diff --git a/backend/app/api/gallery.py b/backend/app/api/gallery.py index 6bf91fe..410852e 100644 --- a/backend/app/api/gallery.py +++ b/backend/app/api/gallery.py @@ -145,6 +145,9 @@ async def similar(): filters, _sort = _parse_filters() except (KeyError, ValueError): return jsonify({"error": "similar_to query param required"}), 400 + # Explore passes exclude_wip=1 to also drop work-in-progress from the + # rabbit-hole; the gallery's own "similar" button omits it (keeps wip, #1274). + exclude_wip = request.args.get("exclude_wip") in ("1", "true", "True") # post_id is the exclusive post-detail view — not a similarity scope. # include_hidden is a gallery-browse flag; similar() has its OWN presentation # exclusion (a similarity-quality concern, #1274), so drop it here (#141). @@ -154,7 +157,8 @@ async def similar(): async with get_session() as session: svc = GalleryService(session) try: - images = await svc.similar(image_id=similar_to, limit=limit, **scope) + images = await svc.similar( + image_id=similar_to, limit=limit, exclude_wip=exclude_wip, **scope) except ValueError as exc: return jsonify({"error": str(exc)}), 400 if images is None: diff --git a/backend/app/api/settings.py b/backend/app/api/settings.py index 6eb7294..53e4a8c 100644 --- a/backend/app/api/settings.py +++ b/backend/app/api/settings.py @@ -16,6 +16,7 @@ from ..models import ( ImportTask, Post, Tag, + TaskRun, ) from ..services import interpreter_client as ic @@ -306,6 +307,10 @@ async def translation_status(): """For the Settings card: is it on, is a URL set, is the service reachable, and how many posts still await translation. Health runs the sync client in a thread so the event loop isn't blocked.""" + translation_tasks = ( + "backend.app.tasks.translation.translate_posts", + "backend.app.tasks.translation.retranslate_posts", + ) async with get_session() as session: cfg = await ImportSettings.load(session) untranslated = (await session.execute( @@ -315,6 +320,21 @@ async def translation_status(): Post.post_title.is_not(None), Post.description.is_not(None), )) )).scalar_one() + # Live progress: is a sweep running now, and what did the last one do? + # (run-until-done re-enqueues itself, so `active` stays true across a + # bulk re-translate; `last_run` surfaces a completed run's outcome.) + active = (await session.execute( + select(func.count(TaskRun.id)) + .where(TaskRun.task_name.in_(translation_tasks)) + .where(TaskRun.status == "running") + )).scalar_one() + last = (await session.execute( + select(TaskRun.task_name, TaskRun.status, TaskRun.finished_at) + .where(TaskRun.task_name.in_(translation_tasks)) + .where(TaskRun.finished_at.is_not(None)) + .order_by(TaskRun.finished_at.desc()) + .limit(1) + )).first() base_url = (cfg.interpreter_base_url or "").strip() healthy = await asyncio.to_thread(ic.health, base_url) if base_url else False return jsonify({ @@ -322,6 +342,12 @@ async def translation_status(): "base_url_set": bool(base_url), "healthy": healthy, "untranslated_count": int(untranslated), + "active": int(active) > 0, + "last_run": { + "task": last[0].rsplit(".", 1)[-1], + "status": last[1], + "finished_at": last[2].isoformat() if last[2] else None, + } if last else None, }) diff --git a/backend/app/celery_app.py b/backend/app/celery_app.py index 0e47473..967ece2 100644 --- a/backend/app/celery_app.py +++ b/backend/app/celery_app.py @@ -70,6 +70,14 @@ def make_celery() -> Celery: }, # Heavy ML tasks need fair dispatch — see ImageRepo's precedent. task_acks_late=True, + # Deploy graceful-shutdown safety: with acks_late, a task killed because + # it outran the container's stop-grace window (SIGKILL) is re-queued + # rather than silently lost. Safe because our long tasks are idempotent + + # chunked (translation per-post commit, downloads terminal-status, audits + # chunk) and the 5-min recovery sweeps re-drive anything left non-terminal + # — a re-run resumes cleanly and never corrupts. No redeliver-loop risk: + # heavy GPU work is tombstoned via gpu_queue, not run inline in a worker. + task_reject_on_worker_lost=True, worker_prefetch_multiplier=1, # Broker resilience (2026-06-24): a swarm overlay-network blip after a # redeploy left Redis healthy but transiently unreachable, and a worker @@ -107,6 +115,11 @@ def make_celery() -> Celery: "task": "backend.app.tasks.maintenance.cleanup_old_tasks", "schedule": 86400.0, # daily }, + "cleanup-orphaned-temp-files": { + "task": "backend.app.tasks.maintenance.cleanup_orphaned_temp_files", + "schedule": 86400.0, # daily — sweep .part/.partial left by a + # download/import killed mid-write (graceful-shutdown fallout) + }, "train-heads-nightly": { "task": "backend.app.tasks.ml.scheduled_train_heads", "schedule": 86400.0, # passive cadence; manual retrain stays available diff --git a/backend/app/models/tag.py b/backend/app/models/tag.py index 2479578..c27ebd3 100644 --- a/backend/app/models/tag.py +++ b/backend/app/models/tag.py @@ -48,6 +48,10 @@ class TagKind(StrEnum): # content. `wip` is real art: only the training pipelines exclude it. SYSTEM_TAG_NAMES = ("wip", "banner", "editor screenshot") PRESENTATION_SYSTEM_TAGS = ("banner", "editor screenshot") +# `wip` marks real-but-unfinished art. It's kept in the gallery's own "similar" +# results (#1274), but the Explore rabbit-hole opts to hide it (exclude_wip) so a +# browse doesn't keep surfacing work-in-progress (operator, 2026-07-08). +WIP_SYSTEM_TAG = "wip" image_tag = Table( "image_tag", diff --git a/backend/app/services/gallery_service.py b/backend/app/services/gallery_service.py index a05e6c7..8d11a95 100644 --- a/backend/app/services/gallery_service.py +++ b/backend/app/services/gallery_service.py @@ -31,7 +31,7 @@ from ..models import ( Tag, TagPositiveConfirmation, ) -from ..models.tag import PRESENTATION_SYSTEM_TAGS, image_tag +from ..models.tag import PRESENTATION_SYSTEM_TAGS, WIP_SYSTEM_TAG, image_tag from .pagination import decode_cursor, encode_cursor from .tag_query import ( fandom_join_alias, @@ -715,6 +715,7 @@ class GalleryService: platform: str | None = None, untagged: bool = False, no_artist: bool = False, date_from: datetime | None = None, date_to: datetime | None = None, + exclude_wip: bool = False, ) -> list[GalleryImage] | None: """Visual "more like this": images near `image_id`'s SigLIP embedding (pgvector, HNSW-indexed — alembic 0036), then DIVERSIFIED so the result @@ -751,14 +752,18 @@ class GalleryService: # Presentation images (banner / editor-screenshot system tags, #128) # cluster on UI chrome rather than content, so near any one of them # they'd fill the grid. Excluded from CANDIDATES only — the anchor - # itself may be a banner, and `wip` stays surfaced (real art; only - # the training pipelines exclude it). + # itself may be a banner. `wip` stays surfaced here by default (real art; + # only the training pipelines exclude it), but the Explore rabbit-hole + # passes exclude_wip to also drop work-in-progress (operator, 2026-07-08). + excluded_system_tags = PRESENTATION_SYSTEM_TAGS + if exclude_wip: + excluded_system_tags = (*PRESENTATION_SYSTEM_TAGS, WIP_SYSTEM_TAG) presentation = ( select(image_tag.c.image_record_id) .join(Tag, Tag.id == image_tag.c.tag_id) .where( Tag.is_system.is_(True), - Tag.name.in_(PRESENTATION_SYSTEM_TAGS), + Tag.name.in_(excluded_system_tags), ) ) stmt = stmt.where( diff --git a/backend/app/services/interpreter_client.py b/backend/app/services/interpreter_client.py index 0e02029..c4db1a3 100644 --- a/backend/app/services/interpreter_client.py +++ b/backend/app/services/interpreter_client.py @@ -8,12 +8,24 @@ behind a reverse proxy). Full API contract: Scribe note #1347. """ from __future__ import annotations +from datetime import UTC, datetime +from email.utils import parsedate_to_datetime + import requests +from requests.adapters import HTTPAdapter +from urllib3.util.retry import Retry class InterpreterUnavailable(Exception): - """The translation engine is down / unreachable (HTTP 503 or a connection - error) — retry later, don't drop the item.""" + """The translation engine is down / unreachable / draining — a connection + error, HTTP 429, or a 5xx (commonly 502/503/504 through a reverse proxy while + the service restarts). Retry later, don't drop the item. ``retry_after`` holds + the server's Retry-After hint in seconds when it sent one, so the caller can + back off exactly as long as it's asked to.""" + + def __init__(self, message: str, *, retry_after: float | None = None): + super().__init__(message) + self.retry_after = retry_after class InterpreterBadRequest(Exception): @@ -24,13 +36,52 @@ def _url(base_url: str, path: str) -> str: return f"{base_url.rstrip('/')}{path}" +def _parse_retry_after(resp) -> float | None: + """Parse a Retry-After header (RFC 7231: delta-seconds or an HTTP-date) into + non-negative seconds, or None if absent/unparseable — so a gracefully- + draining Interpreter can tell Curator exactly how long to wait before it + tries again.""" + raw = (resp.headers.get("Retry-After") or "").strip() + if not raw: + return None + try: + return max(0.0, float(int(raw))) # delta-seconds form + except ValueError: + pass + try: # HTTP-date form + when = parsedate_to_datetime(raw) + except (TypeError, ValueError): + return None + if when is None: + return None + if when.tzinfo is None: + when = when.replace(tzinfo=UTC) + return max(0.0, (when - datetime.now(UTC)).total_seconds()) + + +# A shared session pools the keep-alive connection across the per-post sweep +# calls, and retries CONNECT failures only (connect=2, short backoff) — smoothing +# the instant a reverse proxy reloads. Status codes are deliberately NOT retried +# (status=0, raise_on_status=False): translate() maps 429/5xx → InterpreterUnavailable +# itself, and letting urllib3 retry a draining 503 would defeat the Retry-After +# backoff we honour upstream. +_retry = Retry( + total=None, connect=2, read=0, redirect=0, status=0, + backoff_factor=0.3, raise_on_status=False, +) +session = requests.Session() +_adapter = HTTPAdapter(max_retries=_retry) +session.mount("http://", _adapter) +session.mount("https://", _adapter) + + def health(base_url: str, *, timeout: float = 5.0) -> bool: """True iff the Interpreter LLM engine is up. Any error (unset URL, network, non-200, engine down) → False, so the sweep just no-ops rather than raising.""" if not base_url: return False try: - r = requests.get(_url(base_url, "/v1/health"), timeout=timeout) + r = session.get(_url(base_url, "/v1/health"), timeout=timeout) except requests.RequestException: return False if r.status_code != 200: @@ -53,14 +104,15 @@ def translate( Interpreter batch metadata is aggregate (first item only) — fine for one post's ``[title, description]`` batch since they share a language. Passthrough items (already target-language / emoji-only) come back UNCHANGED in their - slot. Raises InterpreterUnavailable on 503 / connection error (retry later), - InterpreterBadRequest on 400. (Scribe note #1347.) + slot. Raises InterpreterUnavailable on a connection error / 429 / 5xx (retry + later, honouring Retry-After), InterpreterBadRequest on 400. (Scribe note + #1347.) """ if not texts: return {"translations": [], "detected_lang": None, "engine": None, "engine_version": None} try: - r = requests.post( + r = session.post( _url(base_url, "/v1/translate"), json={"q": list(texts), "source": source, "target": target, "engine": "auto"}, @@ -68,10 +120,18 @@ def translate( ) except requests.RequestException as e: raise InterpreterUnavailable(str(e)) from e - if r.status_code == 503: - raise InterpreterUnavailable("interpreter engine unavailable") if r.status_code == 400: raise InterpreterBadRequest((r.json() or {}).get("error", "bad request")) + # A gracefully-draining service — often behind a reverse proxy — returns 429 + # or a 5xx gateway error (502/503/504), not always a clean 503. Treat every + # one as "unavailable, retry later" and honour any Retry-After it sends, so a + # rolling Interpreter restart interrupts the sweep cleanly (instead of raising + # an opaque HTTPError) and resumes exactly when the service says it's ready. + if r.status_code == 429 or r.status_code >= 500: + raise InterpreterUnavailable( + f"interpreter unavailable (HTTP {r.status_code})", + retry_after=_parse_retry_after(r), + ) r.raise_for_status() body = r.json() or {} out = body.get("translatedText") diff --git a/backend/app/tasks/maintenance.py b/backend/app/tasks/maintenance.py index f9549d9..d0a6c24 100644 --- a/backend/app/tasks/maintenance.py +++ b/backend/app/tasks/maintenance.py @@ -79,6 +79,14 @@ VERIFY_PAGE = 200 FFPROBE_TIMEOUT_SECONDS = 10 TASK_RUN_KEEP_OK_SECONDS = 24 * 3600 # 24 h TASK_RUN_KEEP_FAILURE_SECONDS = 7 * 24 * 3600 # 7 days +# Orphaned staging files: downloads/imports stage into .part / .partial +# then os.replace() into place (importer / external_fetch / native_ingest_common / +# attachment_store), so a kill mid-write leaves a discardable temp, never a corrupt +# final. cleanup_orphaned_temp_files sweeps ones left behind; the min-age guard +# keeps it from deleting an in-flight download's staging file mid-write. +IMAGES_ROOT = Path("/images") +TEMP_STAGING_SUFFIXES = (".part", ".partial") +ORPHAN_TEMP_MIN_AGE_HOURS = 6 # Audit 2026-06-02: per-entity recovery sweep thresholds. Each must be # > the entity's longest legitimate runtime (its task's time_limit + a @@ -339,6 +347,34 @@ def cleanup_old_tasks() -> int: return result.rowcount or 0 +@celery.task(name="backend.app.tasks.maintenance.cleanup_orphaned_temp_files") +def cleanup_orphaned_temp_files() -> int: + """Delete orphaned .part/.partial staging files under the images root, left by + a download/import killed mid-write. Only removes files older than + ORPHAN_TEMP_MIN_AGE_HOURS so an in-flight download's staging file is never + pulled out from under it. Returns the count removed.""" + if not IMAGES_ROOT.is_dir(): + return 0 + cutoff = datetime.now(UTC).timestamp() - ORPHAN_TEMP_MIN_AGE_HOURS * 3600 + removed = 0 + for path in IMAGES_ROOT.rglob("*"): + if path.suffix not in TEMP_STAGING_SUFFIXES or not path.is_file(): + continue + try: + if path.stat().st_mtime >= cutoff: + continue # too fresh — may be an active download + path.unlink() + removed += 1 + except OSError as exc: + log.warning("cleanup_orphaned_temp_files: %s: %s", path, exc) + if removed: + log.info( + "cleanup_orphaned_temp_files: removed %d orphaned staging file(s)", + removed, + ) + return removed + + @celery.task(name="backend.app.tasks.maintenance.recover_stalled_task_runs") def recover_stalled_task_runs() -> int: """Flip task_run rows stuck in 'running' past their queue-specific diff --git a/backend/app/tasks/translation.py b/backend/app/tasks/translation.py index 15dd499..02cc153 100644 --- a/backend/app/tasks/translation.py +++ b/backend/app/tasks/translation.py @@ -36,6 +36,20 @@ _MAX_POSTS_PER_RUN = 300 # Short gap between run-until-done chunks so a big re-translate finishes on its # own without monopolising the maintenance_long worker in one uninterrupted run. _RETRANSLATE_COUNTDOWN = 5 +# When Interpreter drains mid-chunk (graceful restart), resume the bulk +# re-translate after the service's Retry-After hint if it sent one, else this +# default; capped so a bogus/huge hint can't park the work longer than the daily +# beat's own safety net would. +_INTERRUPT_BACKOFF = 60 +_INTERRUPT_BACKOFF_MAX = 900 + + +def _interrupt_backoff(retry_after) -> int: + """Seconds to wait before resuming after an Interpreter interruption: the + server's Retry-After hint (capped), else the default.""" + if retry_after and retry_after > 0: + return int(min(retry_after, _INTERRUPT_BACKOFF_MAX)) + return _INTERRUPT_BACKOFF @celery.task( @@ -56,7 +70,21 @@ def translate_posts() -> str: return ready base_url, target = ready posts = _select_untranslated(session, None, _MAX_POSTS_PER_RUN) - status, translated = _translate_batch(session, posts, base_url, target) + status, translated, retry_after = _translate_batch( + session, posts, base_url, target, + ) + # Steady-state daily sweep: one chunk per run on success (the beat drives + # the rest — no tail-chase). But if Interpreter drained mid-chunk, don't + # make a manual "Translate now" wait a whole day — re-enqueue after its + # Retry-After hint (or the default backoff). Self-terminating: once the + # service is down the health gate returns "interpreter unavailable" early. + if status == "interrupted" and _count_untranslated(session, None): + delay = _interrupt_backoff(retry_after) + translate_posts.apply_async((), {}, countdown=delay) + log.info( + "translate_posts: interrupted (service draining) → retry in %ss", + delay, + ) return _summary(status, translated, len(posts)) @@ -88,11 +116,11 @@ def retranslate_posts(artist_ids=None, _reset_done=False) -> str: ) posts = _select_untranslated(session, artist_ids, _MAX_POSTS_PER_RUN) - status, translated = _translate_batch(session, posts, base_url, target) + status, translated, retry_after = _translate_batch( + session, posts, base_url, target, + ) - # run-until-done: only chase the tail when the chunk finished cleanly. A - # service interruption / bad request stops here and leaves the rest NULL - # for the daily beat or a fresh trigger to resume (rule-89 recovery). + # run-until-done: chase the tail when the chunk finished cleanly. # Termination is guaranteed: every handled post leaves the NULL set, so # the remaining count strictly decreases each chunk. if status == "ok": @@ -106,6 +134,23 @@ def retranslate_posts(artist_ids=None, _reset_done=False) -> str: log.info( "retranslate_posts: %d remaining → re-enqueued", remaining, ) + # Interpreter drained mid-chunk (graceful restart / 429 / 5xx): don't + # stall the bulk re-translate until the daily beat — resume it after the + # service's Retry-After hint (or the default backoff), with + # _reset_done=True so the fresh work is never re-wiped. Self-terminating: + # if the service is still down next run, _translation_config's health gate + # returns "interpreter unavailable" early and nothing re-enqueues. + elif status == "interrupted" and _count_untranslated(session, artist_ids): + delay = _interrupt_backoff(retry_after) + retranslate_posts.apply_async( + (), + {"artist_ids": artist_ids, "_reset_done": True}, + countdown=delay, + ) + log.info( + "retranslate_posts: interrupted (service draining) → retry in %ss", + delay, + ) return _summary(status, translated, len(posts)) @@ -174,23 +219,25 @@ def _reset_translations(session, artist_ids) -> int: def _translate_batch(session, posts, base_url: str, target: str): """Translate each post in the chunk with a per-post commit (an interrupted - run keeps progress). Returns (status, translated) where status is one of - "ok" / "interrupted" (503/conn) / "stopped" (400) / "timeout".""" + run keeps progress). Returns (status, translated, retry_after) where status is + one of "ok" / "interrupted" (unavailable/drain) / "stopped" (400) / "timeout"; + retry_after is the server's Retry-After hint in seconds on an interrupt, else + None.""" translated = 0 for post in posts: try: translated += _translate_one(session, post, base_url, target) session.commit() - except ic.InterpreterUnavailable: + except ic.InterpreterUnavailable as e: session.rollback() - return "interrupted", translated + return "interrupted", translated, getattr(e, "retry_after", None) except ic.InterpreterBadRequest as e: session.rollback() log.warning("translate bad request: %s", e) - return "stopped", translated + return "stopped", translated, None except SoftTimeLimitExceeded: - return "timeout", translated - return "ok", translated + return "timeout", translated, None + return "ok", translated, None def _summary(status: str, translated: int, scanned: int) -> str: diff --git a/docker-compose.yml b/docker-compose.yml index ee793f7..1fb24d6 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -8,6 +8,35 @@ # run `docker compose up` from this directory and switches images to # local builds + DEBUG logging. +# Rolling-deploy safety (Swarm / `docker stack deploy`): update one task at a +# time, START the new task before stopping the old (zero-downtime via the ingress +# mesh), and if the new task doesn't reach a healthy state within `monitor`, roll +# back to the previous image automatically. `monitor` is sized above web's +# healthcheck start_period so a broken image that never goes healthy is caught. +# Plain `docker compose up` ignores `deploy:` (it warns + skips), so the dev +# override is unaffected. Referenced by each long-lived service below. +x-deploy-policy: &deploy_policy + update_config: + order: start-first + failure_action: rollback + monitor: 90s + rollback_config: + order: start-first + restart_policy: + condition: any + delay: 10s + +# Worker liveness: ping THIS container's celery node over the broker. Lenient +# (60s interval, 3 retries, 60s start_period) so a transient broker blip never +# false-flags a worker into a rollback. `$$HOSTNAME` → `$HOSTNAME` for the shell; +# celery's default node name is celery@ (the container id). +x-celery-healthcheck: &celery_healthcheck + test: ["CMD-SHELL", "celery -A backend.app.celery_app:celery inspect ping -d celery@$$HOSTNAME --timeout 10 >/dev/null 2>&1"] + interval: 60s + timeout: 15s + retries: 3 + start_period: 60s + services: redis: image: redis:7-alpine @@ -47,6 +76,24 @@ services: web: image: git.fabledsword.com/bvandeusen/fabledcurator:dev command: ["web"] + # Graceful shutdown: give the container time to drain in-flight work on a + # deploy (docker SIGTERMs, then SIGKILLs after this window — default is only + # 10s, far too short for real jobs). Hypercorn/Celery both warm-shut-down on + # SIGTERM; per-lane values sized to typical task length. Anything that still + # outruns the window is re-queued (task_reject_on_worker_lost) and re-driven + # by the 5-min recovery sweeps, so a kill never corrupts. web = short HTTP + # requests + the occasional file download. + stop_grace_period: 30s + # Liveness for rolling deploys: /api/health is a no-DB 200 (just proves the + # app booted + serves HTTP after `alembic upgrade head`). start_period covers + # the migration + boot so a slow start isn't mis-flagged. + healthcheck: + test: ["CMD-SHELL", "python -c \"import urllib.request,sys; sys.exit(0 if urllib.request.urlopen('http://localhost:8080/api/health', timeout=5).status==200 else 1)\""] + interval: 15s + timeout: 6s + retries: 3 + start_period: 40s + deploy: *deploy_policy ports: - "${PORT:-8080}:8080" environment: &app_env @@ -77,6 +124,10 @@ services: worker: image: git.fabledsword.com/bvandeusen/fabledcurator:dev command: ["worker"] + # Drain in-flight import/thumbnail/download tasks before SIGKILL on deploy. + stop_grace_period: 90s + healthcheck: *celery_healthcheck + deploy: *deploy_policy environment: <<: *app_env CELERY_QUEUES: default,import,thumbnail,download @@ -93,6 +144,10 @@ services: scheduler: image: git.fabledsword.com/bvandeusen/fabledcurator:dev command: ["scheduler"] + # Quick maintenance/scan lane + beat — short tasks, modest drain window. + stop_grace_period: 60s + healthcheck: *celery_healthcheck + deploy: *deploy_policy environment: <<: *app_env CELERY_QUEUES: maintenance,scan @@ -110,6 +165,12 @@ services: maintenance-long: image: git.fabledsword.com/bvandeusen/fabledcurator:dev command: ["worker"] + # Longest lane (DB backups, library audits, translation backfill) — give it + # the most room to finish a chunk gracefully. Chunked + idempotent, so a job + # that still outruns this resumes cleanly next run rather than corrupting. + stop_grace_period: 180s + healthcheck: *celery_healthcheck + deploy: *deploy_policy environment: <<: *app_env CELERY_QUEUES: maintenance_long @@ -125,6 +186,10 @@ services: ml-worker: image: git.fabledsword.com/bvandeusen/fabledcurator-ml:dev command: ["ml-worker"] + # A single GPU inference pass can run tens of seconds — let it finish. + stop_grace_period: 120s + healthcheck: *celery_healthcheck + deploy: *deploy_policy environment: <<: *app_env volumes: diff --git a/frontend/src/components/settings/TranslationCard.vue b/frontend/src/components/settings/TranslationCard.vue index 754b92e..1e5db35 100644 --- a/frontend/src/components/settings/TranslationCard.vue +++ b/frontend/src/components/settings/TranslationCard.vue @@ -52,11 +52,25 @@ prepend-icon="mdi-refresh" :loading="retranslating" :disabled="!enabled || !baseUrl" @click="confirmAll = true" >Re-translate all - + + + Translating… {{ status.untranslated_count }} remaining + + {{ status.untranslated_count }} post{{ status.untranslated_count === 1 ? '' : 's' }} awaiting translation +

+ Last translation run ended with “{{ status.last_run.status }}”. It resumes on + the next sweep; check the Interpreter connection if it persists. +

Use Re-translate all after switching the Interpreter model — it clears every stored translation and re-runs it through the new model @@ -94,7 +108,7 @@