1891s off-by-three failures — each one was a surface that would have eaten the seeded tags: - prune-unused: predicate exempts is_system (they ship with zero applications and matched every unused condition) - reset-content: predicate exempts is_system AND keeps their applications — hygiene flags describe the file, not content tagging - admin tag DELETE: refused with system_tag error - normalize_existing_tags: scan excludes is_system — canonicalization would recase wip -> Wip behind TagService.rename's guard, breaking the name-keyed presentation lookup Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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e9891ee9f3 |
feat(tags): system tags — is_system column, seeded hygiene tags, protection guards
Training hygiene step 1 (milestone #128). Migration 0075 adds tag.is_system and seeds wip / banner / editor screenshot (kind=general), ADOPTING an existing same-(name,kind) tag case-insensitively instead of duplicating. These rows drive the upcoming training exclusions, so they are protected: rename and merge-away refuse system tags (merge-INTO stays allowed — folding an operator's old hygiene tag into the system row is the intended move; merge is the only tag-delete path, so that guard covers deletion). is_system rides every tag serialization. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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aa12a57f97 |
feat(recovery): surgical re-fetch for deep posts via ExternalLink reset
Operator-flagged: the recovered defective files live DEEP in their artists'
back-catalogues — the normal download cadence (by design, via the seen-gates)
will never re-walk them, so recovery's source re-check alone can't bring them
back. The durable per-post handle is the ExternalLink row, which survives the
image delete:
- services/external_links.refetch_links_for_post: reset settled links to
pending (fresh attempt budget, in-flight left alone) + dispatch their
fetches; sha-dedupe at import discards payload files that still exist, so
only the missing file lands.
- recover_defective_image now captures the image's post ids BEFORE the delete
cascades provenance away and resets those posts' links — future recoveries
are surgical automatically (response gains links_reset; source re-check
stays for gallery-dl-native files within walk reach).
- POST /api/admin/posts/refetch-external {external_post_id, source_id?} — the
manual tool for the three files recovered before this fix existed.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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19b962f1a7 |
feat(b3): ml-worker becomes optional — embed-only role, decoupled GPU coordination, cpu-embed switch
The ml-worker's ONLY processing role is now the CPU whole-image embed fallback (tag_and_embed renamed embed_image — Camie tagging was retired #1189 and the name kept implying otherwise; videos were already handled agent-style: frame sampling + mean-pool). Detection/cropping/CCIP stay GPU-agent-only, and their completion is judged per-pipeline: ccip by gpu_job rows, siglip by concept regions at the current model version — never by image_record.siglip_embedding. A CPU embed therefore can NEVER close crop work for the agent (regression test pins this; only the whole-image 'embed' job, the same artifact, is satisfied). Making removal actually safe (operator will drop the container): - GPU-queue coordination (enqueue_gpu_backfill, recover_orphaned_gpu_jobs, reprocess_gpu_jobs) moved verbatim to tasks/gpu_queue.py on the maintenance quick lane — it lived on the 'ml' queue only by module colocation, which made the ml-worker a hard dependency of the whole agent pipeline. - New ml_settings.cpu_embed_enabled (migration 0074, default ON so agent-less installs keep working): OFF stops the four import hooks queueing embed work nothing will consume and no-ops the manual backfill; switch lives on the renamed 'CPU embedding backfill' card. - NB heads training / auto-apply still run on the ml image (sklearn) — a stack that removes the container gives those up too. Deploy note: in-flight messages under the old task names are dropped by the new workers; the 60s orphan sweep + hourly backfill re-fire under the new names immediately. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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7c19ad91ed |
feat: cap-aware autoscaler + token-gated whole-instance tag reset (operator feedback)
Autoscaler (agent 2026-07-02.5): the buffer-occupancy signal alone would peg downloaders at DL_MAX while the bandwidth CAP — not concurrency — is the real constraint (8 streams sharing 8 MB/s move no more data than 4). Growth is now gated on the pipe having headroom (net < 85% of cap) and a pipe pinned at the cap (>= 95%) sheds streams down to 3; dead band prevents flapping. The UI hint says 'holding at the bandwidth cap' and /status reports bw_capped, so the behavior is legible without tests that need the ML stack. Reset content tagging: stays a FULL-instance reset (operator's call), but now lives in a fenced 'Danger zone' section on Cleanup and the apply is gated by a preview-derived confirm token (mirrors the Tier-C bulk-delete pattern — stale counts are rejected server-side). Copy no longer claims suggestions repopulate: it says plainly the heads' training examples are deleted and re-tagging starts fresh. Moved out of TagMaintenanceCard into DangerZoneCard. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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eaea4308fc |
chore: retire the tag-eval harness — it proved the heads system, job done (operator-approved)
The head-vs-centroid eval (#1130) existed to prove the 'frozen embedding + trained head' spine; the operator accepted the tagging system and dropped the harness. Removed per rule 22: TagEvalCard + store, /api/tag_eval blueprint, tag_eval_run ml task, recover-stalled-tag-eval-runs sweep + beat entry, TagEvalRun model + table (migration 0073), and its tests. The eval's data loaders + metric helpers were NOT eval-specific — the nightly heads trainer runs on them — so they moved verbatim to services/ml/training_data.py (heads.py import updated; behavior unchanged). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a7abcc41ca |
feat(triage): failed-processing triage — probe errored files, flag defects, recover (#125 C1-C3)
An errored GPU job's stored reason is a suspicion; the file probe is the
verdict. A 15-min beat sweep (triage_gpu_errors) runs verify_integrity's own
probe (sha256 + decode) on each errored image ONCE and writes both verdicts:
ImageRecord.integrity_status and the new GpuJob.triage_status ('defect' |
'file_ok', migration 0072). Every classification logs at WARNING so it
surfaces in Logs/System Activity.
- 'defect' rows are excluded from /retry_errors (re-running a known-bad file
burns agent time re-minting the tombstone); response now reports
defects_kept and the GpuAgentCard toast says so.
- GET /api/gpu/errors: triage view — reason buckets (classify_reason),
probe verdicts, per-job detail. POST /errors/triage runs the sweep now.
- POST /api/gpu/errors/<id>/recover: reuses the Layer-2 refetch pattern —
delete the defective copy + record (full cascade takes the tombstones too)
and re-poll its subscription Source so a fresh copy re-imports and re-enters
the pipeline; 'no_source' when nothing pollable resolves.
- New 'Failed processing' card (GpuTriageCard) in Maintenance: verdict counts,
reason summary, probe-now, defect list with thumbnails + per-image Recover.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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1f27189b8f |
chore: retire ml-backfill-daily beat + the spent purge-legacy action (operator-approved)
- ml-backfill-daily: the CPU tag_and_embed backfill raced the GPU agent's daily embed backfill for the same NULL-embedding images at ~100x the cost (B1 audit verdict, milestone #124). The backfill TASK stays — the manual /api/ml/backfill button remains the deliberate CPU fallback pending B3. - purge-legacy: one-time IR-migration cleanup, dry-run verified 0 targets on the live library before removal (A2 audit, milestone #123). Fully retired per rule 22: tile, store action, route, service fn, tests. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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09e2772628 |
fix(gpu-jobs): end the error-tombstone loop — deliberate retry semantics + poison-job guards
The hourly ccip backfill's skip-list lacked 'error' (and the daily
siglip/embed variants re-gated failures on their missing results), so every
permanently-bad file got a fresh doomed job each run — ~24 duplicate error
rows/day per file, the perpetual 'unprocessable' flood. An errored job is now
a TOMBSTONE: no backfill re-enqueues it; retry is deliberate-only via
/retry_errors (an errored back-catalogue needs one button press after a
model swap).
One shared set of dedupe DELETEs (services/ml/gpu_jobs.error_dedupe_statements)
runs before every backfill and inside /retry_errors: error rows made moot by a
later pending/leased/done row go first, then older duplicates (newest reason
survives) — so the error count reads as distinct failing files and a retry
can't fan one file out into duplicate pending jobs. /retry_errors now returns
{requeued, pruned} and the toast shows both.
Poison-loop guards (release and lease-expiry burn no attempts, so a job that
stalls its transfer or crashes the agent every time cycled forever —
operator-observed jobs 99044/125288/131594/143131):
- agent: 3 in-session transient bounces (fetch or submit) → fail with the real
reason instead of another release; strikes never count while stopping, and
clear on submit success. Agent build 2026-07-02.3.
- server: the 60s orphan sweep (statements shared between the beat task and
GpuJobService so they can't drift) converts expired leases with >=5 lease
grants and pending jobs with >=10 to 'error', preserving the last stored
failure reason. Backstops old agent builds.
Tests: tombstone rule across all three backfill variants, moot-row pruning,
poison conversions, and the extended /retry_errors dedupe contract.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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686808d3f3 |
feat(gpu): "Retry errored jobs" — scoped requeue of errors only
After an agent-side fix (e.g. the short-video sampler), the errored jobs
(~2.8k) have exhausted their 3 attempts and stay parked: backfill skips
images that already have a job, and /reprocess is the nuclear option (it
resets the 179k DONE jobs too). There was no way to re-run just the errors.
POST /api/gpu/retry_errors resets every status='error' job (all task types)
to pending with attempts=0 and the stored error cleared — a small inline
UPDATE that returns {requeued: n} so the UI toast can show the count.
UI: a "Retry errored jobs" button on the GPU-agent card, right under the
queue tiles; disabled when errored==0. With the agent now logging ffmpeg's
stderr on failure, retrying also reveals which errors were real vs victims
of the fps-filter bug.
Test: retry_errors requeues the errored job (fresh attempts, error cleared)
and leaves done work untouched; asserts via column selects (Core-DML
gotcha), not ORM refresh.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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c22f37d64d |
feat(gallery): sort by earliest post date across all posts (new default)
The gallery's newest/oldest sort keys off image_record.effective_date = COALESCE(primary post's post_date, created_at). The primary post is often the repost/download the file came from, so the grid led with download dates rather than when content was first posted (operator-flagged). Add a second materialized sort key, earliest_post_date = MIN(post_date) across ALL of an image's provenance posts (every post it appears in), else created_at — the original publish date. Mirrors the effective_date pattern so the sort stays a forward index scan. - alembic 0071: add earliest_post_date + index (DESC, id DESC); backfill created_at baseline then MIN over image_provenance ⋈ post. - importer: recompute earliest_post_date whenever a dated post is linked (MIN over the image's provenance, which now includes the just-added row). - gallery_service: new sorts posted_new / posted_old key off earliest_post_date; cursor + year/month grouping follow the active column transparently. - api: accept posted_new|posted_old; DEFAULT is now posted_new so the grid leads with original publish date. newest/oldest (effective_date) still available. - frontend: sort dropdown gains "Newest/Oldest post date" (default Newest post date); existing effective-date sorts relabelled "Newest/Oldest added". - tests: service test asserts posted_new/posted_old key off earliest_post_date; frontend default-sort omission test updated. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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359bc5a283 |
feat(ml): default to SigLIP 2 (new installs) + model dropdown, no free-text (#1203)
- Migration 0069: new installs default to SigLIP 2 (so400m, 512px, 1152-d drop-in) — UPDATE applies ONLY where no image is embedded yet (fresh install), so an existing library is NOT silently invalidated; it switches deliberately via the dropdown → Re-embed → Retrain. Column server_defaults moved to SigLIP 2. - GET /api/ml/embedder-models: server-authoritative supported list (SigLIP 2 512 recommended / 384 faster / SigLIP 1 384 original) so the UI never free-types. - GpuAgentCard: the two name/version text fields → a single model dropdown; Save sets name+version from the picked option (the current model is always selectable even if off-list). - embedder.py DEFAULT_MODEL_NAME unchanged (stays the baked local-dir SigLIP 1) to avoid a local-dir/weights mismatch; SigLIP 2 loads by HF name, cached on the ml-worker's persistent HF_HOME. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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80f8eb4756 |
feat(gpu): re-process trigger to apply new crop detectors to the existing library (#1202)
The siglip/ccip backfills skip images that already have current-version regions, so adding crop detectors only affected NEW images — the back-catalogue would never be re-cropped. Add a reprocess trigger that resets every done/error job of a task back to pending, so the agent re-runs the FULL pipeline (figure detection + CCIP + concept/panel crops) over the whole library under the current detectors. - reprocess_gpu_jobs(task='ccip') task + POST /api/gpu/reprocess. - gpu store reprocess() + GpuAgentCard "Re-process library (re-detect + re-crop)" button with a confirm (it's heavy). - Test: a done job resets to pending (attempts cleared). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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3d7f60a6e3 |
fix(lint): use dict() not a dict-comprehension in tag_stats (C416)
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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9a3cda007a |
feat(api): agent-friendly tag analysis endpoints — /tags/top + /tags/<id>/stats (#1136)
Fast, read-only, indexed aggregates shaped for ANALYSIS (not the paged UI directory, which is alphabetical + builds previews and timed out at 10 min on a full count sweep). - GET /api/tags/top — top tags by image count, desc. ?kind, ?limit (cap 500), ?min_count, ?source=all|human|manual|accepted|auto (human=manual+ml_accepted, auto=head_auto+ccip_auto+ml_auto). One GROUP BY over image_tag (indexed on tag_id). - GET /api/tags/<id>/stats — per-tag dataset health: total + per-source counts (manual/accepted/head_auto/ccip_auto), human vs auto rollups, rejection count, and whether a trained head exists. Backs concept-readiness + source-split analysis. Plain-HTTP homelab posture, no auth change. Tests cover ranking, source filter, min_count, the source breakdown, and 404. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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bc6d43d3f2 |
refactor(ml): drop dead tagger/suggestion settings + columns (#1199)
Hygiene follow-up to the Camie retirement (#1189) — these were left inert to bound that change; nothing reads them now. Migration 0068 drops: - ml_settings: tagger_store_floor, tagger_model_version, suggestion_threshold_ character/general (already dead pre-retirement — scoring uses per-head thresholds), video_min_tag_frames (only the deleted video-prediction aggregator used it). - image_record: tagger_model_version (no writer), centroid_scores (dead JSON cache, no reader). Also: ml_admin _EDITABLE/GET/_validate pruned (dropped the store-floor invariant + video_min_tag_frames check); MLThresholdSliders trimmed to a video-embedding card (interval + max frames only); importer no longer resets the dropped cols; download_models drops the Camie fetch; stale CASCADE comments in cleanup_service no longer name the removed tables. Tests updated. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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3d97667f5b |
fix(lint): drop unused select import in tags.py after allowlist removal
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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485387ff0b |
refactor(ml): retire the Camie tagger + allowlist bulk-apply (#1189)
Heads + CCIP are the tag source and head auto-apply is the earned propagation.
The Camie tagger ran only to feed the allowlist bulk-apply (its ImagePrediction
rows had no other consumer), and the allowlist was a SECOND, un-earned auto-apply
path firing in parallel with heads on every accept — exactly the un-earned spray
the v2 pivot replaced. Retire both.
Behavior change: accepting a suggestion now applies the tag to THAT image only
(source='ml_accepted', a head-training positive) — it no longer allowlists +
fans the tag across the library via Camie. Propagation is heads' earned
auto-apply. (Loses instant cold-start propagation for booru-vocab tags; that was
un-earned and bypassed the precision gate.)
- tag_and_embed is now EMBED-ONLY (no Camie load/infer, no ImagePrediction
writes); backfill enqueues it for images with no embedding.
- Removed: services/ml/tagger.py, apply_allowlist_tags + helpers + daily beat +
every enqueue caller (accept/alias/merge/per-image), api/allowlist.py +
blueprint, ImagePrediction + TagAllowlist models/tables (migration 0067),
AllowlistTable.vue + allowlist store, the accept coverage-projection payload.
- AllowlistService gutted to accept/dismiss/undismiss/reject (the rejection store
the rail still needs); accept returns nothing, API returns {accepted, tag_id}.
- tag merge no longer repoints/triggers the allowlist; _keep_as_alias now keys on
ML-applied image_tag sources (incl. head_auto) instead of the allowlist.
- UI: MLBackfillCard relabelled to embedding-only; accept toast simplified;
MaintenancePanel drops the allowlist tile.
Left for a follow-up hygiene pass (now-inert, harmless): the dead settings
columns (tagger_store_floor, tagger_model_version, suggestion_threshold_*,
video_min_tag_frames), image_record.tagger_model_version, MLThresholdSliders
trim, and the Camie model download in download_models.py.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
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