release: 0.112.1 (bug/authlib-cve)

One pin bumped in place; pip check passes and pip-audit finds nothing.

.gitleaksignore

@@ -0,0 +1,8 @@
+# gitleaks false positives, one fingerprint per finding (commit:file:rule:line). Each says why it is no secret.
+#
+# YouTube's public WEB InnerTube key: embedded in every youtube.com results page, read live and cached;
+# this constant is only the fallback (backend/app/youtube/innertube.py).
+8b37c470ba5d11c45757f0b2e62d660b782e816d:backend/app/youtube/innertube.py:gcp-api-key:23
+# A recorded watch-next page's continuation cursors (continuationCommand.token): page pointers, not credentials.
+8b37c470ba5d11c45757f0b2e62d660b782e816d:backend/tests/fixtures/innertube_next_first.json:generic-api-key:768
+8b37c470ba5d11c45757f0b2e62d660b782e816d:backend/tests/fixtures/innertube_next_first.json:generic-api-key:792

CHANGELOG.md

@@ -7,6 +7,90 @@ edit the release notes and re-run the generator.
 
 Upgrading, pinning a version and rolling back: [docs/self-hosting.md](docs/self-hosting.md#upgrading).
 
+## 0.112.1 — 2026-10-27
+
+### Fixed
+
+- Security: the sign-in library is updated, closing two published vulnerabilities.
+
+## 0.112.0 — 2026-10-25
+
+### New
+
+- Player: a Related tab lists videos related to the one playing, leaving out what you have already watched (your uploaded YouTube history included). Channels you follow are marked, and you can switch between On topic and Trending.
+- Play a related video in place; Back returns to the one you opened. Admins set a daily per-user limit in Config › Quota (default 200, 0 turns it off).
+- Side panel: the list controls and the watched toggle are glyphs on one line, and Auto and Loop show when they are on, also under the pointer.
+
+### Fixed
+
+- Live search: a search that never reached YouTube no longer uses up a daily slot, a busy moment says so after a few seconds instead of waiting on, and a first page that failed offers Retry.
+- Menus: Play from the beginning wears the same ↺ glyph everywhere, and Reset its own eraser glyph.
+- On the day of this update, API searches made earlier that day stop counting toward the daily search limit, until Pacific midnight.
+
+## 0.111.0 — 2026-10-24
+
+### New
+
+- Channels › Discover from your history: the channels your uploaded YouTube history shows you watching often (five videos of five minutes or more) but not following.
+- Follow one, put it out of the list (with Undo), or open the videos you watched there and play them one by one or all in a row.
+
+### Fixed
+
+- A channel someone explored and then followed on YouTube is now part of the shared Library like any followed channel, and so are its videos; before, they could stay hidden and their watched marks never applied.
+
+## 0.110.0 — 2026-10-23
+
+### New
+
+- YouTube history: upload your Google Takeout export in Settings › Account. What you watched on YouTube is marked watched here (never a Short, never over a state you set), and your YouTube Watch later list joins yours.
+- A video the catalog does not know yet is remembered and marked once it arrives. The import's outcome reaches your inbox, and admins see each run on the Scheduler page.
+
+### Fixed
+
+- Scheduler: a channel's full-history backfill asked for again while one is running now runs after it, instead of being silently dropped.
+
+## 0.109.2 — 2026-10-23
+
+### Fixed
+
+- Plex player: when the server restarts mid-episode (an update), playback carries on from the buffer and picks up where you are once it is back, instead of showing "Playback couldn't start" and stopping where the buffer ended.
+
+## 0.109.1 — 2026-10-23
+
+### New
+
+- Development: the frontend is one folder per page (its page, rail, store and definition), with the layers held by lint and the shared /watch page held apart by a contract test; the header knows no page, and the feed and Plex each keep their own saved views.
+
+### Fixed
+
+- Saved views: a view you applied and then changed is still active after a visit to another page, in the feed and in Plex.
+
+## 0.109.0 — 2026-10-21
+
+### New
+
+- Accounts: a browser is signed in to one account at a time. The account menu's "Sign in as someone else" replaces it; the account list and switcher are gone. After this update everyone signs in once more.
+- Settings follow you: the Home start page, the channel manager and Plex playlist layouts, the discovery sorts and a dismissed onboarding or release banner are saved to your account, on every device. Performance mode stays per device.
+- Development: every key the browser stores declares its kind, held by a contract test; one Google connect route serves the sign-in and the YouTube access grants.
+
+### Fixed
+
+- Accounts: a tab still showing another account than the one signed in now reloads as that one and says why; a failed "Sign in as someone else" says what happened.
+- A link whose path starts with // no longer opens the error screen.
+- A member following a link to an admin page lands on the feed, with the rail and the address bar in step.
+- Google: an unknown access request is refused instead of quietly asking for read access, and a YouTube grant on an instance without Google says so.
+
+## 0.108.1 — 2026-10-20
+
+### New
+
+- Development: the backend is split into four units (downloads, reader, catalog, Plex), each owning its tables. A contract test holds what each one reads and writes, and that every query names whose rows it asks for.
+
+### Fixed
+
+- Watch later: saving the first two videos at once no longer makes two lists. An existing second list is merged into the first, its videos and its comfort-shelf pin with it.
+- Playback: the first resume point of a video or a Plex item no longer fails when it is saved together with the watched mark, a whole season marked at once, or a Plex sync.
+
 ## 0.108.0 — 2026-10-18
 
 ### New

CLAUDE.md

@@ -66,52 +66,70 @@ how it gets built. Concretely:
 `downloads/`, `reader/`, `discover/`, `catalog/`, `youtube/`, `issues/` (shared by routes + scheduler + worker) → flat core (`auth`, `apitokens`, `quota`, `jobruns`,
 `sysconfig`, `state`, `audit`, `notifications`, `userscope`, `ratelimit`, `bodylimit`, `progress`, `collation`,
 `security`, `logs`, `logsink`, `diagnostics`, `debugsession`) → `models/db/config`. **Dependency direction is one-way: core never imports routes.**
-Frontend: `main.tsx` provider tree → `App.tsx` shell (a shared `/watch` link boots from its own
-entry, `watch.html` → `watchMain.tsx`, held app-free by a contract test) → `moduleRegistry` route-chunks → module
-components → the **platform layer `components/ui/`** (domain-free primitives: the popover engine and
-its menus, `Modal`/`Overlay`, `Button`/`form`, `DataTable`/`VirtualGrid`, `QueryState`, …). That
-boundary is one-way and **lint-enforced**, not just described: a platform component may not import a
-feature component or a domain API slice, and one layer down `lib/` may not import from `components/` at
-all, not even a type (`no-restricted-imports` in `eslint.config.js`, with its own test). A new generic
-component goes in `ui/`; see [`frontend/src/components/ui/README.md`](frontend/src/components/ui/README.md).
-Data via react-query (`qk` factory), per-account `localStorage`, and server prefs; API through
-`lib/api/*` slices over `core.req<T>`.
+The domain is four **units**, each owning its tables: Capture (`downloads/`), Reader (`reader/`, `discover/`, the playlist
+sync), Catalog (`catalog/`, the `sync/` ingests) and Plex (`plex/`). A unit's route does no database work: it reads through
+the unit's `queries`, writes through its `service` (which flushes) and commits. A unit's code reads another unit's tables
+only along a declared edge and writes them only through that unit's service; core reaches a unit's tables through its
+`queries`. **Fence-held, with no exemptions** (`backend/tests/test_unit_fences.py`) — as far as an AST sees: what it
+cannot (an ORM write on another unit's loaded row, SQL in `text()`, a commit by `begin()`) is review's to catch, listed in
+[`backend/app/README.md`](backend/app/README.md) with the conventions.
+Frontend, by folder under `src/`: `main.tsx` provider tree → `shell/` (`App`, header, nav rail, palette,
+boot; a shared `/watch` link boots from its own entry, `watch.html` → `watchMain.tsx` → `watch/`, held
+app-free by a contract test) → **`modules/<page>/`** (one folder per page: the page, its rail, its store, its tests,
+and its `module.ts` definition — label, icon, gate, the lazy page and rail, its store — collected in nav order by
+`features/navigation/moduleRegistry`, which also mounts every store at the root; a new page is its folder, its id in
+`lib/urlState` and its entry there, plus its panel in `lib/panelLayout` if it has a rail) →
+**`features/<name>/`** (what several pages share: video cards, filters, downloads, the player, navigation) → the
+**platform layer `components/ui/`** (domain-free primitives: the popover engine and its menus, `Modal`/`Overlay`,
+`Button`/`form`, `DataTable`/`VirtualGrid`, `QueryState`,
+…) → `lib/`. The direction is one-way and **lint-enforced**, not just described (`local/layers`, with
+its own test): an import only goes down; another module is reached only through its **`index.ts`** (its
+public face — the stores, mounted at the root and read app-wide, which `features/` may read too) or
+lazily by `import()`; a platform component may not import a domain API slice, and `lib/` nothing above
+it, not even a type. A lazily imported page, rail or dialog that a static import drags onto the boot
+path fails the build (`chunkGuard.ts`). A new generic component goes in `ui/`; see
+[`frontend/src/components/ui/README.md`](frontend/src/components/ui/README.md).
+Data via react-query (`qk` factory), the signed-in account's `localStorage` (`storage.ts`), and server
+prefs; API through `lib/api/*` slices over `core.req<T>`.
 
 **Not wanted** (reviewed and rejected as over-engineering for this size): microservices, event bus,
 CQRS, a repository/DI framework, a router library, a generic CRUD-router factory or base serializer.
 
 ## Canonical patterns — when you have a choice, pick THIS
 
-| Area                                 | Use                                                                                                                                                                                               | Not                                                                                                                                                     |
-| ------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| ORM                                  | SQLAlchemy 2.0 `select()`                                                                                                                                                                         | `db.query(...)`                                                                                                                                         |
-| Request body                         | a Pydantic model                                                                                                                                                                                  | `payload: dict`                                                                                                                                         |
-| Request SIZE                         | nothing — `bodylimit` caps every route (SEC-20); need more? add a ceiling to `ROUTE_MAX_BODY_BYTES`                                                                                               | `capped_body` on a route that does not read raw bytes itself                                                                                            |
-| Ownership check                      | `owned_or_404` / `get_or_404`                                                                                                                                                                     | ad-hoc `_own_playlist`/`_owned`/`_own_job`                                                                                                              |
-| Admin gate import                    | `app.auth`                                                                                                                                                                                        | the `app.routes.admin` re-export                                                                                                                        |
-| Upstream failure status              | `422` with JSON detail                                                                                                                                                                            | `502` (reserve 502 for raw byte-proxies)                                                                                                                |
-| User-facing error                    | structured `detail` (`{code, reason}`)                                                                                                                                                            | a bare English string under a bilingual UI                                                                                                              |
-| Mutation response                    | `{"ok": true, …}` (`{"deleted": id}`), test-held                                                                                                                                                  | a bare `{"unsubscribed"}`/`{"cleared": n}`, no `ok`                                                                                                     |
-| Transaction commit                   | the handler commits; helpers `flush` (test-held list)                                                                                                                                             | helpers that commit (only `quota` and `jobruns` own their session)                                                                                      |
-| Admin knob storage                   | `sysconfig` (values)                                                                                                                                                                              | env / `app_state` / a table of its own (the job intervals had one)                                                                                      |
-| Job status word                      | the `downloads/status.py` StrEnum                                                                                                                                                                 | loose `"canceled"`/`"cancelled"` literals                                                                                                               |
-| Current time                         | inline `datetime.now(timezone.utc)`                                                                                                                                                               | new `now_utc`/`_now` helpers                                                                                                                            |
-| FE per-account state                 | `usePref`                                                                                                                                                                                         | raw `readAccount`/`writeAccount` or bespoke hooks                                                                                                       |
-| FE keyboard shortcut                 | a row in `lib/keymap.ts` + `dispatch()`                                                                                                                                                           | a private `keydown` listener with its own key literals                                                                                                  |
-| FE list/grid keys                    | `NavGrid`/`keyboardNav` + `navItemAttrs` + `data-nav-open`                                                                                                                                        | a private arrow-key / roving-tabindex handler                                                                                                           |
-| FE view push (history)               | `rememberNavPosition()` right before `history.pushState`                                                                                                                                          | a push that forgets: Back strands focus on `<body>`                                                                                                     |
-| FE static label / button-like link   | `Badge` (flat, no edge) · `LinkButton` / `IconLink`                                                                                                                                               | a glass pill that reads as a chip; an `<a>` hand-painted like a button                                                                                  |
-| FE loading/empty/error               | `QueryState` / `StateMessage`                                                                                                                                                                     | ad-hoc conditionals                                                                                                                                     |
-| FE failed write                      | `meta.failTitle`, else `notifyActionError(err, title)`; a YouTube write action (subscribe, sync, …): `notifyYouTubeActionError` — a 403 offers Connect                                            | a bare `catch {}` or `notify()` with no error attached                                                                                                  |
-| FE floating or full-screen layer     | `ui/Overlay` (portals to `<body>`) or the popover engine (`AnchoredPopover` portals itself); stacking by the z-index scale (`z-menu` … `z-popover`, docs/DESIGN.md "Layers")                      | one rendered in place inside a virtualized row or a masked/transformed scroller — clipped or painted over; a magic `z-[n]`                              |
-| FE player on a native media element  | `lib/mediaSession` (`useMediaSession`) + `lib/mediaKeys` + `lib/resume` (`useResume`), the element held as STATE                                                                                  | a private `navigator.mediaSession` / `keydown` / position-saving effect per player                                                                      |
-| FE diagnostics                       | `lib/log.ts` (`log.info("event.code", msg, attrs)`); a filter change → `lib/filterLog.ts`, a player → `lib/mediaLog.ts`                                                                           | `console.*` (lint-enforced); a value only a higher level may carry, logged unguarded                                                                    |
-| FE state that MIRRORS a prop/query   | derive it, or hold a draft (`draft ?? server`)                                                                                                                                                    | a copy an effect re-syncs — that paints the stale value first                                                                                           |
-| FE state reset on a key change       | adjust it DURING render against a remembered key                                                                                                                                                  | `useEffect(() => setX(init), [key])`                                                                                                                    |
-| FE effect that must not re-subscribe | `useEffectEvent` (React 19.2+); a handler or timer: `useLatest` / `useStableCallback`                                                                                                             | a render-phase `ref.current = x` — the React Compiler skips the component                                                                               |
-| FE hook suppression                  | an inline `eslint-disable-next-line` NAMING the invariant                                                                                                                                         | `eslint-suppressions.json` (deliberately absent — E27 S2)                                                                                               |
-| FE popover / scroll-fade ref         | destructure it: `const { setReference } = pop.refs`, then `ref={setReference}`                                                                                                                    | `ref={pop.refs.setReference}` / `ref={fade.ref}` — the compiler then treats the whole object as a ref and skips                                         |
-| FE async handler with cleanup        | `try { … } catch { … }`, then the cleanup after it (steps that `return` early go in their own function); a conditional, loop or `?.` the `try` needs goes before it or into a module-level helper | `try/finally`, or a `?:` / `??` / loop / `?.` inside `try` — the React Compiler skips the whole component (and `react-hooks/todo` misses most of these) |
+| Area                                 | Use                                                                                                                                                                                                                                           | Not                                                                                                                                                                                         |
+| ------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| ORM                                  | SQLAlchemy 2.0 `select()`                                                                                                                                                                                                                     | `db.query(...)`                                                                                                                                                                             |
+| Request body                         | a Pydantic model                                                                                                                                                                                                                              | `payload: dict`                                                                                                                                                                             |
+| Request SIZE                         | nothing — `bodylimit` caps every route (SEC-20); need more? add a ceiling to `ROUTE_MAX_BODY_BYTES`                                                                                                                                           | `capped_body` on a route that does not read raw bytes itself                                                                                                                                |
+| Ownership check                      | `userscope.owned_by` (a filter) / `owned_row` (a row by id): a unit's `queries.own_x` returns None and its route answers `not_found`; a core route `owned_or_404`. A composite rule (own or shared, built-in or own) says so in its `queries` | an inline owner filter — `Model.user_id == …`, an alias's, `.in_()`, `filter_by(user_id=…)` (fence-held, every module) — or a `db.get` and a compare where `owned_row` fits                 |
+| Admin gate import                    | `app.auth`                                                                                                                                                                                                                                    | the `app.routes.admin` re-export                                                                                                                                                            |
+| Upstream failure status              | `422` with JSON detail                                                                                                                                                                                                                        | `502` (reserve 502 for raw byte-proxies)                                                                                                                                                    |
+| User-facing error                    | structured `detail` (`{code, reason}`)                                                                                                                                                                                                        | a bare English string under a bilingual UI                                                                                                                                                  |
+| Mutation response                    | `{"ok": true, …}` (`{"deleted": id}`), test-held                                                                                                                                                                                              | a bare `{"unsubscribed"}`/`{"cleared": n}`, no `ok`                                                                                                                                         |
+| Transaction commit                   | the handler commits; a unit's `service` and every helper `flush` (fence-held, every module)                                                                                                                                                   | a helper that commits — only a listed one (what owns its session, or a core step that must land whatever its caller does next), each with its reason: the fence's `UNIT_COMMITS` / `CORE_COMMITS`, a route's `COMMITTING_HELPERS` (`test_route_conventions`) |
+| Admin knob storage                   | `sysconfig` (values)                                                                                                                                                                                                                          | env / `app_state` / a table of its own (the job intervals had one)                                                                                                                          |
+| Job status word                      | the `downloads/status.py` StrEnum                                                                                                                                                                                                             | loose `"canceled"`/`"cancelled"` literals                                                                                                                                                   |
+| Current time                         | inline `datetime.now(timezone.utc)`                                                                                                                                                                                                           | new `now_utc`/`_now` helpers                                                                                                                                                                |
+| FE browser storage                   | a key in `storage.ts` with its kind (contract-held): a `pref` through `usePref` (the server's, follows the account); `device` / `view` / `cache` this browser's; `public` kept for the /watch page                                            | a `"siftlode.x"` literal; a preference kept only in `localStorage` (it stays on one device)                                                                                                 |
+| FE keyboard shortcut                 | a row in `lib/keymap.ts` + `dispatch()`                                                                                                                                                                                                       | a private `keydown` listener with its own key literals                                                                                                                                      |
+| FE list/grid keys                    | `NavGrid`/`keyboardNav` + `navItemAttrs` + `data-nav-open`                                                                                                                                                                                    | a private arrow-key / roving-tabindex handler                                                                                                                                               |
+| FE view push (history)               | `rememberNavPosition()` right before `history.pushState`                                                                                                                                                                                      | a push that forgets: Back strands focus on `<body>`                                                                                                                                         |
+| FE a page's header content           | the page renders it into the floating header itself (`PageHeader`, `ui/PageShell`)                                                                                                                                                            | a `page === …` branch in the shell's header, or a bridge carrying a page's state up to it                                                                                                   |
+| FE module store                      | its definition's `Store` (`module.ts`), mounted at the root by `ModuleStores`; it reads no other module's store (contract-held)                                                                                                               | a provider hand-nested in `main.tsx`                                                                                                                                                        |
+| FE saved views                       | the module's own store from `features/filters` (`createSavedViewsStore` + `useSavedViewsStore`)                                                                                                                                               | one store switched by the active page — every visit elsewhere reset it                                                                                                                      |
+| FE static label / button-like link   | `Badge` (flat, no edge) · `LinkButton` / `IconLink`                                                                                                                                                                                           | a glass pill that reads as a chip; an `<a>` hand-painted like a button                                                                                                                      |
+| FE loading/empty/error               | `QueryState` / `StateMessage`                                                                                                                                                                                                                 | ad-hoc conditionals                                                                                                                                                                         |
+| FE failed write                      | `meta.failTitle`, else `notifyActionError(err, title)`; a YouTube write action (subscribe, sync, …): `notifyYouTubeActionError` — a 403 offers Connect                                                                                        | a bare `catch {}` or `notify()` with no error attached                                                                                                                                      |
+| FE floating or full-screen layer     | `ui/Overlay` (portals to `<body>`) or the popover engine (`AnchoredPopover` portals itself); stacking by the z-index scale (`z-menu` … `z-popover`, docs/DESIGN.md "Layers")                                                                  | one rendered in place inside a virtualized row or a masked/transformed scroller — clipped or painted over; a magic `z-[n]`                                                                  |
+| FE player on a native media element  | `lib/mediaSession` (`useMediaSession`) + `lib/mediaKeys` + `lib/resume` (`useResume`), the element held as STATE                                                                                                                              | a private `navigator.mediaSession` / `keydown` / position-saving effect per player                                                                                                          |
+| FE diagnostics                       | `lib/log.ts` (`log.info("event.code", msg, attrs)`); a filter change → `lib/filterLog.ts`, a player → `lib/mediaLog.ts`                                                                                                                       | `console.*` (lint-enforced); a value only a higher level may carry, logged unguarded                                                                                                        |
+| FE state that MIRRORS a prop/query   | derive it, or hold a draft (`draft ?? server`)                                                                                                                                                                                                | a copy an effect re-syncs — that paints the stale value first                                                                                                                               |
+| FE state reset on a key change       | adjust it DURING render against a remembered key                                                                                                                                                                                              | `useEffect(() => setX(init), [key])`                                                                                                                                                        |
+| FE effect that must not re-subscribe | `useEffectEvent` (React 19.2+); a handler or timer: `useLatest` / `useStableCallback`                                                                                                                                                         | a render-phase `ref.current = x` — the React Compiler skips the component                                                                                                                   |
+| FE hook suppression                  | an inline `eslint-disable-next-line` NAMING the invariant                                                                                                                                                                                     | `eslint-suppressions.json` (deliberately absent — E27 S2)                                                                                                                                   |
+| FE popover / scroll-fade ref         | destructure it: `const { setReference } = pop.refs`, then `ref={setReference}`                                                                                                                                                                | `ref={pop.refs.setReference}` / `ref={fade.ref}` — the compiler then treats the whole object as a ref and skips                                                                             |
+| FE async handler with cleanup        | `try { … } catch { … }`, then the cleanup after it (steps that `return` early go in their own function); a conditional, loop or `?.` the `try` needs goes before it or into a module-level helper                                             | `try/finally`, or a `?:` / `??` / loop / `?.` inside `try` — the React Compiler skips the whole component (and `react-hooks/todo` misses most of these)                                     |
 
 Not repeated here, because a lint rule refuses the wrong one and its message names the right one:
 buttons (`ui/Button`, `IconButton`, `Pressable`, `Chip`, `DragHandle`), text fields and native

VERSION

@@ -1 +1 @@
-0.108.0
+0.112.1

backend/.basedpyright/baseline.json

@@ -650,121 +650,7 @@
                 }
             }
         ],
-        "./app/routes/plex/browse.py": [
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 26,
-                    "endColumn": 61,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 26,
-                    "endColumn": 61,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 11,
-                    "endColumn": 13,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 25,
-                    "endColumn": 27,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 11,
-                    "endColumn": 13,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 25,
-                    "endColumn": 27,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 15,
-                    "endColumn": 17,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 28,
-                    "endColumn": 30,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 15,
-                    "endColumn": 17,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportOptionalSubscript",
-                "range": {
-                    "startColumn": 28,
-                    "endColumn": 30,
-                    "lineCount": 1
-                }
-            }
-        ],
         "./app/routes/plex/collections.py": [
-            {
-                "code": "reportAssignmentType",
-                "range": {
-                    "startColumn": 11,
-                    "endColumn": 39,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 76,
-                    "endColumn": 80,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 75,
-                    "endColumn": 79,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 80,
-                    "endColumn": 84,
-                    "lineCount": 1
-                }
-            },
             {
                 "code": "reportArgumentType",
                 "range": {
@@ -822,108 +708,6 @@
                 }
             }
         ],
-        "./app/routes/plex/discover.py": [
-            {
-                "code": "reportCallIssue",
-                "range": {
-                    "startColumn": 4,
-                    "endColumn": 63,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 18,
-                    "endColumn": 48,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportCallIssue",
-                "range": {
-                    "startColumn": 4,
-                    "endColumn": 63,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 18,
-                    "endColumn": 48,
-                    "lineCount": 1
-                }
-            }
-        ],
-        "./app/routes/plex/playback.py": [
-            {
-                "code": "reportAttributeAccessIssue",
-                "range": {
-                    "startColumn": 6,
-                    "endColumn": 14,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 51,
-                    "endColumn": 54,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 51,
-                    "endColumn": 54,
-                    "lineCount": 1
-                }
-            }
-        ],
-        "./app/routes/plex/playlists.py": [
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 77,
-                    "endColumn": 83,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 77,
-                    "endColumn": 83,
-                    "lineCount": 1
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 8,
-                    "endColumn": 9,
-                    "lineCount": 5
-                }
-            },
-            {
-                "code": "reportArgumentType",
-                "range": {
-                    "startColumn": 8,
-                    "endColumn": 9,
-                    "lineCount": 5
-                }
-            },
-            {
-                "code": "reportAttributeAccessIssue",
-                "range": {
-                    "startColumn": 10,
-                    "endColumn": 18,
-                    "lineCount": 1
-                }
-            }
-        ],
         "./app/routes/scheduler.py": [
             {
                 "code": "reportOptionalMemberAccess",

backend/alembic/versions/0112_one_watch_later.py

@@ -0,0 +1,70 @@
+"""One Watch later list per user, held by the database
+
+Revision ID: 0112_one_watch_later
+Revises: 0111_audit_request_id
+Create Date: 2026-10-20
+
+Watch later was made on a user's first save by a read then an insert, so two first saves at once
+each made a list, and the reader then picked between them at random. A partial unique index holds
+"one per user" now. An instance that already has a second list keeps the oldest: the others' videos
+move into it (after its own, in their order; one it already holds is not added twice), a Home pin
+of one of them moves to it (unless it is pinned itself; of several, the first on the shelf), then
+they go — a pin left on them goes with them, as the kept list already holds one.
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0112_one_watch_later"
+down_revision: str | None = "0111_audit_request_id"
+branch_labels: str | None = None
+depends_on: str | None = None
+
+_EXTRA = """
+    SELECT p.id, k.keep_id
+    FROM playlists p
+    JOIN (
+        SELECT user_id, min(id) AS keep_id FROM playlists WHERE kind = 'watch_later' GROUP BY user_id
+    ) k ON k.user_id = p.user_id
+    WHERE p.kind = 'watch_later' AND p.id <> k.keep_id
+"""
+
+
+def upgrade() -> None:
+    op.execute(
+        f"""
+        INSERT INTO playlist_items (playlist_id, video_id, position, added_at)
+        SELECT e.keep_id, i.video_id,
+               (SELECT coalesce(max(position), -1) FROM playlist_items WHERE playlist_id = e.keep_id)
+               + row_number() OVER (PARTITION BY e.keep_id ORDER BY i.playlist_id, i.position, i.id),
+               i.added_at
+        FROM playlist_items i
+        JOIN ({_EXTRA}) e ON e.id = i.playlist_id
+        ON CONFLICT ON CONSTRAINT uq_playlist_video DO NOTHING
+        """
+    )
+    op.execute(
+        f"""
+        UPDATE comfort_pins c SET playlist_id = m.keep_id
+        FROM (
+            SELECT DISTINCT ON (e.keep_id) p.id AS pin_id, e.keep_id
+            FROM comfort_pins p
+            JOIN ({_EXTRA}) e ON e.id = p.playlist_id
+            WHERE NOT EXISTS (SELECT 1 FROM comfort_pins k WHERE k.playlist_id = e.keep_id)
+            ORDER BY e.keep_id, p.position, p.id
+        ) m
+        WHERE c.id = m.pin_id
+        """
+    )
+    op.execute(f"DELETE FROM playlists WHERE id IN (SELECT id FROM ({_EXTRA}) e)")
+    op.create_index(
+        "uq_playlist_watch_later",
+        "playlists",
+        ["user_id"],
+        unique=True,
+        postgresql_where=sa.text("kind = 'watch_later'"),
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("uq_playlist_watch_later", table_name="playlists")

backend/alembic/versions/0113_takeout_items.py

@@ -0,0 +1,51 @@
+"""A user's Google Takeout export: what they watched on YouTube, and their Watch later list
+
+Revision ID: 0113_takeout_items
+Revises: 0112_one_watch_later
+Create Date: 2026-10-23
+
+One row per video and kind. A video the catalog does not know yet waits with no outcome, so the id
+is not a foreign key; the partial index is what a newly known video looks its waiting rows up by.
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0113_takeout_items"
+down_revision: str | None = "0112_one_watch_later"
+branch_labels: str | None = None
+depends_on: str | None = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "takeout_items",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column(
+            "user_id",
+            sa.Integer(),
+            sa.ForeignKey("users.id", ondelete="CASCADE"),
+            nullable=False,
+        ),
+        sa.Column("kind", sa.String(12), nullable=False),
+        sa.Column("video_id", sa.String(16), nullable=False),
+        sa.Column("channel_id", sa.String(32), nullable=True),
+        sa.Column("at", sa.DateTime(timezone=True), nullable=False),
+        sa.Column("outcome", sa.String(12), nullable=True),
+        sa.Column(
+            "created_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False
+        ),
+        sa.UniqueConstraint("user_id", "kind", "video_id", name="uq_takeout_item"),
+        sa.CheckConstraint("kind IN ('watched', 'watch_later')", name="ck_takeout_item_kind"),
+    )
+    op.create_index(
+        "ix_takeout_items_waiting",
+        "takeout_items",
+        ["video_id"],
+        postgresql_where=sa.text("outcome IS NULL"),
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_takeout_items_waiting", table_name="takeout_items")
+    op.drop_table("takeout_items")

backend/alembic/versions/0114_video_unmarks.py

@@ -0,0 +1,44 @@
+"""When a user last took a video back to "new"
+
+Revision ID: 0114_video_unmarks
+Revises: 0113_takeout_items
+Create Date: 2026-10-23
+
+Un-marking or resetting a video leaves no `video_states` row, so this is what tells an import of the
+user's YouTube history a video they un-marked here from one never touched.
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0114_video_unmarks"
+down_revision: str | None = "0113_takeout_items"
+branch_labels: str | None = None
+depends_on: str | None = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "video_unmarks",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column(
+            "user_id",
+            sa.Integer(),
+            sa.ForeignKey("users.id", ondelete="CASCADE"),
+            nullable=False,
+        ),
+        sa.Column(
+            "video_id",
+            sa.String(16),
+            sa.ForeignKey("videos.id", ondelete="CASCADE"),
+            nullable=False,
+        ),
+        sa.Column("at", sa.DateTime(timezone=True), nullable=False),
+        sa.UniqueConstraint("user_id", "video_id", name="uq_video_unmark"),
+    )
+    op.create_index("ix_video_unmarks_video_id", "video_unmarks", ["video_id"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_video_unmarks_video_id", table_name="video_unmarks")
+    op.drop_table("video_unmarks")

backend/alembic/versions/0115_takeout_channels.py

@@ -0,0 +1,49 @@
+"""A watched Takeout video's length, and the channels a user put out of their list
+
+Revision ID: 0115_takeout_channels
+Revises: 0114_video_unmarks
+Create Date: 2026-10-24
+
+The "channels you watch but do not follow" list counts a user's watched videos over five minutes
+by channel. The length is asked of YouTube for that list and kept on the Takeout row; a channel the
+user does not want on the list is kept apart.
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0115_takeout_channels"
+down_revision: str | None = "0114_video_unmarks"
+branch_labels: str | None = None
+depends_on: str | None = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "takeout_items", sa.Column("looked_up_at", sa.DateTime(timezone=True), nullable=True)
+    )
+    op.add_column("takeout_items", sa.Column("duration_seconds", sa.Integer(), nullable=True))
+    op.create_table(
+        "takeout_channel_dismissals",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column(
+            "user_id",
+            sa.Integer(),
+            sa.ForeignKey("users.id", ondelete="CASCADE"),
+            nullable=False,
+        ),
+        sa.Column("channel_id", sa.String(32), nullable=False),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            server_default=sa.func.now(),
+            nullable=False,
+        ),
+        sa.UniqueConstraint("user_id", "channel_id", name="uq_takeout_channel_dismissal"),
+    )
+
+
+def downgrade() -> None:
+    op.drop_table("takeout_channel_dismissals")
+    op.drop_column("takeout_items", "duration_seconds")
+    op.drop_column("takeout_items", "looked_up_at")

backend/alembic/versions/0116_followed_explored_channels.py

@@ -0,0 +1,34 @@
+"""An explored channel someone follows is the catalog's own, and so are its videos
+
+Revision ID: 0116_followed_explored_channels
+Revises: 0115_takeout_channels
+Create Date: 2026-10-24
+
+A follow pulled in from YouTube (the subscription import) left an explored channel flagged as an
+exploration's, and a subscribe landing while an exploration's videos came in left those videos
+flagged on a channel that no longer was one. Both are held in the code now; this clears what they
+left: the channel of a subscription is not an exploration's, and no video is an exploration's on a
+channel that is not one. Data only, so the downgrade has nothing to undo.
+"""
+
+from alembic import op
+
+revision: str = "0116_followed_explored_channels"
+down_revision: str | None = "0115_takeout_channels"
+branch_labels: str | None = None
+depends_on: str | None = None
+
+
+def upgrade() -> None:
+    op.execute(
+        "UPDATE channels SET from_explore = false WHERE from_explore"
+        " AND EXISTS (SELECT 1 FROM subscriptions s WHERE s.channel_id = channels.id)"
+    )
+    op.execute(
+        "UPDATE videos SET via_explore = false WHERE via_explore"
+        " AND channel_id IN (SELECT id FROM channels WHERE NOT from_explore)"
+    )
+
+
+def downgrade() -> None:
+    pass

backend/app/README.md

@@ -1,9 +1,8 @@
 # Backend conventions
 
 The rules below are already followed across `backend/app` — they lived only in a few module
-docstrings (`userscope.py`, `routes/_common.py`) until this file collected them (E3 S3,
-B-core-20). When you add code, match these so the next reader doesn't have to guess "which pattern do
-I copy".
+docstrings (`userscope.py`, `routes/_common.py`) until this file collected them. When you add code,
+match these so the next reader doesn't have to guess "which pattern do I copy".
 
 ## Module layering
 
@@ -13,12 +12,13 @@ Three layers, by *who* runs the code — not by feature:
    response models, status-code mapping, serialization. It owns logic that runs *only* on a request.
    Business logic that a request happens to trigger does **not** live here if anything else runs it too.
 
-2. **`plex/`, `downloads/`, `sync/`, `issues/` — domain logic shared by more than one caller.** Anything the
-   **scheduler or the worker** runs (not just a request) lives in one of these domain packages, so the
-   route, the worker, and the scheduler share one definition. Examples from this codebase:
-   `downloads/service.py` owns enqueue + the job state transitions (routes call it); `plex/sync.py` is
-   run by both the admin route and the scheduler; `downloads/pipeline.py` is the worker's child pipeline;
-   `issues/bundle.py` is the one definition of a bug report's files, for the zip export and the tracker.
+2. **The units and the other domain packages — logic shared by more than one caller.** A unit's
+   database work (below), and anything the **scheduler or the worker** runs (not just a request), lives
+   in a domain package, so the route, the worker, and the scheduler share one definition. Examples from
+   this codebase: `downloads/service.py` owns enqueue + the job state transitions (routes call it);
+   `plex/sync.py` is run by both the admin route and the scheduler; `downloads/pipeline.py` is the
+   worker's child pipeline; `issues/bundle.py` is the one definition of a bug report's files, for the
+   zip export and the tracker.
 
 3. **Flat `app/*.py` core modules — cross-cutting primitives.** `auth` (with `apitokens`, a machine's
    folder-scoped way into the Files library), `sysconfig`, `quota`, `audit`, `jobruns` (every
@@ -34,19 +34,59 @@ Three layers, by *who* runs the code — not by feature:
 a layer — into the relevant domain package, or a flat core module if it's cross-cutting. Don't
 pre-abstract for a single caller; don't leave shared logic duplicated once there are two.
 
+## Units
+
+The domain is four units, each owning its tables (`models.py` in its package):
+
+| Unit | Package | Its routes |
+| --- | --- | --- |
+| Capture | `downloads/`, the worker | `downloads.py`, `files.py`, `public.py` |
+| Reader | `reader/`, `discover/`, `feedquery.py`, the playlist sync and tag suggestions in `sync/` | `feed.py`, `playlists.py`, `saved_views.py`, `discover.py`, `tags.py` |
+| Catalog | `catalog/`, the ingests in `sync/` | `channels.py`, `search.py`, `sync.py` |
+| Plex | `plex/` | `plex/` |
+
+- **A unit's route does no database work.** It validates, reads through the unit's `queries.py`,
+  writes through its `service.py`, serializes, and commits. It may name a unit's model as a type
+  (under `TYPE_CHECKING`), never use one as a value, and it passes a kind (`"movie"`), not a model, to
+  a query.
+- **A unit's code keeps to its edges.** It reads another unit's tables only along a declared edge
+  (Capture and Reader read Catalog's and Plex's: the feed joins `Video` with `VideoState` in one
+  query) and writes them only through the owner's service. Core code reaches a unit's tables through
+  that unit's `queries`.
+- **Whose a row is, `userscope` says** — in every module, core included: `owned_by(Model.user_id,
+  user)` for a filter, `owned_row(db, Model, id, user)` for a row by id (someone else's row is the
+  same answer as a missing one). A unit's `queries.own_x` returns None and its route answers
+  `not_found`; a core route calls `owned_or_404`. A rule `owned_row` cannot say — a job its owner
+  shared, a built-in profile nobody owns, a folder read under `FOR SHARE` — is written out in the
+  unit's own code, beside the reason.
+
+All of it is held by `tests/test_unit_fences.py`, with no exemptions: the unit map, each unit's
+packages and edges (`UNIT_PACKAGES`, `READS`) and what may commit (`UNIT_COMMITS`, `CORE_COMMITS`)
+are listed there. It reads the code's AST, so it holds the forms written here: an owner column
+compared inline (a model's, an import alias's or an `aliased()` one's, by `==`, `!=`, `.in_()`, or a
+`filter_by(user_id=…)`), a model built or an `insert`/`update`/`delete` (under any import name, of a
+model or its `__table__`) across units, and a `.commit()` call off the lists all fail it. What an AST
+cannot tell is review's to catch: an ORM write on another unit's loaded row (an attribute, a
+`db.delete`), SQL in `text()`, a column or model reached another way (bound to a variable, through
+`__table__.c` or a module path), and a commit made by a `begin()` block or a `commit` handed in.
+
 ## Transaction ownership
 
-This follows CLAUDE.md's canonical rule verbatim — **"the handler/job-wrapper commits; helpers flush
-(only `quota` and `jobruns` own their session)"** — so read it that way, not as an exception to it. The commit belongs
-to the **operation owner**; anything called *inside* another transaction only stages its change
+This follows CLAUDE.md's canonical rule — **the handler commits; a unit's `service` and every helper
+flush** — so read it that way, not as an exception to it. The commit belongs to the **operation
+owner**; anything called *inside* another transaction only stages its change
 (`db.add` / `flush`) and lets the owner commit, so the whole operation is one transaction.
 `audit.record()` is the reference: it adds the audit row and the caller commits it together with the
 mutation it records, so an audit entry can never exist without its change (or vice-versa).
 
-- The **operation owner** is usually the route handler. A `service.*` operation the handler delegates a
-  whole transition to (e.g. `service.cancel`) *is* that owner and commits its one transition — it isn't
-  a mid-operation helper. A helper that owns its OWN short-lived session (the worker's `jobdb` writes,
-  `jobruns`' run rows — the same carve-out CLAUDE.md grants `quota`) commits that session. Everything else flushes.
+- The **operation owner** is the route handler, or a job. A unit's `service` flushes even when it
+  makes a whole transition (`service.cancel`): the handler commits it, together with whatever else the
+  request changed. What owns its OWN session commits it: `quota` and `jobruns`' run rows, the
+  scheduler's jobs, a unit's jobs (the worker's `jobdb` writes, the syncs and ingests that commit per
+  page or batch so a later failure loses nothing already stored), and a few core steps that must land
+  whatever their caller does next (a token's last-used stamp, a refreshed YouTube grant) — the fence's
+  `UNIT_COMMITS` and `CORE_COMMITS` name each with its reason, `test_route_conventions` a route's own
+  committing helpers. Everything else flushes.
 - `SessionLocal` is `expire_on_commit=False`: after a raw `UPDATE` + commit, an ORM object you already
   loaded is **stale**. Read the fresh value from the row (RETURNING, or a re-`SELECT`), not the ORM
   attribute — see `service.decr_ref_count`.

backend/app/apitokens.py

@@ -26,6 +26,7 @@ from fastapi import Depends, Request
 from sqlalchemy import delete, or_, select, update
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import audit, debugsession, logs
 from app.audit import AuditAction
 from app.auth import current_user
@@ -223,7 +224,9 @@ def revoke_all(db: Session, user_id: int) -> int:
     change, "log out everywhere", a revoked untrusted password — ends its tokens too: one minted
     from a stolen session must not outlive the owner's answer to that theft. Returns how many."""
     gone = (
-        db.execute(delete(ApiToken).where(ApiToken.user_id == user_id).returning(ApiToken.id))
+        db.execute(
+            delete(ApiToken).where(owned_by(ApiToken.user_id, user_id)).returning(ApiToken.id)
+        )
         .scalars()
         .all()
     )

backend/app/audit.py

@@ -110,10 +110,9 @@ def record(
 
 def gc(db: Session, retention_days: int) -> int:
     """Delete audit rows older than `retention_days`. Returns the number removed. A
-    retention_days <= 0 disables pruning (keep forever)."""
+    retention_days <= 0 disables pruning (keep forever). Flushes; the job commits."""
     if retention_days <= 0:
         return 0
     cutoff = datetime.now(timezone.utc) - timedelta(days=retention_days)
     result = db.execute(delete(AuditLog).where(AuditLog.created_at < cutoff))
-    db.commit()
     return result.rowcount or 0

backend/app/auth.py

@@ -4,6 +4,7 @@ from sqlalchemy import delete, func, select
 from sqlalchemy.orm import Session
 from starlette.requests import HTTPConnection
 
+from app.userscope import owned_by
 from app import debugsession
 from app import email as email_mod
 from app import logs
@@ -24,8 +25,6 @@ def operator_contact() -> str | None:
     return next(iter(sorted(settings.admin_email_set)), None)
 
 
-MAX_SESSION_ACCOUNTS = 6
-
 # OAuth scope vocabulary — the atoms + the request bundles, kept together as core. has_*_scope check
 # the atoms against a user's stored grant; the *_SCOPES bundles are what the login/callback endpoints
 # request (imported by app/routes/auth.py).
@@ -230,7 +229,7 @@ def purge_user(db: Session, user: User, background: BackgroundTasks) -> None:
     # request's access line, a queued row, a later background task would otherwise put rows back
     # under the id after this DELETE (logs.forget_user).
     logs.forget_user(user_id)
-    db.execute(delete(LogEvent).where(LogEvent.user_id == user_id))
+    db.execute(delete(LogEvent).where(owned_by(LogEvent.user_id, user_id)))
     # Every canonically-equal invite goes, not just the literal spelling: is_allowed matches on the
     # canonical form, so leaving a sibling row behind would keep granting access to a mailbox whose
     # account was just erased — and prod really does carry approved pairs for one mailbox.
@@ -252,94 +251,63 @@ def purge_user(db: Session, user: User, background: BackgroundTasks) -> None:
     background.add_task(email_mod.send_account_deleted, email, lang, operator_contact())
 
 
-ACTIVE_ACCOUNT_HEADER = "x-siftlode-account"
+def session_user_id(conn: HTTPConnection) -> int | None:
+    """The account this browser session signed in as, read from the signed cookie alone (no DB).
+    One account per session: signing in as another replaces it (`routes.auth._establish_session`)."""
+    return conn.session.get("user_id")
 
 
-def resolved_user_id(conn: HTTPConnection, *, strict: bool = True) -> tuple[int | None, bool]:
-    """Which account this connection acts as, and whether that's the session's default account.
-    Takes an HTTPConnection rather than a Request: it reads only the session and the headers.
-
-    The signed cookie holds the *wallet* (`account_ids`, every account signed into this browser)
-    plus a default `user_id`. A caller may name its account with the X-Siftlode-Account header (or
-    `?account=`), but ONLY an account in the wallet — so a tab can't impersonate an account that
-    never authenticated here. A connection that names no account acts as the cookie default.
-
-    A connection naming an account NOT in the wallet acts as nobody (`None`) — typically a tab still
-    pinned to an account that was signed out in another tab. It must not fall back to the default:
-    that tab would go on acting as an account it never showed, its player checkpoints and pref saves
-    landing there and its Sign out signing THAT account out. Only the bootstrap /api/me probe passes
-    `strict=False` and gets the default, which is how such a tab learns who it now is (the frontend
-    re-pins it and reloads). An account whose session ended while it stayed in the wallet (deleted,
-    suspended, revoked) leaves the wallet when it is refused (`_session_user`), so a tab pinned to it
-    takes the same way back.
-    """
-    default_id = conn.session.get("user_id")
-    wallet = conn.session.get("account_ids") or []
-    # Header for normal XHR; ?account= for a context that can't set headers (a plain <a> file
-    # download). Both are wallet-gated below.
-    hdr = conn.headers.get(ACTIVE_ACCOUNT_HEADER) or conn.query_params.get("account")
-    if hdr:
-        try:
-            hid = int(hdr)
-        except ValueError:
-            # Under `strict` this becomes a 401 and the tab authenticates as nobody, which reads
-            # in the browser exactly like a session that expired. The value itself stays out —
-            # it came from a request, and `wallet` says which accounts were actually on offer.
-            log.debug(
-                "the active-account header could not be read as an id",
-                extra=logs.event("auth.account_header.invalid", accounts=len(wallet)),
-            )
-            hid = None
-        if hid is not None and hid in wallet:
-            return hid, hid == default_id
-        if strict:
-            return None, False
-    return default_id, True
+def stamp_session(request: Request, user: User) -> None:
+    """Record the account's current `session_epoch` in the signed cookie, so `current_user` can later
+    reject the cookie once the epoch moves (password reset/change, or "log out everywhere")."""
+    request.session["epoch"] = user.session_epoch or 0
 
 
-def drop_from_wallet(session: dict, user_id: int) -> None:
-    """Take one account out of this browser's wallet (`account_ids`); the session default is untouched."""
-    session["account_ids"] = [a for a in (session.get("account_ids") or []) if a != user_id]
+# The account a tab was built for, sent with every request it makes (`identityHeaders`, the
+# frontend). The cookie alone says who is asking, and one browser holds one account: a sign-in as
+# someone else in another tab replaces it under every open tab. A tab still showing the previous
+# account would otherwise act as the new one — its player checkpoints, pref saves, Sign out and
+# Delete account landing there — until it noticed. It never selects an account; a mismatch is
+# refused, and the tab reloads as whoever is signed in now.
+EXPECTED_ACCOUNT_HEADER = "x-siftlode-expect-account"
 
 
-def _end_account_session(request: Request, user_id: int, is_default: bool) -> None:
-    """An account whose session here is no longer valid. Only nuke the whole session when it is the
-    SESSION DEFAULT; a per-tab account just leaves the wallet (other tabs' default may still be valid).
-    Leaving is what lets a tab pinned to it recover: its next /api/me names an account no longer signed
-    in here and gets the default. Left in, it answered "signed out" — the landing page, with the default
-    still signed in, and no way off it but closing the tab."""
-    if is_default:
-        request.session.clear()
-    else:
-        drop_from_wallet(request.session, user_id)
+def built_for_another_account(user_id: int, expected: str | None) -> bool:
+    """Whether a tab naming `expected` is showing another account than the one signed in. No name is
+    no claim (a caller from before this check, a script): only a mismatch is refused, and the
+    session stays — it is the other tab's sign-in, and it holds. The one comparison for every way a
+    tab names its account: this header on a request, `expect` on a navigation."""
+    if expected is None or expected == str(user_id):
+        return False
+    log.info(
+        "a request from a tab built for another account was refused",
+        extra=logs.event("auth.session.account_changed", user_id=user_id),
+    )
+    return True
 
 
 def current_user(request: Request, db: Session = Depends(get_db)) -> User:
-    return _session_user(request, db, *resolved_user_id(request))
+    user = _session_user(request, db, session_user_id(request))
+    if built_for_another_account(user.id, request.headers.get(EXPECTED_ACCOUNT_HEADER)):
+        raise refused(401, "account_changed")
+    return user
 
 
-def _session_user(request: Request, db: Session, user_id: int | None, is_default: bool) -> User:
+def _session_user(request: Request, db: Session, user_id: int | None) -> User:
     if not user_id:
         raise refused(401, "not_authenticated")
     user = db.get(User, user_id)
     if user is None or not user.is_active or user.is_suspended:
         # Suspended/deactivated mid-session → end it so the block takes effect at once.
-        _end_account_session(request, user_id, is_default)
+        request.session.clear()
         raise refused(401, "not_authenticated")
-    # SA4: reject a cookie whose recorded epoch is behind the account's current one (revoked by a
-    # password reset/change or "log out everywhere"). A cookie with no recorded epoch (pre-SA4, or an
-    # account signed in before this shipped) is treated as epoch 0 — so the FIRST bump revokes it too.
-    epochs = request.session.get("epochs") or {}
-    if int(epochs.get(str(user_id), 0)) != (user.session_epoch or 0):
-        _end_account_session(request, user_id, is_default)
+    # A cookie whose epoch is behind the account's (revoked by a password reset/change or "log out
+    # everywhere") is refused — and so is one with no epoch at all, which only a build before the
+    # one-account session wrote: its holder signs in once more.
+    epoch = request.session.get("epoch")
+    if epoch is None or int(epoch) != (user.session_epoch or 0):
+        request.session.clear()
         raise refused(401, "not_authenticated")
-    # Always keep the session default in the switchable list — covers sessions created before
-    # multi-session existed (their account_ids was never seeded), so the switcher isn't empty.
-    default_id = request.session.get("user_id")
-    accounts = request.session.get("account_ids") or []
-    if default_id and default_id not in accounts:
-        accounts.append(default_id)
-        request.session["account_ids"] = accounts[-MAX_SESSION_ACCOUNTS:]
     # Attribute this request's log lines to the account. Here, not in the request middleware:
     # this is the one place a session becomes an account, and the middleware runs outside both the
     # session middleware and this task's context. `request.state` is shared across middleware layers
@@ -357,25 +325,17 @@ def _session_user(request: Request, db: Session, user_id: int | None, is_default
 def optional_current_user(request: Request, db: Session = Depends(get_db)) -> User | None:
     """Like `current_user` but returns None instead of raising 401 when there's no valid session.
     Used by the bootstrap /api/me probe so the logged-out landing doesn't log a failed request to
-    the browser console (a non-2xx fetch is a console error no matter how the app handles it).
-    The one lenient resolution (`strict=False`): a tab naming an account no longer signed in here gets
-    the default account, which is how it learns who it now is — see `resolved_user_id`. That includes an
-    account refused right here, which `_session_user` has just taken out of the wallet."""
-    user_id, is_default = resolved_user_id(request, strict=False)
+    the browser console (a non-2xx fetch is a console error no matter how the app handles it)."""
+    user_id = session_user_id(request)
+    if user_id is None:
+        return None
     try:
-        return _session_user(request, db, user_id, is_default)
-    # silent-ok: this is the anonymous case as much as the refused one — every landing page hit
-    # comes through here. The second attempt below is the handling, and it reports.
+        return _session_user(request, db, user_id)
     except HTTPException:
-        if is_default:
-            return None
-    try:
-        return _session_user(request, db, *resolved_user_id(request, strict=False))
-    except HTTPException:
-        # Both the pinned account AND the default one were refused, so the tab is signed out
-        # without being told why — and it got here from a session that named a real account.
+        # A session that named an account, refused: the browser is signed out without being told
+        # why, so say it here.
         log.info(
-            "a session was resolved to nobody: neither the named nor the default account held",
+            "a session was refused: its account no longer holds",
             extra=logs.event("auth.session.probe_rejected", user_id=user_id),
         )
         return None

backend/app/bodylimit.py

@@ -72,6 +72,13 @@ DEFAULT_MAX_BODY_BYTES = 1024 * 1024
 # A route belongs here ONLY IF ITS OWN CAP IS LARGER THAN THE DEFAULT. That is why
 # `POST /api/diagnostics/events` is absent: its `capped_body` limit is 512 KiB, already below the
 # default, so listing it could only widen what it accepts.
+# A Google Takeout file (`reader.takeout`). A real watch history measured 3.7 MB for 9500 views, ~390
+# bytes a view, so 32 MiB holds ~86k views. YouTube keeps the history 36 months by default on an
+# account made since mid-2020 and for good on an older one, so a heavy viewer's can pass 16 MiB. The
+# file's text is decoded a window at a time and read an entry at a time (`takeout._json_list`), so
+# it costs its bytes and a window, not a tree of it; the route takes two at once across every user.
+TAKEOUT_MAX_BYTES = 32 * 1024 * 1024
+
 ROUTE_MAX_BODY_BYTES: dict[tuple[str, str], int] = {
     # Ingesting a local file. The body IS the file now — no multipart envelope to allow for —
     # so this ceiling and the route's own cap count exactly the same bytes. `sysconfig`'s
@@ -95,6 +102,7 @@ ROUTE_MAX_BODY_BYTES: dict[tuple[str, str], int] = {
     # sending it at all, off the `upload_max_bytes` that `GET /api/files/usage` reports.
     ("POST", "/api/files/upload"): settings.download_upload_max_bytes,
     ("POST", "/api/debug-sessions/{sid}/screenshots"): debugsession.SCREENSHOT_MAX_BYTES,
+    ("POST", "/api/takeout"): TAKEOUT_MAX_BYTES,
 }
 
 # The refusal, byte-for-byte what `capped_body`'s `HTTPException(413, {"code": "too_large"})` renders

backend/app/catalog/models.py

@@ -71,10 +71,12 @@ class Channel(Base, TimestampMixin):
         Boolean, default=False, server_default="false", index=True
     )
     # True when this channel exists only because a user EXPLORED it (opened its page without
-    # subscribing) — an ephemeral, per-explorer addition. The cleanup job hard-deletes such a
-    # channel (and its via_explore videos) once nobody keeps it (no subscription, no live
-    # ExploredChannel row, no per-user state) after a grace period. Cleared when someone
-    # subscribes (the "keep" signal promotes it to organic).
+    # subscribing) — an ephemeral, per-explorer addition. After a grace period the cleanup job
+    # hard-deletes its via_explore videos nobody keeps (no subscription, no live ExploredChannel
+    # row, no per-user state), and then the channel row itself once it holds no videos — unless a
+    # Takeout watch history shows it watched: the "watched but not followed" list names it from
+    # that row. Cleared when someone subscribes, here or on YouTube (the "keep" signal promotes it
+    # to organic).
     from_explore: Mapped[bool] = mapped_column(
         Boolean, default=False, server_default="false", index=True
     )
@@ -235,8 +237,9 @@ class ExploredChannel(Base, TimestampMixin):
     Exploring an un-subscribed channel ingests its recent uploads (flagged via_explore) so the
     user can browse them, but keeps them out of everyone else's catalog. This row (a) gates the
     explorer's access to those ephemeral videos in the feed query and (b) drives the grace-period
-    purge: a from_explore channel with no live ExploredChannel row (and no subscription / no
-    per-user state on its videos) is hard-deleted by the cleanup job. Subscribing is the "keep"
+    purge: of a from_explore channel with no live ExploredChannel row (and no subscription) the
+    cleanup job hard-deletes the videos without per-user state, then the channel once it holds none
+    and no Takeout watch history shows it watched. Subscribing is the "keep"
     signal — it promotes the channel to organic and these rows become irrelevant. `created_at`
     (from TimestampMixin) is the grace clock; a re-visit refreshes it."""
 

backend/app/catalog/queries.py

@@ -158,6 +158,19 @@ def blocked_ids(db: Session, user: User) -> set[str]:
     )
 
 
+def followed_among(db: Session, user: User, channel_ids: set[str]) -> set[str]:
+    """Which of these channels the user subscribes to."""
+    if not channel_ids:
+        return set()
+    return set(
+        db.scalars(
+            select(Subscription.channel_id).where(
+                owned_by(Subscription.user_id, user), Subscription.channel_id.in_(channel_ids)
+            )
+        )
+    )
+
+
 def blocked_channels(db: Session, user: User, lang: str) -> list[Channel]:
     return list(
         db.execute(

backend/app/catalog/search.py

@@ -75,7 +75,8 @@ def ingest_candidates(
 ) -> list[str]:
     """Materialise one page of search candidates into the catalog (channel stubs + enrich,
     video stubs flagged via_search, enrich, Shorts classification) and return the KEEPABLE
-    video ids — non-Short, non-live — in the input relevance order."""
+    video ids — non-Short, non-live — in the input relevance order. A videos.list that fails
+    raises its YouTubeError: with nothing enriched, nothing could be kept."""
     ids = [it["id"] for it in candidates]
     if not ids:
         return []
@@ -132,13 +133,16 @@ def ingest_candidates(
         with quota.attribute(user.id, quota.QuotaAction.VIDEOS_ENRICH):
             detail_by_id = {it["id"]: it for it in yt.get_videos(ids)}
     except YouTubeError:
-        # Every candidate then stays unenriched, and an unenriched video cannot be judged live or
-        # Short — so it is dropped. A working search returns nothing and reads as "no results".
+        # An unenriched video cannot be judged live or Short, so none of this page could be kept:
+        # swallowed, the failure answered as a page with nothing on it — "no results" for a search
+        # that never ran (the shared budget spent, no API key). The stubs stay (`insert_stubs`
+        # committed them), as the channels' do above; the caller answers the failure (its refusal
+        # says which).
         log.warning(
             "the videos found by a search could not be enriched",
             extra=logs.event("search.video_enrich_failed", candidates=len(ids)),
         )
-        detail_by_id = {}
+        raise
     enriched_at = datetime.now(
         timezone.utc
     )  # when THIS enrich ran (distinct from the stub placeholder)
@@ -212,17 +216,25 @@ def clear(db: Session, user: User, video_ids: list[str]) -> int:
     """Discard these results "as if never added": drop this user's finds of them, then delete the
     ones nobody kept — a `via_search` video no reader holds (`reader.queries.kept_by_a_reader`),
     whose channel nobody subscribes to, and that no other user still has as a find. Returns how
-    many videos went."""
-    db.execute(
-        delete(SearchFind).where(
-            owned_by(SearchFind.user_id, user), SearchFind.video_id.in_(video_ids)
+    many videos went.
+
+    Only the ones this user found: a video in the catalog with no find at all (a related list's,
+    which records none) is in someone's list right now, and an id any user could name would let
+    them delete it from under that list."""
+    mine = list(
+        db.scalars(
+            delete(SearchFind)
+            .where(owned_by(SearchFind.user_id, user), SearchFind.video_id.in_(video_ids))
+            .returning(SearchFind.video_id)
         )
     )
+    if not mine:
+        return 0
     subscribed = select(Subscription.id).where(Subscription.channel_id == Video.channel_id).exists()
     other_find = select(SearchFind.id).where(SearchFind.video_id == Video.id).exists()
     result = db.execute(
         delete(Video).where(
-            Video.id.in_(video_ids),
+            Video.id.in_(mine),
             Video.via_search.is_(True),
             ~reader_queries.kept_by_a_reader(Video.id),
             ~subscribed,

backend/app/catalog/service.py

@@ -96,13 +96,24 @@ def record_subscription(db: Session, user: User, channel: Channel, yt_subscripti
             subscribed_at=datetime.now(timezone.utc),
         )
     )
-    if channel.from_explore:
-        channel.from_explore = False
-        db.execute(
-            update(Video)
-            .where(Video.channel_id == channel.id, Video.via_explore.is_(True))
-            .values(via_explore=False)
-        )
+    db.flush()
+    settle_explored(db, channel)
+
+
+def settle_explored(db: Session, channel: Channel) -> None:
+    """Hold the rule that a channel's videos are an exploration's only while nobody follows it,
+    decided by who follows it now, not by the flag held in memory: a subscribe in another request
+    may have cleared that while YouTube answered this one, and the videos that came in meanwhile
+    would stay flagged. A channel someone follows, however the follow came (here or pulled in from
+    YouTube), is the catalog's own, and so are its videos."""
+    if channel.from_explore and not queries.followed(db, channel.id):
+        return
+    channel.from_explore = False
+    db.execute(
+        update(Video)
+        .where(Video.channel_id == channel.id, Video.via_explore.is_(True))
+        .values(via_explore=False)
+    )
     db.flush()
 
 

backend/app/config.py

@@ -113,6 +113,11 @@ class Settings(BaseSettings):
     # each search.list costs 100 units, so the shared budget only affords ~80-90/day total; with
     # the zero-quota scrape source it's a pure anti-abuse rate limit. Admin-tunable.
     search_daily_limit_per_user: int = 70
+    # Per-user cap on related-video requests per day — a list opened and each "Show more" (the
+    # InnerTube watch page, no quota; its enrich is up to ~8 units: up to 4 pages, each a videos.list
+    # and a channels.list). A failed one gives its slot back. 0 turns related videos off.
+    # Admin-tunable.
+    related_daily_limit_per_user: int = 200
     # Source for live YouTube search: "scrape" (InnerTube, no API quota) or "api" (search.list,
     # 100 units/page). Scrape is the default; flip to "api" if scraping is blocked/breaks.
     search_source: SearchSource = "scrape"

backend/app/debugsession.py

@@ -26,6 +26,7 @@ from uuid import uuid4
 from sqlalchemy import and_, delete, func, not_, select, update
 from sqlalchemy.orm import Session, defer
 
+from app.userscope import owned_by, owned_row
 from app import diagnostics
 from app.models import DebugScreenshot, DebugSession, LogEvent, User
 
@@ -76,7 +77,9 @@ def open_session(db: Session, user: User) -> DebugSession | None:
 
 def _unclosed(db: Session, user: User) -> DebugSession | None:
     return db.scalar(
-        select(DebugSession).where(DebugSession.user_id == user.id, DebugSession.ended_at.is_(None))
+        select(DebugSession).where(
+            owned_by(DebugSession.user_id, user), DebugSession.ended_at.is_(None)
+        )
     )
 
 
@@ -126,12 +129,8 @@ def from_header(db: Session, user: User, value: str | None) -> DebugSession | No
     """The session a request names, if it is the caller's own and still live; else None."""
     if not value or len(value) != _ID_LEN or not all(c in "0123456789abcdef" for c in value):
         return None
-    session = db.get(DebugSession, value)
-    if (
-        session is None
-        or session.user_id != user.id
-        or not is_live(session, datetime.now(timezone.utc))
-    ):
+    session = owned_row(db, DebugSession, value, user)
+    if session is None or not is_live(session, datetime.now(timezone.utc)):
         return None
     return session
 
@@ -354,7 +353,7 @@ def stored_screenshot_bytes(db: Session, user_id: int) -> int:
         db.scalar(
             select(func.coalesce(func.sum(DebugScreenshot.size), 0))
             .join(DebugSession, DebugSession.id == DebugScreenshot.session_id)
-            .where(DebugSession.user_id == user_id)
+            .where(owned_by(DebugSession.user_id, user_id))
         )
         or 0
     )

backend/app/discover/pins.py

@@ -22,7 +22,8 @@ from sqlalchemy import func, select
 from sqlalchemy.orm import Session
 
 from app.discover import cards, queries
-from app.models import PlexItem, PlexShow, User
+from app.models import User
+from app.plex.models import PlexItem, PlexShow
 from app.catalog.models import Channel, Video
 from app.reader.models import ComfortPin, Playlist
 from app.plex import rollup
@@ -71,11 +72,11 @@ def resolve_ref(db: Session, user: User, kind: str, ref: str) -> tuple[str, obje
     # such pin target", which is the same answer this function gives for one that does not exist.
     except ValueError:
         return None
-    pl = db.get(Playlist, pid)
     # A playlist is per-user, unlike the other four (which are shared catalog rows whose PRIVACY
     # lives in the state tables). Someone else's list must read as "no such thing", not as a 403 —
     # the same reason `owned_or_404` 404s rather than 403s.
-    return (col, pl.id) if pl is not None and pl.user_id == user.id else None
+    pl = owned_row(db, Playlist, pid, user)
+    return (col, pl.id) if pl is not None else None
 
 
 def reorder(db: Session, user: User, ids: list[int]) -> None:

backend/app/discover/queries.py

@@ -6,7 +6,7 @@ Two rules shape this module:
 **Reuse the query layer, not the route.** The YouTube half calls `feedquery.filtered_query` /
 `sort_keys`, so the Home surface inherits the feed's own definitions of subscribed, blocked,
 explore-visible and in-progress for free, and cannot drift from them. The Plex half calls
-`plex.rollup` and the `plex.cards` serializers rather than `routes/plex/discover.py`: that route
+`plex.rollup` and the `plex.cards` serializers rather than `plex/discover.py`: that read-model
 narrows EVERY rail by the Plex sidebar's `LibraryFilters`, which is right for a surface that HAS a
 sidebar and wrong for a landing page that does not.
 
@@ -29,7 +29,8 @@ from app.feedquery import (
     serialize,
     sort_keys,
 )
-from app.models import PlexItem, PlexShow, PlexState, User
+from app.models import User
+from app.plex.models import PlexItem, PlexShow, PlexState
 from app.catalog.models import Channel, Video
 from app.reader.models import PlaylistItem, VideoState
 from app.plex import rollup
@@ -38,7 +39,7 @@ from app.plex.query import apply_show_state_filter, content_libs
 from app.userscope import owned_by
 
 # How many rows a single rail may carry — Home's rails and the Plex module's Discover rails alike
-# (`routes/plex/discover.py` imports it): the two surfaces should feel like the same app, and a rail
+# (`plex/discover.py` imports it): the two surfaces should feel like the same app, and a rail
 # is a rail. One definition, because a comment was all that held two copies in step.
 RAIL_LIMIT = 20
 
@@ -92,7 +93,7 @@ def yt_in_progress(db: Session, user: User, limit: int = RAIL_LIMIT) -> list[tup
     q = (
         select(*feed_columns(user, st), st.progress_updated_at.label("progressed_at"))
         .join(Channel, Channel.id == Video.channel_id)
-        .join(st, and_(st.video_id == Video.id, st.user_id == user.id))
+        .join(st, and_(st.video_id == Video.id, owned_by(st.user_id, user)))
         .where(
             st.position_seconds > 0,
             st.status.notin_(("watched", "hidden")),
@@ -135,7 +136,7 @@ def yt_video_row(db: Session, user: User, video_id: str) -> dict | None:
     row = db.execute(
         select(*feed_columns(user, st))
         .join(Channel, Channel.id == Video.channel_id)
-        .outerjoin(st, and_(st.video_id == Video.id, st.user_id == user.id))
+        .outerjoin(st, and_(st.video_id == Video.id, owned_by(st.user_id, user)))
         .where(Video.id == video_id)
     ).first()
     return serialize(row) if row is not None else None
@@ -178,7 +179,7 @@ def playlists_summary(
         select(*feed_columns(user, st), PlaylistItem.playlist_id.label("_playlist"))
         .join(PlaylistItem, PlaylistItem.video_id == Video.id)
         .join(Channel, Channel.id == Video.channel_id)
-        .outerjoin(st, and_(st.video_id == Video.id, st.user_id == user.id))
+        .outerjoin(st, and_(st.video_id == Video.id, owned_by(st.user_id, user)))
         .where(PlaylistItem.playlist_id.in_(playlist_ids))
         .order_by(PlaylistItem.playlist_id, PlaylistItem.position.asc())
     ).all()
@@ -220,7 +221,7 @@ def plex_in_progress(
 ) -> list[tuple[object, dict]]:
     """In-progress movies + partially-watched shows as (progressed_at, card).
 
-    Mirrors `routes/plex/discover.py::_continue_watching` — same `PlexState` predicate for movies (a
+    Mirrors `plex/discover.py::_continue_watching` — same `PlexState` predicate for movies (a
     NULL status still counts as started, so `notin_` alone would drop it), and the same shared
     `rollup.agg_subquery` + `apply_show_state_filter` for shows, so the two rails cannot disagree on
     what "in progress" means. What it does NOT inherit is that route's `LibraryFilters` narrowing:

backend/app/discover/rails.py

@@ -11,7 +11,8 @@ from sqlalchemy.orm import Session
 from app import sysconfig
 from app.discover import cards, queries
 from app.discover.queries import RAIL_LIMIT
-from app.models import PlexShow, User
+from app.models import User
+from app.plex.models import PlexShow
 from app.plex.lookups import by_rating_key
 from app.plex.rollup import NO_TS
 
@@ -75,7 +76,7 @@ def surprise(
 ) -> list[dict]:
     """The hero's draw pool: unseen things that fit the budget, from both sources under ONE seed.
 
-    Interleaved rather than concatenated — the same alternation `routes/plex/discover.py` uses for its
+    Interleaved rather than concatenated — the same alternation `plex/discover.py` uses for its
     movie/show split — so a short pool never comes back all-YouTube or all-Plex just because one side
     happened to be queried first.
 

backend/app/downloads/folders.py

@@ -328,9 +328,14 @@ def create_own(db: Session, user_id: int, name: str) -> FileFolder:
     return folder
 
 
+def renamable(folder: FileFolder) -> bool:
+    """Only a folder of the user's own making takes a name: a source folder's is its origin's."""
+    return folder.kind == FolderKind.OWN
+
+
 def rename(db: Session, folder: FileFolder, name: str) -> None:
     """Rename one of the user's own folders (a source folder's name is its origin's)."""
-    if folder.kind != FolderKind.OWN:
+    if not renamable(folder):
         raise FolderError("file_folder_not_own")
     folder.name = name
     try:

backend/app/downloads/pipeline.py

@@ -28,7 +28,8 @@ from app.downloads.jobdb import (
 )
 from app.downloads.stated import StatedFailure
 from app.downloads.status import JobStatus
-from app.models import DISPLAY_TEXT_MAX, PlexItem
+from app.models import DISPLAY_TEXT_MAX
+from app.plex.models import PlexItem
 from app.downloads.models import DownloadJob, MediaAsset
 from app.plex import lookups as plex_lookups
 from app.plex import paths as plex_paths

backend/app/downloads/queries.py

@@ -296,13 +296,11 @@ def own_link(db: Session, user: User, link_id: int) -> DownloadLink | None:
     if link is None:
         return None
     target = (
-        db.get(DownloadJob, link.job_id)
+        owned_row(db, DownloadJob, link.job_id, user)
         if link.job_id is not None
-        else db.get(FileFolder, link.folder_id)
+        else owned_row(db, FileFolder, link.folder_id, user)
     )
-    if target is None or target.user_id != user.id:
-        return None
-    return link
+    return link if target is not None else None
 
 
 def links_to(

backend/app/downloads/runner.py

@@ -16,6 +16,7 @@ import shutil
 import subprocess
 import sys
 
+import app.tables  # noqa: F401 — a fresh interpreter: every table, before the first query
 from app import logs
 from app import logsink
 from app.config import settings

backend/app/downloads/service.py

@@ -24,7 +24,8 @@ from app.downloads import credentials
 from app.downloads import edit as editmod
 from app.downloads import folders, formats, mediakind, quota, storage
 from app.downloads.status import HOLDING, JobKind, JobStatus
-from app.models import DISPLAY_TEXT_MAX, PlexItem, PlexShow, User
+from app.models import DISPLAY_TEXT_MAX, User
+from app.plex.models import PlexItem, PlexShow
 from app.catalog.models import Channel, Video
 from app.downloads.models import (
     DownloadJob,

backend/app/feedquery.py

@@ -212,7 +212,7 @@ def filtered_query(
     # exactly. 'unwatched'/'all' include row-less 'new' videos, so they keep the outer join.
     state_required = show in ("watched", "hidden", "in_progress")
     join_state = query.join if state_required else query.outerjoin
-    query = join_state(state, and_(state.video_id == Video.id, state.user_id == user.id))
+    query = join_state(state, and_(state.video_id == Video.id, owned_by(state.user_id, user)))
 
     # Hide videos the maintenance job has flagged as currently unplayable (deleted/private/
     # abandoned). They're either deleted after a grace period or unhidden if they recover;

backend/app/jobruns.py

@@ -119,6 +119,16 @@ def recent_runs(db: Session, jobs: list[str], per_job: int) -> dict[str, list[Jo
     return out
 
 
+def last_run(db: Session, job: str, target: str) -> JobRun | None:
+    """The newest run of an ad-hoc `job` on `target` (a user's own import), or None."""
+    return db.execute(
+        select(JobRun)
+        .where(JobRun.job == job, JobRun.target == target)
+        .order_by(JobRun.started_at.desc(), JobRun.id.desc())
+        .limit(1)
+    ).scalar_one_or_none()
+
+
 def gc(db: Session, retention_days: int) -> int:
     """Delete finished runs older than `retention_days` (0 = keep forever). A run still going is
     never reaped. The caller commits."""

backend/app/main.py

@@ -28,6 +28,7 @@ log = logs.get_logger(__name__)
 from app import bodylimit, collation, logsink, state, sysconfig  # noqa: E402 — logging is configured first
 from app.config import settings  # noqa: E402 — logging is configured first
 from app.db import SessionLocal, engine  # noqa: E402 — logging is configured first
+import app.tables  # noqa: E402 — every table, before the first query
 from app.downloads import service as download_service  # noqa: E402 — logging is configured first
 from app.downloads import storage  # noqa: E402 — logging is configured first
 from app.plex import stream as plex_stream  # noqa: E402 — logging is configured first

backend/app/models.py

@@ -5,10 +5,8 @@ from sqlalchemy import (
     BigInteger,
     Boolean,
     CheckConstraint,
-    Computed,
     Date,
     DateTime,
-    Float,
     ForeignKey,
     Index,
     Integer,
@@ -20,7 +18,7 @@ from sqlalchemy import (
     UniqueConstraint,
     func,
 )
-from sqlalchemy.dialects.postgresql import JSONB, TSVECTOR
+from sqlalchemy.dialects.postgresql import JSONB
 from sqlalchemy.orm import Mapped, mapped_column, relationship, validates
 
 from app.db import Base
@@ -514,439 +512,3 @@ class ApiTokenGrant(Base):
     can_read: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
     can_write: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
     can_delete: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
-
-
-# --- Plex integration (optional) -------------------------------------------------------------
-# A dedicated, self-contained catalog mirrored from a locally-reachable Plex server. Playback is
-# from the LOCAL physical file (Plex is metadata only); per-user watch state lives in plex_states
-# so it works for users without a Plex account. Mirrors the app's "shared catalog, private
-# per-user state" model. The weighted FTS search_vector uses the same unaccent_simple config as
-# `videos` (migrations 0031/0032).
-
-
-class PlexLibrary(Base, TimestampMixin, UpdatedAtMixin):
-    """A mirrored Plex library section. Only `enabled` sections are exposed in the feed.
-    `plex_key` is the section id on the Plex server."""
-
-    __tablename__ = "plex_libraries"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    plex_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
-    title: Mapped[str] = mapped_column(String(255))
-    kind: Mapped[str] = mapped_column(String(16))  # "movie" | "show"
-    enabled: Mapped[bool] = mapped_column(Boolean, default=True, server_default="true")
-    synced_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    # HU-overlay support. `metadata_lang` tags the section's metadata language. An OVERLAY
-    # library (overlay_of set) is the Hungarian-metadata twin of another section: it is never browsable
-    # on its own — its titles' HU fields are written onto the matched EN rows (paired by `guid`).
-    metadata_lang: Mapped[str] = mapped_column(String(8), default="en", server_default="en")
-    overlay_of: Mapped[int | None] = mapped_column(
-        ForeignKey("plex_libraries.id", ondelete="SET NULL"), index=True
-    )
-
-
-class PlexShow(Base, TimestampMixin, UpdatedAtMixin):
-    """A TV show (grandparent of episodes) — holds poster + summary for the drill-down page, plus
-    the same filterable metadata as movies (genres/rating/content_rating/studio/people) so the TV
-    grid can be filtered/sorted like the movie grid. All mirrored cheaply from the show listing."""
-
-    __tablename__ = "plex_shows"
-    __table_args__ = (
-        Index("ix_plex_shows_genres_gin", "genres", postgresql_using="gin"),
-        Index("ix_plex_shows_directors_gin", "directors", postgresql_using="gin"),
-        Index("ix_plex_shows_cast_gin", "cast_names", postgresql_using="gin"),
-        Index("ix_plex_shows_genres_hu_gin", "genres_hu", postgresql_using="gin"),
-        # ix_plex_shows_collections_gin already created with collections (migration 0047).
-    )
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
-    library_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
-    )
-    # Canonical external id (e.g. "tmdb:12345") — the key that pairs this EN row with its HU-overlay
-    # twin during sync. Indexed for the guid->row overlay match.
-    guid: Mapped[str | None] = mapped_column(String(64), index=True)
-    title: Mapped[str] = mapped_column(String(512))
-    summary: Mapped[str | None] = mapped_column(Text)
-    year: Mapped[int | None] = mapped_column(Integer)
-    thumb_key: Mapped[str | None] = mapped_column(
-        String(512)
-    )  # Plex thumb path (proxied, not stored)
-    art_key: Mapped[str | None] = mapped_column(String(512))
-    child_count: Mapped[int | None] = mapped_column(Integer)  # seasons
-    collection_keys: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # Plex collections this show is in
-    added_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), index=True)
-    # Filterable / orderable metadata mirrored from the show section listing (parallels PlexItem).
-    rating: Mapped[float | None] = mapped_column(Float, index=True)  # Plex audienceRating (~IMDb)
-    content_rating: Mapped[str | None] = mapped_column(String(16), index=True)
-    studio: Mapped[str | None] = mapped_column(String(255), index=True)  # network/studio
-    originally_available_at: Mapped[Date | None] = mapped_column(Date, index=True)  # first air date
-    # none_as_null: an empty tag list must persist as SQL NULL, not JSON `null`. Without it a Python
-    # None round-trips as a JSON scalar that jsonb_array_elements_text() can't unnest ("cannot extract
-    # elements from a scalar") — the trap a metadata-poor library sprang on /facets. Same on plex_items.
-    genres: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    directors: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    cast_names: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    people_text: Mapped[str | None] = mapped_column(
-        Text
-    )  # cast+directors, folded into search_vector
-    # Set once the show's FULL cast has been rich-fetched by the backfill; NULL = still the listing top-3.
-    people_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    # Rich-fetch-only detail fields, persisted by the same backfill that fills the full cast so
-    # the info page serves from this row instead of a live plex.metadata() call. NULL until enriched.
-    imdb_rating: Mapped[float | None] = mapped_column(
-        Float
-    )  # IMDb-specific score (vs `rating` = audienceRating)
-    imdb_id: Mapped[str | None] = mapped_column(String(16))  # tt… → the clickable IMDb link
-    tagline: Mapped[str | None] = mapped_column(Text)
-    full_cast: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # ordered [{name, role, thumb}]
-    # --- TMDB enrichment: see the identical block on plex_items for the full rationale. Additive;
-    #     served from the row; NULL until enriched. (`budget`/`revenue` stay NULL for shows — TV has none.) ---
-    tmdb_id: Mapped[int | None] = mapped_column(Integer)
-    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    tmdb_rating: Mapped[float | None] = mapped_column(Float)  # TMDb vote_average (0–10)
-    tmdb_vote_count: Mapped[int | None] = mapped_column(Integer)
-    budget: Mapped[int | None] = mapped_column(BigInteger)
-    revenue: Mapped[int | None] = mapped_column(BigInteger)
-    keywords: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
-    crew: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # [{name, job, tmdb_id, thumb}]
-    studios: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # TMDB production companies [str]
-    production_countries: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
-    recommendations: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    backdrops: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    # Hungarian-metadata twin fields, written by the overlay sync. NULL = no HU twin matched,
-    # so serving falls back to the EN columns. `people_text` is language-neutral, reused for both vectors.
-    title_hu: Mapped[str | None] = mapped_column(String(512))
-    tagline_hu: Mapped[str | None] = mapped_column(Text)  # the HU overlay's tagline
-    summary_hu: Mapped[str | None] = mapped_column(Text)
-    genres_hu: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    search_vector: Mapped[object | None] = mapped_column(
-        TSVECTOR,
-        Computed(
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(title, '')), 'A') || "
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
-            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary, ''), 1000)), 'C')",
-            persisted=True,
-        ),
-    )
-    search_vector_hu: Mapped[object | None] = mapped_column(
-        TSVECTOR,
-        Computed(
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(title_hu, '')), 'A') || "
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
-            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary_hu, ''), 1000)), 'C')",
-            persisted=True,
-        ),
-    )
-
-
-class PlexSeason(Base, TimestampMixin, UpdatedAtMixin):
-    """A season under a show — used to order episodes for prev/next stepping."""
-
-    __tablename__ = "plex_seasons"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
-    show_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_shows.id", ondelete="CASCADE"), index=True
-    )
-    title: Mapped[str | None] = mapped_column(String(255))
-    season_number: Mapped[int | None] = mapped_column(Integer, index=True)
-    thumb_key: Mapped[str | None] = mapped_column(String(512))
-
-
-class PlexItem(Base, TimestampMixin, UpdatedAtMixin):
-    """A playable LEAF — a movie or a single episode. This is what the feed lists and the player
-    plays. Movies carry `library_id` and no parents; episodes carry show/season refs +
-    season/episode numbers. `file_path` is the Plex-side absolute path of the physical media,
-    mapped through `plex_path_map` to a local mount at playback time. `playable` is the
-    ffprobe-derived browser-compatibility class (direct | remux | transcode)."""
-
-    __tablename__ = "plex_items"
-    __table_args__ = (
-        Index("ix_plex_items_show_order", "show_id", "season_number", "episode_number"),
-        Index("ix_plex_items_genres_gin", "genres", postgresql_using="gin"),
-        Index("ix_plex_items_directors_gin", "directors", postgresql_using="gin"),
-        Index("ix_plex_items_cast_gin", "cast_names", postgresql_using="gin"),
-        Index("ix_plex_items_collections_gin", "collection_keys", postgresql_using="gin"),
-        Index("ix_plex_items_genres_hu_gin", "genres_hu", postgresql_using="gin"),
-    )
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
-    library_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
-    )
-    kind: Mapped[str] = mapped_column(String(16), index=True)  # "movie" | "episode"
-    # Canonical external id (e.g. "tmdb:12345") — pairs a MOVIE row with its HU-overlay twin during
-    # sync; indexed for the guid->row match. Episodes carry it too but it's unused for them.
-    guid: Mapped[str | None] = mapped_column(String(64), index=True)
-    show_id: Mapped[int | None] = mapped_column(
-        ForeignKey("plex_shows.id", ondelete="CASCADE"), index=True
-    )
-    season_id: Mapped[int | None] = mapped_column(
-        ForeignKey("plex_seasons.id", ondelete="CASCADE"), index=True
-    )
-    season_number: Mapped[int | None] = mapped_column(Integer)
-    episode_number: Mapped[int | None] = mapped_column(Integer)
-    title: Mapped[str] = mapped_column(String(512))
-    summary: Mapped[str | None] = mapped_column(Text)
-    year: Mapped[int | None] = mapped_column(Integer)
-    duration_s: Mapped[int | None] = mapped_column(Integer)
-    thumb_key: Mapped[str | None] = mapped_column(String(512))
-    art_key: Mapped[str | None] = mapped_column(String(512))
-    cast: Mapped[list | None] = mapped_column(JSON)  # [role names]
-    # Physical media (from the Plex Part).
-    file_path: Mapped[str | None] = mapped_column(Text)  # Plex-side absolute path
-    part_key: Mapped[str | None] = mapped_column(String(255))  # /library/parts/... (fallback fetch)
-    container: Mapped[str | None] = mapped_column(String(16))
-    codec_video: Mapped[str | None] = mapped_column(String(32))
-    codec_audio: Mapped[str | None] = mapped_column(String(32))
-    size_bytes: Mapped[int | None] = mapped_column(BigInteger)
-    # Browser-playability class from ffprobe: "direct" | "remux" | "transcode" (None = unprobed).
-    playable: Mapped[str | None] = mapped_column(String(12), index=True)
-    probed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    # Transcode HW-capability facet (the playback-class filter). NULL for non-transcode items; for a
-    # `playable="transcode"` item: True = the prod iGPU can hardware-transcode it (codec is HW-decodable
-    # AND the source is 8-bit SDR), False = software libx264 only (AV1/XviD, or a 10-bit/HDR source that
-    # breaks the VAAPI nv12 pipeline — see plex/stream.py). Derived by `plex.sync.transcode_hw_capable`:
-    # set codec-only at sync (bit depth unknown from the cheap listing), then refined by the bit-depth
-    # backfill (`_probe_media_batch`) which downgrades a 10-bit/HDR HEVC to False. The one filterable
-    # home of the invariant `_want_hw`'s source gate computes at play time — kept in sync via the shared
-    # classifier so the catalog facet and the runtime encoder choice never disagree by codec.
-    transcode_hw: Mapped[bool | None] = mapped_column(Boolean, index=True)
-    # Video bit depth (8/10/12…) from the Plex media Stream, filled by the bit-depth backfill. NULL =
-    # not yet probed. Surfaced on the info page (e.g. "HEVC · 10-bit") and feeds `transcode_hw`.
-    video_bit_depth: Mapped[int | None] = mapped_column(Integer)
-    # Watermark for the bit-depth backfill: when this item's media Stream was last probed for
-    # bit-depth/HDR. NULL = never (the backfill's work-list). Only HW-decodable transcode items are
-    # probed (the rest are SW-only by codec and need no bit-depth); see `_probe_media_batch`.
-    media_probed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    added_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), index=True)
-    # Filterable / orderable metadata mirrored from the Plex section listing (no extra API calls;
-    # `rating` = Plex audienceRating, which is ~the IMDb score). The arrays back genre/person/studio
-    # filters (GIN-indexed) and double as content signals for a future watch-habit recommender.
-    rating: Mapped[float | None] = mapped_column(Float, index=True)
-    content_rating: Mapped[str | None] = mapped_column(String(16), index=True)
-    studio: Mapped[str | None] = mapped_column(String(255), index=True)
-    originally_available_at: Mapped[Date | None] = mapped_column(Date, index=True)
-    genres: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    directors: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    cast_names: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    # rating_keys of the Plex collections this movie belongs to (GIN — filter + card-strip siblings).
-    collection_keys: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    # Cast + director names, space-joined — folded into search_vector (weight B) so the search box
-    # finds titles by a person's name (and ranks them above summary-only mentions).
-    people_text: Mapped[str | None] = mapped_column(Text)
-    # Set once the movie's FULL cast has been rich-fetched by the backfill; NULL = still the listing top-3.
-    people_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    # Rich-fetch-only detail fields, persisted by the same backfill that fills the full cast so
-    # the info page serves from this row instead of a live plex.metadata() call. NULL until enriched.
-    imdb_rating: Mapped[float | None] = mapped_column(
-        Float
-    )  # IMDb-specific score (vs `rating` = audienceRating)
-    imdb_id: Mapped[str | None] = mapped_column(String(16))  # tt… → the clickable IMDb link
-    tagline: Mapped[str | None] = mapped_column(Text)
-    full_cast: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # ordered [{name, role, thumb}]
-    # --- TMDB enrichment: matched by the canonical `guid` ("tmdb:12345"), filled by the TMDB
-    #     backfill job, SERVED FROM THIS ROW (never a live TMDB call). Additive — imdb_rating/rating
-    #     above stay Plex-sourced; `tmdb_rating` is the distinct TMDb community score. NULL until enriched;
-    #     `tmdb_enriched_at` is the "tried" watermark (stamped on a definitive no-match too, so an
-    #     unresolvable title isn't re-fetched every run; left NULL only on a transient fetch error). ---
-    tmdb_id: Mapped[int | None] = mapped_column(Integer)
-    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    tmdb_rating: Mapped[float | None] = mapped_column(Float)  # TMDb vote_average (0–10)
-    tmdb_vote_count: Mapped[int | None] = mapped_column(Integer)
-    budget: Mapped[int | None] = mapped_column(BigInteger)  # USD (movies; TV has none)
-    revenue: Mapped[int | None] = mapped_column(BigInteger)
-    keywords: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
-    crew: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # [{name, job, tmdb_id, thumb}]
-    studios: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # TMDB production companies [str]
-    production_countries: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
-    # [{tmdb_id, title, poster, media_type}] — resolved to library rows (by guid) at serve time.
-    recommendations: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    backdrops: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # TMDB backdrop file_paths [str] (crossfade pool)
-    # Hungarian-metadata twin fields, written by the overlay sync. NULL = no HU twin matched
-    # (serving falls back to the EN columns). `people_text` is language-neutral, reused for both vectors.
-    title_hu: Mapped[str | None] = mapped_column(String(512))
-    tagline_hu: Mapped[str | None] = mapped_column(Text)  # the HU overlay's tagline
-    summary_hu: Mapped[str | None] = mapped_column(Text)
-    genres_hu: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
-    search_vector: Mapped[object | None] = mapped_column(
-        TSVECTOR,
-        Computed(
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(title, '')), 'A') || "
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
-            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary, ''), 1000)), 'C')",
-            persisted=True,
-        ),
-    )
-    search_vector_hu: Mapped[object | None] = mapped_column(
-        TSVECTOR,
-        Computed(
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(title_hu, '')), 'A') || "
-            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
-            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary_hu, ''), 1000)), 'C')",
-            persisted=True,
-        ),
-    )
-
-
-class PlexPerson(Base, TimestampMixin, UpdatedAtMixin):
-    """A small cast/crew headshot cache, keyed by name, so person filter-chips (the cards for the
-    actors currently in the filter) can show a photo + count without a live per-card metadata fetch.
-    Populated opportunistically when an item's RICH metadata is fetched — the info-page view and the
-    periodic rich re-sync — since the cheap section listing that drives the main sync only carries the
-    top few cast. Rows whose name no longer appears in ANY item's cast_names/directors (a library
-    removal orphaned them) are pruned by the maintenance sweep, mirroring how Plex drops orphaned
-    metadata. The filterable cast lives in plex_items/plex_shows.cast_names (self-cleaning with the
-    row); this table is the people's own facts: the headshot link, the TMDB link and the TMDB bio
-    (the headshot FILE lives in the image cache, filled by the people_enrich job)."""
-
-    __tablename__ = "plex_people"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    name: Mapped[str] = mapped_column(String(255), unique=True, index=True)
-    photo_thumb: Mapped[str | None] = mapped_column(Text)  # proxied /person-image URL, or None
-    # TMDB person id, linked by name from a title's TMDB credits (the /person
-    # biography fetch builds on it). NULL until a TMDB-enriched title names this person.
-    tmdb_person_id: Mapped[int | None] = mapped_column(Integer)
-    # --- TMDB person enrichment: fetched from /person/{tmdb_person_id} by the people_enrich job,
-    #     or by the first person-page open the job hasn't reached, then SERVED FROM THE ROW. `tmdb_enriched_at` is the watermark (set even on a
-    #     no-op fetch so it isn't retried every open). `known_for` = top combined-credits [{tmdb_id,
-    #     media_type, title}], resolved to library rows by guid at serve time (like recommendations). ---
-    biography: Mapped[str | None] = mapped_column(Text)
-    # TMDB's Hungarian biography, from the same request's `translations`; a Hungarian reader is
-    # served it, and the instance-language `biography` when TMDB has none. Birthplace, aliases and
-    # keywords have no Hungarian on TMDB, so they stay in the instance language.
-    biography_hu: Mapped[str | None] = mapped_column(Text)
-    birthday: Mapped[str | None] = mapped_column(String(10))  # "YYYY-MM-DD", served as-is
-    deathday: Mapped[str | None] = mapped_column(String(10))
-    place_of_birth: Mapped[str | None] = mapped_column(Text)
-    known_for_department: Mapped[str | None] = mapped_column(String(64))
-    also_known_as: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
-    known_for: Mapped[list | None] = mapped_column(
-        JSONB(none_as_null=True)
-    )  # [{tmdb_id, media_type, title}]
-    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-
-
-class PlexCollection(Base, TimestampMixin, UpdatedAtMixin):
-    """A mirrored Plex collection (a grouping of movies or shows — franchises like Avatar, curated
-    sets like MCU, or auto/community lists like IMDb Top 250). Mirrored in full by the background
-    sync so reads never hit Plex's slow collection queries. Membership is stored as `collection_keys`
-    on the member movies (plex_items) / shows (plex_shows). `smart` = Plex's query-based flag;
-    `editable` = we may write changes back to Plex (default False = read-only; set for curated ones)."""
-
-    __tablename__ = "plex_collections"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
-    library_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
-    )
-    title: Mapped[str] = mapped_column(String(512))
-    summary: Mapped[str | None] = mapped_column(Text)
-    thumb_key: Mapped[str | None] = mapped_column(String(512))
-    child_count: Mapped[int | None] = mapped_column(Integer)
-    smart: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
-    editable: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
-    synced_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-
-
-class PlexState(Base, UpdatedAtMixin):
-    """Per-user watch state for a Plex item — mirrors VideoState. Lives in Siftlode's own DB so
-    it works for users WITHOUT a Plex account (the whole point of the access-layer design).
-    `synced_to_plex` marks whether this state was pushed back to a linked Plex account."""
-
-    __tablename__ = "plex_states"
-    __table_args__ = (UniqueConstraint("user_id", "item_id", name="uq_plex_user_item"),)
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"))
-    item_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_items.id", ondelete="CASCADE"), index=True
-    )
-    status: Mapped[str] = mapped_column(String(12), default="new", server_default="new")
-    position_seconds: Mapped[int] = mapped_column(
-        Integer, default=0, server_default="0", nullable=False
-    )
-    watched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    progress_updated_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    synced_to_plex: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
-
-
-class PlexLink(Base, UpdatedAtMixin):
-    """Links a Siftlode user to a Plex account for two-way watch-state sync (one row per user).
-
-    For the owner (the MVP scope) the row uses the server's admin token — `uses_admin=True`,
-    `plex_token_enc=None` — so no separate Plex login is needed; the admin token already reads/writes
-    the owner account's watch state. `plex_account_id` is that Plex account's numeric id, used to
-    filter the shared watch-history feed to this user (Phase C). Reserved for later: a friend can link
-    their OWN Plex account via PIN OAuth, storing a personal `plex_token_enc` (uses_admin=False) — the
-    sync loop then iterates link rows uniformly.
-
-    `initial_import_done` guards the one-time "Plex is master" import; `last_watch_sync_at` is the
-    high-water mark for the incremental Plex→Siftlode pass."""
-
-    __tablename__ = "plex_link"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    user_id: Mapped[int] = mapped_column(
-        ForeignKey("users.id", ondelete="CASCADE"), unique=True, index=True
-    )
-    uses_admin: Mapped[bool] = mapped_column(Boolean, default=True, server_default="true")
-    plex_token_enc: Mapped[str | None] = mapped_column(Text)  # P5b friend tokens (encrypted)
-    plex_account_id: Mapped[int | None] = mapped_column(Integer)
-    plex_username: Mapped[str | None] = mapped_column(String(255))
-    sync_enabled: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
-    initial_import_done: Mapped[bool] = mapped_column(
-        Boolean, default=False, server_default="false"
-    )
-    last_watch_sync_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-    linked_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
-
-
-class PlexPlaylist(Base, TimestampMixin, UpdatedAtMixin):
-    """A per-user ORDERED watch-list of Plex items — Siftlode-native (lives in our own DB, works for
-    users WITHOUT a Plex account, like plex_states). Unlike collections (shared, library-level), a
-    playlist is owned by one user and its items are ordered. Optional Plex-direction sync is a later
-    phase (`plex_rating_key` set once pushed back to the owner's Plex account)."""
-
-    __tablename__ = "plex_playlists"
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"), index=True)
-    title: Mapped[str] = mapped_column(String(512))
-    plex_rating_key: Mapped[str | None] = mapped_column(String(32))
-
-
-class PlexPlaylistItem(Base):
-    """One ordered entry in a playlist. `position` (0-based) orders playback."""
-
-    __tablename__ = "plex_playlist_items"
-    __table_args__ = (UniqueConstraint("playlist_id", "item_id", name="uq_plex_playlist_item"),)
-
-    id: Mapped[int] = mapped_column(primary_key=True)
-    playlist_id: Mapped[int] = mapped_column(ForeignKey("plex_playlists.id", ondelete="CASCADE"))
-    item_id: Mapped[int] = mapped_column(
-        ForeignKey("plex_items.id", ondelete="CASCADE"), index=True
-    )
-    position: Mapped[int] = mapped_column(Integer, default=0, server_default="0", nullable=False)

backend/app/notifications.py

@@ -9,6 +9,7 @@ table can't grow without bound for a heavy user.
 from sqlalchemy import delete, select
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app.models import Notification
 
 # Keep at most this many READ notifications per user; older read ones are pruned. Unread
@@ -48,11 +49,13 @@ def create_notification(
 
 def trim_read(db: Session, user_id: int, cap: int = READ_SOFT_CAP) -> int:
     """Delete a user's oldest READ notifications beyond `cap`. Returns the number removed.
-    Idempotent and cheap; safe to call after marking things read."""
+    Idempotent and cheap; safe to call after marking things read. Flushes first, so a notice the
+    caller has just marked read counts; the caller commits."""
+    db.flush()
     ids = (
         db.execute(
             select(Notification.id)
-            .where(Notification.user_id == user_id, Notification.read.is_(True))
+            .where(owned_by(Notification.user_id, user_id), Notification.read.is_(True))
             .order_by(Notification.created_at.desc())
             .offset(cap)
         )
@@ -63,5 +66,4 @@ def trim_read(db: Session, user_id: int, cap: int = READ_SOFT_CAP) -> int:
         return 0
     # One bulk DELETE rather than a get+delete per row (the ids are already in hand).
     db.execute(delete(Notification).where(Notification.id.in_(ids)))
-    db.commit()
     return len(ids)

backend/app/plex/cards.py

@@ -5,7 +5,7 @@ router. Pure functions — no DB, no request state."""
 
 from typing import NamedTuple
 
-from app.models import PlexItem, PlexShow, PlexState
+from app.plex.models import PlexItem, PlexShow, PlexState
 
 
 class ShowState(NamedTuple):

backend/app/plex/collections.py

@@ -0,0 +1,122 @@
+"""What a collection is to the app: where it comes from, whether it may be edited, its card, its
+effective content rating, and how its members order — shared by the collection pages, the info
+page's collection strips and the admin editor."""
+
+from collections.abc import Callable
+from datetime import date, datetime
+from typing import Any, NamedTuple
+
+from app.plex.models import PlexCollection
+
+# The most-restrictive → least ordering used to pick a collection's effective content rating from its
+# members (Plex shows one cert on the collection; we don't store it, so derive it).
+_CERT_RANK = {
+    "G": 1,
+    "TV-Y": 1,
+    "TV-Y7": 1,
+    "TV-G": 1,
+    "PG": 2,
+    "TV-PG": 2,
+    "PG-13": 3,
+    "TV-14": 3,
+    "R": 4,
+    "TV-MA": 4,
+    "NC-17": 5,
+}
+
+
+def collection_cert(certs: list[str | None]) -> str | None:
+    ranked = [(c, _CERT_RANK.get(c, 0)) for c in certs if c]
+    return max(ranked, key=lambda x: x[1])[0] if ranked else None
+
+
+_STRIP_PROVIDERS = ("imdb", "tmdb", "tvdb", "trakt")
+
+
+def collection_source(col: PlexCollection) -> str:
+    first = (col.title or "").strip().split(" ", 1)[0].lower()
+    if first in _STRIP_PROVIDERS:
+        return first
+    if col.smart:
+        return "smart"
+    return "collection"
+
+
+def collection_editable(c: PlexCollection) -> bool:
+    """Effective editability: the admin marked it editable AND it's a plain manual collection — never
+    smart, never an external auto-list (IMDb/TMDb/…), which are managed outside Plex."""
+    return bool(c.editable) and not c.smart and collection_source(c) == "collection"
+
+
+def collection_card(c: PlexCollection) -> dict:
+    return {
+        "id": c.rating_key,
+        "title": c.title,
+        "summary": c.summary,
+        "thumb": f"/api/plex/image/{c.rating_key}" if c.thumb_key else None,
+        "child_count": c.child_count,
+        "smart": c.smart,
+        "source": collection_source(c),
+        "editable": c.editable,
+        "can_edit": collection_editable(
+            c
+        ),  # whether the edit controls should be offered (admin UI)
+    }
+
+
+class Member(NamedTuple):
+    """One collection member flattened to everything the Sort control can order by. The page's two
+    legs are different tables (movies and shows), so there is no single query to ORDER BY — the
+    ordering is a pure list sort over these, which is also what makes it unit-testable."""
+
+    kind: str  # "movie" | "show"
+    obj: Any  # PlexItem | PlexShow, carried through to the card serializer
+    title: str  # lower-cased; never NULL (the column is not nullable)
+    year: int | None
+    rating: float | None
+    added: datetime | None
+    release: date | None
+    duration: int | None  # movies only — a show has no single runtime
+    last_watched: datetime | None
+
+
+# Sort key -> what to read off a Member. Pinned to `PLEX_SORT_KEYS` by a test: the collection page
+# shows the SAME Sort control as the browse grid, so a key this map is missing would be an option
+# that silently does nothing here.
+MEMBER_SORT_KEYS: dict[str, Callable[[Member], Any]] = {
+    "added": lambda m: m.added,
+    "lastwatched": lambda m: m.last_watched,
+    "release": lambda m: m.release,
+    "year": lambda m: m.year,
+    "rating": lambda m: m.rating,
+    "duration": lambda m: m.duration,
+    "title": lambda m: m.title,
+}
+
+# What the page ordered by before it had a control, and still its default: a film series wants to be
+# read in release order, not by whenever Plex happened to ingest it.
+DEFAULT_MEMBER_SORT = "year"
+
+
+def sort_members(
+    members: list[Member], sort: str, sort_dir: str, alpha: dict[str, int] | None = None
+) -> list[Member]:
+    """Order a collection's members by one of `PLEX_SORT_KEYS`.
+
+    Two properties worth stating because they are easy to get wrong with a plain `reverse=True`:
+    members with no value for the key sink to the END in BOTH directions (matching the browse grid's
+    `nullslast()` — a movie with no rating is not "the worst rated"), and ties always resolve
+    title-ascending, so flipping the direction reverses the ranking rather than the alphabet inside
+    it. An unknown key falls back to the page's default instead of returning an arbitrary order.
+
+    `alpha` ranks each title in the reader's alphabet (`collation.sorted_words`); without it, titles
+    compare as Python strings, which puts every accented initial after "z"."""
+    by_title = (lambda m: alpha[m.title]) if alpha is not None else (lambda m: m.title)
+    key = MEMBER_SORT_KEYS.get(sort, MEMBER_SORT_KEYS[DEFAULT_MEMBER_SORT])
+    if key is MEMBER_SORT_KEYS["title"]:
+        key = by_title
+    ordered = sorted(members, key=by_title)  # stable secondary, applied first
+    have = [m for m in ordered if key(m) is not None]
+    missing = [m for m in ordered if key(m) is None]
+    have.sort(key=key, reverse=sort_dir != "asc")
+    return have + missing

backend/app/plex/detail.py

@@ -1,10 +1,11 @@
 """Parse the "info page" rich metadata out of a full Plex metadata dict, and persist the subset that
 the detail endpoints serve from the DB row.
 
-Shared by the live info-page path (routes.plex.browse) and the background rich re-sync (plex.sync) so
-the two never diverge — the same one-parser rule that keeps `people.py`'s cast handling consistent.
-`rich_detail` is the pure parser; `apply_rich_detail` writes the rich-ONLY fields onto a movie/show row
-(genres/directors/studio/content_rating already land from the cheap listing at `_apply_facet_fields`)."""
+Shared by the live info-page path (`plex.service.enrich_movie` / `enrich_show`) and the background
+rich re-sync (plex.sync) so the two never diverge — the same one-parser rule that keeps `people.py`'s
+cast handling consistent. `rich_detail` is the pure parser; `apply_rich_detail` writes the rich-ONLY
+fields onto a movie/show row (genres/directors/studio/content_rating already land from the cheap
+listing at `_apply_facet_fields`)."""
 
 from app.plex import people
 from app.plex.plaintext import plain_text

backend/app/plex/discover.py

@@ -0,0 +1,536 @@
+"""Plex Discover's reads: the rail-surface read-model.
+
+A consolidated payload for the dedicated Discover landing — a stack of horizontal rails:
+Continue watching · Recently added · Browse-by-genre tiles · Because you watched X — plus a
+separate, reshuffling Surprise-me sample. Serve-from-DB only: the recommendation rail reads the
+recs the TMDB engine already persisted (`PlexItem.recommendations`), never a live TMDB call, and
+every card comes from the same `movie_card`/`show_card` serializers the grid uses (so rails inherit
+their `art` + rating/summary for free). The rails carry EN metadata (like the other non-grid
+card paths); the HU overlay coalesces only in the main grid.
+
+The sidebar metadata filters (genre / rating / year / collection / …) narrow EVERY rail too, so the
+Discover surface behaves like the Browse grid — the same `LibraryFilters` / `meta_filter_conds` the
+grid uses, applied to each rail's movie + show query (a rail may legitimately come back empty, which
+the client hides). Genre-language matches the grid; duration is movie-only.
+"""
+
+from datetime import datetime
+
+from sqlalchemy import and_, func, or_, select
+from sqlalchemy.orm import Session
+
+from app.collation import sorted_words
+from app.discover.queries import RAIL_LIMIT
+from app.models import User
+from app.plex import rollup
+from app.plex.cards import SHOW_NEW, display_title, leaf_card, movie_card, show_card
+from app.plex.models import PlexItem, PlexShow, PlexState
+from app.plex.query import (
+    LibraryFilters,
+    apply_meta_filters,
+    apply_show_state_filter,
+    content_libs,
+    genres_col,
+    meta_filter_conds,
+    top_art_keys,
+)
+from app.plex.tmdb import resolve_recs
+from app.userscope import owned_by
+
+GENRE_TILES = 12
+SURPRISE_PER_KIND = 3  # Surprise-me: at most this many movies + this many shows (6 total)
+
+
+def _scope_libs(db: Session, scope: str) -> tuple[list[int], list[int]]:
+    """The movie/show library ids visible for this scope (empty list = out of scope)."""
+    movie_ids, show_ids = content_libs(db)
+    return (
+        movie_ids if scope in ("movie", "both") else [],
+        show_ids if scope in ("show", "both") else [],
+    )
+
+
+def _movie_meta(q, p: dict, lang: str, f: LibraryFilters):
+    """Apply the shared metadata filters + movie-only duration to a movie query (same as the grid)."""
+    q = apply_meta_filters(q, PlexItem, p, lang)
+    if f.duration_min is not None:
+        q = q.where(PlexItem.duration_s >= f.duration_min)
+    if f.duration_max is not None:
+        q = q.where(PlexItem.duration_s <= f.duration_max)
+    return q
+
+
+def _movie_cards(db: Session, uid: int, items: list[PlexItem], lang: str) -> list[dict]:
+    sts = rollup.item_state_map(db, uid, [it.id for it in items])
+    return [movie_card(it, sts.get(it.id), lang=lang) for it in items]
+
+
+def _show_cards(db: Session, uid: int, shows: list[PlexShow], lang: str) -> list[dict]:
+    statuses = rollup.state_map(db, uid, [s.id for s in shows])
+    return [show_card(s, statuses.get(s.id, SHOW_NEW), lang=lang) for s in shows]
+
+
+def _recently_added(
+    db: Session,
+    uid: int,
+    movie_ids: list[int],
+    show_ids: list[int],
+    p: dict,
+    lang: str,
+    f: LibraryFilters,
+) -> list[dict]:
+    """Newest movies + shows, interleaved by `added_at` desc into one rail."""
+    movies = (
+        db.execute(
+            _movie_meta(
+                select(PlexItem).where(
+                    PlexItem.kind == "movie", PlexItem.library_id.in_(movie_ids)
+                ),
+                p,
+                lang,
+                f,
+            )
+            .order_by(PlexItem.added_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        )
+        .scalars()
+        .all()
+        if movie_ids
+        else []
+    )
+    shows = (
+        db.execute(
+            apply_meta_filters(
+                select(PlexShow).where(PlexShow.library_id.in_(show_ids)), PlexShow, p, lang
+            )
+            .order_by(PlexShow.added_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        )
+        .scalars()
+        .all()
+        if show_ids
+        else []
+    )
+    # Merge the two type-homogeneous lists by added_at, then serialize each side in one batch so the
+    # per-card state lookups stay batched (no N+1). Same `or NO_TS` key as the two rails below — a
+    # review found this one still on the older `(is not None, value)` form, i.e. one rule in two
+    # spellings, with the two comments explaining it differently.
+    tagged = [(m.added_at, "movie", m) for m in movies] + [(s.added_at, "show", s) for s in shows]
+    tagged.sort(key=lambda t: t[0] or rollup.NO_TS, reverse=True)
+    top = tagged[:RAIL_LIMIT]
+    # Key the serialized cards back by rating_key (globally unique in Plex — a movie and a show never
+    # share one), so the merge doesn't depend on object identity staying alive.
+    top_movies = [o for _, kind, o in top if kind == "movie"]
+    top_shows = [o for _, kind, o in top if kind == "show"]
+    mcards = {
+        m.rating_key: c
+        for m, c in zip(top_movies, _movie_cards(db, uid, top_movies, lang), strict=True)
+    }
+    scards = {
+        s.rating_key: c
+        for s, c in zip(top_shows, _show_cards(db, uid, top_shows, lang), strict=True)
+    }
+    return [mcards[o.rating_key] if kind == "movie" else scards[o.rating_key] for _, kind, o in top]
+
+
+def _recently_watched(
+    db: Session,
+    uid: int,
+    movie_ids: list[int],
+    show_ids: list[int],
+    p: dict,
+    lang: str,
+    f: LibraryFilters,
+) -> list[dict]:
+    """Recently watched rail: the titles the user last FULLY watched, newest first. A movie is its own
+    card; a show contributes the specific EPISODE watched (carrying its show title). Movies honour the
+    sidebar filters (like the other rails); episodes carry no filterable metadata, so they don't."""
+    rows: list[tuple[datetime | None, dict]] = []  # (watched_at, card)
+    if movie_ids:
+        mq = (
+            select(PlexItem, PlexState)
+            .join(
+                PlexState, and_(PlexState.item_id == PlexItem.id, owned_by(PlexState.user_id, uid))
+            )
+            .where(
+                PlexItem.kind == "movie",
+                PlexItem.library_id.in_(movie_ids),
+                PlexState.status == "watched",
+            )
+        )
+        for it, st in db.execute(
+            _movie_meta(mq, p, lang, f)
+            .order_by(PlexState.watched_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        ).all():
+            rows.append((st.watched_at, leaf_card(it, st, lang=lang)))
+    if show_ids:
+        eq = (
+            select(PlexItem, PlexState, PlexShow)
+            .join(
+                PlexState, and_(PlexState.item_id == PlexItem.id, owned_by(PlexState.user_id, uid))
+            )
+            .join(PlexShow, PlexShow.id == PlexItem.show_id)
+            .where(
+                PlexItem.kind == "episode",
+                PlexItem.library_id.in_(show_ids),
+                PlexState.status == "watched",
+            )
+            .order_by(PlexState.watched_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        )
+        for ep, st, sh in db.execute(eq).all():
+            card = leaf_card(
+                ep, st, show_title=display_title(sh, lang), show_rk=sh.rating_key, lang=lang
+            )
+            rows.append((st.watched_at, card))
+    rows.sort(key=lambda r: r[0] or rollup.NO_TS, reverse=True)
+    return [card for _, card in rows[:RAIL_LIMIT]]
+
+
+def _continue_watching(
+    db: Session,
+    uid: int,
+    movie_ids: list[int],
+    show_ids: list[int],
+    p: dict,
+    lang: str,
+    f: LibraryFilters,
+) -> list[dict]:
+    """Resume rail: in-progress movies + partially-watched shows, most-recently-progressed first.
+    A movie's resume time is its own `progress_updated_at`; a show's is the max across its episodes."""
+    rows: list[tuple[datetime | None, dict]] = []  # (resumed_at, card)
+
+    if movie_ids:
+        mq = (
+            select(PlexItem, PlexState)
+            .join(
+                PlexState,
+                and_(PlexState.item_id == PlexItem.id, owned_by(PlexState.user_id, uid)),
+            )
+            .where(
+                PlexItem.kind == "movie",
+                PlexItem.library_id.in_(movie_ids),
+                PlexState.position_seconds > 0,
+                # A NULL status is still "started" (mirrors apply_movie_state_filter's in_progress) —
+                # `notin_` alone would drop it, since `NULL NOT IN (...)` is NULL, not TRUE.
+                or_(
+                    PlexState.status.is_(None),
+                    PlexState.status.notin_(["watched", "hidden"]),
+                ),
+            )
+        )
+        mrows = db.execute(
+            _movie_meta(mq, p, lang, f)
+            .order_by(PlexState.progress_updated_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        ).all()
+        for it, st in mrows:
+            rows.append((st.progress_updated_at, movie_card(it, st, lang=lang)))
+
+    if show_ids:
+        # Reuse the shared per-show episode rollup (total/watched/inprog) rather than re-inlining it, plus
+        # its `resumed_at` = max(progress_updated_at); the in-progress predicate comes from the same shared
+        # `apply_show_state_filter` the grid uses, so the rail can't drift from the grid's definition.
+        prog = rollup.agg_subquery(db, uid, include_resumed=True).subquery()
+        sq = apply_show_state_filter(
+            select(PlexShow, prog.c.resumed_at, prog.c.total, prog.c.watched, prog.c.inprog).join(
+                prog, prog.c.show_id == PlexShow.id
+            ),
+            prog.c.total,
+            prog.c.watched,
+            prog.c.inprog,
+            "in_progress",
+        ).where(PlexShow.library_id.in_(show_ids))
+        srows = db.execute(
+            apply_meta_filters(sq, PlexShow, p, lang)
+            .order_by(prog.c.resumed_at.desc().nullslast())
+            .limit(RAIL_LIMIT)
+        ).all()
+        for sh, resumed_at, total, watched, inprog in srows:
+            state = rollup.show_state(total, watched, inprog)
+            rows.append((resumed_at, show_card(sh, state, lang=lang)))
+
+    rows.sort(key=lambda r: r[0] or rollup.NO_TS, reverse=True)
+    return [card for _, card in rows[:RAIL_LIMIT]]
+
+
+def _genre_tiles(
+    db: Session, movie_ids: list[int], show_ids: list[int], p: dict, lang: str
+) -> list[dict]:
+    """The most-common genres across the scope, as {value, count} tiles → tap to filter the grid.
+    The genre vocabulary is language-specific (coalesce(genres_hu, genres) in HU), matching the grid.
+    The active metadata filters narrow the counts too, so the tiles agree with the filtered rails."""
+    counts: dict[str, int] = {}
+    for model, ids in ((PlexItem, movie_ids), (PlexShow, show_ids)):
+        if not ids:
+            continue
+        gcol = genres_col(model, lang)
+        base = select(func.jsonb_array_elements_text(gcol).label("g")).where(
+            model.library_id.in_(ids),
+            func.jsonb_typeof(gcol) == "array",
+            *meta_filter_conds(model, p, lang),
+        )
+        if model is PlexItem:
+            base = base.where(model.kind == "movie")
+        expanded = base.subquery()
+        for g, c in db.execute(select(expanded.c.g, func.count()).group_by(expanded.c.g)).all():
+            counts[g] = counts.get(g, 0) + c
+    alpha = {w: i for i, w in enumerate(sorted_words(db, list(counts), lang))}
+    top = sorted(counts.items(), key=lambda kv: (-kv[1], alpha[kv[0]]))[:GENRE_TILES]
+    # A 2×2 poster collage per tile: the top movies in that genre (color hash is the client fallback).
+    art = top_art_keys(
+        db,
+        PlexItem,
+        movie_ids,
+        genres_col(PlexItem, lang),
+        [g for g, _ in top],
+        extra_conds=(PlexItem.kind == "movie", *meta_filter_conds(PlexItem, p, lang)),
+    )
+    return [{"value": g, "count": c, "art": art.get(g, [])} for g, c in top]
+
+
+def _because_you_watched(
+    db: Session,
+    uid: int,
+    movie_ids: list[int],
+    show_ids: list[int],
+    p: dict,
+    lang: str,
+    f: LibraryFilters,
+) -> dict | None:
+    """Recommendations anchored on the user's most-recently-watched, TMDB-enriched movie. Only the
+    recs that resolve to OUR library (by guid) become cards — the rest aren't actionable here. Returns
+    None (rail hidden) when there's no enriched watch history or none of its recs are in the library.
+    The metadata filters narrow the resolved recs (not the anchor pick) so the rail matches the grid."""
+    if not movie_ids:
+        return None
+    anchor = (
+        db.execute(
+            select(PlexItem)
+            .join(
+                PlexState,
+                and_(PlexState.item_id == PlexItem.id, owned_by(PlexState.user_id, uid)),
+            )
+            .where(
+                PlexItem.kind == "movie",
+                PlexItem.library_id.in_(movie_ids),
+                PlexState.status == "watched",
+                PlexItem.recommendations.isnot(None),
+            )
+            .order_by(PlexState.watched_at.desc().nullslast())
+            .limit(1)
+        )
+        .scalars()
+        .first()
+    )
+    if anchor is None:
+        return None
+    resolved = resolve_recs(db, anchor.recommendations, lang=lang)
+    # Preserve TMDB's recommendation order, keep only in-library hits, and drop the anchor itself.
+    rks = [
+        r["rating_key"]
+        for r in resolved
+        if r.get("in_library") and r.get("rating_key") != anchor.rating_key
+    ]
+    if not rks:
+        return None
+    movies = {
+        m.rating_key: m
+        for m in db.execute(
+            _movie_meta(
+                select(PlexItem).where(PlexItem.kind == "movie", PlexItem.rating_key.in_(rks)),
+                p,
+                lang,
+                f,
+            )
+        )
+        .scalars()
+        .all()
+    }
+    shows = {
+        s.rating_key: s
+        for s in db.execute(
+            apply_meta_filters(
+                select(PlexShow).where(PlexShow.rating_key.in_(rks)), PlexShow, p, lang
+            )
+        )
+        .scalars()
+        .all()
+    }
+    ordered_movies = [movies[rk] for rk in rks if rk in movies]
+    ordered_shows = [shows[rk] for rk in rks if rk in shows]
+    # rating_key is globally unique in Plex, so it keys the serialized cards back safely (no id()).
+    mcards = {
+        m.rating_key: c
+        for m, c in zip(ordered_movies, _movie_cards(db, uid, ordered_movies, lang), strict=True)
+    }
+    scards = {
+        s.rating_key: c
+        for s, c in zip(ordered_shows, _show_cards(db, uid, ordered_shows, lang), strict=True)
+    }
+    items: list[dict] = []
+    for rk in rks:
+        if rk in mcards:
+            items.append(mcards[rk])
+        elif rk in scards:
+            items.append(scards[rk])
+    if not items:
+        return None
+    return {
+        "anchor": {"id": anchor.rating_key, "title": display_title(anchor, lang)},
+        "items": items,
+    }
+
+
+def discover_page(db: Session, user: User, scope: str, lang: str, f: LibraryFilters) -> dict:
+    """The Discover landing payload — every rail in one pass (serve-from-DB), narrowed by the active
+    sidebar filters. Empty rails come back as empty lists (the client hides them); `because_you_watched`
+    is null when there's no anchor. `lang` is already normalised."""
+    p = f.as_dict()
+    movie_ids, show_ids = _scope_libs(db, scope)
+    return {
+        "scope": scope,
+        "continue_watching": _continue_watching(db, user.id, movie_ids, show_ids, p, lang, f),
+        "recently_watched": _recently_watched(db, user.id, movie_ids, show_ids, p, lang, f),
+        "recently_added": _recently_added(db, user.id, movie_ids, show_ids, p, lang, f),
+        "genres": _genre_tiles(db, movie_ids, show_ids, p, lang),
+        "because_you_watched": _because_you_watched(db, user.id, movie_ids, show_ids, p, lang, f),
+    }
+
+
+def _draw(db: Session, stmt, key_col, per: int, exclude: list[str]) -> list:
+    """`per` random rows of `stmt`, the previous draw's (`exclude`) left out while the pool allows: a
+    reshuffle over a small filtered pool kept dealing the same few titles. What the fresh rows leave
+    short is topped up from the excluded ones, so a pool smaller than a draw still fills the rail."""
+    fresh = (
+        db.execute(stmt.where(key_col.not_in(exclude)).order_by(func.random()).limit(per))
+        .scalars()
+        .all()
+        if exclude
+        else []
+    )
+    if len(fresh) == per:
+        return list(fresh)
+    taken = [key_col.not_in([r.rating_key for r in fresh])] if fresh else []
+    rest = db.execute(stmt.where(*taken).order_by(func.random()).limit(per - len(fresh))).scalars()
+    return [*fresh, *rest.all()]
+
+
+def _kept(
+    db: Session, uid: int, movie_ids: list[int], show_ids: list[int], keep: list[str], lang: str
+) -> list[dict]:
+    """The `keep` titles' cards in their given order, as they stand now: a title watched since the draw
+    stays in it, marked watched, and one gone from the scope's libraries drops out."""
+    movies = (
+        db.execute(
+            select(PlexItem).where(
+                PlexItem.kind == "movie",
+                PlexItem.library_id.in_(movie_ids),
+                PlexItem.rating_key.in_(keep),
+            )
+        )
+        .scalars()
+        .all()
+        if movie_ids
+        else []
+    )
+    shows = (
+        db.execute(
+            select(PlexShow).where(PlexShow.library_id.in_(show_ids), PlexShow.rating_key.in_(keep))
+        )
+        .scalars()
+        .all()
+        if show_ids
+        else []
+    )
+    cards = {
+        c["id"]: c
+        for c in [
+            *_movie_cards(db, uid, list(movies), lang),
+            *_show_cards(db, uid, list(shows), lang),
+        ]
+    }
+    return [cards[k] for k in keep if k in cards]
+
+
+def surprise(
+    db: Session,
+    user: User,
+    scope: str,
+    lang: str,
+    limit: int,
+    exclude: list[str],
+    keep: list[str],
+    f: LibraryFilters,
+) -> dict:
+    """A fresh random sample for the reshuffling Surprise-me rail (a random draw each call), narrowed by
+    the active filters. Only titles the user has NOT seen — a watched movie / a fully-watched show is
+    excluded (the point is to surface something to watch). Capped at SURPRISE_PER_KIND movies +
+    SURPRISE_PER_KIND shows, drawn separately then interleaved so a lopsided library doesn't crowd out
+    one type."""
+    p = f.as_dict()
+    movie_ids, show_ids = _scope_libs(db, scope)
+    if keep:
+        return {"scope": scope, "items": _kept(db, user.id, movie_ids, show_ids, keep, lang)}
+    per = min(limit, SURPRISE_PER_KIND)
+    movies = []
+    if movie_ids:
+        # Exclude movies this user has watched.
+        watched_movie = (
+            select(PlexState.id)
+            .where(
+                PlexState.item_id == PlexItem.id,
+                owned_by(PlexState.user_id, user),
+                PlexState.status == "watched",
+            )
+            .exists()
+        )
+        movies = _draw(
+            db,
+            _movie_meta(
+                select(PlexItem).where(
+                    PlexItem.kind == "movie",
+                    PlexItem.library_id.in_(movie_ids),
+                    ~watched_movie,
+                ),
+                p,
+                lang,
+                f,
+            ),
+            PlexItem.rating_key,
+            per,
+            exclude,
+        )
+    shows = []
+    if show_ids:
+        # Exclude fully-watched shows (LEFT JOIN so a never-started show — no rollup row — still counts
+        # as unseen). `total IS NULL / == 0 / watched < total` == "not fully watched".
+        prog = rollup.agg_subquery(db, user.id).subquery()
+        not_fully_watched = or_(
+            prog.c.total.is_(None), prog.c.total == 0, prog.c.watched < prog.c.total
+        )
+        shows = _draw(
+            db,
+            apply_meta_filters(
+                select(PlexShow)
+                .outerjoin(prog, prog.c.show_id == PlexShow.id)
+                .where(PlexShow.library_id.in_(show_ids), not_fully_watched),
+                PlexShow,
+                p,
+                lang,
+            ),
+            PlexShow.rating_key,
+            per,
+            exclude,
+        )
+    mcards = _movie_cards(db, user.id, movies, lang)
+    scards = _show_cards(db, user.id, shows, lang)
+    # Interleave movie/show cards, then trim to `limit`.
+    items: list[dict] = []
+    for i in range(max(len(mcards), len(scards))):
+        if i < len(mcards):
+            items.append(mcards[i])
+        if i < len(scards):
+            items.append(scards[i])
+    return {"scope": scope, "items": items[:limit]}

backend/app/plex/imgcache.py

@@ -15,7 +15,7 @@ from fastapi import Response
 from sqlalchemy.orm import Session
 
 from app import logs
-from app.models import PlexCollection, PlexItem, PlexSeason, PlexShow
+from app.plex.models import PlexCollection, PlexItem, PlexSeason, PlexShow
 from app.plex.cache import CACHE_DIR
 from app.plex.lookups import by_rating_key
 

backend/app/plex/library.py

@@ -0,0 +1,473 @@
+"""The Plex browse grid's reads: the unified movies + shows feed, its search, and its facets.
+
+A user's watch state is joined through `userscope`; the feed and its facets share every filter
+(`plex.query`), so a facet count is the size of what the grid would show.
+"""
+
+from sqlalchemy import Boolean, Integer, String, and_, cast, func, literal, null, or_, select
+from sqlalchemy.orm import Session, aliased
+
+from app.collation import collated, sorted_words
+from app.models import User
+from app.plex import rollup
+from app.plex.cards import norm_lang
+from app.plex.models import PlexItem, PlexShow, PlexState
+from app.plex.query import (
+    FIELD_COLUMNS,
+    PLAYBACK_CLASSES,
+    TS_CONFIG,
+    LibraryFilters,
+    apply_meta_filters,
+    apply_movie_state_filter,
+    apply_show_state_filter,
+    content_libs,
+    field_recheck,
+    genres_col,
+    meta_filter_conds,
+    movie_status_case,
+    playable_conds,
+    playback_class_expr,
+    show_status_case,
+    split_csv,
+    summary_col,
+    title_col,
+    vector_col,
+    vector_match,
+)
+from app.userscope import owned_by
+from app.utils import to_tsquery_str
+
+
+def sort_column(u, sort: str, lang: str = "en"):
+    """The browse grid's sort key -> orderable column on the union subquery. Module-level (not inline
+    in the handler) so a test can pin its vocabulary to `PLEX_SORT_KEYS` — a key the Sort control
+    offers but this cannot order would quietly fall back to `added_at` and look like a broken control.
+    An unknown key (a stale bookmark, a hand-edited URL) deliberately keeps that fallback. The title sorts
+    in the reader's alphabet (`collation`)."""
+    return {
+        "added": u.c.added_at,
+        "title": collated(u.c.title, lang),
+        "year": u.c.year,
+        "rating": u.c.rating,
+        "duration": u.c.duration_s,
+        "release": u.c.rel,
+        "lastwatched": u.c.last_watched,
+    }.get(sort, u.c.added_at)
+
+
+def library_page(
+    db: Session,
+    user: User,
+    *,
+    scope: str,
+    q: str | None,
+    field: str,
+    sort: str,
+    sort_dir: str,
+    show: str,
+    lang: str,
+    offset: int,
+    limit: int,
+    f: LibraryFilters,
+) -> tuple[int, list, list]:
+    """One page of the unified cross-library browse: (total, rows, episodes). `rows` mixes movies
+    and shows (`kind` says which), scoped to movie|show|both, with the shared filters/search/watch
+    state (a show's state is the aggregate of its episodes). On a search that also matches episodes
+    (and shows are in scope), `episodes` holds the matching ones as (item, state, show) — the
+    grouped 'Episodes' section. `lang` is already normalised."""
+    p = f.as_dict()
+    movie_lib_ids, show_lib_ids = content_libs(db)
+    want_movies = scope in ("movie", "both") and bool(movie_lib_ids)
+    want_shows = scope in ("show", "both") and bool(show_lib_ids)
+
+    ts = to_tsquery_str(q) if q else None
+    tsq = func.to_tsquery(TS_CONFIG, ts) if ts else None
+    if field not in FIELD_COLUMNS and field != "all":
+        field = "all"
+    # `episode` scope targets episode rows only — the movie/show grid stays empty; the recheck for
+    # the specific title/people/summary fields is a strict narrowing on top of the GIN prefilter.
+    grid_field = field != "episode"
+    recheck = field_recheck if tsq is not None and field not in ("all", "episode") else None
+
+    selects = []
+    if want_movies and grid_field:
+        st = aliased(PlexState)
+        m_status = movie_status_case(st)
+        mq = (
+            select(
+                PlexItem.rating_key.label("rk"),
+                literal("movie").label("kind"),
+                title_col(PlexItem, lang).label("title"),
+                PlexItem.year.label("year"),
+                PlexItem.rating.label("rating"),
+                # Truncated so the card hover-overview costs a few hundred bytes, not the full synopsis.
+                func.left(summary_col(PlexItem, lang), 300).label("summary"),
+                PlexItem.added_at.label("added_at"),
+                PlexItem.originally_available_at.label("rel"),
+                PlexItem.duration_s.label("duration_s"),
+                PlexItem.playable.label("playable"),
+                PlexItem.transcode_hw.label("transcode_hw"),
+                cast(null(), Integer).label("season_count"),
+                func.coalesce(st.position_seconds, 0).label("position_seconds"),
+                m_status.label("status"),
+                literal(False).label("resumable"),
+                # "last watched" sort key: when the movie was last resumed, else when it was marked
+                # watched. NULL for never-touched movies → nullslast sinks them (see the sort dict).
+                func.coalesce(st.progress_updated_at, st.watched_at).label("last_watched"),
+                (
+                    func.ts_rank(vector_col(PlexItem, lang), tsq)
+                    if tsq is not None
+                    else literal(0.0)
+                ).label("rank"),
+            )
+            .outerjoin(st, and_(st.item_id == PlexItem.id, owned_by(st.user_id, user)))
+            .where(PlexItem.kind == "movie", PlexItem.library_id.in_(movie_lib_ids))
+        )
+        mq = apply_movie_state_filter(mq, st, show)
+        mq = apply_meta_filters(mq, PlexItem, p, lang)
+        if f.duration_min is not None:
+            mq = mq.where(PlexItem.duration_s >= f.duration_min)
+        if f.duration_max is not None:
+            mq = mq.where(PlexItem.duration_s <= f.duration_max)
+        # Playback-class filter (movie-only — a show is an aggregate with no single class).
+        mq = mq.where(*playable_conds(split_csv(f.playable)))
+        if tsq is not None:
+            mq = mq.where(vector_match(PlexItem, lang, tsq))
+        if recheck is not None and (narrow := recheck(PlexItem, field, tsq, lang)) is not None:
+            mq = mq.where(narrow)
+        selects.append(mq)
+    if want_shows and grid_field:
+        agg = rollup.agg_subquery(db, user.id, include_resumed=True).subquery()
+        tot = func.coalesce(agg.c.total, 0)
+        wat = func.coalesce(agg.c.watched, 0)
+        inp = func.coalesce(agg.c.inprog, 0)
+        s_status = show_status_case(tot, wat, inp)
+        sq = (
+            select(
+                PlexShow.rating_key.label("rk"),
+                literal("show").label("kind"),
+                title_col(PlexShow, lang).label("title"),
+                PlexShow.year.label("year"),
+                PlexShow.rating.label("rating"),
+                func.left(summary_col(PlexShow, lang), 300).label("summary"),
+                PlexShow.added_at.label("added_at"),
+                PlexShow.originally_available_at.label("rel"),
+                cast(null(), Integer).label("duration_s"),
+                cast(null(), String).label("playable"),
+                cast(null(), Boolean).label("transcode_hw"),
+                PlexShow.child_count.label("season_count"),
+                literal(0).label("position_seconds"),
+                s_status.label("status"),
+                # An episode holds a resume point (`ShowState.resumable`, the card's Continue + Restart).
+                (inp > 0).label("resumable"),
+                # Show leg's "last watched": max(resume/watched time) across the show's episodes (see
+                # rollup.agg_subquery include_resumed). NULL for a never-watched show → nullslast.
+                agg.c.resumed_at.label("last_watched"),
+                (
+                    func.ts_rank(vector_col(PlexShow, lang), tsq)
+                    if tsq is not None
+                    else literal(0.0)
+                ).label("rank"),
+            )
+            .outerjoin(agg, agg.c.show_id == PlexShow.id)
+            .where(PlexShow.library_id.in_(show_lib_ids))
+        )
+        sq = apply_show_state_filter(sq, tot, wat, inp, show)
+        sq = apply_meta_filters(sq, PlexShow, p, lang)
+        if tsq is not None:
+            sq = sq.where(vector_match(PlexShow, lang, tsq))
+        if recheck is not None and (narrow := recheck(PlexShow, field, tsq, lang)) is not None:
+            sq = sq.where(narrow)
+        selects.append(sq)
+
+    total = 0
+    rows: list = []
+    if selects:
+        union = selects[0] if len(selects) == 1 else selects[0].union_all(*selects[1:])
+        u = union.subquery()
+        total = db.scalar(select(func.count()).select_from(u)) or 0
+
+        if tsq is not None:
+            order = [u.c.rank.desc()]
+        else:
+            col = sort_column(u, sort, lang)
+            order = [(col.asc() if sort_dir == "asc" else col.desc()).nullslast()]
+        order.append(u.c.rk.desc())
+        rows = list(db.execute(select(u).order_by(*order).offset(offset).limit(limit)).all())
+
+    # Episode "grouped result" section: shown for Everywhere (full-vector match, today's behaviour)
+    # and for the Episode scope (title-only match, empty item grid). The title/people/summary scopes
+    # target the movie/show grid, so they suppress episodes.
+    eps: list = []
+    if tsq is not None and want_shows and field in ("all", "episode"):
+        ep_st = aliased(PlexState)
+        # In HU an episode is found by its Hungarian title too (the overlay fills it) — and
+        # still by its English one, like `vector_match` does for the grid.
+        if field == "episode":
+            ep_vec = func.to_tsvector(TS_CONFIG, func.coalesce(PlexItem.title, ""))
+            ep_vec_hu = func.to_tsvector(TS_CONFIG, func.coalesce(PlexItem.title_hu, ""))
+        else:
+            ep_vec, ep_vec_hu = PlexItem.search_vector, PlexItem.search_vector_hu
+        hit = ep_vec.op("@@")(tsq)
+        if lang == "hu":
+            hit = or_(ep_vec_hu.op("@@")(tsq), hit)
+            ep_vec = ep_vec_hu
+        eps = list(
+            db.execute(
+                select(PlexItem, ep_st, PlexShow)
+                .outerjoin(ep_st, and_(ep_st.item_id == PlexItem.id, owned_by(ep_st.user_id, user)))
+                .outerjoin(PlexShow, PlexShow.id == PlexItem.show_id)
+                .where(
+                    PlexItem.kind == "episode",
+                    PlexItem.library_id.in_(show_lib_ids),
+                    hit,
+                )
+                .order_by(func.ts_rank(ep_vec, tsq).desc())
+                .limit(24)
+            ).all()
+        )
+
+    return total, rows, eps
+
+
+def facets(db: Session, user: User, *, scope: str, show: str, lang: str, f: LibraryFilters) -> dict:
+    """Available filter values for the unified library (scope movie|show|both), ADAPTED to the active
+    filters (faceted search): each group's values/bounds are computed with all the OTHER active
+    filters applied but NOT its own — so selecting a filter narrows what the other groups offer, while
+    a multi-select group still lets you add more. Merged across the scope's libraries; duration is
+    movie-only. (Search text is not factored in — facets track the sidebar filters.) `lang` is
+    normalised here, after the empty answer."""
+    empty = {
+        "genres": [],
+        "content_ratings": [],
+        "studios": [],
+        "playable": [],
+        "year_min": None,
+        "year_max": None,
+        "rating_max": None,
+        "duration_min": None,
+        "duration_max": None,
+    }
+    all_movie_ids, all_show_ids = content_libs(db)
+    movie_ids = all_movie_ids if scope in ("movie", "both") else []
+    show_ids = all_show_ids if scope in ("show", "both") else []
+    if not movie_ids and not show_ids:
+        return empty
+    lang = norm_lang(lang)
+    p = f.as_dict()
+
+    uid = user.id
+
+    # The shows that pass the watch-state scope, asked ONCE. The per-user episode rollup behind it is a
+    # full pass over the user's episodes (~10 ms on a prod-sized library), and each of the show groups
+    # (genres, ratings, studios, years, rating max) asked it again: half of a filtered facets call.
+    # The same filter on the same rows, so the counts do not change
+    # (test_plex_facets_grid_parity).
+    shows_in_scope: list[int] | None = None
+    if show_ids and show in ("watched", "in_progress", "unwatched"):
+        agg = rollup.agg_subquery(db, uid).subquery()
+        in_scope = select(PlexShow.id).outerjoin(agg, agg.c.show_id == PlexShow.id)
+        in_scope = apply_show_state_filter(
+            in_scope,
+            func.coalesce(agg.c.total, 0),
+            func.coalesce(agg.c.watched, 0),
+            func.coalesce(agg.c.inprog, 0),
+            show,
+        )
+        shows_in_scope = list(db.scalars(in_scope.where(PlexShow.library_id.in_(show_ids))))
+
+    def wsq(query, model, ids, pp, kind_movie, with_dur):
+        """Apply the (self-excluded) metadata filters + library scope + the per-user watch-state to a
+        facet aggregation query, so the facets reflect exactly the visible result set."""
+        query = query.where(model.library_id.in_(ids), *meta_filter_conds(model, pp, lang))
+        if kind_movie:
+            query = query.where(model.kind == "movie")
+            if with_dur and pp.get("duration_min") is not None:
+                query = query.where(model.duration_s >= pp["duration_min"])
+            if with_dur and pp.get("duration_max") is not None:
+                query = query.where(model.duration_s <= pp["duration_max"])
+            # Playback-class filter (movie-only) — applied for the OTHER groups so an active class
+            # narrows them; the playable facet itself passes pp with playable=None (self-exclusion).
+            query = query.where(*playable_conds(split_csv(pp.get("playable"))))
+            # Join watch-state and reuse the grid's exact movie state filter (unified_library) —
+            # hidden movies never appear in the grid, so they must not inflate facet counts/bounds either.
+            st = aliased(PlexState)
+            query = query.outerjoin(st, and_(st.item_id == model.id, owned_by(st.user_id, uid)))
+            query = apply_movie_state_filter(query, st, show)
+        elif shows_in_scope is not None:
+            query = query.where(model.id.in_(shows_in_scope))
+        return query
+
+    genre_counts: dict[str, int] = {}
+    cr_counts: dict[str, int] = {}
+    studio_counts: dict[str, int] = {}
+    playable_counts: dict[str, int] = {}
+    years: list[int] = []
+    ratings: list[float] = []
+    durs: list[int] = []
+
+    def per_table(model, ids, kind_movie: bool) -> None:
+        if not ids:
+            return
+        # Genres — in "any"/OR mode, exclude the genre filter itself so each offered genre is a valid
+        # OR-addition that only widens (keep adding). In "all"/AND mode, KEEP the filter applied so we
+        # offer only genres that CO-OCCUR on the current result set — a non-co-occurring genre would AND
+        # the result down to zero, i.e. a dead-end chip. (The already-selected genres still appear, since
+        # every matching title carries them, so they stay togglable.)
+        genre_pp = p if p.get("genre_mode") == "all" else {**p, "genres": None}
+        # Only rows whose `genres` is a JSON array can be unnested. A genre-less item stores JSON
+        # `null` (SQLAlchemy's JSONB persists a Python None as JSON null, not SQL NULL), and
+        # jsonb_array_elements_text() raises on a scalar ("cannot extract elements from a scalar") —
+        # so a single metadata-poor library (e.g. one bare Shows library with no genres) 500'd the
+        # whole facets endpoint. Mirror the exact guard people.py already applies to the same columns.
+        # In HU the vocabulary comes from the active-language genre column (coalesce(genres_hu, genres)).
+        gcol = genres_col(model, lang)
+        expanded = (
+            wsq(
+                select(func.jsonb_array_elements_text(gcol).label("g")),
+                model,
+                ids,
+                genre_pp,
+                kind_movie,
+                True,
+            )
+            .where(func.jsonb_typeof(gcol) == "array")
+            .subquery()
+        )
+        for g, c in db.execute(select(expanded.c.g, func.count()).group_by(expanded.c.g)).all():
+            genre_counts[g] = genre_counts.get(g, 0) + c
+        # Content ratings — exclude its own.
+        crq = (
+            wsq(
+                select(model.content_rating, func.count()),
+                model,
+                ids,
+                {**p, "content_ratings": None},
+                kind_movie,
+                True,
+            )
+            .where(model.content_rating.isnot(None))
+            .group_by(model.content_rating)
+        )
+        for cr, c in db.execute(crq).all():
+            cr_counts[cr] = cr_counts.get(cr, 0) + c
+        # Studios — exclude its own (each offered studio is a valid OR-addition that only widens).
+        stq = (
+            wsq(
+                select(model.studio, func.count()),
+                model,
+                ids,
+                {**p, "studios": None},
+                kind_movie,
+                True,
+            )
+            .where(model.studio.isnot(None))
+            .group_by(model.studio)
+        )
+        for s, c in db.execute(stq).all():
+            studio_counts[s] = studio_counts.get(s, 0) + c
+        # Playback class (movie-only) — exclude its own so each class stays an addable OR option.
+        if kind_movie:
+            pcls = playback_class_expr()
+            pcq = (
+                wsq(
+                    select(pcls.label("cls"), func.count()),
+                    model,
+                    ids,
+                    {**p, "playable": None},
+                    kind_movie,
+                    True,
+                )
+                .where(pcls.isnot(None))
+                .group_by(pcls)
+            )
+            for cls, c in db.execute(pcq).all():
+                playable_counts[cls] = playable_counts.get(cls, 0) + c
+        # Year bounds — exclude the year filter.
+        by = db.execute(
+            wsq(
+                select(func.min(model.year), func.max(model.year)),
+                model,
+                ids,
+                {**p, "year_min": None, "year_max": None},
+                kind_movie,
+                True,
+            )
+        ).one()
+        if by[0] is not None:
+            years.append(by[0])
+        if by[1] is not None:
+            years.append(by[1])
+        # Rating max — exclude the rating filter. Coalesce(imdb, audience) to match the score the
+        # rating filter and the UI badge use (IMDb preferred, audience fallback).
+        br = db.scalar(
+            wsq(
+                select(func.max(func.coalesce(model.imdb_rating, model.rating))),
+                model,
+                ids,
+                {**p, "rating_min": None},
+                kind_movie,
+                True,
+            )
+        )
+        if br is not None:
+            ratings.append(float(br))
+        # Duration bounds (movies) — exclude the duration filter.
+        if kind_movie:
+            bd = db.execute(
+                wsq(
+                    select(func.min(model.duration_s), func.max(model.duration_s)),
+                    model,
+                    ids,
+                    p,
+                    kind_movie,
+                    False,
+                )
+            ).one()
+            if bd[0] is not None:
+                durs.append(bd[0])
+            if bd[1] is not None:
+                durs.append(bd[1])
+
+    per_table(PlexItem, movie_ids, True)
+    per_table(PlexShow, show_ids, False)
+    # Always surface the actively-selected genres (even a zero-match AND combo, where they'd otherwise
+    # be absent): the sidebar renders genres solely from this list and hides the whole genre section —
+    # chips AND the Any/All toggle — when it's empty, which would trap the user with no per-chip way to
+    # undo a zero-result selection. Count 0 is fine (genre chips don't display counts).
+    for g in split_csv(f.genres):
+        genre_counts.setdefault(g, 0)
+    # Same for the actively-selected studios, so a selected studio stays removable even at zero matches.
+    for s in split_csv(f.studios):
+        studio_counts.setdefault(s, 0)
+    # Keep an actively-selected playback class visible even at zero matches (the sidebar hides the whole
+    # section when its facet list is empty, which would trap a zero-result selection with no way to undo).
+    for c in split_csv(f.playable):
+        if c in PLAYBACK_CLASSES:
+            playable_counts.setdefault(c, 0)
+    # Names in the reader's alphabet: the genres are Hungarian words for a Hungarian reader.
+    alpha = {w: i for i, w in enumerate(sorted_words(db, [*genre_counts, *studio_counts], lang))}
+    return {
+        "genres": [
+            {"value": g, "count": c}
+            for g, c in sorted(genre_counts.items(), key=lambda kv: alpha[kv[0]])
+        ],
+        "content_ratings": [
+            {"value": cr, "count": c} for cr, c in sorted(cr_counts.items(), key=lambda kv: -kv[1])
+        ],
+        "studios": [
+            {"value": s, "count": c}
+            for s, c in sorted(studio_counts.items(), key=lambda kv: (-kv[1], alpha[kv[0]]))
+        ],
+        # Fixed good→heavy order (not by count), so the class list reads as a severity scale.
+        "playable": [
+            {"value": c, "count": playable_counts[c]}
+            for c in PLAYBACK_CLASSES
+            if c in playable_counts
+        ],
+        "year_min": min(years) if years else None,
+        "year_max": max(years) if years else None,
+        "rating_max": max(ratings) if ratings else None,
+        "duration_min": min(durs) if durs else None,
+        "duration_max": max(durs) if durs else None,
+    }

backend/app/plex/models.py

@@ -0,0 +1,463 @@
+"""Plex's tables: a self-contained catalog mirrored from a local Plex server — libraries, shows,
+seasons, items, people, collections, the server's playlists — and each user's private part of it:
+watch state, the account link, their own playlists. Only this unit writes them; another unit reads
+them along a declared edge, or asks this unit's service."""
+
+from datetime import datetime
+
+from sqlalchemy import (
+    BigInteger,
+    Boolean,
+    Computed,
+    Date,
+    DateTime,
+    Float,
+    ForeignKey,
+    Index,
+    Integer,
+    JSON,
+    String,
+    Text,
+    UniqueConstraint,
+)
+from sqlalchemy.dialects.postgresql import JSONB, TSVECTOR
+from sqlalchemy.orm import Mapped, mapped_column
+
+from app.db import Base
+from app.models import TimestampMixin, UpdatedAtMixin
+
+
+# --- Plex integration (optional) -------------------------------------------------------------
+# A dedicated, self-contained catalog mirrored from a locally-reachable Plex server. Playback is
+# from the LOCAL physical file (Plex is metadata only); per-user watch state lives in plex_states
+# so it works for users without a Plex account. Mirrors the app's "shared catalog, private
+# per-user state" model. The weighted FTS search_vector uses the same unaccent_simple config as
+# `videos` (migrations 0031/0032).
+
+
+class PlexLibrary(Base, TimestampMixin, UpdatedAtMixin):
+    """A mirrored Plex library section. Only `enabled` sections are exposed in the feed.
+    `plex_key` is the section id on the Plex server."""
+
+    __tablename__ = "plex_libraries"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    plex_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
+    title: Mapped[str] = mapped_column(String(255))
+    kind: Mapped[str] = mapped_column(String(16))  # "movie" | "show"
+    enabled: Mapped[bool] = mapped_column(Boolean, default=True, server_default="true")
+    synced_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    # HU-overlay support. `metadata_lang` tags the section's metadata language. An OVERLAY
+    # library (overlay_of set) is the Hungarian-metadata twin of another section: it is never browsable
+    # on its own — its titles' HU fields are written onto the matched EN rows (paired by `guid`).
+    metadata_lang: Mapped[str] = mapped_column(String(8), default="en", server_default="en")
+    overlay_of: Mapped[int | None] = mapped_column(
+        ForeignKey("plex_libraries.id", ondelete="SET NULL"), index=True
+    )
+
+
+class PlexShow(Base, TimestampMixin, UpdatedAtMixin):
+    """A TV show (grandparent of episodes) — holds poster + summary for the drill-down page, plus
+    the same filterable metadata as movies (genres/rating/content_rating/studio/people) so the TV
+    grid can be filtered/sorted like the movie grid. All mirrored cheaply from the show listing."""
+
+    __tablename__ = "plex_shows"
+    __table_args__ = (
+        Index("ix_plex_shows_genres_gin", "genres", postgresql_using="gin"),
+        Index("ix_plex_shows_directors_gin", "directors", postgresql_using="gin"),
+        Index("ix_plex_shows_cast_gin", "cast_names", postgresql_using="gin"),
+        Index("ix_plex_shows_genres_hu_gin", "genres_hu", postgresql_using="gin"),
+        # ix_plex_shows_collections_gin already created with collections (migration 0047).
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
+    library_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
+    )
+    # Canonical external id (e.g. "tmdb:12345") — the key that pairs this EN row with its HU-overlay
+    # twin during sync. Indexed for the guid->row overlay match.
+    guid: Mapped[str | None] = mapped_column(String(64), index=True)
+    title: Mapped[str] = mapped_column(String(512))
+    summary: Mapped[str | None] = mapped_column(Text)
+    year: Mapped[int | None] = mapped_column(Integer)
+    thumb_key: Mapped[str | None] = mapped_column(
+        String(512)
+    )  # Plex thumb path (proxied, not stored)
+    art_key: Mapped[str | None] = mapped_column(String(512))
+    child_count: Mapped[int | None] = mapped_column(Integer)  # seasons
+    collection_keys: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # Plex collections this show is in
+    added_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), index=True)
+    # Filterable / orderable metadata mirrored from the show section listing (parallels PlexItem).
+    rating: Mapped[float | None] = mapped_column(Float, index=True)  # Plex audienceRating (~IMDb)
+    content_rating: Mapped[str | None] = mapped_column(String(16), index=True)
+    studio: Mapped[str | None] = mapped_column(String(255), index=True)  # network/studio
+    originally_available_at: Mapped[Date | None] = mapped_column(Date, index=True)  # first air date
+    # none_as_null: an empty tag list must persist as SQL NULL, not JSON `null`. Without it a Python
+    # None round-trips as a JSON scalar that jsonb_array_elements_text() can't unnest ("cannot extract
+    # elements from a scalar") — the trap a metadata-poor library sprang on /facets. Same on plex_items.
+    genres: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    directors: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    cast_names: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    people_text: Mapped[str | None] = mapped_column(
+        Text
+    )  # cast+directors, folded into search_vector
+    # Set once the show's FULL cast has been rich-fetched by the backfill; NULL = still the listing top-3.
+    people_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    # Rich-fetch-only detail fields, persisted by the same backfill that fills the full cast so
+    # the info page serves from this row instead of a live plex.metadata() call. NULL until enriched.
+    imdb_rating: Mapped[float | None] = mapped_column(
+        Float
+    )  # IMDb-specific score (vs `rating` = audienceRating)
+    imdb_id: Mapped[str | None] = mapped_column(String(16))  # tt… → the clickable IMDb link
+    tagline: Mapped[str | None] = mapped_column(Text)
+    full_cast: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # ordered [{name, role, thumb}]
+    # --- TMDB enrichment: see the identical block on plex_items for the full rationale. Additive;
+    #     served from the row; NULL until enriched. (`budget`/`revenue` stay NULL for shows — TV has none.) ---
+    tmdb_id: Mapped[int | None] = mapped_column(Integer)
+    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    tmdb_rating: Mapped[float | None] = mapped_column(Float)  # TMDb vote_average (0–10)
+    tmdb_vote_count: Mapped[int | None] = mapped_column(Integer)
+    budget: Mapped[int | None] = mapped_column(BigInteger)
+    revenue: Mapped[int | None] = mapped_column(BigInteger)
+    keywords: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
+    crew: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # [{name, job, tmdb_id, thumb}]
+    studios: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # TMDB production companies [str]
+    production_countries: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
+    recommendations: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    backdrops: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    # Hungarian-metadata twin fields, written by the overlay sync. NULL = no HU twin matched,
+    # so serving falls back to the EN columns. `people_text` is language-neutral, reused for both vectors.
+    title_hu: Mapped[str | None] = mapped_column(String(512))
+    tagline_hu: Mapped[str | None] = mapped_column(Text)  # the HU overlay's tagline
+    summary_hu: Mapped[str | None] = mapped_column(Text)
+    genres_hu: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    search_vector: Mapped[object | None] = mapped_column(
+        TSVECTOR,
+        Computed(
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(title, '')), 'A') || "
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
+            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary, ''), 1000)), 'C')",
+            persisted=True,
+        ),
+    )
+    search_vector_hu: Mapped[object | None] = mapped_column(
+        TSVECTOR,
+        Computed(
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(title_hu, '')), 'A') || "
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
+            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary_hu, ''), 1000)), 'C')",
+            persisted=True,
+        ),
+    )
+
+
+class PlexSeason(Base, TimestampMixin, UpdatedAtMixin):
+    """A season under a show — used to order episodes for prev/next stepping."""
+
+    __tablename__ = "plex_seasons"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
+    show_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_shows.id", ondelete="CASCADE"), index=True
+    )
+    title: Mapped[str | None] = mapped_column(String(255))
+    season_number: Mapped[int | None] = mapped_column(Integer, index=True)
+    thumb_key: Mapped[str | None] = mapped_column(String(512))
+
+
+class PlexItem(Base, TimestampMixin, UpdatedAtMixin):
+    """A playable LEAF — a movie or a single episode. This is what the feed lists and the player
+    plays. Movies carry `library_id` and no parents; episodes carry show/season refs +
+    season/episode numbers. `file_path` is the Plex-side absolute path of the physical media,
+    mapped through `plex_path_map` to a local mount at playback time. `playable` is the
+    ffprobe-derived browser-compatibility class (direct | remux | transcode)."""
+
+    __tablename__ = "plex_items"
+    __table_args__ = (
+        Index("ix_plex_items_show_order", "show_id", "season_number", "episode_number"),
+        Index("ix_plex_items_genres_gin", "genres", postgresql_using="gin"),
+        Index("ix_plex_items_directors_gin", "directors", postgresql_using="gin"),
+        Index("ix_plex_items_cast_gin", "cast_names", postgresql_using="gin"),
+        Index("ix_plex_items_collections_gin", "collection_keys", postgresql_using="gin"),
+        Index("ix_plex_items_genres_hu_gin", "genres_hu", postgresql_using="gin"),
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
+    library_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
+    )
+    kind: Mapped[str] = mapped_column(String(16), index=True)  # "movie" | "episode"
+    # Canonical external id (e.g. "tmdb:12345") — pairs a MOVIE row with its HU-overlay twin during
+    # sync; indexed for the guid->row match. Episodes carry it too but it's unused for them.
+    guid: Mapped[str | None] = mapped_column(String(64), index=True)
+    show_id: Mapped[int | None] = mapped_column(
+        ForeignKey("plex_shows.id", ondelete="CASCADE"), index=True
+    )
+    season_id: Mapped[int | None] = mapped_column(
+        ForeignKey("plex_seasons.id", ondelete="CASCADE"), index=True
+    )
+    season_number: Mapped[int | None] = mapped_column(Integer)
+    episode_number: Mapped[int | None] = mapped_column(Integer)
+    title: Mapped[str] = mapped_column(String(512))
+    summary: Mapped[str | None] = mapped_column(Text)
+    year: Mapped[int | None] = mapped_column(Integer)
+    duration_s: Mapped[int | None] = mapped_column(Integer)
+    thumb_key: Mapped[str | None] = mapped_column(String(512))
+    art_key: Mapped[str | None] = mapped_column(String(512))
+    cast: Mapped[list | None] = mapped_column(JSON)  # [role names]
+    # Physical media (from the Plex Part).
+    file_path: Mapped[str | None] = mapped_column(Text)  # Plex-side absolute path
+    part_key: Mapped[str | None] = mapped_column(String(255))  # /library/parts/... (fallback fetch)
+    container: Mapped[str | None] = mapped_column(String(16))
+    codec_video: Mapped[str | None] = mapped_column(String(32))
+    codec_audio: Mapped[str | None] = mapped_column(String(32))
+    size_bytes: Mapped[int | None] = mapped_column(BigInteger)
+    # Browser-playability class from ffprobe: "direct" | "remux" | "transcode" (None = unprobed).
+    playable: Mapped[str | None] = mapped_column(String(12), index=True)
+    probed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    # Transcode HW-capability facet (the playback-class filter). NULL for non-transcode items; for a
+    # `playable="transcode"` item: True = the prod iGPU can hardware-transcode it (codec is HW-decodable
+    # AND the source is 8-bit SDR), False = software libx264 only (AV1/XviD, or a 10-bit/HDR source that
+    # breaks the VAAPI nv12 pipeline — see plex/stream.py). Derived by `plex.sync.transcode_hw_capable`:
+    # set codec-only at sync (bit depth unknown from the cheap listing), then refined by the bit-depth
+    # backfill (`_probe_media_batch`) which downgrades a 10-bit/HDR HEVC to False. The one filterable
+    # home of the invariant `_want_hw`'s source gate computes at play time — kept in sync via the shared
+    # classifier so the catalog facet and the runtime encoder choice never disagree by codec.
+    transcode_hw: Mapped[bool | None] = mapped_column(Boolean, index=True)
+    # Video bit depth (8/10/12…) from the Plex media Stream, filled by the bit-depth backfill. NULL =
+    # not yet probed. Surfaced on the info page (e.g. "HEVC · 10-bit") and feeds `transcode_hw`.
+    video_bit_depth: Mapped[int | None] = mapped_column(Integer)
+    # Watermark for the bit-depth backfill: when this item's media Stream was last probed for
+    # bit-depth/HDR. NULL = never (the backfill's work-list). Only HW-decodable transcode items are
+    # probed (the rest are SW-only by codec and need no bit-depth); see `_probe_media_batch`.
+    media_probed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    added_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), index=True)
+    # Filterable / orderable metadata mirrored from the Plex section listing (no extra API calls;
+    # `rating` = Plex audienceRating, which is ~the IMDb score). The arrays back genre/person/studio
+    # filters (GIN-indexed) and double as content signals for a future watch-habit recommender.
+    rating: Mapped[float | None] = mapped_column(Float, index=True)
+    content_rating: Mapped[str | None] = mapped_column(String(16), index=True)
+    studio: Mapped[str | None] = mapped_column(String(255), index=True)
+    originally_available_at: Mapped[Date | None] = mapped_column(Date, index=True)
+    genres: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    directors: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    cast_names: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    # rating_keys of the Plex collections this movie belongs to (GIN — filter + card-strip siblings).
+    collection_keys: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    # Cast + director names, space-joined — folded into search_vector (weight B) so the search box
+    # finds titles by a person's name (and ranks them above summary-only mentions).
+    people_text: Mapped[str | None] = mapped_column(Text)
+    # Set once the movie's FULL cast has been rich-fetched by the backfill; NULL = still the listing top-3.
+    people_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    # Rich-fetch-only detail fields, persisted by the same backfill that fills the full cast so
+    # the info page serves from this row instead of a live plex.metadata() call. NULL until enriched.
+    imdb_rating: Mapped[float | None] = mapped_column(
+        Float
+    )  # IMDb-specific score (vs `rating` = audienceRating)
+    imdb_id: Mapped[str | None] = mapped_column(String(16))  # tt… → the clickable IMDb link
+    tagline: Mapped[str | None] = mapped_column(Text)
+    full_cast: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # ordered [{name, role, thumb}]
+    # --- TMDB enrichment: matched by the canonical `guid` ("tmdb:12345"), filled by the TMDB
+    #     backfill job, SERVED FROM THIS ROW (never a live TMDB call). Additive — imdb_rating/rating
+    #     above stay Plex-sourced; `tmdb_rating` is the distinct TMDb community score. NULL until enriched;
+    #     `tmdb_enriched_at` is the "tried" watermark (stamped on a definitive no-match too, so an
+    #     unresolvable title isn't re-fetched every run; left NULL only on a transient fetch error). ---
+    tmdb_id: Mapped[int | None] = mapped_column(Integer)
+    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    tmdb_rating: Mapped[float | None] = mapped_column(Float)  # TMDb vote_average (0–10)
+    tmdb_vote_count: Mapped[int | None] = mapped_column(Integer)
+    budget: Mapped[int | None] = mapped_column(BigInteger)  # USD (movies; TV has none)
+    revenue: Mapped[int | None] = mapped_column(BigInteger)
+    keywords: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
+    crew: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # [{name, job, tmdb_id, thumb}]
+    studios: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # TMDB production companies [str]
+    production_countries: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
+    # [{tmdb_id, title, poster, media_type}] — resolved to library rows (by guid) at serve time.
+    recommendations: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    backdrops: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # TMDB backdrop file_paths [str] (crossfade pool)
+    # Hungarian-metadata twin fields, written by the overlay sync. NULL = no HU twin matched
+    # (serving falls back to the EN columns). `people_text` is language-neutral, reused for both vectors.
+    title_hu: Mapped[str | None] = mapped_column(String(512))
+    tagline_hu: Mapped[str | None] = mapped_column(Text)  # the HU overlay's tagline
+    summary_hu: Mapped[str | None] = mapped_column(Text)
+    genres_hu: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))
+    search_vector: Mapped[object | None] = mapped_column(
+        TSVECTOR,
+        Computed(
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(title, '')), 'A') || "
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
+            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary, ''), 1000)), 'C')",
+            persisted=True,
+        ),
+    )
+    search_vector_hu: Mapped[object | None] = mapped_column(
+        TSVECTOR,
+        Computed(
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(title_hu, '')), 'A') || "
+            "setweight(to_tsvector('public.unaccent_simple', coalesce(people_text, '')), 'B') || "
+            "setweight(to_tsvector('public.unaccent_simple', left(coalesce(summary_hu, ''), 1000)), 'C')",
+            persisted=True,
+        ),
+    )
+
+
+class PlexPerson(Base, TimestampMixin, UpdatedAtMixin):
+    """A small cast/crew headshot cache, keyed by name, so person filter-chips (the cards for the
+    actors currently in the filter) can show a photo + count without a live per-card metadata fetch.
+    Populated opportunistically when an item's RICH metadata is fetched — the info-page view and the
+    periodic rich re-sync — since the cheap section listing that drives the main sync only carries the
+    top few cast. Rows whose name no longer appears in ANY item's cast_names/directors (a library
+    removal orphaned them) are pruned by the maintenance sweep, mirroring how Plex drops orphaned
+    metadata. The filterable cast lives in plex_items/plex_shows.cast_names (self-cleaning with the
+    row); this table is the people's own facts: the headshot link, the TMDB link and the TMDB bio
+    (the headshot FILE lives in the image cache, filled by the people_enrich job)."""
+
+    __tablename__ = "plex_people"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    name: Mapped[str] = mapped_column(String(255), unique=True, index=True)
+    photo_thumb: Mapped[str | None] = mapped_column(Text)  # proxied /person-image URL, or None
+    # TMDB person id, linked by name from a title's TMDB credits (the /person
+    # biography fetch builds on it). NULL until a TMDB-enriched title names this person.
+    tmdb_person_id: Mapped[int | None] = mapped_column(Integer)
+    # --- TMDB person enrichment: fetched from /person/{tmdb_person_id} by the people_enrich job,
+    #     or by the first person-page open the job hasn't reached, then SERVED FROM THE ROW. `tmdb_enriched_at` is the watermark (set even on a
+    #     no-op fetch so it isn't retried every open). `known_for` = top combined-credits [{tmdb_id,
+    #     media_type, title}], resolved to library rows by guid at serve time (like recommendations). ---
+    biography: Mapped[str | None] = mapped_column(Text)
+    # TMDB's Hungarian biography, from the same request's `translations`; a Hungarian reader is
+    # served it, and the instance-language `biography` when TMDB has none. Birthplace, aliases and
+    # keywords have no Hungarian on TMDB, so they stay in the instance language.
+    biography_hu: Mapped[str | None] = mapped_column(Text)
+    birthday: Mapped[str | None] = mapped_column(String(10))  # "YYYY-MM-DD", served as-is
+    deathday: Mapped[str | None] = mapped_column(String(10))
+    place_of_birth: Mapped[str | None] = mapped_column(Text)
+    known_for_department: Mapped[str | None] = mapped_column(String(64))
+    also_known_as: Mapped[list | None] = mapped_column(JSONB(none_as_null=True))  # [str]
+    known_for: Mapped[list | None] = mapped_column(
+        JSONB(none_as_null=True)
+    )  # [{tmdb_id, media_type, title}]
+    tmdb_enriched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+
+
+class PlexCollection(Base, TimestampMixin, UpdatedAtMixin):
+    """A mirrored Plex collection (a grouping of movies or shows — franchises like Avatar, curated
+    sets like MCU, or auto/community lists like IMDb Top 250). Mirrored in full by the background
+    sync so reads never hit Plex's slow collection queries. Membership is stored as `collection_keys`
+    on the member movies (plex_items) / shows (plex_shows). `smart` = Plex's query-based flag;
+    `editable` = we may write changes back to Plex (default False = read-only; set for curated ones)."""
+
+    __tablename__ = "plex_collections"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    rating_key: Mapped[str] = mapped_column(String(32), unique=True, index=True)
+    library_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_libraries.id", ondelete="CASCADE"), index=True
+    )
+    title: Mapped[str] = mapped_column(String(512))
+    summary: Mapped[str | None] = mapped_column(Text)
+    thumb_key: Mapped[str | None] = mapped_column(String(512))
+    child_count: Mapped[int | None] = mapped_column(Integer)
+    smart: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
+    editable: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
+    synced_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+
+
+class PlexState(Base, UpdatedAtMixin):
+    """Per-user watch state for a Plex item — mirrors VideoState. Lives in Siftlode's own DB so
+    it works for users WITHOUT a Plex account (the whole point of the access-layer design).
+    `synced_to_plex` marks whether this state was pushed back to a linked Plex account."""
+
+    __tablename__ = "plex_states"
+    __table_args__ = (UniqueConstraint("user_id", "item_id", name="uq_plex_user_item"),)
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"))
+    item_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_items.id", ondelete="CASCADE"), index=True
+    )
+    status: Mapped[str] = mapped_column(String(12), default="new", server_default="new")
+    position_seconds: Mapped[int] = mapped_column(
+        Integer, default=0, server_default="0", nullable=False
+    )
+    watched_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    progress_updated_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    synced_to_plex: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
+
+
+class PlexLink(Base, UpdatedAtMixin):
+    """Links a Siftlode user to a Plex account for two-way watch-state sync (one row per user).
+
+    For the owner (the MVP scope) the row uses the server's admin token — `uses_admin=True`,
+    `plex_token_enc=None` — so no separate Plex login is needed; the admin token already reads/writes
+    the owner account's watch state. `plex_account_id` is that Plex account's numeric id, used to
+    filter the shared watch-history feed to this user (Phase C). Reserved for later: a friend can link
+    their OWN Plex account via PIN OAuth, storing a personal `plex_token_enc` (uses_admin=False) — the
+    sync loop then iterates link rows uniformly.
+
+    `initial_import_done` guards the one-time "Plex is master" import; `last_watch_sync_at` is the
+    high-water mark for the incremental Plex→Siftlode pass."""
+
+    __tablename__ = "plex_link"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(
+        ForeignKey("users.id", ondelete="CASCADE"), unique=True, index=True
+    )
+    uses_admin: Mapped[bool] = mapped_column(Boolean, default=True, server_default="true")
+    plex_token_enc: Mapped[str | None] = mapped_column(Text)  # P5b friend tokens (encrypted)
+    plex_account_id: Mapped[int | None] = mapped_column(Integer)
+    plex_username: Mapped[str | None] = mapped_column(String(255))
+    sync_enabled: Mapped[bool] = mapped_column(Boolean, default=False, server_default="false")
+    initial_import_done: Mapped[bool] = mapped_column(
+        Boolean, default=False, server_default="false"
+    )
+    last_watch_sync_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    linked_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+
+
+class PlexPlaylist(Base, TimestampMixin, UpdatedAtMixin):
+    """A per-user ORDERED watch-list of Plex items — Siftlode-native (lives in our own DB, works for
+    users WITHOUT a Plex account, like plex_states). Unlike collections (shared, library-level), a
+    playlist is owned by one user and its items are ordered. Optional Plex-direction sync is a later
+    phase (`plex_rating_key` set once pushed back to the owner's Plex account)."""
+
+    __tablename__ = "plex_playlists"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"), index=True)
+    title: Mapped[str] = mapped_column(String(512))
+    plex_rating_key: Mapped[str | None] = mapped_column(String(32))
+
+
+class PlexPlaylistItem(Base):
+    """One ordered entry in a playlist. `position` (0-based) orders playback."""
+
+    __tablename__ = "plex_playlist_items"
+    __table_args__ = (UniqueConstraint("playlist_id", "item_id", name="uq_plex_playlist_item"),)
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    playlist_id: Mapped[int] = mapped_column(ForeignKey("plex_playlists.id", ondelete="CASCADE"))
+    item_id: Mapped[int] = mapped_column(
+        ForeignKey("plex_items.id", ondelete="CASCADE"), index=True
+    )
+    position: Mapped[int] = mapped_column(Integer, default=0, server_default="0", nullable=False)

backend/app/plex/overlay.py

@@ -13,7 +13,7 @@ from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
-from app.models import PlexItem, PlexLibrary, PlexShow
+from app.plex.models import PlexItem, PlexLibrary, PlexShow
 from app.plex import sync as plex_sync
 from app.plex.client import PlexClient
 from app.plex.genres import hu_genres

backend/app/plex/people.py

@@ -15,7 +15,7 @@ from sqlalchemy.dialects.postgresql import insert as pg_insert
 from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
-from app.models import PlexPerson
+from app.plex.models import PlexPerson
 from app.plex import imgcache
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
 

backend/app/plex/queries.py

@@ -0,0 +1,507 @@
+"""Plex's reads for the HTTP layer: the mirrored rows a page shows, and a user's watch state on them.
+
+A user's own rows (`PlexState`) are read through `userscope`, so "someone else's row" is the same
+answer as a missing one. A rating key with a NUL in it names no row (`lookups.by_rating_key`).
+"""
+
+from typing import Literal
+
+from sqlalchemy import func, or_, select
+from sqlalchemy.orm import Session
+
+from app.collation import collated
+from app.models import User
+from app.plex import rollup
+from app.plex.lookups import by_rating_key
+from app.plex.models import (
+    PlexCollection,
+    PlexItem,
+    PlexLibrary,
+    PlexLink,
+    PlexPerson,
+    PlexPlaylist,
+    PlexPlaylistItem,
+    PlexSeason,
+    PlexShow,
+    PlexState,
+)
+from app.plex.query import content_libs, runtime_by_key, title_col, top_art_keys
+from app.userscope import owned_by, owned_row
+from app.utils import like_escape
+
+# --- one row ---------------------------------------------------------------------------------
+
+
+def item(db: Session, rating_key: str) -> PlexItem | None:
+    return by_rating_key(db, PlexItem, rating_key)
+
+
+def movie(db: Session, rating_key: str) -> PlexItem | None:
+    """The movie with this key — an episode's key is not one."""
+    it = item(db, rating_key)
+    return it if it is not None and it.kind == "movie" else None
+
+
+def show(db: Session, rating_key: str) -> PlexShow | None:
+    return by_rating_key(db, PlexShow, rating_key)
+
+
+def collection(db: Session, rating_key: str) -> PlexCollection | None:
+    return by_rating_key(db, PlexCollection, rating_key)
+
+
+def season(db: Session, rating_key: str) -> PlexSeason | None:
+    return by_rating_key(db, PlexSeason, rating_key)
+
+
+def season_episodes(db: Session, se: PlexSeason) -> list[PlexItem]:
+    return list(
+        db.execute(
+            select(PlexItem).where(PlexItem.season_id == se.id, PlexItem.kind == "episode")
+        ).scalars()
+    )
+
+
+def show_by_id(db: Session, show_id: int) -> PlexShow | None:
+    return db.get(PlexShow, show_id)
+
+
+def season_by_id(db: Session, season_id: int) -> PlexSeason | None:
+    return db.get(PlexSeason, season_id)
+
+
+def library(db: Session, library_id: int) -> PlexLibrary | None:
+    return db.get(PlexLibrary, library_id)
+
+
+def library_by_key(db: Session, plex_key: str) -> PlexLibrary | None:
+    return (
+        db.execute(select(PlexLibrary).where(PlexLibrary.plex_key == str(plex_key)))
+        .scalars()
+        .first()
+    )
+
+
+def library_key(db: Session, library_id: int | None) -> str | None:
+    """The Plex section key for a library id — the info/show page passes it to the admin collection
+    editor (in the unified cross-library view there's no single library prop otherwise)."""
+    if library_id is None:
+        return None
+    lib = db.get(PlexLibrary, library_id)
+    return lib.plex_key if lib else None
+
+
+def person(db: Session, name: str) -> PlexPerson | None:
+    return db.execute(select(PlexPerson).where(PlexPerson.name == name)).scalars().first()
+
+
+# --- a user's watch state --------------------------------------------------------------------
+
+
+def state(db: Session, user: User | int, item_id: int) -> PlexState | None:
+    return (
+        db.execute(
+            select(PlexState).where(owned_by(PlexState.user_id, user), PlexState.item_id == item_id)
+        )
+        .scalars()
+        .first()
+    )
+
+
+# --- a show ----------------------------------------------------------------------------------
+
+
+def seasons(db: Session, sh: PlexShow) -> list[PlexSeason]:
+    return list(
+        db.execute(
+            select(PlexSeason)
+            .where(PlexSeason.show_id == sh.id)
+            .order_by(PlexSeason.season_number.asc().nullsfirst())
+        ).scalars()
+    )
+
+
+def episodes(db: Session, sh: PlexShow) -> list[PlexItem]:
+    """A show's episodes in season/episode order."""
+    return list(
+        db.execute(
+            select(PlexItem)
+            .where(PlexItem.show_id == sh.id, PlexItem.kind == "episode")
+            .order_by(
+                PlexItem.season_number.asc().nullsfirst(),
+                PlexItem.episode_number.asc().nullsfirst(),
+            )
+        ).scalars()
+    )
+
+
+def episode_keys(db: Session, show_id: int) -> list[str]:
+    """The rating keys of a show's episodes, in the order `episodes` gives."""
+    return list(
+        db.execute(
+            select(PlexItem.rating_key)
+            .where(PlexItem.show_id == show_id, PlexItem.kind == "episode")
+            .order_by(
+                PlexItem.season_number.asc().nullsfirst(),
+                PlexItem.episode_number.asc().nullsfirst(),
+            )
+        ).scalars()
+    )
+
+
+def shows_by_keys(db: Session, rating_keys: list[str], exclude: int) -> dict[str, PlexShow]:
+    """The mirrored shows among these keys, but `exclude`, by key."""
+    return {
+        s.rating_key: s
+        for s in db.execute(
+            select(PlexShow).where(PlexShow.rating_key.in_(rating_keys), PlexShow.id != exclude)
+        ).scalars()
+    }
+
+
+# --- libraries -------------------------------------------------------------------------------
+
+
+def browsable_libraries(db: Session, lang: str) -> list[tuple[PlexLibrary, int]]:
+    """The mirrored libraries a user can browse, each with its title count (movies, or shows). An
+    HU overlay library is left out: it is never browsed, it only feeds its EN twin's Hungarian
+    metadata."""
+    libs = db.execute(
+        select(PlexLibrary)
+        .where(PlexLibrary.overlay_of.is_(None))
+        .order_by(PlexLibrary.kind.desc(), collated(PlexLibrary.title, lang))
+    ).scalars()
+    out = []
+    for lib in libs:
+        if lib.kind == "movie":
+            count = db.scalar(
+                select(func.count(PlexItem.id)).where(
+                    PlexItem.library_id == lib.id, PlexItem.kind == "movie"
+                )
+            )
+        else:
+            count = db.scalar(select(func.count(PlexShow.id)).where(PlexShow.library_id == lib.id))
+        out.append((lib, count or 0))
+    return out
+
+
+# --- people ----------------------------------------------------------------------------------
+
+
+def person_photos(db: Session, names: list[str]) -> dict[str, str | None]:
+    return {
+        p.name: p.photo_thumb
+        for p in db.execute(select(PlexPerson).where(PlexPerson.name.in_(names))).scalars()
+    }
+
+
+def cast_count(db: Session, name: str, movie_lib_ids: list[int], show_lib_ids: list[int]) -> int:
+    """How many movies (in `movie_lib_ids`) and shows (in `show_lib_ids`) name this person in their
+    cast. An empty id list leaves its side out."""
+    count = 0
+    if movie_lib_ids:
+        count += (
+            db.scalar(
+                select(func.count(PlexItem.id)).where(
+                    PlexItem.kind == "movie",
+                    PlexItem.library_id.in_(movie_lib_ids),
+                    PlexItem.cast_names.contains([name]),
+                )
+            )
+            or 0
+        )
+    if show_lib_ids:
+        count += (
+            db.scalar(
+                select(func.count(PlexShow.id)).where(
+                    PlexShow.library_id.in_(show_lib_ids),
+                    PlexShow.cast_names.contains([name]),
+                )
+            )
+            or 0
+        )
+    return count
+
+
+def filmography(
+    db: Session,
+    kind: Literal["movie", "show"],
+    name: str,
+    lib_ids: list[int],
+    lang: str,
+    limit: int,
+) -> list:
+    """The movies or shows in these libraries whose cast or directors name this person, newest
+    first."""
+    model: type[PlexItem] | type[PlexShow] = PlexItem if kind == "movie" else PlexShow
+    query = select(model).where(
+        model.library_id.in_(lib_ids),
+        or_(model.cast_names.contains([name]), model.directors.contains([name])),
+    )
+    if model is PlexItem:
+        query = query.where(PlexItem.kind == "movie")
+    return list(
+        db.execute(
+            query.order_by(
+                model.year.desc().nullslast(), collated(title_col(model, lang), lang)
+            ).limit(limit)
+        ).scalars()
+    )
+
+
+# --- collections -----------------------------------------------------------------------------
+
+
+def collections_page(
+    db: Session, library: str | None, q: str | None, keys: list[str] | None, lang: str
+) -> list[PlexCollection]:
+    """Collections, most-populated first: one library's (by its plex key), else every enabled
+    library's; name-filtered by `q`; narrowed to `keys` when given (an empty list asks for none)."""
+    if library is not None:
+        lib = library_by_key(db, library)
+        if lib is None:
+            return []
+        query = select(PlexCollection).where(PlexCollection.library_id == lib.id)
+    else:
+        enabled_ids = list(
+            db.execute(
+                select(PlexLibrary.id).where(
+                    PlexLibrary.enabled.is_(True), PlexLibrary.overlay_of.is_(None)
+                )
+            ).scalars()
+        )
+        if not enabled_ids:
+            return []
+        query = select(PlexCollection).where(PlexCollection.library_id.in_(enabled_ids))
+    term = (q or "").strip()
+    if term:
+        query = query.where(PlexCollection.title.ilike(f"%{like_escape(term)}%"))
+    if keys is not None:
+        # An explicit but empty `keys=` asks for nothing, which is not the same as no `keys` (every
+        # collection): answered here without a query. The empty IN () would also match nothing.
+        if not keys:
+            return []
+        query = query.where(PlexCollection.rating_key.in_(keys))
+    return list(
+        db.execute(
+            query.order_by(
+                PlexCollection.child_count.desc().nullslast(), collated(PlexCollection.title, lang)
+            )
+        ).scalars()
+    )
+
+
+def library_collections(db: Session, library_id: int, lang: str) -> list[PlexCollection]:
+    return list(
+        db.execute(
+            select(PlexCollection)
+            .where(PlexCollection.library_id == library_id)
+            .order_by(collated(PlexCollection.title, lang))
+        ).scalars()
+    )
+
+
+def collections_by_keys(db: Session, keys: list[str]) -> list[PlexCollection]:
+    return list(
+        db.execute(select(PlexCollection).where(PlexCollection.rating_key.in_(keys))).scalars()
+    )
+
+
+def collection_named(db: Session, library_id: int, title: str) -> PlexCollection | None:
+    """A collection of this library with this name, case aside."""
+    return (
+        db.execute(
+            select(PlexCollection).where(
+                PlexCollection.library_id == library_id,
+                func.lower(PlexCollection.title) == title.lower(),
+            )
+        )
+        .scalars()
+        .first()
+    )
+
+
+def collection_members(
+    db: Session, rating_key: str, lang: str
+) -> tuple[list[PlexItem], list[PlexShow]]:
+    """A collection's movies and shows, each by year then title."""
+    movies = db.execute(
+        select(PlexItem)
+        .where(PlexItem.kind == "movie", PlexItem.collection_keys.contains([rating_key]))
+        .order_by(PlexItem.year.asc().nullslast(), collated(title_col(PlexItem, lang), lang))
+    ).scalars()
+    shows = db.execute(
+        select(PlexShow)
+        .where(PlexShow.collection_keys.contains([rating_key]))
+        .order_by(PlexShow.year.asc().nullslast(), collated(title_col(PlexShow, lang), lang))
+    ).scalars()
+    return list(movies), list(shows)
+
+
+def library_movies_in(
+    db: Session, library_id: int, rating_key: str, lang: str, limit: int
+) -> list[PlexItem]:
+    """The movies of one library in this collection, by year then title."""
+    return list(
+        db.execute(
+            select(PlexItem)
+            .where(
+                PlexItem.library_id == library_id,
+                PlexItem.kind == "movie",
+                PlexItem.collection_keys.contains([rating_key]),
+            )
+            .order_by(PlexItem.year.asc().nullslast(), collated(title_col(PlexItem, lang), lang))
+            .limit(limit)
+        ).scalars()
+    )
+
+
+def show_rollups(db: Session, user_id: int, show_ids: list[int]) -> list:
+    """The user's episode rollup (total, watched, in progress, last resumed) of each of these shows
+    that has episodes."""
+    if not show_ids:
+        return []
+    return list(
+        db.execute(
+            rollup.agg_subquery(db, user_id, include_resumed=True).where(
+                PlexItem.show_id.in_(show_ids)
+            )
+        ).all()
+    )
+
+
+def collection_tiles(
+    db: Session, keys: list[str]
+) -> tuple[dict[str, list[str]], dict[str, list[str]], dict[str, int]]:
+    """What each collection's tile shows: the top two movie members' keys, the top two show members'
+    keys (a collection lives in one library, so exactly one side has any), and its movies' total
+    runtime (a show has no single duration)."""
+    movie_ids, show_ids = content_libs(db)
+    art_m = top_art_keys(db, PlexItem, movie_ids, PlexItem.collection_keys, keys, per=2)
+    art_s = top_art_keys(db, PlexShow, show_ids, PlexShow.collection_keys, keys, per=2)
+    runtime = runtime_by_key(db, PlexItem, movie_ids, PlexItem.collection_keys, keys)
+    return art_m, art_s, runtime
+
+
+# --- the admin page --------------------------------------------------------------------------
+
+
+def sample_file_path(db: Session) -> str | None:
+    """Any mirrored item's Plex-side file path — a sample to test the mount and path map against."""
+    return db.scalar(select(PlexItem.file_path).where(PlexItem.file_path.isnot(None)))
+
+
+def watch_link(db: Session, user: User | int) -> PlexLink | None:
+    """The user's Plex watch-sync link, if they have one."""
+    return db.execute(select(PlexLink).where(owned_by(PlexLink.user_id, user))).scalars().first()
+
+
+# --- a user's playlists ----------------------------------------------------------------------
+
+
+def own_playlist(
+    db: Session, user: User, playlist_id: int, *, lock: bool = False
+) -> PlexPlaylist | None:
+    """The user's playlist with this id; someone else's is the same answer as a missing one. `lock`
+    takes it FOR UPDATE: every add, remove and reorder does, so two of them never read the same max
+    position, and the list row is always locked before its items."""
+    return owned_row(db, PlexPlaylist, playlist_id, user, lock=lock)
+
+
+def playlists_of(db: Session, user: User) -> list[PlexPlaylist]:
+    """The user's playlists, newest-touched first."""
+    return list(
+        db.execute(
+            select(PlexPlaylist)
+            .where(owned_by(PlexPlaylist.user_id, user))
+            .order_by(PlexPlaylist.updated_at.desc())
+        ).scalars()
+    )
+
+
+def playlist_count(db: Session, playlist_id: int) -> int:
+    return (
+        db.scalar(
+            select(func.count(PlexPlaylistItem.id)).where(
+                PlexPlaylistItem.playlist_id == playlist_id
+            )
+        )
+        or 0
+    )
+
+
+def _playlist_rows(playlist_id: int):
+    return (
+        select(PlexPlaylistItem, PlexItem)
+        .join(PlexItem, PlexItem.id == PlexPlaylistItem.item_id)
+        .where(PlexPlaylistItem.playlist_id == playlist_id)
+        .order_by(PlexPlaylistItem.position, PlexPlaylistItem.id)
+    )
+
+
+def playlist_cover(db: Session, playlist_id: int) -> str | None:
+    """The rating key of a playlist's first item — its cover."""
+    first = db.execute(_playlist_rows(playlist_id)).first()
+    return first[1].rating_key if first else None
+
+
+def playlist_items(db: Session, playlist_id: int) -> list[PlexItem]:
+    """A playlist's items in play order."""
+    return [it for _row, it in db.execute(_playlist_rows(playlist_id)).all()]
+
+
+def playlist_holds(db: Session, playlist_id: int, item_ids: set[int]) -> int:
+    """How many of these items the playlist holds."""
+    if not item_ids:
+        return 0
+    return (
+        db.scalar(
+            select(func.count(PlexPlaylistItem.id)).where(
+                PlexPlaylistItem.playlist_id == playlist_id,
+                PlexPlaylistItem.item_id.in_(item_ids),
+            )
+        )
+        or 0
+    )
+
+
+def item_id(db: Session, rating_key: str) -> int | None:
+    """The id of the mirrored item with this key. Unlike `item`, a NUL in the key reaches the query,
+    which the app answers as a 422 (`main._nul_in_text`), as for every other compared string."""
+    return db.scalar(select(PlexItem.id).where(PlexItem.rating_key == str(rating_key)))
+
+
+def item_ids(db: Session, rating_keys: list[str]) -> set[int]:
+    """The ids of the mirrored items with these keys."""
+    if not rating_keys:
+        return set()
+    return set(
+        db.execute(select(PlexItem.id).where(PlexItem.rating_key.in_(rating_keys))).scalars()
+    )
+
+
+def items_by_keys(db: Session, rating_keys: list) -> list[PlexItem]:
+    """The mirrored items with these keys, in the given order; an unknown key and a repeat drop out."""
+    order = [str(k) for k in rating_keys if str(k)]
+    if not order:
+        return []
+    by_rk = {
+        it.rating_key: it
+        for it in db.execute(select(PlexItem).where(PlexItem.rating_key.in_(order))).scalars()
+    }
+    seen: set[str] = set()
+    out: list[PlexItem] = []
+    for rk in order:
+        it = by_rk.get(rk)
+        if it is not None and rk not in seen:
+            seen.add(rk)
+            out.append(it)
+    return out
+
+
+def shows_by_ids(db: Session, show_ids: set[int]) -> dict[int, PlexShow]:
+    if not show_ids:
+        return {}
+    return {
+        sh.id: sh for sh in db.execute(select(PlexShow).where(PlexShow.id.in_(show_ids))).scalars()
+    }

backend/app/plex/query.py

@@ -10,7 +10,7 @@ from sqlalchemy import and_, case, func, or_, select, type_coerce
 from sqlalchemy.dialects.postgresql import JSONB
 from sqlalchemy.orm import Session
 
-from app.models import PlexItem, PlexLibrary
+from app.plex.models import PlexItem, PlexLibrary
 from app.plex.genres import hu_genre
 
 TS_CONFIG = "public.unaccent_simple"
@@ -236,7 +236,7 @@ def apply_meta_filters(q, model, p: dict, lang: str = "en"):
 # The 4 classes the feed filter + facet expose, derived from the stored `playable` + `transcode_hw`.
 # ONE definition (this SQL CASE) so the filter WHERE and the facet counts can't drift: `playable_conds`
 # filters on it, `facets` groups by it. transcode_hw IS NOT True groups NULL (unprobed) with software.
-# Public — it is the shared source of truth imported by routes.plex.browse (facet order + zero-fill).
+# Public — it is the shared source of truth imported by plex.library (facet order + zero-fill).
 PLAYBACK_CLASSES = ("direct", "remux", "transcode_hw", "transcode_sw")
 
 

backend/app/plex/rollup.py

@@ -8,7 +8,9 @@ from datetime import datetime, timezone
 from sqlalchemy import and_, case, func, or_, select
 from sqlalchemy.orm import Session, aliased
 
-from app.models import PlexItem, PlexState
+from app.models import User
+from app.userscope import owned_by
+from app.plex.models import PlexItem, PlexState
 from app.plex.cards import ShowState
 
 # Sort sentinel for a rail row whose timestamp is missing, so `key=lambda r: r[0] or NO_TS` reads the
@@ -92,7 +94,7 @@ def agg_subquery(db: Session, user_id: int, include_resumed: bool = False):
         )
     return (
         select(*cols)
-        .outerjoin(ps, and_(ps.item_id == PlexItem.id, ps.user_id == user_id))
+        .outerjoin(ps, and_(ps.item_id == PlexItem.id, owned_by(ps.user_id, user_id)))
         .where(PlexItem.kind == "episode", PlexItem.show_id.isnot(None))
         .group_by(PlexItem.show_id)
     )
@@ -105,7 +107,7 @@ def state_map(db: Session, user_id: int, show_ids: list[int]) -> dict[int, ShowS
     return {r.show_id: show_state(r.total, r.watched, r.inprog) for r in rows}
 
 
-def item_state_map(db: Session, user_id: int, item_ids: list[int]) -> dict[int, PlexState]:
+def item_state_map(db: Session, user_id: User | int, item_ids: list[int]) -> dict[int, PlexState]:
     """A user's PlexState rows for a set of leaf items (movies or episodes), keyed by item_id — the
     leaf analogue of `state_map` (which rolls a show's episodes up to a `ShowState`). One batched
     fetch, so the caller serializes cards without a per-card query. Empty in → empty dict (no `IN ()`)."""
@@ -114,6 +116,8 @@ def item_state_map(db: Session, user_id: int, item_ids: list[int]) -> dict[int,
     return {
         s.item_id: s
         for s in db.execute(
-            select(PlexState).where(PlexState.user_id == user_id, PlexState.item_id.in_(item_ids))
+            select(PlexState).where(
+                owned_by(PlexState.user_id, user_id), PlexState.item_id.in_(item_ids)
+            )
         ).scalars()
     }

backend/app/plex/service.py

@@ -0,0 +1,413 @@
+"""Plex's writes for the HTTP layer, one function per use case. None of them commits: the handler
+does, so a page that fails to save an enrichment still renders, and a Plex write and its local
+mirror land together.
+
+The rest of the mirror's writes stay with the sync (`plex.sync`): a collection's targeted re-sync
+after a write-back, its local cleanup after a delete.
+"""
+
+from datetime import datetime, timezone
+
+from sqlalchemy import CursorResult, delete, func, select, update
+from sqlalchemy.dialects.postgresql import insert as pg_insert
+from sqlalchemy.orm import Session
+
+from app import logs
+from app.db import SessionLocal
+from app.plex import detail as plex_detail
+from app.plex import people as plex_people
+from app.plex import tmdb as plex_tmdb
+from app.plex.lookups import by_rating_key
+from app.models import User
+from app.plex import queries, rollup
+from app.plex.models import (
+    PlexCollection,
+    PlexItem,
+    PlexLibrary,
+    PlexLink,
+    PlexPerson,
+    PlexPlaylist,
+    PlexPlaylistItem,
+    PlexShow,
+    PlexState,
+)
+from app.userscope import owned_by
+
+log = logs.get_logger(__name__)
+
+
+def enrich_show(db: Session, sh: PlexShow, meta: dict) -> None:
+    """Fill a not-yet-enriched show from its live metadata: the full cast (filterable), IMDb and
+    tagline, stamped so later views serve from the row."""
+    plex_people.enrich_row_people(db, sh, plex_people.cast_from_meta(meta))
+    plex_detail.apply_rich_detail(sh, meta)
+    sh.people_enriched_at = datetime.now(timezone.utc)
+
+
+def enrich_movie(db: Session, it: PlexItem, meta: dict) -> None:
+    """The same for a movie. The listing sync stored only its top ~3 cast; the live metadata
+    carries all of them."""
+    cast = plex_people.cast_from_meta(meta)
+    if cast:
+        plex_people.enrich_row_people(db, it, cast)
+    plex_detail.apply_rich_detail(it, meta)
+    it.people_enriched_at = datetime.now(timezone.utc)
+
+
+def set_collection_editable(col: PlexCollection, editable: bool) -> None:
+    col.editable = editable
+
+
+def keep_created_collection(
+    db: Session, lib: PlexLibrary, rating_key: str, title: str, seed: str
+) -> None:
+    """A collection Plex made, whose follow-up read failed: its row is kept, editable. The full sync
+    preserves `editable` but creates a missing row read-only, so the collection would drop out of
+    every "add to" list; and the duplicate-name check reads these rows, so a retry of the same name
+    would make a second one on Plex. Plex made it with exactly the seed in it, so the seed's row says
+    so too — otherwise the title showed unticked in the collection it was just added to, and the
+    collection empty, until that sync."""
+    db.add(
+        PlexCollection(
+            rating_key=rating_key, library_id=lib.id, title=title, editable=True, child_count=1
+        )
+    )
+    Model = PlexItem if lib.kind == "movie" else PlexShow
+    if row := by_rating_key(db, Model, seed):
+        row.collection_keys = list(dict.fromkeys([*(row.collection_keys or []), rating_key]))
+    db.flush()
+
+
+def enrich_person_bg(person_id: int) -> None:
+    """Fetch + persist one person's TMDB bio OFF the request path — a FastAPI background task that runs
+    AFTER the response is sent, so the outbound TMDB call never sits on the serve latency (the module's
+    "no live TMDB call at serve time" invariant). The request's session is already closed by then, so
+    open a fresh one. Best-effort: a TMDB failure just leaves `tmdb_enriched_at` NULL to retry on the
+    next open, and the bio lands from the row by then."""
+    db = SessionLocal()
+    try:
+        person = db.get(PlexPerson, person_id)
+        if person is not None:
+            plex_tmdb.enrich_person(db, person)
+    except Exception:  # noqa: BLE001 — background best-effort; never surfaces to a user
+        db.rollback()
+        log.warning("background person bio enrich failed for id=%s", person_id, exc_info=True)
+    finally:
+        db.close()
+
+
+def set_watch_link(db: Session, user: User, enabled: bool) -> PlexLink:
+    """Turn the user's two-way watch sync on or off, creating their link on first use. The link uses
+    the server admin token (`uses_admin`), so it needs no Plex login of its own."""
+    link = queries.watch_link(db, user)
+    if link is None:
+        link = PlexLink(user_id=user.id, uses_admin=True, linked_at=datetime.now(timezone.utc))
+        db.add(link)
+    link.sync_enabled = enabled
+    db.flush()
+    return link
+
+
+# --- a user's playlists ----------------------------------------------------------------------
+
+
+def create_playlist(db: Session, user: User, title: str, seed: PlexItem | None) -> PlexPlaylist:
+    """A new playlist of the user's, holding `seed` when one is given."""
+    pl = PlexPlaylist(user_id=user.id, title=title)
+    db.add(pl)
+    db.flush()
+    if seed is not None:
+        db.add(PlexPlaylistItem(playlist_id=pl.id, item_id=seed.id, position=0))
+    db.flush()
+    return pl
+
+
+def rename_playlist(pl: PlexPlaylist, title: str) -> None:
+    pl.title = title
+
+
+def delete_playlist(db: Session, pl: PlexPlaylist) -> None:
+    db.delete(pl)
+    db.flush()
+
+
+def _touch(pl: PlexPlaylist) -> None:
+    pl.updated_at = datetime.now(timezone.utc)
+
+
+def _last_position(db: Session, playlist_id: int) -> int:
+    return db.execute(
+        select(func.coalesce(func.max(PlexPlaylistItem.position), -1)).where(
+            PlexPlaylistItem.playlist_id == playlist_id
+        )
+    ).scalar_one()
+
+
+def add_item(db: Session, pl: PlexPlaylist, it: PlexItem) -> None:
+    """Append `it` to the (locked) playlist; an item already in it stays where it is."""
+    exists = db.execute(
+        select(PlexPlaylistItem.id).where(
+            PlexPlaylistItem.playlist_id == pl.id, PlexPlaylistItem.item_id == it.id
+        )
+    ).first()
+    if exists is None:
+        pos = _last_position(db, pl.id) + 1
+        db.add(PlexPlaylistItem(playlist_id=pl.id, item_id=it.id, position=pos))
+        _touch(pl)
+    db.flush()
+
+
+def remove_item(db: Session, pl: PlexPlaylist, it: PlexItem) -> None:
+    db.execute(
+        delete(PlexPlaylistItem).where(
+            PlexPlaylistItem.playlist_id == pl.id, PlexPlaylistItem.item_id == it.id
+        )
+    )
+    _touch(pl)
+    db.flush()
+
+
+def add_items(db: Session, pl: PlexPlaylist, items: list[PlexItem]) -> int:
+    """Append many items in their given order (a whole season or show); those already in the list
+    are skipped. Says how many were added."""
+    existing = set(
+        db.execute(
+            select(PlexPlaylistItem.item_id).where(PlexPlaylistItem.playlist_id == pl.id)
+        ).scalars()
+    )
+    pos = _last_position(db, pl.id)
+    added = 0
+    for it in items:
+        if it.id in existing:
+            continue
+        pos += 1
+        db.add(PlexPlaylistItem(playlist_id=pl.id, item_id=it.id, position=pos))
+        existing.add(it.id)
+        added += 1
+    if added:
+        _touch(pl)
+    db.flush()
+    return added
+
+
+def insert_items_at(db: Session, pl: PlexPlaylist, placed: list[tuple[int, PlexItem]]) -> int:
+    """Insert new rows at their indices (ascending, so each index is where the row stood when the
+    rows before it were back), renumber the whole list 0..n-1, and say how many were added. An item
+    already in the list does not move: the add stays idempotent."""
+    rows = list(
+        db.execute(
+            select(PlexPlaylistItem)
+            .where(PlexPlaylistItem.playlist_id == pl.id)
+            .order_by(PlexPlaylistItem.position, PlexPlaylistItem.id)
+        ).scalars()
+    )
+    present = {r.item_id for r in rows}
+    added = 0
+    for at, it in sorted(placed, key=lambda p: p[0]):
+        if it.id in present:
+            continue
+        row = PlexPlaylistItem(playlist_id=pl.id, item_id=it.id, position=0)
+        db.add(row)
+        rows.insert(min(at, len(rows)), row)
+        present.add(it.id)
+        added += 1
+    for i, r in enumerate(rows):
+        r.position = i
+    if added:
+        _touch(pl)
+    db.flush()
+    return added
+
+
+def remove_items(db: Session, pl: PlexPlaylist, item_ids: list[int]) -> int:
+    """Remove these items from the playlist; says how many were there."""
+    if not item_ids:
+        return 0
+    result = db.execute(
+        delete(PlexPlaylistItem).where(
+            PlexPlaylistItem.playlist_id == pl.id, PlexPlaylistItem.item_id.in_(item_ids)
+        ),
+        execution_options={"synchronize_session": False},
+    )
+    removed = result.rowcount if isinstance(result, CursorResult) else 0
+    if removed:
+        _touch(pl)
+    db.flush()
+    return removed
+
+
+def reorder_playlist(db: Session, pl: PlexPlaylist, rating_keys: list[str]) -> None:
+    """Set the play order from an explicit list of item keys (0-based positions)."""
+    id_by_rk = {
+        it.rating_key: it.id
+        for it in db.execute(
+            select(PlexItem).where(PlexItem.rating_key.in_(rating_keys or [""]))
+        ).scalars()
+    }
+    rows = {
+        r.item_id: r
+        for r in db.execute(
+            select(PlexPlaylistItem).where(PlexPlaylistItem.playlist_id == pl.id)
+        ).scalars()
+    }
+    pos = 0
+    seen: set[int] = set()
+    for rk in rating_keys:
+        row = rows.get(id_by_rk.get(rk, -1))
+        if row is not None and row.item_id not in seen:
+            row.position = pos
+            pos += 1
+            seen.add(row.item_id)
+    # Rows the payload omitted (added in another tab meanwhile) keep their relative order after
+    # the given ones, so no two rows share a position (the YouTube reorder does the same).
+    for row in sorted(
+        (r for iid, r in rows.items() if iid not in seen), key=lambda r: (r.position, r.id)
+    ):
+        row.position = pos
+        pos += 1
+    _touch(pl)
+    db.flush()
+
+
+# --- a user's watch state --------------------------------------------------------------------
+
+
+def mark_finished(db: Session, user_id: int, item_id: int, now: datetime) -> bool:
+    """Mark the item watched (position cleared) and say whether THIS call made it so. Two near-end
+    checkpoints arrive together routinely (the 10 s tick and the debounced `seeked` flush), and a
+    read-then-write let both see "not watched" and both scrobble. The transition is decided by the
+    write itself: an insert that did not conflict, or an update conditional on the old status —
+    under READ COMMITTED the second writer re-reads the committed row and matches nothing."""
+    values = {
+        "status": "watched",
+        "watched_at": now,
+        "position_seconds": 0,
+        "progress_updated_at": now,
+        "synced_to_plex": False,
+    }
+    inserted = db.execute(
+        pg_insert(PlexState)
+        .values(user_id=user_id, item_id=item_id, **values)
+        .on_conflict_do_nothing(constraint="uq_plex_user_item")
+        .returning(PlexState.id)
+    ).first()
+    if inserted is not None:
+        return True
+    mine = owned_by(PlexState.user_id, user_id) & (PlexState.item_id == item_id)
+    result = db.execute(update(PlexState).where(mine, PlexState.status != "watched").values(values))
+    if isinstance(result, CursorResult) and result.rowcount:
+        return True
+    # Already watched: a re-finish still restamps the row, as it always did — just no scrobble.
+    db.execute(update(PlexState).where(mine).values(values))
+    return False
+
+
+def state_row(
+    db: Session,
+    user: User | int,
+    item_id: int,
+    st: PlexState | None = None,
+    *,
+    synced: bool = False,
+) -> PlexState:
+    """The user's state row on this item, made if the read before found none. Made by the insert
+    itself (ON CONFLICT DO NOTHING) and then read: the first checkpoint of an item and the `final`
+    flush beside it routinely both read "none", and a plain add let the second one fail on
+    `uq_plex_user_item` — a 500, and the push it was carrying lost. Every first row goes through
+    here: a checkpoint, a status, a season marked at once, a pull from Plex. `synced` is what a row
+    made now says about Plex; a row another writer made first keeps its own."""
+    if st is not None:
+        return st
+    db.execute(
+        pg_insert(PlexState)
+        .values(
+            user_id=user if isinstance(user, int) else user.id,
+            item_id=item_id,
+            synced_to_plex=synced,
+        )
+        .on_conflict_do_nothing(constraint="uq_plex_user_item")
+    )
+    made = queries.state(db, user, item_id)
+    assert made is not None  # inserted now, or committed by the request that won
+    return made
+
+
+def clear_progress(db: Session, st: PlexState | None, now: datetime) -> None:
+    """A checkpoint too early to keep: a state that held nothing else goes, any other forgets its
+    position."""
+    if st is not None and st.status == "new":
+        db.delete(st)
+    elif st is not None:
+        st.position_seconds = 0
+        st.progress_updated_at = now
+    db.flush()
+
+
+def checkpoint(
+    db: Session,
+    user: User,
+    item_id: int,
+    st: PlexState | None,
+    position: int,
+    now: datetime,
+    *,
+    dirty: bool,
+) -> PlexState:
+    """Record a resume position. `dirty` marks it not yet mirrored to Plex — set before a push, so
+    the reconcile re-pushes it if the push fails and the push can settle it once Plex confirms."""
+    st = state_row(db, user, item_id, st)
+    st.position_seconds = position
+    st.progress_updated_at = now
+    if dirty:
+        st.synced_to_plex = False
+    db.flush()
+    return st
+
+
+def forget_state(db: Session, st: PlexState) -> None:
+    db.delete(st)
+    db.flush()
+
+
+def set_status(
+    db: Session, user: User, item_id: int, st: PlexState | None, status: str
+) -> PlexState:
+    """Set a watched or hidden status; watched also clears the resume point."""
+    st = state_row(db, user, item_id, st)
+    st.status = status
+    if status == "watched":
+        st.watched_at = datetime.now(timezone.utc)
+        st.position_seconds = 0
+    st.synced_to_plex = False
+    db.flush()
+    return st
+
+
+def bulk_state(
+    db: Session, user_id: int, eps: list[PlexItem], watched: bool
+) -> list[tuple[int, str, str]]:
+    """Mark every episode in `eps` watched (or unwatched) for a user and say what changed, as the
+    (item id, rating key, action) pushes a linked Plex account needs. Unwatching keeps the user's
+    private "hidden" marks."""
+    now = datetime.now(timezone.utc)
+    existing = rollup.item_state_map(db, user_id, [e.id for e in eps])
+    to_push: list[tuple[int, str, str]] = []
+    for e in eps:
+        st = existing.get(e.id)
+        prev = st.status if st is not None else "new"
+        if watched:
+            st = state_row(db, user_id, e.id, st)
+            prev = st.status  # a first checkpoint beside this may have made it meanwhile
+            st.status = "watched"
+            st.watched_at = now
+            st.position_seconds = 0
+            st.synced_to_plex = False
+            if prev != "watched":
+                to_push.append((e.id, e.rating_key, "watched"))
+        else:  # → new: drop any state (but keep the user's private "hidden" marks)
+            if st is not None and prev != "hidden":
+                db.delete(st)
+                if prev != "new":
+                    to_push.append((e.id, e.rating_key, "unwatched"))
+    db.flush()
+    return to_push

backend/app/plex/stream.py

@@ -33,7 +33,7 @@ from sqlalchemy.orm import Session as DbSession
 from app import logs, sysconfig
 from app.config import settings
 from app.downloads.edit import encode_thread_cap
-from app.models import PlexItem
+from app.plex.models import PlexItem
 from app.plex import paths
 from app.plex.sync import HDR_TRANSFERS, HW_DECODABLE_CODECS
 

backend/app/plex/subtitles.py

@@ -47,7 +47,7 @@ from sqlalchemy.orm import Session
 
 from app import logs
 from app.db import SessionLocal
-from app.models import PlexItem
+from app.plex.models import PlexItem
 from app.plex import paths as plex_paths
 from app.plex.cache import CACHE_DIR
 from app.plex.client import PlexClient, PlexError

backend/app/plex/sync.py

@@ -21,7 +21,7 @@ from sqlalchemy import func, select
 from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
-from app.models import PlexCollection, PlexItem, PlexLibrary, PlexSeason, PlexShow
+from app.plex.models import PlexCollection, PlexItem, PlexLibrary, PlexSeason, PlexShow
 from app.plex import detail, overlay, people
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
 from app.plex.genres import hu_genres

backend/app/plex/tmdb.py

@@ -22,7 +22,7 @@ from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
 from app.config import settings
-from app.models import PlexItem, PlexPerson, PlexShow
+from app.plex.models import PlexItem, PlexPerson, PlexShow
 from app.plex.cards import display_title
 from app.plex.people import people_by_credits, warm_portraits
 
@@ -619,9 +619,9 @@ def enrich_person(db: Session, person: PlexPerson) -> bool:
     if not person.tmdb_person_id or not sysconfig.get_str(db, "tmdb_api_key"):
         return False
     try:
-        # Called from a background task (off the request path — see people._enrich_person_bg), so it no
-        # longer blocks a serve; still cap the outbound TMDB call with a short timeout so a hanging TMDB
-        # doesn't tie up a threadpool worker for the default 30s.
+        # Called from a background task (off the request path — see `plex.service.enrich_person_bg`),
+        # so it no longer blocks a serve; still cap the outbound TMDB call with a short timeout so a
+        # hanging TMDB doesn't tie up a threadpool worker for the default 30s.
         with TmdbClient(db, timeout=8.0) as tmdb:
             _fetch_person_into(tmdb, person)
     except TmdbError as exc:

backend/app/plex/watch_sync.py

@@ -29,8 +29,11 @@ from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
 from app.db import SessionLocal
-from app.models import PlexItem, PlexLibrary, PlexLink, PlexState
+from app.userscope import owned_by
+from app.plex.models import PlexItem, PlexLibrary, PlexLink, PlexState
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
+from app.plex import queries
+from app.plex.service import state_row
 from app.plex.sync import (
     _TYPE_EPISODE,
     _TYPE_MOVIE,
@@ -196,7 +199,7 @@ def link_for_push(db: Session, user_id: int) -> PlexLink | None:
     """The active owner watch-push link for this user, or None when push is off / not the owner.
     Push is gated on `initial_import_done` so we never push a half-known local state over Plex's
     authoritative one before the one-time "Plex is master" import has reconciled them."""
-    link = db.execute(select(PlexLink).where(PlexLink.user_id == user_id)).scalars().first()
+    link = db.execute(select(PlexLink).where(owned_by(PlexLink.user_id, user_id))).scalars().first()
     if link and link.uses_admin and link.sync_enabled and link.initial_import_done:
         return link
     return None
@@ -251,13 +254,7 @@ def push_state_to_plex(
         # Flag the row synced — but an "unwatched" via status=new deletes the row, so there may be
         # nothing to flag; that's fine (unscrobble still happened). Skip the flag if the row was
         # re-edited since we captured `expect_ts` (leave it dirty for its own push / the reconcile).
-        st = (
-            db.execute(
-                select(PlexState).where(PlexState.user_id == user_id, PlexState.item_id == item_id)
-            )
-            .scalars()
-            .first()
-        )
+        st = queries.state(db, user_id, item_id)
         if st is not None and _row_matches(st, expect_ts):
             st.synced_to_plex = True
             db.commit()
@@ -318,7 +315,7 @@ def push_bulk_state_to_plex(user_id: int, changes: list[tuple[int, str, str]]) -
         if synced_ids:
             db.execute(
                 update(PlexState)
-                .where(PlexState.user_id == user_id, PlexState.item_id.in_(synced_ids))
+                .where(owned_by(PlexState.user_id, user_id), PlexState.item_id.in_(synced_ids))
                 .values(synced_to_plex=True)
             )
             db.commit()
@@ -391,13 +388,7 @@ def _pull_apply(
     """Bring one Plex-side positive signal into Siftlode under last-write-wins. Returns
     "watched"/"in_progress" if it changed the row, else None. Never clears a row (un-watch is the
     full reconcile's job) — this only pulls in watched/resume."""
-    st = (
-        db.execute(
-            select(PlexState).where(PlexState.user_id == user_id, PlexState.item_id == item_id)
-        )
-        .scalars()
-        .first()
-    )
+    st = queries.state(db, user_id, item_id)
     if _same_state(st, status, pos):
         if st is not None and not st.synced_to_plex:
             st.synced_to_plex = True  # already matches Plex → just settle the flag, no churn
@@ -418,8 +409,9 @@ def _pull_apply(
         # "almost always already pushed" assumption above excludes.
         return None
     if st is None:
-        st = PlexState(user_id=user_id, item_id=item_id)
-        db.add(st)
+        st = state_row(db, user_id, item_id, synced=True)
+        if not st.synced_to_plex:  # a local change made it first, beside this pull: the guard above
+            return None
     if status == "watched":
         st.status, st.position_seconds, st.watched_at, st.progress_updated_at = (
             "watched",
@@ -449,7 +441,7 @@ def _repush_dirty(db: Session, plex: PlexClient, link: PlexLink) -> int:
     dirty = (
         db.execute(
             select(PlexState).where(
-                PlexState.user_id == link.user_id,
+                owned_by(PlexState.user_id, link.user_id),
                 PlexState.synced_to_plex.is_(False),
                 PlexState.status != "hidden",
             )
@@ -505,7 +497,7 @@ def _reconcile_inprogress_movies(
     and aren't affected). Note: like the rest of this job, `metadata()` reads the TOKEN account (the
     owner) — a HTPC playing under a managed Plex user (accountID>1) is out of scope here as elsewhere."""
     conds = [
-        PlexState.user_id == link.user_id,
+        owned_by(PlexState.user_id, link.user_id),
         PlexState.status.notin_(("watched", "hidden")),
         PlexState.position_seconds > _PROGRESS_MIN_S,
         PlexItem.kind == "movie",
@@ -627,7 +619,7 @@ def _clear_unwatched(db: Session, user_id: int, plex_states: dict, settled: set[
         select(PlexState)
         .join(PlexItem, PlexItem.id == PlexState.item_id)
         .join(PlexLibrary, PlexLibrary.id == PlexItem.library_id)
-        .where(PlexState.user_id == user_id, PlexLibrary.plex_key.in_(settled))
+        .where(owned_by(PlexState.user_id, user_id), PlexLibrary.plex_key.in_(settled))
     )
     for st in rows.scalars().all():
         if st.item_id in plex_states or st.status == "hidden" or not st.synced_to_plex:

backend/app/quota.py

@@ -16,6 +16,7 @@ from sqlalchemy.dialects.postgresql import insert as pg_insert
 from sqlalchemy.engine import CursorResult
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import logs, sysconfig
 from app.db import SessionLocal
 from app.models import ApiQuotaUsage, QuotaEvent
@@ -43,6 +44,7 @@ class QuotaAction:
     VIDEOS_ENRICH = "videos_enrich"
     VIDEOS_LOOKUP = "videos_lookup"
     VIDEOS_SEARCH = "videos_search"
+    VIDEOS_RELATED = "videos_related"
     CHANNELS_DISCOVER = "channels_discover"
     CHANNELS_EXPLORE = "channels_explore"
     CHANNELS_SUBSCRIBE = "channels_subscribe"
@@ -141,7 +143,7 @@ def backfill_reserve_reached() -> bool:
     condition for every backfill/explore path (recent, deep, immediate full-history, explore, and
     rolling revalidation).
 
-    Reads in its OWN short-lived session (like record_usage / log_action), for two reasons: it
+    Reads in its OWN short-lived session (like record_usage / claim_action), for two reasons: it
     replaces the remaining/reserve comparison that was open-coded at every call site, and — critically
     for the per-page guards in paging loops — a guard must not hold the caller's transaction open
     across the network fetch that follows it. Quota is committed independently of any caller, so a
@@ -150,31 +152,48 @@ def backfill_reserve_reached() -> bool:
         return remaining_today(qs) <= sysconfig.get_int(qs, "backfill_quota_reserve")
 
 
-def log_action(user_id: int, action: str) -> None:
-    """Record a zero-cost action event so per-user daily caps still count it.
+def claim_action(user_id: int, action: str, limit: int) -> int | None:
+    """Take one of this user's `limit` daily `action` slots, or None when they are all taken — the
+    check and the take in one transaction, under a lock per user and action. Checked first and
+    logged after the work, N requests sent together at the last free slot all passed the check
+    (the work in between is seconds of scraping). Returns the event's id, for `refund_action` when
+    the work then produced nothing.
 
-    `record_usage` only logs when units are actually charged; a scrape-based search spends no
-    quota yet must still be rate-limited per user, so it logs its event here directly.
-
-    Writes in its OWN session (like record_usage) — quota accounting is durable independent of the
-    caller's transaction and must never commit the caller's session (that would flush a job's
-    partial state mid-run, defeating its own rollback)."""
+    The ONE way to count a capped action: a claim is a zero-unit event, and `actions_today` counts
+    those alone, so a call the action then pays for (search.list's own `record_usage` event, under
+    the same action) is accounting, never a second slot. Own session, committed at once — quota
+    accounting is durable whatever the caller's transaction does next, and must never commit it."""
     with SessionLocal() as qs:
-        qs.add(QuotaEvent(user_id=user_id, action=action, units=0))
+        qs.execute(select(func.pg_advisory_xact_lock(func.hashtext(action), user_id)))
+        if actions_today(qs, user_id, action) >= limit:
+            return None
+        event = QuotaEvent(user_id=user_id, action=action, units=0)
+        qs.add(event)
+        qs.commit()
+        return event.id
+
+
+def refund_action(event_id: int) -> None:
+    """Give a slot `claim_action` took back: the work it was taken for failed outright, and a
+    request that showed the user nothing must not count against them."""
+    with SessionLocal() as qs:
+        qs.execute(delete(QuotaEvent).where(QuotaEvent.id == event_id))
         qs.commit()
 
 
 def actions_today(db: Session, user_id: int, action: str) -> int:
-    """How many quota events of `action` this user has logged so far in the current Pacific
-    day — for per-user, per-action daily caps (e.g. the live-search limit). Counts events,
-    not units, so it only works for actions charged exactly once per user action."""
+    """How many slots of `action` this user has claimed so far in the current Pacific day — for
+    per-user, per-action daily caps (the live search, the related lists). Counts the zero-unit
+    claim events (`claim_action`) only: `record_usage`'s events for units the action spent are not
+    slots (it logs only when units were charged)."""
     return (
         db.scalar(
             select(func.count())
             .select_from(QuotaEvent)
             .where(
-                QuotaEvent.user_id == user_id,
+                owned_by(QuotaEvent.user_id, user_id),
                 QuotaEvent.action == action,
+                QuotaEvent.units == 0,
                 QuotaEvent.created_at >= pacific_day_start_utc(),
             )
         )

backend/app/ratelimit.py

@@ -42,6 +42,14 @@ class RateLimiter:
         with self._lock:
             return sum(c for t, c in self._hits.get(key, []) if t > cutoff) >= self.max_events
 
+    def room(self, key: str) -> float:
+        """How much cost ``key`` may still spend in the current window, WITHOUT counting anything —
+        for work counted only once it has succeeded: ask it first, ``allow`` what was done."""
+        cutoff = time.monotonic() - self.window
+        with self._lock:
+            used = sum(c for t, c in self._hits.get(key, []) if t > cutoff)
+        return max(0.0, self.max_events - used)
+
     def allow(self, key: str, cost: float = 1) -> bool:
         """Record an attempt costing ``cost`` for ``key`` and return whether it is within the limit.
 

backend/app/reader/models.py

@@ -4,6 +4,7 @@ and the comfort shelf on Home. Only this unit writes them; another unit reads th
 edge, or asks this unit's service."""
 
 from datetime import datetime
+from enum import StrEnum
 
 from sqlalchemy import (
     Boolean,
@@ -11,12 +12,14 @@ from sqlalchemy import (
     DateTime,
     Float,
     ForeignKey,
+    Index,
     Integer,
     JSON,
     String,
     Text,
     UniqueConstraint,
     func,
+    text,
 )
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
@@ -82,6 +85,21 @@ class VideoState(Base, UpdatedAtMixin):
     progress_updated_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
 
 
+class VideoUnmark(Base):
+    """When the user last took a video back to "new" here — un-marked it, or reset it. That leaves
+    no `VideoState` (its absence is "new"), so without this row a later import of what they watched
+    on YouTube could not tell a video they un-marked from one never touched, and marked it watched
+    again. Kept by user and video; the video's own deletion takes it."""
+
+    __tablename__ = "video_unmarks"
+    __table_args__ = (UniqueConstraint("user_id", "video_id", name="uq_video_unmark"),)
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"))
+    video_id: Mapped[str] = mapped_column(ForeignKey("videos.id", ondelete="CASCADE"), index=True)
+    at: Mapped[datetime] = mapped_column(DateTime(timezone=True))
+
+
 class Playlist(Base, TimestampMixin, UpdatedAtMixin):
     """A per-user named, ordered collection of videos from the shared catalog.
 
@@ -93,6 +111,15 @@ class Playlist(Base, TimestampMixin, UpdatedAtMixin):
     sync phases; the foundation phase only uses local playlists.)"""
 
     __tablename__ = "playlists"
+    __table_args__ = (
+        # One Watch later per user, held by the database: two first saves at once each made one.
+        Index(
+            "uq_playlist_watch_later",
+            "user_id",
+            unique=True,
+            postgresql_where=text("kind = 'watch_later'"),
+        ),
+    )
 
     id: Mapped[int] = mapped_column(primary_key=True)
     user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"), index=True)
@@ -202,3 +229,70 @@ class ComfortPin(Base, TimestampMixin):
     # 0-based shelf order. The shelf is short and hand-curated, so a dense integer the reorder
     # endpoint rewrites wholesale beats a fractional index nobody would ever exercise here.
     position: Mapped[int] = mapped_column(Integer, default=0, server_default="0", nullable=False)
+
+
+class TakeoutKind(StrEnum):
+    """What a Google Takeout row says the user did with a video."""
+
+    WATCHED = "watched"  # history/watch-history.json
+    WATCH_LATER = "watch_later"  # playlists/Watch later-videos.csv
+
+
+class TakeoutOutcome(StrEnum):
+    """What the import did with a row; NULL = still waiting for its video to be known (and, for a
+    watched one, probed for Shorts)."""
+
+    WATCHED = "watched"  # the video is marked watched at the Takeout time
+    KEPT = "kept"  # the state the user set here (watched, hidden, or changed later) stays
+    SHORT = "short"  # a Short: swiping one past is not watching it
+    ADDED = "added"  # added to Watch later
+    PRESENT = "present"  # already in Watch later
+    MISSING = "missing"  # YouTube no longer has the video
+
+
+class TakeoutItem(Base, TimestampMixin):
+    """One video from a user's Google Takeout export: watched (with when) or in their YouTube Watch
+    later list (with when it was added). The rows are both the import job's input and its memory: a
+    video the catalog does not know yet waits here, with no outcome, until it enters the catalog.
+    The id is not a foreign key for that reason. A watched row's channel and length feed the
+    "channels you watch but do not follow" list: the length is asked of YouTube for that list alone
+    and kept here, so its videos need not enter the shared catalog to be counted."""
+
+    __tablename__ = "takeout_items"
+    __table_args__ = (
+        UniqueConstraint("user_id", "kind", "video_id", name="uq_takeout_item"),
+        CheckConstraint("kind IN ('watched', 'watch_later')", name="ck_takeout_item_kind"),
+        # The waiting rows, by video: what a newly known video looks up.
+        Index(
+            "ix_takeout_items_waiting",
+            "video_id",
+            postgresql_where=text("outcome IS NULL"),
+        ),
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"))
+    kind: Mapped[str] = mapped_column(String(12))
+    video_id: Mapped[str] = mapped_column(String(16))
+    channel_id: Mapped[str | None] = mapped_column(String(32))
+    # Watched: the last time in the export; Watch later: when it was added.
+    at: Mapped[datetime] = mapped_column(DateTime(timezone=True))
+    outcome: Mapped[str | None] = mapped_column(String(12))
+    # When YouTube was asked for the video's length (NULL = not yet), and the length it gave; a
+    # video it no longer has keeps a NULL length.
+    looked_up_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    duration_seconds: Mapped[int | None] = mapped_column(Integer)
+
+
+class TakeoutChannelDismissal(Base, TimestampMixin):
+    """A channel the user put out of their "watched but not followed" list. The id is not a foreign
+    key: the channel may never have entered the catalog, or may leave it, and the choice stays."""
+
+    __tablename__ = "takeout_channel_dismissals"
+    __table_args__ = (
+        UniqueConstraint("user_id", "channel_id", name="uq_takeout_channel_dismissal"),
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    user_id: Mapped[int] = mapped_column(ForeignKey("users.id", ondelete="CASCADE"))
+    channel_id: Mapped[str] = mapped_column(String(32))

backend/app/reader/queries.py

@@ -1,5 +1,5 @@
-"""Reader's reads: a user's labels, saved views, watch state and playlists, for the HTTP layer and
-for the other units that ask about them.
+"""Reader's reads: a user's labels, saved views, watch state, playlists and Takeout import, for the HTTP
+layer and for the other units that ask about them.
 
 Every read of a user's row goes through `userscope`, so "someone else's row" is the same answer as
 a missing one. Reader reads Catalog's videos along its declared edge (a playlist's cover and
@@ -7,14 +7,28 @@ length, whether a video exists); another unit asks the questions at the end of t
 than joining Reader's tables itself.
 """
 
+from collections.abc import Iterable
+from datetime import datetime
+
 from sqlalchemy import ColumnElement, and_, func, or_, select
 from sqlalchemy.orm import InstrumentedAttribute, Session, aliased
 
 from app.collation import collated
 from app.feedquery import feed_columns, serialize
 from app.models import User
-from app.catalog.models import Channel, Subscription, Video
-from app.reader.models import ChannelTag, Playlist, PlaylistItem, SavedView, Tag, VideoState
+from app.catalog.models import BlockedChannel, Channel, Subscription, Video
+from app.reader.models import (
+    ChannelTag,
+    Playlist,
+    PlaylistItem,
+    SavedView,
+    Tag,
+    TakeoutChannelDismissal,
+    TakeoutItem,
+    TakeoutKind,
+    VideoState,
+    VideoUnmark,
+)
 from app.userscope import owned_by, owned_row
 
 # --- catalog, read along the edge ------------------------------------------------------------
@@ -230,6 +244,18 @@ def kept_by_a_reader(video_id: InstrumentedAttribute[str]) -> ColumnElement[bool
     )
 
 
+def in_a_watch_history(channel_id: InstrumentedAttribute[str]) -> ColumnElement[bool]:
+    """A channel someone's uploaded Takeout history shows watched. The "watched but not followed"
+    list names a channel from its catalog row, so the explore cleanup keeps the row of one (its
+    videos it may still reclaim: opening the list's videos brings them back). As a clause, so the
+    cleanup's DELETE stays one statement."""
+    return (
+        select(TakeoutItem.id)
+        .where(TakeoutItem.channel_id == channel_id, TakeoutItem.kind == TakeoutKind.WATCHED)
+        .exists()
+    )
+
+
 def playlisted_by(db: Session, video_ids: list[str]) -> list[tuple[int, str]]:
     """(user id, video id) for every user who has one of these videos in a playlist."""
     return list(
@@ -293,6 +319,36 @@ def held_by(db: Session, user: User, video_ids: list[str]) -> set[str]:
     )
 
 
+def seen_by(db: Session, user: User, video_ids: list[str]) -> set[str]:
+    """Which of these videos the user has already seen or set aside: watched or hidden here, or in
+    their uploaded Takeout history unless they took it back to "new" here since. The ids need not
+    be in the catalog — a Takeout row names a video the catalog may never have had — so a list
+    of what YouTube suggests can drop them before anything is ingested."""
+    if not video_ids:
+        return set()
+    marked = select(VideoState.video_id).where(
+        owned_by(VideoState.user_id, user),
+        VideoState.video_id.in_(video_ids),
+        VideoState.status.in_(("watched", "hidden")),
+    )
+    unmarked_since = (
+        select(VideoUnmark.id)
+        .where(
+            owned_by(VideoUnmark.user_id, user),
+            VideoUnmark.video_id == TakeoutItem.video_id,
+            VideoUnmark.at > TakeoutItem.at,
+        )
+        .exists()
+    )
+    in_history = select(TakeoutItem.video_id).where(
+        owned_by(TakeoutItem.user_id, user),
+        TakeoutItem.kind == TakeoutKind.WATCHED,
+        TakeoutItem.video_id.in_(video_ids),
+        ~unmarked_since,
+    )
+    return set(db.scalars(marked)) | set(db.scalars(in_history))
+
+
 def feed_rows_by_ids(db: Session, user: User, video_ids: list[str]) -> list[dict]:
     """These videos serialized with the feed's projection (their channel, this user's watch state,
     saved), in the order given."""
@@ -359,3 +415,355 @@ def user_tag_link(db: Session, user: User, channel_id: str, tag_id: int) -> Chan
             owned_by(ChannelTag.user_id, user),
         )
     ).scalar_one_or_none()
+
+
+# --- Google Takeout --------------------------------------------------------------------------
+
+
+def _settled_here() -> ColumnElement[bool]:
+    """A video a waiting "watched" row may be marked on: one the catalog keeps of its own, not a
+    discovery video only a search or an explore brought in. A mark is a `VideoState`, which the
+    cleanup jobs read as a reader keeping it (`kept_by_a_reader`): on one of those it would keep the
+    video, and its explored channel, for good. Such a row waits until the video is the catalog's own
+    (its channel subscribed to) — or is gone."""
+    subscribed = select(Subscription.id).where(Subscription.channel_id == Video.channel_id).exists()
+    return and_(Video.via_explore.is_(False), or_(Video.via_search.is_(False), subscribed))
+
+
+def takeout_watched_ready(db: Session, user: User) -> list[tuple[int, str, datetime, bool]]:
+    """The user's waiting "watched" rows whose video the catalog knows and has probed for Shorts:
+    (row id, video id, Takeout time, is Short)."""
+    return list(
+        db.execute(
+            select(TakeoutItem.id, TakeoutItem.video_id, TakeoutItem.at, Video.is_short)
+            .join(Video, Video.id == TakeoutItem.video_id)
+            .where(
+                owned_by(TakeoutItem.user_id, user),
+                TakeoutItem.kind == TakeoutKind.WATCHED,
+                TakeoutItem.outcome.is_(None),
+                Video.shorts_probed,
+                _settled_here(),
+            )
+        ).tuples()
+    )
+
+
+def takeout_waiting(db: Session, user: User, kind: TakeoutKind) -> list[tuple[int, str]]:
+    """The user's rows of `kind` the import has not settled, oldest first: (row id, video id)."""
+    return list(
+        db.execute(
+            select(TakeoutItem.id, TakeoutItem.video_id)
+            .where(
+                owned_by(TakeoutItem.user_id, user),
+                TakeoutItem.kind == kind,
+                TakeoutItem.outcome.is_(None),
+            )
+            .order_by(TakeoutItem.at, TakeoutItem.id)
+        ).tuples()
+    )
+
+
+# Ids per IN list: a list is bound one parameter an id, and a statement takes at most 65,535.
+_IN_CHUNK = 5000
+
+
+def known_video_ids(db: Session, ids: list[str]) -> set[str]:
+    """Which of `ids` the catalog holds."""
+    known: set[str] = set()
+    for start in range(0, len(ids), _IN_CHUNK):
+        chunk = ids[start : start + _IN_CHUNK]
+        known.update(db.execute(select(Video.id).where(Video.id.in_(chunk))).scalars())
+    return known
+
+
+def unmarked_at(db: Session, user: User, ids: list[str]) -> dict[str, datetime]:
+    """When the user last took each of `ids` back to "new" here, for those they ever did."""
+    out: dict[str, datetime] = {}
+    for start in range(0, len(ids), _IN_CHUNK):
+        rows = db.execute(
+            select(VideoUnmark.video_id, VideoUnmark.at).where(
+                owned_by(VideoUnmark.user_id, user),
+                VideoUnmark.video_id.in_(ids[start : start + _IN_CHUNK]),
+            )
+        ).tuples()
+        out.update((vid, at) for vid, at in rows)
+    return out
+
+
+def in_playlist(db: Session, playlist_id: int, ids: list[str]) -> set[str]:
+    """Which of `ids` the playlist already holds."""
+    held: set[str] = set()
+    for start in range(0, len(ids), _IN_CHUNK):
+        chunk = ids[start : start + _IN_CHUNK]
+        held.update(
+            db.execute(
+                select(PlaylistItem.video_id).where(
+                    PlaylistItem.playlist_id == playlist_id, PlaylistItem.video_id.in_(chunk)
+                )
+            ).scalars()
+        )
+    return held
+
+
+def takeout_rows_besides(
+    db: Session, user: User, kind: TakeoutKind, video_ids: Iterable[str]
+) -> int:
+    """How many Takeout rows the user keeps other than `video_ids` of `kind`: what an upload of
+    those videos would be added to."""
+    total = (
+        db.scalar(select(func.count(TakeoutItem.id)).where(owned_by(TakeoutItem.user_id, user)))
+        or 0
+    )
+    ids = list(video_ids)
+    for start in range(0, len(ids), _IN_CHUNK):
+        total -= (
+            db.scalar(
+                select(func.count(TakeoutItem.id)).where(
+                    owned_by(TakeoutItem.user_id, user),
+                    TakeoutItem.kind == kind,
+                    TakeoutItem.video_id.in_(ids[start : start + _IN_CHUNK]),
+                )
+            )
+            or 0
+        )
+    return total
+
+
+def takeout_outcomes(db: Session, user: User) -> dict[tuple[str, str | None], int]:
+    """How many of the user's rows each kind and outcome holds (None = waiting)."""
+    rows = db.execute(
+        select(TakeoutItem.kind, TakeoutItem.outcome, func.count())
+        .where(owned_by(TakeoutItem.user_id, user))
+        .group_by(TakeoutItem.kind, TakeoutItem.outcome)
+    ).all()
+    return {(kind, outcome): n for kind, outcome, n in rows}
+
+
+def takeout_summary(db: Session, user: User) -> dict[str, dict[str, int]]:
+    """The user's kept Takeout videos by kind and outcome, for their settings page: `{"watched":
+    {"watched": n, "short": n, "waiting": n, …}, "watch_later": {…}}` — the import's outcome words,
+    "waiting" for a video not known yet."""
+    out: dict[str, dict[str, int]] = {kind.value: {} for kind in TakeoutKind}
+    for (kind, outcome), n in takeout_outcomes(db, user).items():
+        out[kind][outcome or "waiting"] = n
+    return out
+
+
+def takeout_users_ready(db: Session) -> list[int]:
+    """Every user with a waiting "watched" row whose video is now known and probed for Shorts: the
+    rows a later run of the Shorts probe made ready."""
+    return list(
+        db.execute(
+            select(TakeoutItem.user_id)
+            .join(Video, Video.id == TakeoutItem.video_id)
+            .where(
+                TakeoutItem.kind == TakeoutKind.WATCHED,
+                TakeoutItem.outcome.is_(None),
+                Video.shorts_probed,
+                _settled_here(),
+            )
+            .distinct()
+        ).scalars()
+    )
+
+
+def takeout_users_watch_later_waiting(db: Session) -> list[int]:
+    """Every user with a Watch later row a run could not put in yet."""
+    return list(
+        db.execute(
+            select(TakeoutItem.user_id)
+            .where(TakeoutItem.kind == TakeoutKind.WATCH_LATER, TakeoutItem.outcome.is_(None))
+            .distinct()
+        ).scalars()
+    )
+
+
+# --- channels watched but not followed ---------------------------------------------------------
+
+# A channel joins the list with this many watched videos of at least this length. A Short is three
+# minutes at most, so the length alone keeps them out, and a video under five minutes says too
+# little of what a channel is about to count towards it.
+WATCHED_CHANNEL_MIN_VIDEOS = 5
+WATCHED_CHANNEL_MIN_SECONDS = 300
+
+
+def _unfollowed(user: User) -> ColumnElement[bool]:
+    """A watched row whose channel the user neither follows, blocked, put out of the list, nor is."""
+    subscribed = select(Subscription.channel_id).where(owned_by(Subscription.user_id, user))
+    blocked = select(BlockedChannel.channel_id).where(owned_by(BlockedChannel.user_id, user))
+    dismissed = select(TakeoutChannelDismissal.channel_id).where(
+        owned_by(TakeoutChannelDismissal.user_id, user)
+    )
+    clauses = [
+        owned_by(TakeoutItem.user_id, user),
+        TakeoutItem.kind == TakeoutKind.WATCHED,
+        TakeoutItem.channel_id.is_not(None),
+        TakeoutItem.channel_id.not_in(subscribed),
+        TakeoutItem.channel_id.not_in(blocked),
+        TakeoutItem.channel_id.not_in(dismissed),
+    ]
+    if user.yt_channel_id:
+        clauses.append(TakeoutItem.channel_id != user.yt_channel_id)
+    return and_(*clauses)
+
+
+def _candidate_channels(user: User):
+    """The unfollowed channels with enough watched videos to make the list once their lengths are
+    known: (channel id, how many watched)."""
+    return (
+        select(TakeoutItem.channel_id, func.count().label("watched"))
+        .where(_unfollowed(user))
+        .group_by(TakeoutItem.channel_id)
+        .having(func.count() >= WATCHED_CHANNEL_MIN_VIDEOS)
+        .subquery()
+    )
+
+
+def takeout_lengths_to_ask(db: Session, user: User) -> list[str]:
+    """The watched videos whose length the list still needs: those of the candidate channels not
+    asked about yet, the most watched channels first, so a lookup cut short fills the top."""
+    cand = _candidate_channels(user)
+    return list(
+        db.execute(
+            select(TakeoutItem.video_id)
+            .join(cand, cand.c.channel_id == TakeoutItem.channel_id)
+            .where(_unfollowed(user), TakeoutItem.looked_up_at.is_(None))
+            .order_by(cand.c.watched.desc(), TakeoutItem.channel_id, TakeoutItem.at.desc())
+        ).scalars()
+    )
+
+
+def watched_channels_pending(db: Session, user: User) -> int:
+    """How many channels a later run may still add to the list: the candidates with a watched video
+    whose length is not known, and the ones that made it but have no catalog row to be listed from
+    yet. One the catalog holds without details is listed already (by the name it came in with), so
+    it is not one to come."""
+    cand = _candidate_channels(user)
+    unasked = db.execute(
+        select(TakeoutItem.channel_id)
+        .join(cand, cand.c.channel_id == TakeoutItem.channel_id)
+        .where(_unfollowed(user), TakeoutItem.looked_up_at.is_(None))
+        .distinct()
+    ).scalars()
+    counted = _counted_channels(user)
+    unlisted = db.execute(
+        select(counted.c.channel_id)
+        .outerjoin(Channel, Channel.id == counted.c.channel_id)
+        .where(Channel.id.is_(None))
+    ).scalars()
+    return len(set(unasked) | set(unlisted))
+
+
+def _counted_channels(user: User):
+    """The channels that make the list by their counted videos, whatever the catalog holds of them."""
+    return (
+        select(TakeoutItem.channel_id)
+        .where(_unfollowed(user), TakeoutItem.duration_seconds >= WATCHED_CHANNEL_MIN_SECONDS)
+        .group_by(TakeoutItem.channel_id)
+        .having(func.count() >= WATCHED_CHANNEL_MIN_VIDEOS)
+        .subquery()
+    )
+
+
+def watched_channels_to_describe(db: Session, user: User) -> list[str]:
+    """The channels on the list (by their counted videos) that the catalog lacks or has no details
+    of yet: what the list cannot name, or names with no more than a video brought."""
+    counted = _counted_channels(user)
+    return list(
+        db.execute(
+            select(counted.c.channel_id)
+            .outerjoin(Channel, Channel.id == counted.c.channel_id)
+            .where(Channel.details_synced_at.is_(None))
+        ).scalars()
+    )
+
+
+def watched_channels(db: Session, user: User) -> list[tuple[Channel, int, datetime]]:
+    """The channels the user watched often but does not follow: (channel, how many of its videos
+    over five minutes they watched, when last). Most watched first; on a tie the one watched more
+    lately, which is the likelier interest."""
+    n = func.count(TakeoutItem.id)
+    last = func.max(TakeoutItem.at)
+    return list(
+        db.execute(
+            select(Channel, n, last)
+            .join(Channel, Channel.id == TakeoutItem.channel_id)
+            .where(_unfollowed(user), TakeoutItem.duration_seconds >= WATCHED_CHANNEL_MIN_SECONDS)
+            .group_by(Channel.id)
+            .having(n >= WATCHED_CHANNEL_MIN_VIDEOS)
+            .order_by(n.desc(), last.desc(), Channel.id)
+        ).tuples()
+    )
+
+
+def has_watch_history(db: Session, user: User) -> bool:
+    """Whether the user has uploaded a Takeout watch history at all."""
+    return bool(
+        db.scalar(
+            select(
+                select(TakeoutItem.id)
+                .where(owned_by(TakeoutItem.user_id, user), TakeoutItem.kind == TakeoutKind.WATCHED)
+                .exists()
+            )
+        )
+    )
+
+
+def watched_in_history(db: Session, user: User, channel_id: str) -> bool:
+    """Whether the user's Takeout history shows them watching this channel at all."""
+    return bool(
+        db.scalar(
+            select(
+                select(TakeoutItem.id)
+                .where(
+                    owned_by(TakeoutItem.user_id, user),
+                    TakeoutItem.kind == TakeoutKind.WATCHED,
+                    TakeoutItem.channel_id == channel_id,
+                )
+                .exists()
+            )
+        )
+    )
+
+
+def watched_channel_videos(
+    db: Session, user: User, channel_id: str
+) -> tuple[list[tuple[str, datetime]], int]:
+    """The user's watched videos of one channel that the list counts, last watched first: (video
+    id, when). And how many YouTube no longer has."""
+    rows = db.execute(
+        select(TakeoutItem.video_id, TakeoutItem.at, TakeoutItem.duration_seconds)
+        .where(
+            owned_by(TakeoutItem.user_id, user),
+            TakeoutItem.kind == TakeoutKind.WATCHED,
+            TakeoutItem.channel_id == channel_id,
+            TakeoutItem.looked_up_at.is_not(None),
+        )
+        .order_by(TakeoutItem.at.desc(), TakeoutItem.video_id)
+    ).tuples()
+    counted: list[tuple[str, datetime]] = []
+    gone = 0
+    for vid, at, seconds in rows:
+        if seconds is None:
+            gone += 1
+        elif seconds >= WATCHED_CHANNEL_MIN_SECONDS:
+            counted.append((vid, at))
+    return counted, gone
+
+
+def takeout_users_with_list_work(db: Session) -> list[int]:
+    """Every user whose "watched but not followed" list a run can still add to: lengths to ask, or
+    channels to name. Asked of each user whose history holds a channel of enough watched videos,
+    since what is off a list (followed, blocked, put out, their own) is that user's own — a row of
+    one is never asked about, and would otherwise bring the user back on every run."""
+    per_channel = (
+        select(TakeoutItem.user_id)
+        .where(TakeoutItem.kind == TakeoutKind.WATCHED, TakeoutItem.channel_id.is_not(None))
+        .group_by(TakeoutItem.user_id, TakeoutItem.channel_id)
+        .having(func.count() >= WATCHED_CHANNEL_MIN_VIDEOS)
+        .subquery()
+    )
+    users = db.execute(
+        select(User).where(User.id.in_(select(per_channel.c.user_id))).order_by(User.id)
+    ).scalars()
+    return [user.id for user in users if watched_channels_pending(db, user)]

backend/app/reader/service.py

@@ -9,13 +9,27 @@ unique key, a row lock taken before a presence check. The comfort shelf's writes
 
 from datetime import datetime, timezone
 
-from sqlalchemy import exists, func, select, update
+from typing import cast
+
+from sqlalchemy import Table, bindparam, delete, exists, func, select, text, update
 from sqlalchemy.dialects.postgresql import insert as pg_insert
 from sqlalchemy.orm import Session
 
 from app.models import User
 from app.reader import queries
-from app.reader.models import ChannelTag, Playlist, PlaylistItem, SavedView, Tag, VideoState
+from app.reader.models import (
+    ChannelTag,
+    Playlist,
+    PlaylistItem,
+    SavedView,
+    Tag,
+    TakeoutChannelDismissal,
+    TakeoutItem,
+    TakeoutKind,
+    TakeoutOutcome,
+    VideoState,
+    VideoUnmark,
+)
 from app.sync.playlists import lock_playlists, recompute_dirty
 from app.userscope import owned_by
 
@@ -196,6 +210,7 @@ def unmark(db: Session, user: User, video_id: str) -> None:
     the in-progress state, not where the user left off); otherwise the row goes. The player fires
     this beside a checkpoint that may delete the same row: the caller's commit then raises
     `StaleDataError`, which is that lost race and nothing worse."""
+    lock_takeout(db, user)  # an import settling meanwhile reads the un-mark below, or comes first
     row = queries.video_state(db, user, video_id)
     if row is None:
         return
@@ -204,9 +219,21 @@ def unmark(db: Session, user: User, video_id: str) -> None:
         row.watched_at = None
     else:
         db.delete(row)
+    _remember_unmark(db, user, video_id)
     db.flush()
 
 
+def _remember_unmark(db: Session, user: User, video_id: str) -> None:
+    """Note that the user took the video back to "new" now: the state they set leaves no row, and
+    an import of their YouTube history must not mark it watched again (`apply_takeout_watched`)."""
+    now = datetime.now(timezone.utc)
+    db.execute(
+        pg_insert(VideoUnmark)
+        .values(user_id=user.id, video_id=video_id, at=now)
+        .on_conflict_do_update(constraint="uq_video_unmark", set_={"at": now})
+    )
+
+
 def mark(db: Session, user: User, video_id: str, status: str) -> None:
     """ "watched" or "hidden", as one atomic upsert on (user, video). The player marks "watched" at
     the end of playback at the instant a checkpoint may delete the in-progress row; a SELECT then
@@ -231,32 +258,43 @@ def mark(db: Session, user: User, video_id: str, status: str) -> None:
 def clear_state(db: Session, user: User, video_id: str) -> None:
     """The video back to pristine for this user: status, resume point and `watched_at` all go.
     Playlist membership lives elsewhere and stays."""
+    lock_takeout(db, user)  # as `unmark`
     row = queries.video_state(db, user, video_id)
     if row is not None:
         db.delete(row)
+        _remember_unmark(db, user, video_id)
         db.flush()
 
 
 def set_progress(db: Session, user: User, video_id: str, position: int) -> None:
     """The player's resume point. 0 clears it: a row holding nothing else goes, one with a status
-    (watched, hidden) keeps it with the position zeroed. The status itself is never changed here."""
-    row = queries.video_state(db, user, video_id)
+    (watched, hidden) keeps it with the position zeroed. The status itself is never changed here.
+    A position is one upsert on (user, video): the first checkpoint and the end-of-playback mark
+    beside it both read "no row", and a plain add let the second one fail on `uq_user_video`."""
     now = datetime.now(timezone.utc)
-    if not position:
-        if row is None:
-            return
-        if row.status == "new":
-            db.delete(row)
-        else:
-            row.position_seconds = 0
-            row.progress_updated_at = now
-        db.flush()
+    if position:
+        db.execute(
+            pg_insert(VideoState)
+            .values(
+                user_id=user.id,
+                video_id=video_id,
+                position_seconds=position,
+                progress_updated_at=now,
+            )
+            .on_conflict_do_update(
+                constraint="uq_user_video",
+                set_={"position_seconds": position, "progress_updated_at": now, "updated_at": now},
+            )
+        )
         return
+    row = queries.video_state(db, user, video_id)
     if row is None:
-        row = VideoState(user_id=user.id, video_id=video_id)
-        db.add(row)
-    row.position_seconds = position
-    row.progress_updated_at = now
+        return
+    if row.status == "new":
+        db.delete(row)
+    else:
+        row.position_seconds = 0
+        row.progress_updated_at = now
     db.flush()
 
 
@@ -319,17 +357,25 @@ def create_playlist(db: Session, user: User, name: str) -> Playlist:
 
 
 def watch_later(db: Session, user: User) -> Playlist:
-    """The user's built-in Watch later playlist, created on first use."""
+    """The user's built-in Watch later playlist, created on first use. Created by the insert itself
+    (ON CONFLICT DO NOTHING on the one-per-user index) and then read: the first two saves at once
+    both read "none", and each used to make a list of its own."""
     pl = queries.watch_later(db, user)
     if pl is None:
-        pl = Playlist(
-            user_id=user.id,
-            name="Watch later",
-            kind="watch_later",
-            position=_next_playlist_position(db, user.id),
+        db.execute(
+            pg_insert(Playlist)
+            .values(
+                user_id=user.id,
+                name="Watch later",
+                kind="watch_later",
+                position=_next_playlist_position(db, user.id),
+            )
+            .on_conflict_do_nothing(
+                index_elements=["user_id"], index_where=text("kind = 'watch_later'")
+            )
         )
-        db.add(pl)
-        db.flush()  # the id, for the item the caller adds next
+        pl = queries.watch_later(db, user)
+        assert pl is not None  # inserted now, or committed by the request that won
     return pl
 
 
@@ -478,3 +524,192 @@ def detach_user_tag(db: Session, user: User, channel_id: str, tag_id: int) -> No
     if row is not None:
         db.delete(row)
         db.flush()
+
+
+# --- Google Takeout --------------------------------------------------------------------------
+
+_TAKEOUT_BATCH = 1000
+# The advisory-lock namespace of one user's Takeout rows ("TO"), so a key cannot meet another lock's.
+_TAKEOUT_LOCK_NS = 0x544F
+
+
+def lock_takeout(db: Session, user: User) -> None:
+    """Hold the user's Takeout rows for the rest of the transaction. An upload's staging and an
+    import's settling each lock many of the same rows, one statement after another and in no common
+    order, so without one lock over both the two can deadlock. An un-mark takes it too: the import
+    reads the un-marks before it marks, and one landing between the two would be overwritten."""
+    db.execute(select(func.pg_advisory_xact_lock(_TAKEOUT_LOCK_NS, user.id)))
+
+
+def stage_takeout(
+    db: Session, user: User, kind: TakeoutKind, rows: dict[str, tuple[datetime, str | None]]
+) -> None:
+    """Keep the videos of one Takeout file, `{video id: (time, channel id)}`, for the import job.
+    A second upload of the same export, or a newer one, adds what is new: a video already kept keeps
+    the later time, and a row the import has settled keeps its outcome."""
+    lock_takeout(db, user)
+    values = [
+        {"user_id": user.id, "kind": kind, "video_id": vid, "at": at, "channel_id": channel}
+        for vid, (at, channel) in rows.items()
+    ]
+    for start in range(0, len(values), _TAKEOUT_BATCH):
+        stmt = pg_insert(TakeoutItem).values(values[start : start + _TAKEOUT_BATCH])
+        db.execute(
+            stmt.on_conflict_do_update(
+                constraint="uq_takeout_item",
+                set_={
+                    "at": func.greatest(TakeoutItem.at, stmt.excluded.at),
+                    "channel_id": func.coalesce(stmt.excluded.channel_id, TakeoutItem.channel_id),
+                },
+            )
+        )
+    db.flush()
+
+
+def _settle(db: Session, ids: list[int], outcome: TakeoutOutcome) -> None:
+    for start in range(0, len(ids), _TAKEOUT_BATCH):
+        db.execute(
+            update(TakeoutItem)
+            .where(TakeoutItem.id.in_(ids[start : start + _TAKEOUT_BATCH]))
+            .values(outcome=outcome)
+        )
+
+
+def apply_takeout_watched(db: Session, user: User) -> dict[str, int]:
+    """Mark watched what the user watched on YouTube, for the videos the catalog knows and has probed
+    for Shorts; the rest wait. `watched_at` is the Takeout time. A Short is not marked (swiping one
+    past is not watching it), and a state the user set here wins: watched or hidden, anything
+    changed after the Takeout time, or an un-mark since then (`VideoUnmark`). The upsert's own
+    condition is that rule, so a state set while the import runs wins too."""
+    lock_takeout(db, user)
+    short: list[int] = []
+    todo: dict[str, tuple[int, datetime]] = {}
+    ready = queries.takeout_watched_ready(db, user)
+    unmarked = queries.unmarked_at(db, user, [video_id for _, video_id, _, _ in ready])
+    kept: list[int] = []
+    for row_id, video_id, at, is_short in ready:
+        if is_short:
+            short.append(row_id)
+        elif video_id in unmarked and unmarked[video_id] >= at:
+            # Un-marked here since they watched it there: theirs, as a state they set is.
+            kept.append(row_id)
+        else:
+            todo[video_id] = (row_id, at)
+    marked: set[str] = set()
+    items = list(todo.items())
+    now = datetime.now(timezone.utc)
+    for start in range(0, len(items), _TAKEOUT_BATCH):
+        stmt = pg_insert(VideoState).values(
+            [
+                {"user_id": user.id, "video_id": vid, "status": "watched", "watched_at": at}
+                for vid, (_, at) in items[start : start + _TAKEOUT_BATCH]
+            ]
+        )
+        marked.update(
+            db.execute(
+                stmt.on_conflict_do_update(
+                    constraint="uq_user_video",
+                    set_={
+                        "status": "watched",
+                        "watched_at": stmt.excluded.watched_at,
+                        "updated_at": now,
+                    },
+                    where=(VideoState.status == "new")
+                    & (VideoState.updated_at < stmt.excluded.watched_at),
+                ).returning(VideoState.video_id)
+            ).scalars()
+        )
+    kept += [row_id for vid, (row_id, _) in items if vid not in marked]
+    _settle(db, [todo[vid][0] for vid in marked], TakeoutOutcome.WATCHED)
+    _settle(db, kept, TakeoutOutcome.KEPT)
+    _settle(db, short, TakeoutOutcome.SHORT)
+    db.flush()
+    return {"watched": len(marked), "kept": len(kept), "shorts": len(short)}
+
+
+def apply_takeout_watch_later(
+    db: Session, user: User, rows: list[tuple[int, str]], asked: set[str]
+) -> dict[str, int]:
+    """Put the videos of the user's waiting Watch later `rows`, (row id, video id) oldest first, into
+    their list here, after what it already holds. `asked` is the videos YouTube was just asked for: one
+    of those the catalog still lacks is gone from YouTube; any other unknown one keeps waiting."""
+    if not rows:
+        return {}
+    lock_takeout(db, user)
+    ids = [vid for _, vid in rows]
+    known = queries.known_video_ids(db, ids)
+    pl = watch_later(db, user)
+    # What add_item does a video at a time, for the whole list at once: one presence read and one
+    # insert, not four statements a video (a full list is thousands). Locked before the read, as there.
+    next_position = next_item_position(db, pl.id)
+    held = queries.in_playlist(db, pl.id, [vid for vid in ids if vid in known])
+    done: dict[TakeoutOutcome, list[int]] = {o: [] for o in TakeoutOutcome}
+    for row_id, vid in rows:
+        if vid not in known:
+            if vid in asked:
+                done[TakeoutOutcome.MISSING].append(row_id)
+        elif vid in held:
+            done[TakeoutOutcome.PRESENT].append(row_id)
+        else:
+            db.add(PlaylistItem(playlist_id=pl.id, video_id=vid, position=next_position))
+            next_position += 1
+            held.add(vid)
+            done[TakeoutOutcome.ADDED].append(row_id)
+    if done[TakeoutOutcome.ADDED]:
+        touch(pl)
+    for outcome, ids in done.items():
+        _settle(db, ids, outcome)
+    db.flush()
+    return {
+        "watch_later_added": len(done[TakeoutOutcome.ADDED]),
+        "watch_later_present": len(done[TakeoutOutcome.PRESENT]),
+        "watch_later_missing": len(done[TakeoutOutcome.MISSING]),
+    }
+
+
+# --- channels watched but not followed ---------------------------------------------------------
+
+
+def record_takeout_lengths(
+    db: Session, user: User, asked: list[str], lengths: dict[str, int | None]
+) -> None:
+    """Keep what YouTube said of the user's watched videos `asked` about: each one's length, or none
+    for a video it no longer has (`lengths` leaves it out). Every asked row is marked asked, so a
+    video YouTube lost is not asked about again."""
+    if not asked:
+        return
+    lock_takeout(db, user)  # these rows are an upload's to update too
+    now = datetime.now(timezone.utc)
+    table = cast(Table, TakeoutItem.__table__)
+    db.execute(
+        table.update()
+        .where(
+            owned_by(TakeoutItem.user_id, user),
+            table.c.kind == TakeoutKind.WATCHED,
+            table.c.video_id == bindparam("vid"),
+        )
+        .values(looked_up_at=now, duration_seconds=bindparam("seconds")),
+        [{"vid": vid, "seconds": lengths.get(vid)} for vid in asked],
+    )
+    db.flush()
+
+
+def dismiss_watched_channel(db: Session, user: User, channel_id: str) -> None:
+    """Put a channel out of the user's "watched but not followed" list (again is a no-op)."""
+    db.execute(
+        pg_insert(TakeoutChannelDismissal)
+        .values(user_id=user.id, channel_id=channel_id)
+        .on_conflict_do_nothing(constraint="uq_takeout_channel_dismissal")
+    )
+    db.flush()
+
+
+def restore_watched_channel(db: Session, user: User, channel_id: str) -> None:
+    """Let a channel the user put out of the list back on it."""
+    db.execute(
+        delete(TakeoutChannelDismissal).where(
+            owned_by(TakeoutChannelDismissal.user_id, user),
+            TakeoutChannelDismissal.channel_id == channel_id,
+        )
+    )
+    db.flush()

backend/app/reader/takeout.py

@@ -0,0 +1,497 @@
+"""A Google Takeout export, imported: what the user watched on YouTube becomes watched here, and their
+YouTube Watch later list joins theirs. The YouTube API reads neither of them, so the export is the
+only way in.
+
+Two files of the export are read, each uploaded on its own: `history/watch-history.json` and
+`playlists/Watch later-videos.csv`. Their videos are kept (`TakeoutItem`) and the import job applies
+what it can; a video the catalog does not know yet waits for it. The watched videos' channels also
+make the list of channels the user watches but does not follow (`queries.watched_channels`): the
+job asks YouTube how long those videos are, and what the channels are, for it.
+
+The format, measured on a real export (2026-10): the history is a JSON list, one entry per view,
+newest first. A view of a video has a `titleUrl` with `watch?v=<id>` (on www.youtube.com or
+music.youtube.com) and a `time`, with or without milliseconds. The channel is the first `subtitles`
+entry's url, absent for a video since removed. An ad is an entry whose `details` say "From Google
+Ads". The title is in the account's language, so nothing here reads it. A Short is a plain
+`watch?v=` view, told apart only once the catalog has probed the video. The Watch later csv is a
+header row (in the account's language) and `<id>,<ISO time added>` rows.
+"""
+
+import codecs
+import csv
+import io
+import json
+import re
+import threading
+from collections.abc import Iterator
+from contextlib import contextmanager
+from dataclasses import dataclass, field
+from datetime import datetime
+from itertools import chain
+
+from sqlalchemy.orm import Session
+
+from app import logs, quota
+from app.bodylimit import TAKEOUT_MAX_BYTES
+from app.db import SessionLocal
+from app.models import User
+from app.ratelimit import RateLimiter
+from app.reader import queries, service
+from app.reader.models import TakeoutKind
+from app.sync.runner import get_service_user
+from app.sync.subscriptions import describe_channels
+from app.sync.videos import ensure_videos, parse_iso8601_duration
+from app.youtube.client import YouTubeClient, YouTubeError
+
+log = logs.get_logger(__name__)
+
+# The largest file the upload takes (its edge cap and the route's own are one number).
+MAX_BYTES = TAKEOUT_MAX_BYTES
+# The most videos a Watch later file may hold: YouTube's own cap on one playlist. Each unknown one is
+# looked up on the shared API budget, so a longer list is not one YouTube made.
+WATCH_LATER_MAX = 5000
+# The most Takeout videos one user keeps: twenty times the real export measured here (~9,000 videos
+# across both files), so it only stops uploads of made-up ones piling up for good.
+ROWS_MAX = 200_000
+
+_VIDEO_ID = re.compile(r"^[A-Za-z0-9_-]{11}$")
+_WATCH_URL = re.compile(
+    r"^https?://(?:www\.|music\.|m\.)?youtube\.com/watch\?v=([A-Za-z0-9_-]{11})"
+)
+_CHANNEL_URL = re.compile(r"/channel/(UC[A-Za-z0-9_-]{22})")
+
+
+class TakeoutError(ValueError):
+    """The file is not one the import reads; `reason` is the client's word for why."""
+
+    def __init__(self, reason: str):
+        super().__init__(reason)
+        self.reason = reason
+
+
+@dataclass
+class Parsed:
+    """One file's videos, `{video id: (time, channel id)}`, and what it left out, counted."""
+
+    kind: TakeoutKind
+    videos: dict[str, tuple[datetime, str | None]] = field(default_factory=dict)
+    entries: int = 0
+    ads: int = 0
+    other: int = 0  # not a view of a video (a post, a story) or a video with no link left
+    malformed: int = 0
+
+
+def _time(raw: object) -> datetime | None:
+    if not isinstance(raw, str):
+        return None
+    try:
+        at = datetime.fromisoformat(raw.replace("Z", "+00:00"))
+    # silent-ok: the row is counted as malformed, and the count is in the upload's answer.
+    except ValueError:
+        return None
+    return at if at.tzinfo is not None else None
+
+
+def _keep(parsed: Parsed, vid: str, at: datetime, channel: str | None) -> None:
+    old = parsed.videos.get(vid)
+    if old is None or at > old[0]:
+        parsed.videos[vid] = (at, channel or (old[1] if old else None))
+
+
+def _history(data: Iterator[object]) -> Parsed:
+    parsed = Parsed(TakeoutKind.WATCHED)
+    for entry in data:
+        parsed.entries += 1
+        if not isinstance(entry, dict):
+            parsed.malformed += 1
+            continue
+        details = entry.get("details")
+        if isinstance(details, list) and any(
+            isinstance(d, dict) and d.get("name") == "From Google Ads" for d in details
+        ):
+            parsed.ads += 1
+            continue
+        url = entry.get("titleUrl")
+        match = _WATCH_URL.match(url) if isinstance(url, str) else None
+        if match is None:
+            parsed.other += 1
+            continue
+        at = _time(entry.get("time"))
+        if at is None:
+            parsed.malformed += 1
+            continue
+        channel = None
+        subtitles = entry.get("subtitles")
+        if isinstance(subtitles, list) and subtitles and isinstance(subtitles[0], dict):
+            found = _CHANNEL_URL.search(str(subtitles[0].get("url", "")))
+            channel = found.group(1) if found else None
+        _keep(parsed, match.group(1), at, channel)
+    return parsed
+
+
+def _watch_later(text: str) -> Parsed:
+    parsed = Parsed(TakeoutKind.WATCH_LATER)
+    rows = (row for row in csv.reader(io.StringIO(text)) if any(cell.strip() for cell in row))
+    first = next(rows, None)
+    if first is None or len(first) < 2:
+        raise TakeoutError("not_takeout")
+    # The first row is the header, in the account's language, unless it is already a video.
+    for row in chain([first], rows) if _VIDEO_ID.match(first[0].strip()) else rows:
+        parsed.entries += 1
+        vid = row[0].strip()
+        at = _time(row[1].strip()) if len(row) > 1 else None
+        if not _VIDEO_ID.match(vid) or at is None:
+            parsed.malformed += 1
+            continue
+        _keep(parsed, vid, at, None)
+        if len(parsed.videos) > WATCH_LATER_MAX:
+            raise TakeoutError("too_many")
+    return parsed
+
+
+def _skip(text: str, at: int) -> int:
+    """The first index at or after `at` that is not JSON whitespace."""
+    while at < len(text) and text[at] in " \t\n\r":
+        at += 1
+    return at
+
+
+# How much of the file is decoded at a time. Decoded whole, the text costs up to four bytes a
+# character (one emoji in a title is enough), several times the file on top of its bytes.
+_WINDOW = 1024 * 1024
+
+
+class _Window:
+    """The file's text, decoded a window at a time: `text` holds what is not read yet from `at` on.
+    The bytes are the caller's, so only the window is this reader's memory."""
+
+    def __init__(self, body: bytes, start: int):
+        self._body, self._next = body, start
+        self._decoder = codecs.getincrementaldecoder("utf-8")()  # strict: bad UTF-8 raises
+        self.text, self.at = "", 0
+
+    @property
+    def done(self) -> bool:
+        return self._next >= len(self._body)
+
+    def more(self, at_least: int = 0) -> None:
+        """Decode the next window (at least `at_least` bytes), dropping what is read already."""
+        self.text, self.at = self.text[self.at :], 0
+        size = max(_WINDOW, at_least)
+        chunk = self._body[self._next : self._next + size]
+        self._next += len(chunk)
+        self.text += self._decoder.decode(chunk, final=self.done)
+
+    def skip(self) -> None:
+        """Past the whitespace, reading on as far as it goes."""
+        while True:
+            self.at = _skip(self.text, self.at)
+            if self.at < len(self.text) or self.done:
+                return
+            self.more()
+
+    def startswith(self, char: str) -> bool:
+        self.skip()
+        return self.text.startswith(char, self.at)
+
+
+def _decode(decoder: json.JSONDecoder, text: str, at: int) -> tuple[object, int] | None:
+    """The JSON value at `at` and where it ends, or None where none reads (yet)."""
+    try:
+        return decoder.raw_decode(text, at)
+    # silent-ok: not a failure here — the caller reads on, or refuses the file once it has all.
+    except json.JSONDecodeError:
+        return None
+
+
+def _json_list(body: bytes, start: int) -> Iterator[object]:
+    """The entries of the JSON list at byte `start` (its "["), one at a time: the whole tree is never
+    built, nor the whole text, so a file of a million tiny entries costs a window and one entry, not
+    a million dicts at once."""
+    decoder = json.JSONDecoder()
+    window = _Window(body, start + 1)  # past the "[" the caller saw
+    if window.startswith("]"):
+        window.at += 1
+    else:
+        while True:
+            window.skip()
+            read = _decode(decoder, window.text, window.at)
+            # An entry cut by the window's edge fails, or (a number) reads short: read on and try
+            # again, with a window twice what is left, so one entry larger than any window is read
+            # in a few tries, not one a window.
+            if read is None or (read[1] == len(window.text) and not window.done):
+                if window.done:
+                    raise ValueError("not a JSON list")
+                window.more(2 * (len(window.text) - window.at))
+                continue
+            entry, window.at = read
+            yield entry
+            if window.startswith(","):
+                window.at += 1
+            elif window.startswith("]"):
+                window.at += 1
+                break
+            else:
+                raise ValueError("not a JSON list")
+    window.skip()
+    if window.at != len(window.text):
+        raise ValueError("text after the JSON list")
+
+
+# The largest Watch later file read: YouTube's longest list is some 200 KB of rows, so a file ten
+# times that is not one — and, unlike the history, it is decoded whole.
+CSV_MAX_BYTES = 2 * 1024 * 1024
+_BOM = codecs.BOM_UTF8
+
+
+def parse(body: bytes) -> Parsed:
+    """Read an uploaded Takeout file: the watch history (JSON) or the Watch later list (csv), told
+    apart by their content, not their name. Raises `TakeoutError` for anything else, and for a file
+    with nothing to import in it."""
+    start = len(_BOM) if body.startswith(_BOM) else 0
+    while start < len(body) and body[start] in b" \t\n\r\f\v":
+        start += 1
+    first = body[start : start + 1]
+    if first in (b"{", b"<"):
+        # Another JSON file of the export, or the history's HTML variant.
+        raise TakeoutError("not_takeout")
+    if first != b"[" and len(body) - start > CSV_MAX_BYTES:
+        raise TakeoutError("too_many")
+    try:
+        # A bad UTF-8 sequence is a ValueError too (UnicodeDecodeError), read below as not a file.
+        parsed = (
+            _history(_json_list(body, start))
+            if first == b"["
+            else _watch_later(body[start:].decode("utf-8"))
+        )
+    # A file the import cannot read, however it fails: bad JSON (a ValueError, as is a number too
+    # long to convert), nesting deeper than the decoder recurses, a csv field past csv's limit.
+    except (ValueError, RecursionError, csv.Error) as exc:
+        if isinstance(exc, TakeoutError):
+            raise
+        raise TakeoutError("not_takeout") from None
+    if not parsed.videos:
+        raise TakeoutError("no_videos")
+    return parsed
+
+
+# One import per user at a time: a second file uploaded while the first one's run is under way runs
+# after it (the scheduler's ad-hoc queue), but the Shorts job settles the same users' rows on a
+# thread of its own, and the two would settle the same rows. One API process runs the scheduler, so a
+# lock in this module holds it (as the channel backfill's does).
+_user_locks: dict[int, threading.Lock] = {}
+_user_locks_guard = threading.Lock()
+
+
+@contextmanager
+def _one_import(user_id: int) -> Iterator[None]:
+    with _user_locks_guard:
+        lock = _user_locks.setdefault(user_id, threading.Lock())
+    with lock:
+        yield
+
+
+def run_target(user_id: int) -> str:
+    """The import run's target, `job_runs.target`: one user's import."""
+    return f"user:{user_id}"
+
+
+def target_title(db: Session, target: str) -> str | None:
+    """Who an import run's target is, for the admin's run lists: the user's name, else their email."""
+    _, _, raw = target.partition("user:")
+    user = db.get(User, int(raw)) if raw.isdigit() else None
+    return (user.display_name or user.email) if user is not None else None
+
+
+class TooMany(Exception):
+    """The upload would take the user past `ROWS_MAX` kept videos."""
+
+
+def stage(db: Session, user: User, parsed: Parsed) -> None:
+    """Keep an uploaded file's videos for the import, unless that would take the user past
+    `ROWS_MAX` (`TooMany`). The caller commits."""
+    service.lock_takeout(db, user)  # the count and the insert are one user's, not two uploads' each
+    if (
+        queries.takeout_rows_besides(db, user, parsed.kind, parsed.videos) + len(parsed.videos)
+        > ROWS_MAX
+    ):
+        raise TooMany
+    service.stage_takeout(db, user, parsed.kind, parsed.videos)
+
+
+# How many unknown Watch later videos one user may have looked up on the shared API budget in a day:
+# two full Watch later lists (two units a hundred ids). The rest wait for the next day's runs. Both
+# shares pace the work, they do not bound its cost: they are held in memory, so a restart starts
+# them afresh, which only brings the rest forward — every video is asked about once (a looked-up
+# row is marked), and `quota.backfill_reserve_reached` still guards the shared budget.
+_lookups = RateLimiter(max_events=2 * WATCH_LATER_MAX, window_seconds=24 * 3600)
+# How many watched videos' lengths one user may ask about in a day for the "watched but not followed"
+# list (a unit a fifty). A share of its own: a large history asks for thousands, and on the Watch
+# later share it would leave the export's Watch later file waiting a day behind it.
+_lengths = RateLimiter(max_events=2 * WATCH_LATER_MAX, window_seconds=24 * 3600)
+
+
+def _put_in_watch_later(db: Session, user: User) -> dict:
+    """Put the user's waiting Watch later videos into theirs here: the ones the catalog knows at once,
+    the others once YouTube was asked for them — when a YouTube-connected account can ask, today's
+    budget is above the backfill reserve, and the user's own daily share of lookups allows it. A video
+    not asked about yet waits for a later run. The lookup commits what it fetched; the caller commits
+    the rest."""
+    waiting = queries.takeout_waiting(db, user, TakeoutKind.WATCH_LATER)
+    if not waiting:
+        return {}
+    ids = [vid for _, vid in waiting]
+    known = queries.known_video_ids(db, ids)
+    ask = [vid for vid in ids if vid not in known][:WATCH_LATER_MAX]
+    asked: set[str] = set()
+    fetcher = get_service_user(db) if ask else None
+    if (
+        fetcher is not None
+        and not quota.backfill_reserve_reached()
+        and _lookups.room(str(user.id)) >= len(ask)
+    ):
+        with quota.attribute(user.id, quota.QuotaAction.VIDEOS_LOOKUP):
+            with YouTubeClient(db, fetcher) as yt:
+                ensure_videos(db, yt, ask)
+        # Counted once done: a lookup that failed spent none of the share (one run per user at a
+        # time, so the room asked above is still there).
+        _lookups.allow(str(user.id), cost=len(ask))
+        asked = set(ask)
+    # Only the rows read above: one a second upload staged meanwhile was never asked about.
+    return service.apply_takeout_watch_later(db, user, waiting, asked)
+
+
+def _ask_lengths(db: Session, user: User) -> dict:
+    """Ask YouTube how long the user's watched videos are that the "watched but not followed" list
+    still needs, and keep the answer — on the same terms as the Watch later lookups, on a daily
+    share of its own. What is not asked yet (no YouTube-connected account, the reserve reached, the
+    share spent) waits for a later run, and the list says it is not complete. A YouTube failure is
+    logged and left for a later run too: it is no reason to fail the import it follows. The caller
+    commits."""
+    ask = queries.takeout_lengths_to_ask(db, user)
+    fetcher = get_service_user(db) if ask else None
+    if fetcher is None or quota.backfill_reserve_reached():
+        return {}
+    ask = ask[: int(_lengths.room(str(user.id)))]
+    if not ask:
+        return {}
+    try:
+        with quota.attribute(user.id, quota.QuotaAction.VIDEOS_LOOKUP):
+            with YouTubeClient(db, fetcher) as yt:
+                items = yt.get_videos(ask)
+    except YouTubeError as exc:
+        log.warning(
+            "Takeout: asking the watched videos' lengths failed: %s",
+            exc,
+            extra=logs.event("takeout.lengths.failed", user_id=user.id, reason=exc.reason),
+        )
+        return {}
+    _lengths.allow(str(user.id), cost=len(ask))
+    lengths = {
+        it["id"]: parse_iso8601_duration(it.get("contentDetails", {}).get("duration"))
+        for it in items
+        if it.get("id")
+    }
+    service.record_takeout_lengths(db, user, ask, lengths)
+    return {"lengths_asked": len(ask)}
+
+
+def _describe_channels(db: Session, user: User) -> dict:
+    """Bring the channels the user's list holds into the catalog with their details (name, picture,
+    description), the ones it lacks: without them the list cannot show a channel. A YouTube failure
+    is logged and left for a later run. The caller commits."""
+    need = queries.watched_channels_to_describe(db, user)
+    fetcher = get_service_user(db) if need else None
+    if fetcher is None or quota.backfill_reserve_reached():
+        return {}
+    try:
+        with quota.attribute(user.id, quota.QuotaAction.CHANNELS_DISCOVER):
+            with YouTubeClient(db, fetcher) as yt:
+                describe_channels(db, yt, need)
+    except YouTubeError as exc:
+        db.rollback()
+        log.warning(
+            "Takeout: describing the watched channels failed: %s",
+            exc,
+            extra=logs.event("takeout.channels.failed", user_id=user.id, reason=exc.reason),
+        )
+        return {}
+    return {"channels_described": len(need)}
+
+
+def _channel_list(db: Session, user: User) -> dict:
+    """The "watched but not followed" list's part of a run: the lengths, landed, then the channels.
+    Commits each."""
+    result = _ask_lengths(db, user)
+    db.commit()
+    result |= _describe_channels(db, user)
+    db.commit()
+    return result
+
+
+def run_import(user_id: int) -> dict:
+    """The import job: apply what the user's kept Takeout rows can say now, as one recorded run.
+    The watched part commits before the Watch later part asks YouTube for the videos the catalog
+    lacks, so a YouTube failure there loses nothing already marked; the "watched but not followed"
+    list's lookups come last. Returns the counts."""
+    with _one_import(user_id), SessionLocal() as db:
+        user = db.get(User, user_id)
+        if user is None:
+            return {"skipped": "no user"}
+        result = service.apply_takeout_watched(db, user)
+        db.commit()
+        result |= _put_in_watch_later(db, user)
+        db.commit()
+        result |= _channel_list(db, user)
+        outcomes = queries.takeout_outcomes(db, user)
+        result["waiting"] = outcomes.get((TakeoutKind.WATCHED, None), 0)
+        if outcomes.get((TakeoutKind.WATCH_LATER, None)):
+            result["watch_later_waiting"] = outcomes[(TakeoutKind.WATCH_LATER, None)]
+        return result
+
+
+def apply_waiting(db: Session) -> dict:
+    """Settle what every user's import left waiting and can be settled now, one commit each: a
+    watched video the catalog has come to know and the Shorts probe has cleared (by its job or a
+    search's), the Watch later videos a run could not put in yet, and what the "watched but not
+    followed" list still needs asked of YouTube. Run after each run of the
+    `shorts` job, which is what clears the most of them. Returns its counts, or an empty dict when
+    nothing was waiting that could move."""
+    marked = added = asked = failed = 0
+    ready = set(queries.takeout_users_ready(db))
+    later = set(queries.takeout_users_watch_later_waiting(db))
+    lengths = set(queries.takeout_users_with_list_work(db))
+    for user_id in sorted(ready | later | lengths):
+        user = db.get(User, user_id)
+        if user is None:
+            continue
+        # One user's failure (a lookup YouTube refused) is theirs: it neither fails the job that
+        # runs this nor keeps the users after them waiting. What it did not settle waits.
+        try:
+            with _one_import(user_id):
+                if user_id in ready:
+                    marked += service.apply_takeout_watched(db, user)["watched"]
+                    db.commit()
+                if user_id in later:
+                    added += _put_in_watch_later(db, user).get("watch_later_added", 0)
+                    db.commit()
+                if user_id in lengths:
+                    asked += _channel_list(db, user).get("lengths_asked", 0)
+        except Exception:
+            db.rollback()
+            failed += 1
+            log.exception(
+                "Takeout settling failed for user %s",
+                user_id,
+                extra=logs.event("takeout.settle.failed", user_id=user_id),
+            )
+    out = {}
+    if ready:
+        out["takeout_watched"] = marked
+    if added:
+        out["takeout_watch_later_added"] = added
+    if asked:
+        out["takeout_lengths_asked"] = asked
+    if failed:
+        out["takeout_failed"] = failed
+    return out

backend/app/routes/_common.py

@@ -89,8 +89,9 @@ def owned_or_404(
 ) -> M:
     """Fetch a row by primary key that `user` owns, or raise 404 (`lock`: see `get_or_404`). A row owned by someone
     else 404s (NOT 403) on purpose — a 403 would confirm the id exists to a stranger.
-    It replaced the near-identical per-route ownership helpers, and is called directly — a thin
-    `_own_x` wrapper around it is the ad-hoc shape CLAUDE.md's patterns table rules out."""
+    A core route calls it directly. A unit's route cannot (it may not name a unit's model as a value):
+    it asks its unit's `queries.own_x`, which goes through the same `owned_row`, and answers
+    `not_found` itself."""
     obj = owned_row(db, model, id_, user, owner_attr=owner_attr, lock=lock)
     if obj is None:
         raise not_found(what)
@@ -123,6 +124,14 @@ async def capped_body(request: Request, limit: int) -> bytes:
     return bytes(body)
 
 
+async def drain_body(request: Request) -> None:
+    """Read the rest of the body to nowhere, before a refusal is raised: answered mid-upload, the
+    client reports a network failure, not the refusal (`capped_stream_to` says why). `bodylimit`
+    bounds how much there can be."""
+    async for _ in request.stream():
+        pass
+
+
 class ByteSink(Protocol):
     """Where `capped_stream_to` writes: a file, or anything that takes the bytes on their way to one."""
 

backend/app/routes/auth.py

@@ -5,9 +5,10 @@ helpers) stays in app/auth.py, imported below."""
 
 import secrets
 from datetime import datetime, timedelta, timezone
-from typing import NamedTuple
+from typing import Literal, NamedTuple
 from urllib.parse import urlencode
 
+from authlib.common.security import generate_token
 from authlib.integrations.starlette_client import OAuth, OAuthError
 from fastapi import APIRouter, BackgroundTasks, Depends, HTTPException, Request
 from fastapi.responses import JSONResponse, RedirectResponse
@@ -16,6 +17,7 @@ from sqlalchemy import select, update
 from sqlalchemy.exc import IntegrityError
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import apitokens
 from app import email as email_mod
 from app import logs
@@ -24,10 +26,11 @@ from app import sysconfig
 from app.auth import (
     _YOUTUBE_SCOPES,
     BASE_SCOPES,
-    MAX_SESSION_ACCOUNTS,
+    EXPECTED_ACCOUNT_HEADER,
     PASSWORD_MIN_LEN,
     READ_SCOPES,
     WRITE_SCOPES,
+    built_for_another_account,
     current_user,
     env_admin_canonicals,
     env_allowed_canonicals,
@@ -36,7 +39,9 @@ from app.auth import (
     is_allowed,
     log,
     operator_contact,
-    resolved_user_id,
+    optional_current_user,
+    session_user_id,
+    stamp_session,
 )
 from app.config import settings
 from app.db import SessionLocal, get_db
@@ -319,6 +324,25 @@ class SetPasswordIn(BaseModel):
     current_password: str | None = None
 
 
+# A connect in flight, in the session: `{state, uid, explicit}`. It names the OAuth state of the flow
+# that set it, because the session is the browser's, not the flow's: a callback coming back with
+# another state (an older flow, which authlib then refuses) must not spend the marker of the connect
+# still open, or that connect would return as a plain sign-in — signing someone else in, or storing
+# a YouTube grant on whichever account the Google identity already belongs to.
+_LINK_MARKER = "oauth_link"
+
+# Where a navigation from a tab showing another account than the one signed in lands: the app, which
+# boots as the account signed in now and says why (the frontend's `ACCOUNT_CHANGED_FLAG`).
+ACCOUNT_CHANGED_LANDING = "/?account=changed"
+
+
+def _take_link_marker(request: Request) -> dict | None:
+    marker = request.session.get(_LINK_MARKER)
+    if not isinstance(marker, dict) or marker.get("state") != request.query_params.get("state"):
+        return None
+    return request.session.pop(_LINK_MARKER)
+
+
 @router.get("/login")
 async def login(request: Request, db: Session = Depends(get_db)):
     # access_type=offline ensures a refresh_token on first authorization. We avoid
@@ -329,6 +353,10 @@ async def login(request: Request, db: Session = Depends(get_db)):
         # Google sign-in isn't configured on this instance — land back on the login page (the UI
         # hides the button, so this is just a safety net for a stale/direct hit).
         return RedirectResponse(url="/")
+    # A sign-in, never a link. Starting it retires every earlier flow's state (authlib keeps only the
+    # newest), so a connect's marker left from before — abandoned at Google, or still open in
+    # another tab — names a flow that can no longer finish.
+    request.session.pop(_LINK_MARKER, None)
     return await client.authorize_redirect(
         request,
         _oauth_redirect_uri(request),
@@ -349,24 +377,23 @@ async def callback(
     if client is None:
         return RedirectResponse(url="/")
     # Linking mode: an already-authenticated account is attaching this Google identity (a
-    # password account enabling YouTube or connecting SSO). The markers are set by /auth/link and
-    # /auth/upgrade; when present we attach to the current user instead of identifying by sub.
-    # Pop them BEFORE the token exchange: if the user aborts Google's consent screen the exchange
-    # throws below, and a marker left behind would silently turn the NEXT clean sign-in into a link
-    # attempt. Popping up front means an aborted link flow leaves no residue in the session.
-    link_uid = request.session.pop("oauth_link_uid", None)
-    link_explicit = request.session.pop("oauth_link_explicit", False)
+    # password account enabling YouTube or connecting SSO). The marker is set by
+    # /auth/google/connect; when it is this flow's we attach to the current user instead of
+    # identifying by sub. Taken BEFORE the token exchange: if the user aborts Google's consent screen
+    # the exchange throws below, and a marker left behind would silently turn the NEXT clean sign-in
+    # into a link attempt. A connect that never comes back here at all is cleared by /auth/login.
+    link = _take_link_marker(request)
     try:
         token = await client.authorize_access_token(request)
     except OAuthError as exc:
         # The user cancelled or denied consent at Google — land back with a friendly notice instead
-        # of a raw 400 JSON error page. An already-signed-in user (adding another account via
-        # /auth/login, or linking/upgrading via /auth/link|upgrade) never sees the pre-auth login
-        # banner, so surface a neutral toast via ?oauth=cancelled; a fresh sign-in cancel lands on
-        # the login page with the oauth_cancelled banner instead. Keyed on the live session, not on
-        # link_uid, so the add-account path (no marker) is covered too.
+        # of a raw 400 JSON error page. An already-signed-in user (signing in again via /auth/login,
+        # or connecting via /auth/google/connect) never sees the pre-auth login banner, so
+        # surface a neutral toast via ?oauth=cancelled; a fresh sign-in cancel lands on the login page
+        # with the oauth_cancelled banner instead. Keyed on the live session, not on link_uid, so a
+        # sign-in started while signed in (no marker) is covered too.
         log.info("Google OAuth cancelled/failed: %s", exc.error)
-        if request.session.get("user_id") is not None:
+        if session_user_id(request) is not None:
             return RedirectResponse(url="/?oauth=cancelled")
         return RedirectResponse(url="/?login=oauth_cancelled")
 
@@ -377,8 +404,8 @@ async def callback(
     sub = userinfo["sub"]
     email = (userinfo.get("email") or "").lower()
 
-    if link_uid is not None:
-        return _complete_link(request, db, link_uid, link_explicit, sub, userinfo, token)
+    if link is not None:
+        return _complete_link(request, db, link["uid"], link["explicit"], sub, userinfo, token)
 
     if not is_allowed(db, email):
         # No uid to name — having no account here is the branch. And the address is left out on
@@ -579,19 +606,16 @@ def _complete_link(
     token: dict,
 ):
     """Attach the just-authorized Google identity to the already-signed-in account that started
-    the link/upgrade. No is_allowed gate — they're already an active user. Refuses to hijack a
+    the connect. No is_allowed gate — they're already an active user. Refuses to hijack a
     Google identity owned by another account, or to silently swap a different linked identity.
-    `explicit` (the popped oauth_link_explicit marker) distinguishes a "Connect Google" click from
-    a YouTube upgrade — the caller pops it up front so an aborted flow leaves nothing behind."""
-    # SEC-11: the marker must name an account signed into THIS browser — the session default OR any
-    # account in the wallet — not only the default. A tab acting as a secondary account links Google to
-    # ITSELF (the marker was set from current_user, which resolves the ?account= it navigated with), so
-    # accepting wallet membership stops the identity/token landing on the default account A instead of B.
-    accounts = request.session.get("account_ids") or []
-    if link_uid != request.session.get("user_id") and link_uid not in accounts:
-        return RedirectResponse(url="/?link=error")
-    user = db.get(User, link_uid)
-    if user is None:
+    `explicit` (from the link marker) distinguishes a "Connect Google" click from a YouTube grant —
+    the caller takes the marker up front so an aborted flow leaves nothing behind."""
+    # The marker must name the account still signed into THIS browser, and that session must still
+    # hold: a sign-in as someone else between the start and the callback replaced it (the identity
+    # must not land on the newcomer), and a session revoked meanwhile ("log out everywhere", a
+    # password change, a suspension) must not finish what it started.
+    user = optional_current_user(request, db)
+    if user is None or user.id != link_uid:
         return RedirectResponse(url="/?link=error")
     other = db.execute(
         select(User).where(User.google_sub == sub, User.id != user.id)
@@ -611,45 +635,31 @@ def _complete_link(
     _store_token(db, user, token)
     db.commit()
     log.info("Google linked: uid=%s scopes=%s", user.id, token.get("scope"))
-    # An explicit "Connect Google" lands on Settings with a confirmation; a YouTube upgrade
+    # An explicit "Connect Google" lands on Settings with a confirmation; a YouTube grant
     # (wizard / Settings access rows) returns to the app so the onboarding flow resumes as before.
     return RedirectResponse(url="/?link=ok" if explicit else "/")
 
 
 @router.post("/logout")
 async def logout(request: Request):
-    """Sign the requesting tab's active account out of this browser (removing it from the wallet).
-    Per-tab aware: the account is taken from the X-Siftlode-Account header when present, so logging
-    out in one tab doesn't disturb another tab running a different account. If the account being
-    removed was the session default, promote the most recent remaining account (or clear the
-    session when none remain)."""
-    # A tab still pinned to an account already signed out in another tab resolves to nobody, so it
-    # signs nobody out — it used to fall back to the default and sign THAT account out in its place.
-    active, is_default = resolved_user_id(request)
-    remaining = [a for a in (request.session.get("account_ids") or []) if a != active]
-    request.session["account_ids"] = remaining
-    if is_default:
-        if remaining:
-            request.session["user_id"] = remaining[-1]
-            return JSONResponse({"ok": True, "switched": True})
-        request.session.clear()
-        return JSONResponse({"ok": True, "switched": False})
-    # A non-default (per-tab) account signed out: it's gone from the wallet and the session default
-    # is untouched. The tab drops its own override and falls back to the default on reload.
-    return JSONResponse({"ok": True, "switched": False})
+    """Sign this browser out: the session holds one account, and it ends — unless the tab asking was
+    built for another account than the one signed in now (a sign-in as someone else in another tab):
+    its Sign out would end THAT person's session (see `EXPECTED_ACCOUNT_HEADER`)."""
+    signed_in = session_user_id(request)
+    if signed_in is not None and built_for_another_account(
+        signed_in, request.headers.get(EXPECTED_ACCOUNT_HEADER)
+    ):
+        raise refused(401, "account_changed")
+    request.session.clear()
+    return JSONResponse({"ok": True})
 
 
 def _establish_session(request: Request, user: User) -> None:
     """Sign `user` in for this browser session — the ONE sign-in path, shared by the Google callback
-    and password login, so both join the same account switcher and both stamp `last_login_at` (the
-    caller commits). Multi-session: every account that authenticated in this browser is remembered so
-    the user can switch between them; only accounts that actually proved themselves HERE land in that
-    wallet (it is the proof they may be switched to)."""
-    accounts = [a for a in (request.session.get("account_ids") or []) if a != user.id]
-    accounts.append(user.id)
-    request.session["account_ids"] = accounts[-MAX_SESSION_ACCOUNTS:]
+    and password login, so both stamp `last_login_at` (the caller commits). One account per session:
+    the sign-in replaces whoever was signed in here before."""
     request.session["user_id"] = user.id
-    _remember_epoch(request, user)
+    stamp_session(request, user)
     user.last_login_at = datetime.now(timezone.utc)
 
 
@@ -1124,7 +1134,7 @@ def password_reset_confirm(body: TokenPasswordIn, db: Session = Depends(get_db))
     # Burn any other outstanding reset tokens for this user.
     for row in db.execute(
         select(AuthToken).where(
-            AuthToken.user_id == user.id,
+            owned_by(AuthToken.user_id, user),
             AuthToken.kind.in_(_PASSWORD_TOKEN_KINDS),
             AuthToken.used_at.is_(None),
         )
@@ -1134,15 +1144,6 @@ def password_reset_confirm(body: TokenPasswordIn, db: Session = Depends(get_db))
     return {"ok": True}
 
 
-def _remember_epoch(request: Request, user: User) -> None:
-    """Record this account's current `session_epoch` in the signed cookie (SA4), so `current_user`
-    can later reject the cookie if the account's epoch was bumped (password reset/change, or
-    "log out everywhere"). Per-account so one account's revocation doesn't evict the others."""
-    epochs = dict(request.session.get("epochs") or {})
-    epochs[str(user.id)] = user.session_epoch
-    request.session["epochs"] = epochs
-
-
 def bump_session_epoch(db: Session, user: User) -> None:
     """Invalidate every EXISTING signed cookie for this account by advancing its epoch (SA4). Cookies
     minted before the bump carry a now-stale epoch and are rejected by `current_user`. The account's
@@ -1219,35 +1220,11 @@ def logout_others(
     # session at a newer epoch than the DB (see set_password).
     bump_session_epoch(db, user)
     db.commit()
-    _remember_epoch(request, user)
+    stamp_session(request, user)
     log.info("Logout-others: uid=%s (epoch=%s)", user.id, user.session_epoch)
     return {"ok": True}
 
 
-@router.get("/link")
-async def link_google(
-    request: Request,
-    user: User = Depends(current_user),
-    db: Session = Depends(get_db),
-):
-    """Start linking a Google account to the signed-in (e.g. password) account. Requests only
-    the identity scopes — YouTube access is granted separately via /auth/upgrade. The callback
-    sees `oauth_link_uid` and attaches the identity instead of creating a new account."""
-    client = google_oauth(db)
-    if client is None:
-        return RedirectResponse(url="/?link=error")
-    request.session["oauth_link_uid"] = user.id
-    request.session["oauth_link_explicit"] = True
-    return await client.authorize_redirect(
-        request,
-        _oauth_redirect_uri(request),
-        access_type="offline",
-        prompt="select_account",
-        include_granted_scopes="true",
-        scope=BASE_SCOPES,
-    )
-
-
 @router.post("/set-password")
 def set_password(
     body: SetPasswordIn,
@@ -1271,35 +1248,57 @@ def set_password(
     # can't leave the cookie at a newer epoch than the DB (which would wrongly 401 THIS session).
     bump_session_epoch(db, user)
     db.commit()
-    _remember_epoch(request, user)
+    stamp_session(request, user)
     log.info("Password set/changed: uid=%s", user.id)
     return {"ok": True}
 
 
-@router.get("/upgrade")
-async def upgrade(
+# What each Google connect asks Google for. `identity` attaches a Google sign-in to the account
+# (Settings → Connect Google) and lets the person pick which Google account; `read` and `write` grant
+# YouTube access (the onboarding wizard, the Settings access rows) and always show the consent screen,
+# so a scope granted earlier and since revoked at Google is asked for again.
+_CONNECT: dict[str, tuple[str, str]] = {
+    "identity": (BASE_SCOPES, "select_account"),
+    "read": (READ_SCOPES, "consent"),
+    "write": (WRITE_SCOPES, "consent"),
+}
+
+
+@router.get("/google/connect")
+async def google_connect(
     request: Request,
-    access: str = "read",
+    access: Literal["identity", "read", "write"],
+    expect: str | None = None,
     user: User = Depends(current_user),
     db: Session = Depends(get_db),
 ):
-    """Incremental consent for the onboarding wizard. `access=read` grants YouTube
-    read-only (enough to build the feed); `access=write` additionally grants management
-    (unsubscribe). The shared callback stores whatever Google returns, so `can_read` /
-    `can_write` flip on once granted. Anything other than an explicit `write` defaults to
-    the least-privileged read scope."""
+    """Attach Google to the signed-in account: its identity, or YouTube read/write access on top.
+    The shared callback sees the link marker and attaches what Google returns to THIS account —
+    without it a password account (no google_sub) would get a brand-new, separate Google user
+    created instead. It stores whatever scopes Google grants, so `can_read` / `can_write` flip on
+    once granted.
+
+    `expect` is the account the tab was built for. A navigation carries no headers, so the check
+    every request gets (`EXPECTED_ACCOUNT_HEADER`) rides the query here: a tab still showing the
+    account signed in before would otherwise attach a Google identity to the one signed in now."""
+    if built_for_another_account(user.id, expect):
+        return RedirectResponse(url=ACCOUNT_CHANGED_LANDING)
     client = google_oauth(db)
     if client is None:
-        return RedirectResponse(url="/")
-    # Attach the grant to THIS account in the callback. Without it a password account (no
-    # google_sub) would get a brand-new, separate Google user created instead of being linked.
-    request.session["oauth_link_uid"] = user.id
-    scope = WRITE_SCOPES if access == "write" else READ_SCOPES
+        return RedirectResponse(url="/?link=error")
+    scope, prompt = _CONNECT[access]
+    state = generate_token(48)
+    request.session[_LINK_MARKER] = {
+        "state": state,
+        "uid": user.id,
+        "explicit": access == "identity",
+    }
     return await client.authorize_redirect(
         request,
         _oauth_redirect_uri(request),
+        state=state,
         access_type="offline",
-        prompt="consent",
+        prompt=prompt,
         include_granted_scopes="true",
         scope=scope,
     )

backend/app/routes/channels.py

@@ -307,9 +307,9 @@ def explore_channel(
     """Open an un-subscribed channel for browsing. Records the exploration (a per-user,
     grace-clocked row that gates this user's access to the channel's ephemeral videos and
     drives the later cleanup), flags the channel ephemeral unless someone organically follows
-    it, then ingests one page of its uploads (newest-first) marked via_explore + enriched.
-    Returns the next page token so the page can "load more". Guarded against the shared
-    backfill quota reserve."""
+    it, then ingests one page of its uploads (newest-first), enriched — marked via_explore while
+    nobody follows it. Returns the next page token so the page can "load more". Guarded against
+    the shared backfill quota reserve."""
     channel = _channel_or_404(db, channel_id)
     if queries.is_blocked(db, user, channel_id):
         raise refused(403, "channel_blocked")

backend/app/routes/debug_sessions.py

@@ -18,6 +18,7 @@ from sqlalchemy import select
 from sqlalchemy.exc import IntegrityError
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import audit, debugsession, logs, logsink
 from app.audit import AuditAction
 from app.auth import current_user
@@ -95,7 +96,7 @@ def stop_session(
 def list_sessions(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
     sessions = db.scalars(
         select(DebugSession)
-        .where(DebugSession.user_id == user.id)
+        .where(owned_by(DebugSession.user_id, user))
         .order_by(DebugSession.started_at.desc())
         .limit(LIST_MAX)
     ).all()
@@ -219,6 +220,7 @@ def send_issue(sid: str, user: User = Depends(current_user), db: Session = Depen
         raise refused(409, "issue_sending")
     new = session.issue_url is None
     if not new and not debugsession.unfinished(session):
+        db.commit()  # nothing to send: the lock ends here, not when the request's session closes
         return {"ok": True, "session": _view(db, session)}
     key = str(user.id)
     if new:

backend/app/routes/feed.py

@@ -1,19 +1,31 @@
+import threading
+from collections.abc import AsyncIterator
 from datetime import date
+from functools import partial
 
-from fastapi import APIRouter, Depends, Query
+from fastapi import APIRouter, Depends, Path, Query, Request
 from pydantic import BaseModel
 from sqlalchemy.orm import Session
 from sqlalchemy.orm.exc import StaleDataError
 
-from app import quota
+from app import jobruns, quota, scheduler
+from app.catalog import queries as catalog_queries, service as catalog_service
 from app.auth import current_user
-from app.db import get_db
+from app.db import get_db, release_read_connection
 from app.mailtext import lang_for_user
+from app.ratelimit import RateLimiter
 from app.feedquery import BadCursor, facet_counts, feed_count, feed_page, feed_summary, feed_years
 from app.models import User
-from app.reader import queries, service
-from app.routes._common import ProgressIn, kept_position, not_found, youtube_refusal
-from app.sync.videos import parse_iso8601_duration
+from app.reader import queries, service, takeout
+from app.routes._common import (
+    ProgressIn,
+    capped_body,
+    drain_body,
+    kept_position,
+    not_found,
+    youtube_refusal,
+)
+from app.sync.videos import ensure_videos, parse_iso8601_duration
 from app.utils import iso
 from app.youtube.client import YouTubeClient, YouTubeError
 from app.refusal import refused
@@ -293,3 +305,214 @@ def get_video_detail(
             items[0].get("contentDetails", {}).get("duration")
         ),
     }
+
+
+# --- Google Takeout ------------------------------------------------------------------------------
+
+
+# One upload at a time per user, ten an hour, and two at once across every user: a file's bytes are
+# held whole while it is read (its text a window at a time), so these bound what the accounts can
+# make the process hold. The section uploads its files one after another.
+_takeout_limiter = RateLimiter(max_events=10, window_seconds=3600)
+_takeout_uploading: set[int] = set()
+_takeout_uploading_guard = threading.Lock()
+_TAKEOUT_AT_ONCE = 2
+
+
+async def _takeout_body(
+    request: Request, user: User = Depends(current_user), db: Session = Depends(get_db)
+) -> AsyncIterator[bytes]:
+    # The sign-in check has run, and it was a SELECT: hand the connection back before a file of
+    # megabytes arrives, so a slow upload does not hold one `idle in transaction`. The user's id is
+    # taken first: the release expires the user, and reading it after would reload it, taking a
+    # connection straight back out.
+    uid = user.id
+    release_read_connection(db)
+    with _takeout_uploading_guard:
+        busy = uid in _takeout_uploading
+        full = not busy and len(_takeout_uploading) >= _TAKEOUT_AT_ONCE
+        taken = not busy and not full
+        if taken:
+            _takeout_uploading.add(uid)
+    if not taken or not _takeout_limiter.allow(str(uid)):
+        if taken:
+            with _takeout_uploading_guard:
+                _takeout_uploading.discard(uid)
+        # Read to the end before answering: refused mid-upload, the browser reports a network
+        # failure instead of the refusal (capped_stream_to says why).
+        await drain_body(request)
+        if busy:
+            raise refused(429, "takeout_busy")
+        if full:
+            raise refused(429, "takeout_server_busy")
+        raise refused(429, "takeout_cooldown")
+    try:
+        yield await capped_body(request, takeout.MAX_BYTES)
+    finally:
+        with _takeout_uploading_guard:
+            _takeout_uploading.discard(uid)
+
+
+@router.post("/takeout")
+def upload_takeout(
+    # The sign-in check FIRST: the body's own dependency needs the signed-in user, so a stranger's
+    # file is refused before a byte of it is read.
+    user: User = Depends(current_user),
+    body: bytes = Depends(_takeout_body),
+    db: Session = Depends(get_db),
+):
+    """One file of the user's Google Takeout export — the watch history or the Watch later list.
+    Its videos are kept and the import runs in the background; its outcome reaches the user's inbox."""
+    try:
+        parsed = takeout.parse(body)
+    except takeout.TakeoutError as exc:
+        if exc.reason == "no_videos":
+            raise refused(422, "takeout_no_videos") from None
+        if exc.reason == "too_many":
+            raise refused(422, "takeout_list_too_long", limit=takeout.WATCH_LATER_MAX) from None
+        raise refused(422, "takeout_unreadable") from None
+    try:
+        takeout.stage(db, user, parsed)
+    except takeout.TooMany:
+        db.rollback()
+        raise refused(422, "takeout_too_many", limit=takeout.ROWS_MAX) from None
+    db.commit()
+    scheduler.run_ad_hoc(
+        scheduler.TAKEOUT_IMPORT,
+        partial(takeout.run_import, user.id),
+        actor_id=user.id,
+        target=takeout.run_target(user.id),
+        notify=True,
+    )
+    return {
+        "ok": True,
+        "kind": parsed.kind,
+        "videos": len(parsed.videos),
+        "entries": parsed.entries,
+        "ads": parsed.ads,
+        "other": parsed.other,
+        "malformed": parsed.malformed,
+    }
+
+
+@router.get("/takeout")
+def takeout_status(user: User = Depends(current_user), db: Session = Depends(get_db)):
+    """What the user's Takeout import has done: its last run (none before the first upload), and
+    every video kept from the export, by kind and outcome — a video the catalog did not know yet
+    counts as "waiting" until it does, and is marked then."""
+    target = takeout.run_target(user.id)
+    run = jobruns.last_run(db, scheduler.TAKEOUT_IMPORT, target)
+    return {
+        # Queued and not started: its run row is not written yet, and the last run is still the
+        # previous one, so the page waits for it rather than taking that one for this upload's.
+        "queued": scheduler.ad_hoc_queued(scheduler.TAKEOUT_IMPORT, target),
+        "max_bytes": takeout.MAX_BYTES,
+        "run": None
+        if run is None
+        else {
+            "status": run.status,
+            "started_at": iso(run.started_at),
+            "finished_at": iso(run.finished_at),
+            "result": run.result,
+            "failure": run.failure,
+        },
+        **queries.takeout_summary(db, user),
+    }
+
+
+# --- channels watched but not followed -----------------------------------------------------------
+
+
+@router.get("/takeout/channels")
+def watched_channels(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
+    """The channels the user's Takeout history shows them watching often but not following: each
+    with how many of its videos over five minutes they watched, and when last. `pending` is how many
+    more channels may join once the import has asked YouTube for their videos' lengths or their
+    names, so a list still being made does not read as the whole of it; `imported` tells "no history
+    uploaded" from "nothing to suggest"."""
+    return {
+        "imported": queries.has_watch_history(db, user),
+        "pending": queries.watched_channels_pending(db, user),
+        "channels": [
+            {
+                "id": ch.id,
+                "title": ch.title,
+                "handle": ch.handle,
+                "thumbnail_url": ch.thumbnail_url,
+                "subscriber_count": ch.subscriber_count,
+                "video_count": ch.video_count,
+                "description": ch.description,
+                "watched": int(n),
+                "last_watched_at": iso(last),
+            }
+            for ch, n, last in queries.watched_channels(db, user)
+        ],
+    }
+
+
+@router.post("/takeout/channels/{channel_id}/videos")
+def watched_channel_videos(
+    channel_id: str, user: User = Depends(current_user), db: Session = Depends(get_db)
+) -> dict:
+    """The videos of a channel that the user's list counts, ready to play, last watched first. The
+    channel is explored for the user (as its page does), and the videos the catalog lacks come in as
+    the exploration's: the player needs them in the catalog, the shared Library does not get them,
+    and the cleanup reclaims them once nobody keeps them. Of a channel someone follows they come in
+    as the catalog's own, as its uploads do. `gone`: how many YouTube no longer has."""
+    channel = catalog_queries.channel(db, channel_id)
+    if channel is None:
+        raise not_found("channel")
+    if catalog_queries.is_blocked(db, user, channel_id):
+        raise refused(403, "channel_blocked")
+    counted, gone = queries.watched_channel_videos(db, user, channel_id)
+    ids = [vid for vid, _ in counted]
+    known = queries.known_video_ids(db, ids)
+    missing = [vid for vid in ids if vid not in known]
+    if missing and quota.backfill_reserve_reached():
+        raise refused(429, "quota_reserve")
+    catalog_service.explore(db, user, channel)
+    db.commit()
+    if missing:
+        try:
+            with (
+                quota.attribute(user.id, quota.QuotaAction.CHANNELS_EXPLORE),
+                YouTubeClient(db, user) as yt,
+            ):
+                ensure_videos(db, yt, missing, explore=channel.from_explore)
+        except YouTubeError as exc:
+            raise youtube_refusal(exc) from exc
+        catalog_service.settle_explored(db, channel)
+        db.commit()
+    items = queries.feed_rows_by_ids(db, user, ids)
+    watched_at = dict(counted)
+    for item in items:
+        item["takeout_watched_at"] = iso(watched_at[item["id"]])
+    # A video YouTube still had when its length was asked may have gone since.
+    return {"ok": True, "items": items, "gone": gone + len(ids) - len(items)}
+
+
+@router.put("/takeout/channels/{channel_id}/dismissal")
+def dismiss_watched_channel(
+    channel_id: str = Path(max_length=32),
+    user: User = Depends(current_user),
+    db: Session = Depends(get_db),
+) -> dict:
+    """Put a channel out of the user's list (it stays out until restored). Only one their own history
+    shows them watching: a made-up id would only pile up rows every list read then has to skip."""
+    if not queries.watched_in_history(db, user, channel_id):
+        raise not_found("channel")
+    service.dismiss_watched_channel(db, user, channel_id)
+    db.commit()
+    return {"ok": True, "channel_id": channel_id}
+
+
+@router.delete("/takeout/channels/{channel_id}/dismissal")
+def restore_watched_channel(
+    channel_id: str = Path(max_length=32),
+    user: User = Depends(current_user),
+    db: Session = Depends(get_db),
+) -> dict:
+    """Let a channel the user put out of the list back on it."""
+    service.restore_watched_channel(db, user, channel_id)
+    db.commit()
+    return {"ok": True, "channel_id": channel_id}

backend/app/routes/files.py

@@ -375,6 +375,9 @@ def update_folder(
     folder = own_folder(db, user, folder_id)
     sent = body.model_fields_set
     if "name" in sent:
+        # Which folder may be renamed is answered before what the name is, as it always was.
+        if not folders.renamable(folder):
+            raise refused(409, "file_folder_not_own")
         try:
             folders.rename(db, folder, _folder_name(body.name or ""))
         except folders.FolderError as e:

backend/app/routes/me.py

@@ -9,11 +9,9 @@ from app.auth import (
     count_admins,
     count_pending_activations,
     current_user,
-    drop_from_wallet,
     google_enabled,
     has_read_scope,
     has_write_scope,
-    is_allowed,
     optional_current_user,
     purge_user,
 )
@@ -26,79 +24,10 @@ from app.db import get_db
 from app.models import Invite, User
 from app.utils import iso
 from app.refusal import refused
-from app.routes._common import not_found
 
 router = APIRouter(prefix="/api/me", tags=["me"])
 
 
-@router.get("/accounts")
-def my_accounts(
-    request: Request,
-    user: User = Depends(current_user),
-    db: Session = Depends(get_db),
-) -> list[dict]:
-    """The accounts that have authenticated in this browser session (switchable without a
-    new Google sign-in). The active one is flagged."""
-    ids = request.session.get("account_ids") or [user.id]
-    rows = {u.id: u for u in db.execute(select(User).where(User.id.in_(ids))).scalars()}
-    out = []
-    for uid in ids:  # preserve recency order from the session
-        u = rows.get(uid)
-        if u is not None:
-            out.append(
-                {
-                    "id": u.id,
-                    "email": u.email,
-                    "display_name": u.display_name,
-                    "avatar_url": u.avatar_url,
-                    "active": u.id == user.id,
-                }
-            )
-    return out
-
-
-class SwitchAccountIn(BaseModel):
-    user_id: int
-
-
-@router.post("/switch")
-def switch_account(
-    body: SwitchAccountIn,
-    request: Request,
-    user: User = Depends(current_user),
-    db: Session = Depends(get_db),
-) -> dict:
-    """Switch the active account to another one already authenticated in this browser. No
-    Google round-trip — but only accounts present in the session list (proof they signed in
-    here) are allowed, and access is re-checked in case the invite was revoked since."""
-    target = body.user_id
-    if target not in (request.session.get("account_ids") or []):
-        raise refused(403, "not_your_account")
-    # An account `_session_user` would refuse — gone, deactivated, suspended, or its session revoked — is
-    # refused here too, and dropped from the switch list the way `_session_user` drops it. Made the session
-    # default instead, the next request's current_user would refuse it as the DEFAULT and clear the whole
-    # wallet session, logging out every account here. (B-core-9)
-    u = db.get(User, target)
-    if u is None:
-        drop_from_wallet(request.session, target)
-        raise not_found("account")
-    if not is_allowed(db, u.email):
-        raise refused(403, "account_no_access")
-    if not u.is_active:
-        drop_from_wallet(request.session, target)
-        raise refused(403, "account_no_access")
-    if u.is_suspended:
-        drop_from_wallet(request.session, target)
-        raise refused(403, "account_suspended")
-    # Revoked: a password reset/change or "log out everywhere" bumped the account's epoch.
-    epochs = request.session.get("epochs") or {}
-    if int(epochs.get(str(target), 0)) != (u.session_epoch or 0):
-        drop_from_wallet(request.session, target)
-        raise refused(403, "account_signed_out")
-    request.session["user_id"] = target
-    return {"ok": True, "user_id": target}
-
-
 @router.get("")
 def get_me(
     user: User | None = Depends(optional_current_user), db: Session = Depends(get_db)
@@ -150,6 +79,10 @@ def get_me(
         # Which live-search source runs, so the search button can say what a search costs: "scrape"
         # spends no API quota, "api" spends 100 units a page.
         "search_source": sysconfig.get_str(db, "search_source"),
+        # Whether live search and related videos are on: an admin turns either off with a daily
+        # limit of 0, and the UI then leaves out what would only be refused.
+        "search_enabled": sysconfig.get_int(db, "search_daily_limit_per_user") > 0,
+        "related_enabled": sysconfig.get_int(db, "related_daily_limit_per_user") > 0,
         "can_read": has_read_scope(user),
         "can_write": has_write_scope(user),
         "pending_invites": pending_invites,
@@ -187,17 +120,11 @@ def delete_my_account(
     surfaces)."""
     if user.role == "admin" and count_admins(db) <= 1:
         raise refused(400, "only_admin_delete")
-    user_id = user.id
     # Full erasure (cascades) + access-request cleanup + Google-grant revocation; shared with the
-    # admin delete path. Capture the id first — `user` is detached once purge_user deletes the row.
+    # admin delete path.
     purge_user(db, user, background)
-    # Drop this account from the browser session; switch to another signed-in account if any.
-    remaining = [a for a in (request.session.get("account_ids") or []) if a != user_id]
-    if remaining:
-        request.session["account_ids"] = remaining
-        request.session["user_id"] = remaining[-1]
-    else:
-        request.session.clear()
+    # The session's one account is gone: so is the session.
+    request.session.clear()
     return {"deleted": True}
 
 
@@ -213,7 +140,13 @@ def update_preferences(
     user: User = Depends(current_user),
     db: Session = Depends(get_db),
 ) -> dict:
-    # Merge so partial updates don't wipe other keys.
+    # Merge so partial updates don't wipe other keys — over the stored row read again under a row
+    # lock: a client saves keys one at a time (several at once on a boot that moves this browser's
+    # copies to the account), and two merges over the same earlier read would keep only the last.
+    # FOR NO KEY UPDATE, as bump_session_epoch: it still orders two merges, and a transaction that
+    # only added a row referring to the account (a playlist pull, then minutes of YouTube) does not
+    # hold the save up.
+    db.refresh(user, with_for_update={"key_share": True})
     merged = dict(user.preferences or {})
     merged.update(preferences.root)
     user.preferences = merged

backend/app/routes/notifications.py

@@ -5,6 +5,7 @@ from fastapi import APIRouter, Depends, Query
 from sqlalchemy import func, select, update
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app.auth import current_user
 from app.db import get_db
 from app.models import Notification, User
@@ -36,7 +37,7 @@ def list_notifications(
     user: User = Depends(current_user),
     db: Session = Depends(get_db),
 ) -> dict:
-    where = [Notification.user_id == user.id]
+    where = [owned_by(Notification.user_id, user)]
     if not include_dismissed:
         where.append(Notification.dismissed.is_(False))
     total = db.scalar(select(func.count()).select_from(Notification).where(*where)) or 0
@@ -61,7 +62,7 @@ def unread_count(user: User = Depends(current_user), db: Session = Depends(get_d
         select(func.count())
         .select_from(Notification)
         .where(
-            Notification.user_id == user.id,
+            owned_by(Notification.user_id, user),
             Notification.read.is_(False),
             Notification.dismissed.is_(False),
         )
@@ -77,8 +78,8 @@ def mark_read(
 ) -> dict:
     n = owned_or_404(db, Notification, notification_id, user, what="notification")
     n.read = True
-    db.commit()
     trim_read(db, user.id)
+    db.commit()
     return {"ok": True}
 
 
@@ -86,11 +87,11 @@ def mark_read(
 def mark_all_read(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
     db.execute(
         update(Notification)
-        .where(Notification.user_id == user.id, Notification.read.is_(False))
+        .where(owned_by(Notification.user_id, user), Notification.read.is_(False))
         .values(read=True)
     )
-    db.commit()
     trim_read(db, user.id)
+    db.commit()
     return {"ok": True}
 
 
@@ -113,7 +114,7 @@ def clear_all(user: User = Depends(current_user), db: Session = Depends(get_db))
     """Dismiss every (still-visible) notification for this user."""
     db.execute(
         update(Notification)
-        .where(Notification.user_id == user.id, Notification.dismissed.is_(False))
+        .where(owned_by(Notification.user_id, user), Notification.dismissed.is_(False))
         .values(dismissed=True, read=True)
     )
     db.commit()

backend/app/routes/plex/_shared.py

@@ -1,18 +1,22 @@
 """Shared helpers, serializers and constants for the plex route package."""
 
+from typing import TYPE_CHECKING
+
 from sqlalchemy.orm import Session
 
 from app import logs
-from app.models import PlexItem
+from app.plex import queries
 from app.plex.cards import norm_lang as _norm_lang  # noqa: F401 — the package's historic name
-from app.plex.lookups import by_rating_key
 from app.routes._common import not_found
 
+if TYPE_CHECKING:
+    from app.plex.models import PlexItem
+
 log = logs.get_logger(__name__)
 
 
-def item_or_404(db: Session, rating_key: str) -> PlexItem:
-    it = by_rating_key(db, PlexItem, rating_key)
+def item_or_404(db: Session, rating_key: str) -> "PlexItem":
+    it = queries.item(db, rating_key)
     if it is None:
         raise not_found("plex_item")
     return it

backend/app/routes/plex/admin.py

@@ -1,27 +1,26 @@
 """Plex admin: connection test, catalog sync, and owner watch-link config."""
 
-from datetime import datetime, timezone
+from typing import TYPE_CHECKING
 
 from fastapi import APIRouter, Depends
 from pydantic import BaseModel
-from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
 from app.auth import admin_user, current_user
 from app.db import get_db
-from app.models import (
-    PlexItem,
-    PlexLink,
-    User,
-)
+from app.models import User
 from app.plex import paths as plex_paths
+from app.plex import queries, service
 from app.plex import sync as plex_sync
 from app.plex import watch_sync as plex_watch
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
 from app.utils import iso
 from app.refusal import refused
 
+if TYPE_CHECKING:
+    from app.plex.models import PlexLink
+
 log = logs.get_logger(__name__)
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
@@ -69,7 +68,7 @@ def _sample_plex_path(db: Session, plex: PlexClient, sections: list[dict]) -> st
     """A real Plex-side media file path to validate the mount + path-map against. Prefers the
     already-mirrored catalog (cheap); before the first sync, pulls one movie leaf from an enabled
     section straight from Plex."""
-    fp = db.scalar(select(PlexItem.file_path).where(PlexItem.file_path.isnot(None)))
+    fp = queries.sample_file_path(db)
     if fp:
         return fp
     wanted = plex_sync._enabled_section_keys(db)
@@ -106,7 +105,7 @@ def trigger_sync(_: User = Depends(admin_user), db: Session = Depends(get_db)) -
     return {"ok": True, **plex_sync.sync(db)}
 
 
-def _link_dict(link: PlexLink | None) -> dict:
+def _link_dict(link: "PlexLink | None") -> dict:
     return {
         "linked": link is not None,
         "sync_enabled": bool(link and link.sync_enabled),
@@ -119,8 +118,7 @@ def _link_dict(link: PlexLink | None) -> dict:
 @router.get("/watch/link")
 def watch_link_status(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
     """This user's Plex watch-sync link status (drives the Settings toggle)."""
-    link = db.execute(select(PlexLink).where(PlexLink.user_id == user.id)).scalars().first()
-    return _link_dict(link)
+    return _link_dict(queries.watch_link(db, user))
 
 
 class WatchLinkIn(BaseModel):
@@ -139,11 +137,7 @@ def watch_link_set(
     if not sysconfig.get_bool(db, "plex_enabled"):
         raise refused(409, "plex_disabled")
     enabled = body.enabled
-    link = db.execute(select(PlexLink).where(PlexLink.user_id == user.id)).scalars().first()
-    if link is None:
-        link = PlexLink(user_id=user.id, uses_admin=True, linked_at=datetime.now(timezone.utc))
-        db.add(link)
-    link.sync_enabled = enabled
+    link = service.set_watch_link(db, user, enabled)
     db.commit()
 
     result: dict = {}
@@ -156,7 +150,7 @@ def watch_link_set(
 def watch_import_now(user: User = Depends(admin_user), db: Session = Depends(get_db)) -> dict:
     """Admin: (re-)run the "Plex is master" import for this account — Plex re-wins on the
     intersection; Siftlode-only states are preserved. Idempotent."""
-    link = db.execute(select(PlexLink).where(PlexLink.user_id == user.id)).scalars().first()
+    link = queries.watch_link(db, user)
     if link is None or not link.sync_enabled:
         raise refused(409, "watch_sync_off")
     result = plex_watch.import_owner_watch_state(db, link)

backend/app/routes/plex/browse.py

@@ -1,110 +1,30 @@
 """Plex browse: the library list, the unified cross-library browse feed, and its faceted filters."""
 
 from fastapi import APIRouter, Depends, Query
-from sqlalchemy import (
-    Boolean,
-    Integer,
-    String,
-    and_,
-    cast,
-    func,
-    literal,
-    null,
-    or_,
-    select,
-)
-from sqlalchemy.orm import Session, aliased
+from sqlalchemy.orm import Session
 
-from app.mailtext import lang_for_user
-from app.collation import collated, sorted_words
 from app import sysconfig
 from app.auth import current_user
 from app.db import get_db
-from app.models import (
-    PlexItem,
-    PlexLibrary,
-    PlexShow,
-    PlexState,
-    User,
-)
-from app.plex import rollup
+from app.mailtext import lang_for_user
+from app.models import User
+from app.plex import library as plex_library
+from app.plex import queries
 from app.plex.cards import display_title, episode_card
-from app.plex.query import (
-    FIELD_COLUMNS,
-    PLAYBACK_CLASSES,
-    TS_CONFIG,
-    LibraryFilters,
-    apply_meta_filters,
-    apply_movie_state_filter,
-    apply_show_state_filter,
-    content_libs,
-    field_recheck,
-    genres_col,
-    meta_filter_conds,
-    movie_status_case,
-    playable_conds,
-    playback_class_expr,
-    show_status_case,
-    split_csv,
-    summary_col,
-    title_col,
-    vector_col,
-    vector_match,
-)
+from app.plex.query import LibraryFilters
 from app.routes.plex._shared import _norm_lang
-from app.utils import to_tsquery_str
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
 
-def sort_column(u, sort: str, lang: str = "en"):
-    """The browse grid's sort key -> orderable column on the union subquery. Module-level (not inline
-    in the handler) so a test can pin its vocabulary to `PLEX_SORT_KEYS` — a key the Sort control
-    offers but this cannot order would quietly fall back to `added_at` and look like a broken control.
-    An unknown key (a stale bookmark, a hand-edited URL) deliberately keeps that fallback. The title sorts
-    in the reader's alphabet (`collation`)."""
-    return {
-        "added": u.c.added_at,
-        "title": collated(u.c.title, lang),
-        "year": u.c.year,
-        "rating": u.c.rating,
-        "duration": u.c.duration_s,
-        "release": u.c.rel,
-        "lastwatched": u.c.last_watched,
-    }.get(sort, u.c.added_at)
-
-
 @router.get("/libraries")
 def list_libraries(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
     """The mirrored libraries the user can browse (drives the Plex scope selector). HU overlay
     libraries are excluded — they're not browsable, they only feed the EN twin's Hungarian metadata."""
-    libs = (
-        db.execute(
-            select(PlexLibrary)
-            .where(PlexLibrary.overlay_of.is_(None))
-            .order_by(PlexLibrary.kind.desc(), collated(PlexLibrary.title, lang_for_user(user)))
-        )
-        .scalars()
-        .all()
-    )
-    out = []
-    for lib in libs:
-        if lib.kind == "movie":
-            count = db.scalar(
-                select(func.count(PlexItem.id)).where(
-                    PlexItem.library_id == lib.id, PlexItem.kind == "movie"
-                )
-            )
-        else:
-            count = db.scalar(select(func.count(PlexShow.id)).where(PlexShow.library_id == lib.id))
-        out.append(
-            {
-                "key": lib.plex_key,
-                "title": lib.title,
-                "kind": lib.kind,
-                "count": count or 0,
-            }
-        )
+    out = [
+        {"key": lib.plex_key, "title": lib.title, "kind": lib.kind, "count": count}
+        for lib, count in queries.browsable_libraries(db, lang_for_user(user))
+    ]
     return {"enabled": sysconfig.get_bool(db, "plex_enabled"), "libraries": out}
 
 
@@ -129,193 +49,60 @@ def unified_library(
     episodes come back in a separate `episodes` list (grouped result — the 'Episodes' section)."""
     offset = max(0, offset)
     lang = _norm_lang(lang)
-    p = f.as_dict()
-    movie_lib_ids, show_lib_ids = content_libs(db)
-    want_movies = scope in ("movie", "both") and bool(movie_lib_ids)
-    want_shows = scope in ("show", "both") and bool(show_lib_ids)
-
-    ts = to_tsquery_str(q) if q else None
-    tsq = func.to_tsquery(TS_CONFIG, ts) if ts else None
-    if field not in FIELD_COLUMNS and field != "all":
-        field = "all"
-    # `episode` scope targets episode rows only — the movie/show grid stays empty; the recheck for
-    # the specific title/people/summary fields is a strict narrowing on top of the GIN prefilter.
-    grid_field = field != "episode"
-    recheck = field_recheck if tsq is not None and field not in ("all", "episode") else None
-
-    selects = []
-    if want_movies and grid_field:
-        st = aliased(PlexState)
-        m_status = movie_status_case(st)
-        mq = (
-            select(
-                PlexItem.rating_key.label("rk"),
-                literal("movie").label("kind"),
-                title_col(PlexItem, lang).label("title"),
-                PlexItem.year.label("year"),
-                PlexItem.rating.label("rating"),
-                # Truncated so the card hover-overview costs a few hundred bytes, not the full synopsis.
-                func.left(summary_col(PlexItem, lang), 300).label("summary"),
-                PlexItem.added_at.label("added_at"),
-                PlexItem.originally_available_at.label("rel"),
-                PlexItem.duration_s.label("duration_s"),
-                PlexItem.playable.label("playable"),
-                PlexItem.transcode_hw.label("transcode_hw"),
-                cast(null(), Integer).label("season_count"),
-                func.coalesce(st.position_seconds, 0).label("position_seconds"),
-                m_status.label("status"),
-                literal(False).label("resumable"),
-                # "last watched" sort key: when the movie was last resumed, else when it was marked
-                # watched. NULL for never-touched movies → nullslast sinks them (see the sort dict).
-                func.coalesce(st.progress_updated_at, st.watched_at).label("last_watched"),
-                (
-                    func.ts_rank(vector_col(PlexItem, lang), tsq)
-                    if tsq is not None
-                    else literal(0.0)
-                ).label("rank"),
-            )
-            .outerjoin(st, and_(st.item_id == PlexItem.id, st.user_id == user.id))
-            .where(PlexItem.kind == "movie", PlexItem.library_id.in_(movie_lib_ids))
-        )
-        mq = apply_movie_state_filter(mq, st, show)
-        mq = apply_meta_filters(mq, PlexItem, p, lang)
-        if f.duration_min is not None:
-            mq = mq.where(PlexItem.duration_s >= f.duration_min)
-        if f.duration_max is not None:
-            mq = mq.where(PlexItem.duration_s <= f.duration_max)
-        # Playback-class filter (movie-only — a show is an aggregate with no single class).
-        mq = mq.where(*playable_conds(split_csv(f.playable)))
-        if tsq is not None:
-            mq = mq.where(vector_match(PlexItem, lang, tsq))
-        if recheck is not None:
-            mq = mq.where(recheck(PlexItem, field, tsq, lang))
-        selects.append(mq)
-    if want_shows and grid_field:
-        agg = rollup.agg_subquery(db, user.id, include_resumed=True).subquery()
-        tot = func.coalesce(agg.c.total, 0)
-        wat = func.coalesce(agg.c.watched, 0)
-        inp = func.coalesce(agg.c.inprog, 0)
-        s_status = show_status_case(tot, wat, inp)
-        sq = (
-            select(
-                PlexShow.rating_key.label("rk"),
-                literal("show").label("kind"),
-                title_col(PlexShow, lang).label("title"),
-                PlexShow.year.label("year"),
-                PlexShow.rating.label("rating"),
-                func.left(summary_col(PlexShow, lang), 300).label("summary"),
-                PlexShow.added_at.label("added_at"),
-                PlexShow.originally_available_at.label("rel"),
-                cast(null(), Integer).label("duration_s"),
-                cast(null(), String).label("playable"),
-                cast(null(), Boolean).label("transcode_hw"),
-                PlexShow.child_count.label("season_count"),
-                literal(0).label("position_seconds"),
-                s_status.label("status"),
-                # An episode holds a resume point (`ShowState.resumable`, the card's Continue + Restart).
-                (inp > 0).label("resumable"),
-                # Show leg's "last watched": max(resume/watched time) across the show's episodes (see
-                # rollup.agg_subquery include_resumed). NULL for a never-watched show → nullslast.
-                agg.c.resumed_at.label("last_watched"),
-                (
-                    func.ts_rank(vector_col(PlexShow, lang), tsq)
-                    if tsq is not None
-                    else literal(0.0)
-                ).label("rank"),
-            )
-            .outerjoin(agg, agg.c.show_id == PlexShow.id)
-            .where(PlexShow.library_id.in_(show_lib_ids))
-        )
-        sq = apply_show_state_filter(sq, tot, wat, inp, show)
-        sq = apply_meta_filters(sq, PlexShow, p, lang)
-        if tsq is not None:
-            sq = sq.where(vector_match(PlexShow, lang, tsq))
-        if recheck is not None:
-            sq = sq.where(recheck(PlexShow, field, tsq, lang))
-        selects.append(sq)
-
+    total, rows, eps = plex_library.library_page(
+        db,
+        user,
+        scope=scope,
+        q=q,
+        field=field,
+        sort=sort,
+        sort_dir=sort_dir,
+        show=show,
+        lang=lang,
+        offset=offset,
+        limit=limit,
+        f=f,
+    )
     items = []
-    total = 0
-    if selects:
-        union = selects[0] if len(selects) == 1 else selects[0].union_all(*selects[1:])
-        u = union.subquery()
-        total = db.scalar(select(func.count()).select_from(u)) or 0
-
-        if tsq is not None:
-            order = [u.c.rank.desc()]
-        else:
-            col = sort_column(u, sort, lang)
-            order = [(col.asc() if sort_dir == "asc" else col.desc()).nullslast()]
-        order.append(u.c.rk.desc())
-        rows = db.execute(select(u).order_by(*order).offset(offset).limit(limit)).all()
-
-        for r in rows:
-            if r.kind == "movie":
-                items.append(
-                    {
-                        "id": r.rk,
-                        "type": "movie",
-                        "title": r.title,
-                        "year": r.year,
-                        "rating": r.rating,
-                        "summary": r.summary,
-                        "duration_seconds": r.duration_s,
-                        "thumb": f"/api/plex/image/{r.rk}",
-                        "playable": r.playable,
-                        "transcode_hw": r.transcode_hw,
-                        "status": r.status,
-                        "position_seconds": r.position_seconds,
-                    }
-                )
-            else:
-                items.append(
-                    {
-                        "id": r.rk,
-                        "type": "show",
-                        "title": r.title,
-                        "year": r.year,
-                        "rating": r.rating,
-                        "summary": r.summary,
-                        "thumb": f"/api/plex/image/{r.rk}",
-                        "season_count": r.season_count,
-                        "status": r.status,
-                        "resumable": r.resumable,
-                    }
-                )
-
-    # Episode "grouped result" section: shown for Everywhere (full-vector match, today's behaviour)
-    # and for the Episode scope (title-only match, empty item grid). The title/people/summary scopes
-    # target the movie/show grid, so they suppress episodes.
-    episodes = []
-    if tsq is not None and want_shows and field in ("all", "episode"):
-        ep_st = aliased(PlexState)
-        # In HU an episode is found by its Hungarian title too (the overlay fills it) — and
-        # still by its English one, like `vector_match` does for the grid.
-        if field == "episode":
-            ep_vec = func.to_tsvector(TS_CONFIG, func.coalesce(PlexItem.title, ""))
-            ep_vec_hu = func.to_tsvector(TS_CONFIG, func.coalesce(PlexItem.title_hu, ""))
-        else:
-            ep_vec, ep_vec_hu = PlexItem.search_vector, PlexItem.search_vector_hu
-        hit = ep_vec.op("@@")(tsq)
-        if lang == "hu":
-            hit = or_(ep_vec_hu.op("@@")(tsq), hit)
-            ep_vec = ep_vec_hu
-        eps = db.execute(
-            select(PlexItem, ep_st, PlexShow)
-            .outerjoin(ep_st, and_(ep_st.item_id == PlexItem.id, ep_st.user_id == user.id))
-            .outerjoin(PlexShow, PlexShow.id == PlexItem.show_id)
-            .where(
-                PlexItem.kind == "episode",
-                PlexItem.library_id.in_(show_lib_ids),
-                hit,
+    for r in rows:
+        if r.kind == "movie":
+            items.append(
+                {
+                    "id": r.rk,
+                    "type": "movie",
+                    "title": r.title,
+                    "year": r.year,
+                    "rating": r.rating,
+                    "summary": r.summary,
+                    "duration_seconds": r.duration_s,
+                    "thumb": f"/api/plex/image/{r.rk}",
+                    "playable": r.playable,
+                    "transcode_hw": r.transcode_hw,
+                    "status": r.status,
+                    "position_seconds": r.position_seconds,
+                }
             )
-            .order_by(func.ts_rank(ep_vec, tsq).desc())
-            .limit(24)
-        ).all()
-        for e, s, sh in eps:
-            card = episode_card(e, s, lang=lang)
-            card["show_title"] = display_title(sh, lang) if sh is not None else None
-            episodes.append(card)
+        else:
+            items.append(
+                {
+                    "id": r.rk,
+                    "type": "show",
+                    "title": r.title,
+                    "year": r.year,
+                    "rating": r.rating,
+                    "summary": r.summary,
+                    "thumb": f"/api/plex/image/{r.rk}",
+                    "season_count": r.season_count,
+                    "status": r.status,
+                    "resumable": r.resumable,
+                }
+            )
+
+    episodes = []
+    for e, s, sh in eps:
+        card = episode_card(e, s, lang=lang)
+        card["show_title"] = display_title(sh, lang) if sh is not None else None
+        episodes.append(card)
 
     return {
         "scope": scope,
@@ -341,237 +128,4 @@ def facets(
     filters applied but NOT its own — so selecting a filter narrows what the other groups offer, while
     a multi-select group still lets you add more. Merged across the scope's libraries; duration is
     movie-only. (Search text is not factored in — facets track the sidebar filters.)"""
-    empty = {
-        "genres": [],
-        "content_ratings": [],
-        "studios": [],
-        "playable": [],
-        "year_min": None,
-        "year_max": None,
-        "rating_max": None,
-        "duration_min": None,
-        "duration_max": None,
-    }
-    all_movie_ids, all_show_ids = content_libs(db)
-    movie_ids = all_movie_ids if scope in ("movie", "both") else []
-    show_ids = all_show_ids if scope in ("show", "both") else []
-    if not movie_ids and not show_ids:
-        return empty
-    lang = _norm_lang(lang)
-    p = f.as_dict()
-
-    uid = user.id
-
-    # The shows that pass the watch-state scope, asked ONCE. The per-user episode rollup behind it is a
-    # full pass over the user's episodes (~10 ms on a prod-sized library), and each of the show groups
-    # (genres, ratings, studios, years, rating max) asked it again: half of a filtered facets call.
-    # The same filter on the same rows, so the counts do not change
-    # (test_plex_facets_grid_parity).
-    shows_in_scope: list[int] | None = None
-    if show_ids and show in ("watched", "in_progress", "unwatched"):
-        agg = rollup.agg_subquery(db, uid).subquery()
-        in_scope = select(PlexShow.id).outerjoin(agg, agg.c.show_id == PlexShow.id)
-        in_scope = apply_show_state_filter(
-            in_scope,
-            func.coalesce(agg.c.total, 0),
-            func.coalesce(agg.c.watched, 0),
-            func.coalesce(agg.c.inprog, 0),
-            show,
-        )
-        shows_in_scope = list(db.scalars(in_scope.where(PlexShow.library_id.in_(show_ids))))
-
-    def wsq(query, model, ids, pp, kind_movie, with_dur):
-        """Apply the (self-excluded) metadata filters + library scope + the per-user watch-state to a
-        facet aggregation query, so the facets reflect exactly the visible result set."""
-        query = query.where(model.library_id.in_(ids), *meta_filter_conds(model, pp, lang))
-        if kind_movie:
-            query = query.where(model.kind == "movie")
-            if with_dur and pp.get("duration_min") is not None:
-                query = query.where(model.duration_s >= pp["duration_min"])
-            if with_dur and pp.get("duration_max") is not None:
-                query = query.where(model.duration_s <= pp["duration_max"])
-            # Playback-class filter (movie-only) — applied for the OTHER groups so an active class
-            # narrows them; the playable facet itself passes pp with playable=None (self-exclusion).
-            query = query.where(*playable_conds(split_csv(pp.get("playable"))))
-            # Join watch-state and reuse the grid's exact movie state filter (unified_library) —
-            # hidden movies never appear in the grid, so they must not inflate facet counts/bounds either.
-            st = aliased(PlexState)
-            query = query.outerjoin(st, and_(st.item_id == model.id, st.user_id == uid))
-            query = apply_movie_state_filter(query, st, show)
-        elif shows_in_scope is not None:
-            query = query.where(model.id.in_(shows_in_scope))
-        return query
-
-    genre_counts: dict[str, int] = {}
-    cr_counts: dict[str, int] = {}
-    studio_counts: dict[str, int] = {}
-    playable_counts: dict[str, int] = {}
-    years: list[int] = []
-    ratings: list[float] = []
-    durs: list[int] = []
-
-    def per_table(model, ids, kind_movie: bool) -> None:
-        if not ids:
-            return
-        # Genres — in "any"/OR mode, exclude the genre filter itself so each offered genre is a valid
-        # OR-addition that only widens (keep adding). In "all"/AND mode, KEEP the filter applied so we
-        # offer only genres that CO-OCCUR on the current result set — a non-co-occurring genre would AND
-        # the result down to zero, i.e. a dead-end chip. (The already-selected genres still appear, since
-        # every matching title carries them, so they stay togglable.)
-        genre_pp = p if p.get("genre_mode") == "all" else {**p, "genres": None}
-        # Only rows whose `genres` is a JSON array can be unnested. A genre-less item stores JSON
-        # `null` (SQLAlchemy's JSONB persists a Python None as JSON null, not SQL NULL), and
-        # jsonb_array_elements_text() raises on a scalar ("cannot extract elements from a scalar") —
-        # so a single metadata-poor library (e.g. one bare Shows library with no genres) 500'd the
-        # whole facets endpoint. Mirror the exact guard people.py already applies to the same columns.
-        # In HU the vocabulary comes from the active-language genre column (coalesce(genres_hu, genres)).
-        gcol = genres_col(model, lang)
-        expanded = (
-            wsq(
-                select(func.jsonb_array_elements_text(gcol).label("g")),
-                model,
-                ids,
-                genre_pp,
-                kind_movie,
-                True,
-            )
-            .where(func.jsonb_typeof(gcol) == "array")
-            .subquery()
-        )
-        for g, c in db.execute(select(expanded.c.g, func.count()).group_by(expanded.c.g)).all():
-            genre_counts[g] = genre_counts.get(g, 0) + c
-        # Content ratings — exclude its own.
-        crq = (
-            wsq(
-                select(model.content_rating, func.count()),
-                model,
-                ids,
-                {**p, "content_ratings": None},
-                kind_movie,
-                True,
-            )
-            .where(model.content_rating.isnot(None))
-            .group_by(model.content_rating)
-        )
-        for cr, c in db.execute(crq).all():
-            cr_counts[cr] = cr_counts.get(cr, 0) + c
-        # Studios — exclude its own (each offered studio is a valid OR-addition that only widens).
-        stq = (
-            wsq(
-                select(model.studio, func.count()),
-                model,
-                ids,
-                {**p, "studios": None},
-                kind_movie,
-                True,
-            )
-            .where(model.studio.isnot(None))
-            .group_by(model.studio)
-        )
-        for s, c in db.execute(stq).all():
-            studio_counts[s] = studio_counts.get(s, 0) + c
-        # Playback class (movie-only) — exclude its own so each class stays an addable OR option.
-        if kind_movie:
-            pcls = playback_class_expr()
-            pcq = (
-                wsq(
-                    select(pcls.label("cls"), func.count()),
-                    model,
-                    ids,
-                    {**p, "playable": None},
-                    kind_movie,
-                    True,
-                )
-                .where(pcls.isnot(None))
-                .group_by(pcls)
-            )
-            for cls, c in db.execute(pcq).all():
-                playable_counts[cls] = playable_counts.get(cls, 0) + c
-        # Year bounds — exclude the year filter.
-        by = db.execute(
-            wsq(
-                select(func.min(model.year), func.max(model.year)),
-                model,
-                ids,
-                {**p, "year_min": None, "year_max": None},
-                kind_movie,
-                True,
-            )
-        ).first()
-        if by[0] is not None:
-            years.append(by[0])
-        if by[1] is not None:
-            years.append(by[1])
-        # Rating max — exclude the rating filter. Coalesce(imdb, audience) to match the score the
-        # rating filter and the UI badge use (IMDb preferred, audience fallback).
-        br = db.scalar(
-            wsq(
-                select(func.max(func.coalesce(model.imdb_rating, model.rating))),
-                model,
-                ids,
-                {**p, "rating_min": None},
-                kind_movie,
-                True,
-            )
-        )
-        if br is not None:
-            ratings.append(float(br))
-        # Duration bounds (movies) — exclude the duration filter.
-        if kind_movie:
-            bd = db.execute(
-                wsq(
-                    select(func.min(model.duration_s), func.max(model.duration_s)),
-                    model,
-                    ids,
-                    p,
-                    kind_movie,
-                    False,
-                )
-            ).first()
-            if bd[0] is not None:
-                durs.append(bd[0])
-            if bd[1] is not None:
-                durs.append(bd[1])
-
-    per_table(PlexItem, movie_ids, True)
-    per_table(PlexShow, show_ids, False)
-    # Always surface the actively-selected genres (even a zero-match AND combo, where they'd otherwise
-    # be absent): the sidebar renders genres solely from this list and hides the whole genre section —
-    # chips AND the Any/All toggle — when it's empty, which would trap the user with no per-chip way to
-    # undo a zero-result selection. Count 0 is fine (genre chips don't display counts).
-    for g in split_csv(f.genres):
-        genre_counts.setdefault(g, 0)
-    # Same for the actively-selected studios, so a selected studio stays removable even at zero matches.
-    for s in split_csv(f.studios):
-        studio_counts.setdefault(s, 0)
-    # Keep an actively-selected playback class visible even at zero matches (the sidebar hides the whole
-    # section when its facet list is empty, which would trap a zero-result selection with no way to undo).
-    for c in split_csv(f.playable):
-        if c in PLAYBACK_CLASSES:
-            playable_counts.setdefault(c, 0)
-    # Names in the reader's alphabet: the genres are Hungarian words for a Hungarian reader.
-    alpha = {w: i for i, w in enumerate(sorted_words(db, [*genre_counts, *studio_counts], lang))}
-    return {
-        "genres": [
-            {"value": g, "count": c}
-            for g, c in sorted(genre_counts.items(), key=lambda kv: alpha[kv[0]])
-        ],
-        "content_ratings": [
-            {"value": cr, "count": c} for cr, c in sorted(cr_counts.items(), key=lambda kv: -kv[1])
-        ],
-        "studios": [
-            {"value": s, "count": c}
-            for s, c in sorted(studio_counts.items(), key=lambda kv: (-kv[1], alpha[kv[0]]))
-        ],
-        # Fixed good→heavy order (not by count), so the class list reads as a severity scale.
-        "playable": [
-            {"value": c, "count": playable_counts[c]}
-            for c in PLAYBACK_CLASSES
-            if c in playable_counts
-        ],
-        "year_min": min(years) if years else None,
-        "year_max": max(years) if years else None,
-        "rating_max": max(ratings) if ratings else None,
-        "duration_min": min(durs) if durs else None,
-        "duration_max": max(durs) if durs else None,
-    }
+    return plex_library.facets(db, user, scope=scope, show=show, lang=lang, f=f)

backend/app/routes/plex/collections.py

@@ -1,96 +1,41 @@
 """Plex collections: browse mirrored collections + the admin manual-collection editor."""
 
-from collections.abc import Callable
-from datetime import date, datetime
-from typing import Any, NamedTuple
+from datetime import datetime
+from typing import TYPE_CHECKING
 
 from fastapi import APIRouter, Depends, HTTPException
 from pydantic import BaseModel
-from sqlalchemy import func, select
 from sqlalchemy.orm import Session
 
 from app.mailtext import lang_for_user
-from app.collation import collated, sorted_words
+from app.collation import sorted_words
 from app import logs
 from app.auth import admin_user, current_user
 from app.db import get_db
-from app.models import (
-    PlexCollection,
-    PlexItem,
-    PlexLibrary,
-    PlexShow,
-    PlexState,
-    User,
-)
-from app.plex import rollup
+from app.models import User
+from app.plex import queries, rollup, service
 from app.plex import sync as plex_sync
 from app.plex.cards import SHOW_NEW, display_title, movie_card, norm_lang, show_card
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
-from app.plex.lookups import by_rating_key
-from app.plex.query import content_libs, runtime_by_key, title_col, top_art_keys
-from app.utils import like_escape
+from app.plex.collections import (
+    DEFAULT_MEMBER_SORT,
+    Member,
+    collection_card,
+    collection_cert,
+    collection_editable,
+    collection_source,
+    sort_members,
+)
 from app.refusal import refused
 from app.routes._common import not_found
 
+if TYPE_CHECKING:
+    from app.plex.models import PlexCollection, PlexState
+
 log = logs.get_logger(__name__)
 
-# The most-restrictive → least ordering used to pick a collection's effective content rating from its
-# members (Plex shows one cert on the collection; we don't store it, so derive it).
-_CERT_RANK = {
-    "G": 1,
-    "TV-Y": 1,
-    "TV-Y7": 1,
-    "TV-G": 1,
-    "PG": 2,
-    "TV-PG": 2,
-    "PG-13": 3,
-    "TV-14": 3,
-    "R": 4,
-    "TV-MA": 4,
-    "NC-17": 5,
-}
-
-
-def _collection_cert(certs: list[str | None]) -> str | None:
-    ranked = [(c, _CERT_RANK.get(c, 0)) for c in certs if c]
-    return max(ranked, key=lambda x: x[1])[0] if ranked else None
-
-
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
-_STRIP_PROVIDERS = ("imdb", "tmdb", "tvdb", "trakt")
-
-
-def _collection_source(col: PlexCollection) -> str:
-    first = (col.title or "").strip().split(" ", 1)[0].lower()
-    if first in _STRIP_PROVIDERS:
-        return first
-    if col.smart:
-        return "smart"
-    return "collection"
-
-
-def _collection_editable(c: PlexCollection) -> bool:
-    """Effective editability: the admin marked it editable AND it's a plain manual collection — never
-    smart, never an external auto-list (IMDb/TMDb/…), which are managed outside Plex."""
-    return bool(c.editable) and not c.smart and _collection_source(c) == "collection"
-
-
-def _collection_card(c: PlexCollection) -> dict:
-    return {
-        "id": c.rating_key,
-        "title": c.title,
-        "summary": c.summary,
-        "thumb": f"/api/plex/image/{c.rating_key}" if c.thumb_key else None,
-        "child_count": c.child_count,
-        "smart": c.smart,
-        "source": _collection_source(c),
-        "editable": c.editable,
-        "can_edit": _collection_editable(
-            c
-        ),  # whether the edit controls should be offered (admin UI)
-    }
-
 
 @router.get("/collections")
 def collections(
@@ -110,64 +55,22 @@ def collections(
     sidebar token and the applied-filter chip had nothing to render but the raw id. Resolving them
     through this endpoint costs one small row each; pulling the whole list to find two titles is
     ~200 KB."""
-    if library is not None:
-        lib = (
-            db.execute(select(PlexLibrary).where(PlexLibrary.plex_key == str(library)))
-            .scalars()
-            .first()
-        )
-        if lib is None:
-            return {"collections": []}
-        query = select(PlexCollection).where(PlexCollection.library_id == lib.id)
-    else:
-        enabled_ids = list(
-            db.execute(
-                select(PlexLibrary.id).where(
-                    PlexLibrary.enabled.is_(True), PlexLibrary.overlay_of.is_(None)
-                )
-            ).scalars()
-        )
-        if not enabled_ids:
-            return {"collections": []}
-        query = select(PlexCollection).where(PlexCollection.library_id.in_(enabled_ids))
-    term = (q or "").strip()
-    if term:
-        query = query.where(PlexCollection.title.ilike(f"%{like_escape(term)}%"))
-    if keys is not None:
-        wanted = [k for k in (keys or "").split(",") if k]
-        # An explicit but empty `keys=` asks for nothing — answer nothing, rather than falling through
-        # to "every collection" (which is what an unguarded empty IN () would have to become).
-        if not wanted:
-            return {"collections": []}
-        query = query.where(PlexCollection.rating_key.in_(wanted))
-    rows = (
-        db.execute(
-            query.order_by(
-                PlexCollection.child_count.desc().nullslast(),
-                collated(PlexCollection.title, lang_for_user(user)),
-            )
-        )
-        .scalars()
-        .all()
-    )
+    wanted = [k for k in keys.split(",") if k] if keys is not None else None
+    rows = queries.collections_page(db, library, q, wanted, lang_for_user(user))
     # A montage of the top titles per tile + the collection's total runtime. Art unions MOVIE and SHOW
     # members (a collection lives in one library, so exactly one side has art) — a show collection would
     # otherwise render blank; the collection's own poster is the next fallback, then the colour hash.
     # Runtime is movie-only (shows have no single duration).
-    movie_ids, show_ids = content_libs(db)
-    keys = [c.rating_key for c in rows]
-    art_m = top_art_keys(db, PlexItem, movie_ids, PlexItem.collection_keys, keys, per=2)
-    art_s = top_art_keys(db, PlexShow, show_ids, PlexShow.collection_keys, keys, per=2)
-    runtime = runtime_by_key(db, PlexItem, movie_ids, PlexItem.collection_keys, keys)
+    art_m, art_s, runtime = queries.collection_tiles(db, [c.rating_key for c in rows])
 
-    def _art(c: PlexCollection) -> list[str]:
+    def _art(c: "PlexCollection") -> list[str]:
         member = art_m.get(c.rating_key) or art_s.get(c.rating_key)
         return member or ([c.rating_key] if c.thumb_key else [])
 
     return {
         "collections": [
             {
-                **_collection_card(c),
+                **collection_card(c),
                 "art": _art(c),
                 "total_runtime_s": runtime.get(c.rating_key, 0),
             }
@@ -185,89 +88,21 @@ def collections_for_item(
     """What a movie or show card's "Add to collection" lists: the editable collections of the title's
     library (a collection lives in one library, and only a manual one can take a title — the same
     `can_edit` the editor offers), each saying whether the title is in it already, by name."""
-    movie = by_rating_key(db, PlexItem, item_rating_key)
-    title: PlexItem | PlexShow | None = (
-        movie if movie is not None and movie.kind == "movie" else None
-    ) or by_rating_key(db, PlexShow, item_rating_key)
+    movie = queries.movie(db, item_rating_key)
+    title = movie or queries.show(db, item_rating_key)
     if title is None:
         raise not_found("item")
     member_of = set(title.collection_keys or [])
-    rows = (
-        db.execute(
-            select(PlexCollection)
-            .where(PlexCollection.library_id == title.library_id)
-            .order_by(collated(PlexCollection.title, lang_for_user(user)))
-        )
-        .scalars()
-        .all()
-    )
+    rows = queries.library_collections(db, title.library_id, lang_for_user(user))
     return {
         "collections": [
-            {**_collection_card(c), "contains": c.rating_key in member_of}
+            {**collection_card(c), "contains": c.rating_key in member_of}
             for c in rows
-            if _collection_editable(c)
+            if collection_editable(c)
         ]
     }
 
 
-class Member(NamedTuple):
-    """One collection member flattened to everything the Sort control can order by. The page's two
-    legs are different tables (movies and shows), so there is no single query to ORDER BY — the
-    ordering is a pure list sort over these, which is also what makes it unit-testable."""
-
-    kind: str  # "movie" | "show"
-    obj: Any  # PlexItem | PlexShow, carried through to the card serializer
-    title: str  # lower-cased; never NULL (the column is not nullable)
-    year: int | None
-    rating: float | None
-    added: datetime | None
-    release: date | None
-    duration: int | None  # movies only — a show has no single runtime
-    last_watched: datetime | None
-
-
-# Sort key -> what to read off a Member. Pinned to `PLEX_SORT_KEYS` by a test: the collection page
-# shows the SAME Sort control as the browse grid, so a key this map is missing would be an option
-# that silently does nothing here.
-MEMBER_SORT_KEYS: dict[str, Callable[[Member], Any]] = {
-    "added": lambda m: m.added,
-    "lastwatched": lambda m: m.last_watched,
-    "release": lambda m: m.release,
-    "year": lambda m: m.year,
-    "rating": lambda m: m.rating,
-    "duration": lambda m: m.duration,
-    "title": lambda m: m.title,
-}
-
-# What the page ordered by before it had a control, and still its default: a film series wants to be
-# read in release order, not by whenever Plex happened to ingest it.
-DEFAULT_MEMBER_SORT = "year"
-
-
-def sort_members(
-    members: list[Member], sort: str, sort_dir: str, alpha: dict[str, int] | None = None
-) -> list[Member]:
-    """Order a collection's members by one of `PLEX_SORT_KEYS`.
-
-    Two properties worth stating because they are easy to get wrong with a plain `reverse=True`:
-    members with no value for the key sink to the END in BOTH directions (matching the browse grid's
-    `nullslast()` — a movie with no rating is not "the worst rated"), and ties always resolve
-    title-ascending, so flipping the direction reverses the ranking rather than the alphabet inside
-    it. An unknown key falls back to the page's default instead of returning an arbitrary order.
-
-    `alpha` ranks each title in the reader's alphabet (`collation.sorted_words`); without it, titles
-    compare as Python strings, which puts every accented initial after "z"."""
-    by_title = (lambda m: alpha[m.title]) if alpha is not None else (lambda m: m.title)
-    key = MEMBER_SORT_KEYS.get(sort, MEMBER_SORT_KEYS[DEFAULT_MEMBER_SORT])
-    if key is MEMBER_SORT_KEYS["title"]:
-        key = by_title
-    ordered = sorted(members, key=by_title)  # stable secondary, applied first
-    have = [m for m in ordered if key(m) is not None]
-    missing = [m for m in ordered if key(m) is None]
-    have.sort(key=key, reverse=sort_dir != "asc")
-    return have + missing
-
-
 @router.get("/collections/{rating_key}")
 def collection_detail(
     rating_key: str,
@@ -283,45 +118,20 @@ def collection_detail(
     what this page did before it had a control. Read-only here; edits go through the admin mutation
     endpoints below."""
     lang = norm_lang(lang)
-    col = by_rating_key(db, PlexCollection, rating_key)
+    col = queries.collection(db, rating_key)
     if col is None:
         raise not_found("collection")
-    movies = (
-        db.execute(
-            select(PlexItem)
-            .where(PlexItem.kind == "movie", PlexItem.collection_keys.contains([rating_key]))
-            .order_by(PlexItem.year.asc().nullslast(), collated(title_col(PlexItem, lang), lang))
-        )
-        .scalars()
-        .all()
-    )
-    shows = (
-        db.execute(
-            select(PlexShow)
-            .where(PlexShow.collection_keys.contains([rating_key]))
-            .order_by(PlexShow.year.asc().nullslast(), collated(title_col(PlexShow, lang), lang))
-        )
-        .scalars()
-        .all()
-    )
+    movies, shows = queries.collection_members(db, rating_key, lang)
     mstate = rollup.item_state_map(db, user.id, [m.id for m in movies])
     # ONE rollup pass over the show members, for both the aggregate badge status and `resumed_at` —
     # the browse grid's "last watched" for a show (the newest resume/watched across its episodes). The
     # cheaper `rollup.state_map` gives only the status, which would leave `lastwatched` unorderable on
     # a show collection while the control still offered it.
-    show_rows = (
-        db.execute(
-            rollup.agg_subquery(db, user.id, include_resumed=True).where(
-                PlexItem.show_id.in_([s.id for s in shows])
-            )
-        ).all()
-        if shows
-        else []
-    )
+    show_rows = queries.show_rollups(db, user.id, [s.id for s in shows])
     sstate = {r.show_id: rollup.show_state(r.total, r.watched, r.inprog) for r in show_rows}
     sresumed = {r.show_id: r.resumed_at for r in show_rows}
 
-    def _movie_last_watched(st: PlexState | None) -> datetime | None:
+    def _movie_last_watched(st: "PlexState | None") -> datetime | None:
         # Same definition as the browse grid's: when it was last resumed, else when it was marked
         # watched (coalesce(progress_updated_at, watched_at)).
         return (st.progress_updated_at or st.watched_at) if st else None
@@ -365,8 +175,8 @@ def collection_detail(
     years = [m.year for m in members if m.year is not None]
     certs = [m.content_rating for m in movies] + [s.content_rating for s in shows]
     return {
-        **_collection_card(col),
-        "content_rating": _collection_cert(certs),
+        **collection_card(col),
+        "content_rating": collection_cert(certs),
         "year_min": min(years) if years else None,
         "year_max": max(years) if years else None,
         "total_runtime_s": sum(m.duration_s or 0 for m in movies),
@@ -374,11 +184,11 @@ def collection_detail(
     }
 
 
-def _editable_collection_or_403(db: Session, rating_key: str) -> PlexCollection:
-    col = by_rating_key(db, PlexCollection, rating_key)
+def _editable_collection_or_403(db: Session, rating_key: str) -> "PlexCollection":
+    col = queries.collection(db, rating_key)
     if col is None:
         raise not_found("collection")
-    if not _collection_editable(col):
+    if not collection_editable(col):
         raise refused(403, "collection_read_only")
     return col
 
@@ -389,16 +199,7 @@ def _reject_duplicate_name(
     """No two collections in a section may share a name: Plex CONFLATES same-named collections'
     membership (both rating_keys resolve to one merged member list — a real footgun), so forbid it up
     front on create + rename rather than mirror the mess."""
-    dup = (
-        db.execute(
-            select(PlexCollection).where(
-                PlexCollection.library_id == library_id,
-                func.lower(PlexCollection.title) == title.lower(),
-            )
-        )
-        .scalars()
-        .first()
-    )
+    dup = queries.collection_named(db, library_id, title)
     if dup is not None and dup.rating_key != exclude_rk:
         # Structured, so the bilingual UI says it in the reader's language (it was toasted in
         # Hungarian beside an English error dialog saying the same thing).
@@ -441,15 +242,13 @@ def create_collection(
     seed = body.item_rating_key
     if not title or not seed:
         raise refused(400, "collection_fields_required")
-    seed_show = by_rating_key(db, PlexShow, seed)
+    seed_show = queries.show(db, seed)
     if library:
-        lib = (
-            db.execute(select(PlexLibrary).where(PlexLibrary.plex_key == library)).scalars().first()
-        )
+        lib = queries.library_by_key(db, library)
     else:
         # The "New collection" flow only knows the seed title → derive its library.
-        seed_item = by_rating_key(db, PlexItem, seed) or seed_show
-        lib = db.get(PlexLibrary, seed_item.library_id) if seed_item else None
+        seed_item = queries.item(db, seed) or seed_show
+        lib = queries.library(db, seed_item.library_id) if seed_item else None
     if lib is None:
         raise not_found("library")
     _reject_duplicate_name(db, lib.id, title)
@@ -462,28 +261,16 @@ def create_collection(
             wrote = True
             new_rk = str(new.get("ratingKey") or "")
             col = plex_sync.resync_collection(db, plex, lib, new_rk)
-            col.editable = True
+            service.set_collection_editable(col, True)
         db.commit()
     except (PlexError, PlexNotConfigured) as e:
         db.rollback()
         if wrote and new_rk:
-            # It is on Plex now, and only the follow-up read failed. Its row is kept, editable: the
-            # full sync preserves `editable` but creates a missing row read-only, so the collection
-            # would drop out of every "add to" list; and the duplicate-name check reads these rows,
-            # so a retry of the same name would make a second one on Plex. Plex made it with exactly
-            # the seed in it, so the seed's row says so too — otherwise the title showed unticked in
-            # the collection it was just added to, and the collection empty, until that sync.
-            db.add(
-                PlexCollection(
-                    rating_key=new_rk, library_id=lib.id, title=title, editable=True, child_count=1
-                )
-            )
-            Model = PlexItem if lib.kind == "movie" else PlexShow
-            if row := by_rating_key(db, Model, seed):
-                row.collection_keys = list(dict.fromkeys([*(row.collection_keys or []), new_rk]))
+            # It is on Plex now, and only the follow-up read failed: keep its row (see the service).
+            service.keep_created_collection(db, lib, new_rk, title, seed)
             db.commit()
         raise _write_or_pending_error(wrote, e) from e
-    return _collection_card(col)
+    return collection_card(col)
 
 
 @router.post("/collections/{rating_key}/items/{item_rating_key}")
@@ -494,7 +281,7 @@ def collection_add_item(
     db: Session = Depends(get_db),
 ) -> dict:
     col = _editable_collection_or_403(db, rating_key)
-    lib = db.get(PlexLibrary, col.library_id)
+    lib = queries.library(db, col.library_id)
     wrote = False
     try:
         with PlexClient(db) as plex:
@@ -505,7 +292,7 @@ def collection_add_item(
     except (PlexError, PlexNotConfigured) as e:
         db.rollback()
         raise _write_or_pending_error(wrote, e) from e
-    return _collection_card(col)
+    return collection_card(col)
 
 
 @router.delete("/collections/{rating_key}/items/{item_rating_key}")
@@ -516,7 +303,7 @@ def collection_remove_item(
     db: Session = Depends(get_db),
 ) -> dict:
     col = _editable_collection_or_403(db, rating_key)
-    lib = db.get(PlexLibrary, col.library_id)
+    lib = queries.library(db, col.library_id)
     wrote = False
     try:
         with PlexClient(db) as plex:
@@ -527,7 +314,7 @@ def collection_remove_item(
     except (PlexError, PlexNotConfigured) as e:
         db.rollback()
         raise _write_or_pending_error(wrote, e) from e
-    return _collection_card(col)
+    return collection_card(col)
 
 
 class CollectionRenameIn(BaseModel):
@@ -546,7 +333,7 @@ def collection_rename(
     if not title:
         raise refused(400, "title_required")
     _reject_duplicate_name(db, col.library_id, title, exclude_rk=rating_key)
-    lib = db.get(PlexLibrary, col.library_id)
+    lib = queries.library(db, col.library_id)
     wrote = False
     try:
         with PlexClient(db) as plex:
@@ -557,7 +344,7 @@ def collection_rename(
     except (PlexError, PlexNotConfigured) as e:
         db.rollback()
         raise _write_or_pending_error(wrote, e) from e
-    return _collection_card(col)
+    return collection_card(col)
 
 
 @router.delete("/collections/{rating_key}")
@@ -565,7 +352,7 @@ def collection_delete(
     rating_key: str, _: User = Depends(admin_user), db: Session = Depends(get_db)
 ) -> dict:
     col = _editable_collection_or_403(db, rating_key)
-    lib = db.get(PlexLibrary, col.library_id)
+    lib = queries.library(db, col.library_id)
     try:
         with PlexClient(db) as plex:
             plex.delete_collection(rating_key)
@@ -590,12 +377,12 @@ def collection_set_editable(
 ) -> dict:
     """Mark an existing Plex collection as 'mine to edit' (or unmark). Smart / auto-list collections
     (IMDb/TMDb/…) can never be made editable — they're regenerated outside Plex."""
-    col = by_rating_key(db, PlexCollection, rating_key)
+    col = queries.collection(db, rating_key)
     if col is None:
         raise not_found("collection")
     want = body.editable
-    if want and (col.smart or _collection_source(col) != "collection"):
+    if want and (col.smart or collection_source(col) != "collection"):
         raise refused(400, "collection_smart")
-    col.editable = want
+    service.set_collection_editable(col, want)
     db.commit()
-    return _collection_card(col)
+    return collection_card(col)

backend/app/routes/plex/detail.py

@@ -4,52 +4,34 @@ import re
 import threading
 import time
 from concurrent.futures import ThreadPoolExecutor
-from datetime import datetime, timezone
+from typing import TYPE_CHECKING
 
 from fastapi import APIRouter, Depends
-from sqlalchemy import select
 from sqlalchemy.orm import Session
 
-from app.collation import collated, sorted_words
+from app.collation import sorted_words
 from app import logs
 from app.auth import current_user
 from app.db import get_db
-from app.discover import queries
-from app.models import (
-    PlexCollection,
-    PlexItem,
-    PlexLibrary,
-    PlexSeason,
-    PlexShow,
-    PlexState,
-    User,
-)
+from app.discover import queries as discover_queries
+from app.models import User
 from app.plex import detail as plex_detail
-from app.plex import people as plex_people
-from app.plex import rollup, subtitles
-from app.plex.query import title_col
+from app.plex import queries, rollup, service, subtitles
 from app.plex import tmdb as plex_tmdb
+from app.plex.collections import collection_source
 from app.plex.cards import SHOW_NEW, episode_card, movie_card, show_card
 from app.plex.client import PlexClient, PlexError, PlexNotConfigured
-from app.plex.lookups import by_rating_key
 from app.routes.plex._shared import _norm_lang, item_or_404
-from app.routes.plex.collections import _collection_source
 from app.routes._common import not_found
 
+if TYPE_CHECKING:
+    from app.plex.models import PlexItem, PlexSeason
+
 log = logs.get_logger(__name__)
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
 
-def _lib_key(db: Session, library_id: int | None) -> str | None:
-    """The Plex section key for a library id — the info/show page passes it to the admin collection
-    editor (in the unified cross-library view there's no single library prop otherwise)."""
-    if library_id is None:
-        return None
-    lib = db.get(PlexLibrary, library_id)
-    return lib.plex_key if lib else None
-
-
 _SHOW_ENRICH_TTL_S = 300
 
 _show_enrich_cache: dict[str, tuple[float, dict, list]] = {}
@@ -113,39 +95,12 @@ def show_detail(
     """A show's seasons + episodes (the drill-down view) with per-user watch state."""
     lang = _norm_lang(lang)
     hu = lang == "hu"
-    sh = by_rating_key(db, PlexShow, rating_key)
+    sh = queries.show(db, rating_key)
     if sh is None:
         raise not_found("show")
-    seasons = (
-        db.execute(
-            select(PlexSeason)
-            .where(PlexSeason.show_id == sh.id)
-            .order_by(PlexSeason.season_number.asc().nullsfirst())
-        )
-        .scalars()
-        .all()
-    )
-    eps = (
-        db.execute(
-            select(PlexItem)
-            .where(PlexItem.show_id == sh.id, PlexItem.kind == "episode")
-            .order_by(
-                PlexItem.season_number.asc().nullsfirst(),
-                PlexItem.episode_number.asc().nullsfirst(),
-            )
-        )
-        .scalars()
-        .all()
-    )
-    states = {
-        s.item_id: s
-        for s in db.execute(
-            select(PlexState).where(
-                PlexState.user_id == user.id,
-                PlexState.item_id.in_([e.id for e in eps] or [0]),
-            )
-        ).scalars()
-    }
+    seasons = queries.seasons(db, sh)
+    eps = queries.episodes(db, sh)
+    states = rollup.item_state_map(db, user, [e.id for e in eps])
     by_season: dict[int | None, list] = {}
     all_cards: list[dict] = []  # every episode, in season/episode order → show-level rollup
     for e in eps:
@@ -163,9 +118,7 @@ def show_detail(
         meta, related_raw = _show_enrichment(db, sh.rating_key)
         related = _relatedshow_cards(db, user.id, related_raw, exclude=sh.id, lang=lang)
         if sh.people_enriched_at is None and meta:
-            plex_people.enrich_row_people(db, sh, plex_people.cast_from_meta(meta))
-            plex_detail.apply_rich_detail(sh, meta)  # imdb/tagline/full_cast for future views
-            sh.people_enriched_at = datetime.now(timezone.utc)
+            service.enrich_show(db, sh, meta)  # imdb/tagline/full_cast for future views
             try:
                 db.commit()
             except Exception:  # noqa: BLE001 — a failed enrich must not fail the page
@@ -198,7 +151,7 @@ def show_detail(
             "year": sh.year,
             "thumb": f"/api/plex/image/{sh.rating_key}",
             "art": f"/api/plex/image/{sh.rating_key}?variant=art",
-            "library": _lib_key(db, sh.library_id),
+            "library": queries.library_key(db, sh.library_id),
             "content_rating": sh.content_rating,
             "rating": sh.rating,
             "genres": (sh.genres_hu or sh.genres if hu else sh.genres) or [],
@@ -234,13 +187,13 @@ def show_next(
     Asked one show at a time, when a card is hovered or played, rather than carried on every card of a
     grid: three probes a show would cost a 60-card page 180 queries for the few cards anyone plays.
     `next` is null for a show with no episodes."""
-    sh = by_rating_key(db, PlexShow, rating_key)
+    sh = queries.show(db, rating_key)
     if sh is None:
         raise not_found("show")
-    return {"next": queries.next_episode(db, user.id, sh.id, lang=_norm_lang(lang))}
+    return {"next": discover_queries.next_episode(db, user.id, sh.id, lang=_norm_lang(lang))}
 
 
-def _season_block(se: PlexSeason, cards: list[dict]) -> dict:
+def _season_block(se: "PlexSeason", cards: list[dict]) -> dict:
     """A season's card for the show page (with its aggregate rollup) plus its episodes (used by the
     season subpage, read from the same cached show-detail payload)."""
     roll = rollup.rollup(cards)
@@ -265,12 +218,7 @@ def _relatedshow_cards(
     rks = [str(m.get("ratingKey")) for m in related if m.get("ratingKey")]
     if not rks:
         return []
-    shows = {
-        s.rating_key: s
-        for s in db.execute(
-            select(PlexShow).where(PlexShow.rating_key.in_(rks[:60]), PlexShow.id != exclude)
-        ).scalars()
-    }
+    shows = queries.shows_by_keys(db, rks[:60], exclude)
     statuses = rollup.state_map(db, user_id, [s.id for s in shows.values()])
     out: list[dict] = []
     seen: set[str] = set()
@@ -285,73 +233,36 @@ def _relatedshow_cards(
     return out
 
 
-def _collection_strips(db: Session, it: PlexItem, user_id: int, lang: str) -> list[dict]:
+def _collection_strips(db: Session, it: "PlexItem", user_id: int, lang: str) -> list[dict]:
     """The collections this movie belongs to, each with its member titles (playable cards) — the
     'Avatar Collection' strip on the info page. Pure local lookup (no Plex call)."""
     keys = it.collection_keys or []
     if not keys or it.kind != "movie":
         return []
-    cols = {
-        c.rating_key: c
-        for c in db.execute(
-            select(PlexCollection).where(PlexCollection.rating_key.in_(keys))
-        ).scalars()
-    }
+    cols = {c.rating_key: c for c in queries.collections_by_keys(db, keys)}
     # Smallest (most specific — e.g. a franchise) first; the big auto-lists (IMDb/TMDb Popular) last.
     alpha = {w: i for i, w in enumerate(sorted_words(db, [c.title for c in cols.values()], lang))}
     ordered = sorted(cols.values(), key=lambda c: (c.child_count or 0, alpha[c.title]))
     out = []
     for col in ordered:
         rk = col.rating_key
-        members = (
-            db.execute(
-                select(PlexItem)
-                .where(
-                    PlexItem.library_id == it.library_id,
-                    PlexItem.kind == "movie",
-                    PlexItem.collection_keys.contains([rk]),
-                )
-                .order_by(
-                    PlexItem.year.asc().nullslast(), collated(title_col(PlexItem, lang), lang)
-                )
-                .limit(60)
-            )
-            .scalars()
-            .all()
-        )
-        ids = [m.id for m in members]
-        states = {
-            s.item_id: s
-            for s in db.execute(
-                select(PlexState).where(
-                    PlexState.user_id == user_id, PlexState.item_id.in_(ids or [0])
-                )
-            ).scalars()
-        }
+        members = queries.library_movies_in(db, it.library_id, rk, lang, limit=60)
+        states = rollup.item_state_map(db, user_id, [m.id for m in members])
         out.append(
             {
                 "id": rk,
                 "title": col.title,
-                "source": _collection_source(col),
+                "source": collection_source(col),
                 "items": [movie_card(m, states.get(m.id), lang=lang) for m in members],
             }
         )
     return out
 
 
-def _episode_nav(db: Session, it: PlexItem) -> tuple[str | None, str | None]:
+def _episode_nav(db: Session, it: "PlexItem") -> tuple[str | None, str | None]:
     if it.kind != "episode" or it.show_id is None:
         return None, None
-    keys = list(
-        db.execute(
-            select(PlexItem.rating_key)
-            .where(PlexItem.show_id == it.show_id, PlexItem.kind == "episode")
-            .order_by(
-                PlexItem.season_number.asc().nullsfirst(),
-                PlexItem.episode_number.asc().nullsfirst(),
-            )
-        ).scalars()
-    )
+    keys = queries.episode_keys(db, it.show_id)
     try:
         i = keys.index(it.rating_key)
     except ValueError:
@@ -398,13 +309,7 @@ def item_detail(
     prev/next, and the per-user resume position + watch status."""
     lang = _norm_lang(lang)
     it = item_or_404(db, rating_key)
-    st = (
-        db.execute(
-            select(PlexState).where(PlexState.user_id == user.id, PlexState.item_id == it.id)
-        )
-        .scalars()
-        .first()
-    )
+    st = queries.state(db, user, it.id)
 
     # Markers + audio/subtitle streams are file-specific, so they stay LIVE; the rich detail (cast/IMDb/
     # tagline/genres) is served from the DB row for movies (persisted below / by the backfill) and only
@@ -485,11 +390,7 @@ def item_detail(
     # only stored the listing's top ~3), so fill a not-yet-enriched movie — its cast becomes filterable
     # and future views serve from the row. Episodes aren't enriched; a show's cast is filled from /show.
     if it.kind == "movie" and it.people_enriched_at is None and meta:
-        cast = plex_people.cast_from_meta(meta)
-        if cast:
-            plex_people.enrich_row_people(db, it, cast)
-        plex_detail.apply_rich_detail(it, meta)
-        it.people_enriched_at = datetime.now(timezone.utc)
+        service.enrich_movie(db, it, meta)
         try:
             db.commit()
         except Exception:  # noqa: BLE001 — a failed enrich must not fail the page
@@ -522,8 +423,8 @@ def item_detail(
         rich = plex_detail.rich_detail(meta)
 
     prev_id, next_id = _episode_nav(db, it)
-    show = db.get(PlexShow, it.show_id) if it.kind == "episode" and it.show_id else None
-    season = db.get(PlexSeason, it.season_id) if show and it.season_id else None
+    show = queries.show_by_id(db, it.show_id) if it.kind == "episode" and it.show_id else None
+    season = queries.season_by_id(db, it.season_id) if show and it.season_id else None
     return {
         "id": it.rating_key,
         "kind": it.kind,
@@ -538,7 +439,7 @@ def item_detail(
         "video_bit_depth": it.video_bit_depth,
         "thumb": f"/api/plex/image/{it.rating_key}",
         "art": f"/api/plex/image/{it.rating_key}?variant=art",
-        "library": _lib_key(db, it.library_id),
+        "library": queries.library_key(db, it.library_id),
         "cast": rich.get("cast", []),
         "imdb_rating": rich.get("imdb_rating"),
         "imdb_id": rich.get("imdb_id"),

backend/app/routes/plex/discover.py

@@ -1,391 +1,18 @@
-"""Plex Discover: the rail-surface read-model.
-
-A consolidated payload for the dedicated Discover landing — a stack of horizontal rails:
-Continue watching · Recently added · Browse-by-genre tiles · Because you watched X — plus a
-separate, reshuffling Surprise-me sample. Serve-from-DB only: the recommendation rail reads the
-recs the TMDB engine already persisted (`PlexItem.recommendations`), never a live TMDB call, and
-every card comes from the same `movie_card`/`show_card` serializers the grid uses (so rails inherit
-their `art` + rating/summary for free). The rails carry EN metadata (like the other non-grid
-card paths); the HU overlay coalesces only in the main grid.
-
-The sidebar metadata filters (genre / rating / year / collection / …) narrow EVERY rail too, so the
-Discover surface behaves like the Browse grid — the same `LibraryFilters` / `meta_filter_conds` the
-grid uses, applied to each rail's movie + show query (a rail may legitimately come back empty, which
-the client hides). Genre-language matches the grid; duration is movie-only.
-"""
+"""Plex Discover: the rail-surface landing and its Surprise-me draw (`plex.discover`)."""
 
 from fastapi import APIRouter, Depends, Query
-from sqlalchemy import and_, func, or_, select
 from sqlalchemy.orm import Session
 
-from app.collation import sorted_words
 from app.auth import current_user
 from app.db import get_db
-from app.models import PlexItem, PlexShow, PlexState, User
-from app.plex import rollup
-from app.plex.cards import (
-    SHOW_NEW,
-    display_title,
-    leaf_card,
-    movie_card,
-    show_card,
-)
-from app.plex.query import (
-    LibraryFilters,
-    apply_meta_filters,
-    apply_show_state_filter,
-    content_libs,
-    genres_col,
-    meta_filter_conds,
-    top_art_keys,
-)
-from app.discover.queries import RAIL_LIMIT
-from app.plex.tmdb import resolve_recs
+from app.models import User
+from app.plex import discover as plex_discover
+from app.plex.discover import SURPRISE_PER_KIND
+from app.plex.query import LibraryFilters
 from app.routes.plex._shared import _norm_lang
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
-GENRE_TILES = 12
-SURPRISE_PER_KIND = 3  # Surprise-me: at most this many movies + this many shows (6 total)
-
-
-def _scope_libs(db: Session, scope: str) -> tuple[list[int], list[int]]:
-    """The movie/show library ids visible for this scope (empty list = out of scope)."""
-    movie_ids, show_ids = content_libs(db)
-    return (
-        movie_ids if scope in ("movie", "both") else [],
-        show_ids if scope in ("show", "both") else [],
-    )
-
-
-def _movie_meta(q, p: dict, lang: str, f: LibraryFilters):
-    """Apply the shared metadata filters + movie-only duration to a movie query (same as the grid)."""
-    q = apply_meta_filters(q, PlexItem, p, lang)
-    if f.duration_min is not None:
-        q = q.where(PlexItem.duration_s >= f.duration_min)
-    if f.duration_max is not None:
-        q = q.where(PlexItem.duration_s <= f.duration_max)
-    return q
-
-
-def _movie_cards(db: Session, uid: int, items: list[PlexItem], lang: str) -> list[dict]:
-    sts = rollup.item_state_map(db, uid, [it.id for it in items])
-    return [movie_card(it, sts.get(it.id), lang=lang) for it in items]
-
-
-def _show_cards(db: Session, uid: int, shows: list[PlexShow], lang: str) -> list[dict]:
-    statuses = rollup.state_map(db, uid, [s.id for s in shows])
-    return [show_card(s, statuses.get(s.id, SHOW_NEW), lang=lang) for s in shows]
-
-
-def _recently_added(
-    db: Session,
-    uid: int,
-    movie_ids: list[int],
-    show_ids: list[int],
-    p: dict,
-    lang: str,
-    f: LibraryFilters,
-) -> list[dict]:
-    """Newest movies + shows, interleaved by `added_at` desc into one rail."""
-    movies = (
-        db.execute(
-            _movie_meta(
-                select(PlexItem).where(
-                    PlexItem.kind == "movie", PlexItem.library_id.in_(movie_ids)
-                ),
-                p,
-                lang,
-                f,
-            )
-            .order_by(PlexItem.added_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        )
-        .scalars()
-        .all()
-        if movie_ids
-        else []
-    )
-    shows = (
-        db.execute(
-            apply_meta_filters(
-                select(PlexShow).where(PlexShow.library_id.in_(show_ids)), PlexShow, p, lang
-            )
-            .order_by(PlexShow.added_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        )
-        .scalars()
-        .all()
-        if show_ids
-        else []
-    )
-    # Merge the two type-homogeneous lists by added_at, then serialize each side in one batch so the
-    # per-card state lookups stay batched (no N+1). Same `or NO_TS` key as the two rails below — a
-    # review found this one still on the older `(is not None, value)` form, i.e. one rule in two
-    # spellings, with the two comments explaining it differently.
-    tagged = [(m.added_at, "movie", m) for m in movies] + [(s.added_at, "show", s) for s in shows]
-    tagged.sort(key=lambda t: t[0] or rollup.NO_TS, reverse=True)
-    top = tagged[:RAIL_LIMIT]
-    # Key the serialized cards back by rating_key (globally unique in Plex — a movie and a show never
-    # share one), so the merge doesn't depend on object identity staying alive.
-    top_movies = [o for _, kind, o in top if kind == "movie"]
-    top_shows = [o for _, kind, o in top if kind == "show"]
-    mcards = {
-        m.rating_key: c
-        for m, c in zip(top_movies, _movie_cards(db, uid, top_movies, lang), strict=True)
-    }
-    scards = {
-        s.rating_key: c
-        for s, c in zip(top_shows, _show_cards(db, uid, top_shows, lang), strict=True)
-    }
-    return [mcards[o.rating_key] if kind == "movie" else scards[o.rating_key] for _, kind, o in top]
-
-
-def _recently_watched(
-    db: Session,
-    uid: int,
-    movie_ids: list[int],
-    show_ids: list[int],
-    p: dict,
-    lang: str,
-    f: LibraryFilters,
-) -> list[dict]:
-    """Recently watched rail: the titles the user last FULLY watched, newest first. A movie is its own
-    card; a show contributes the specific EPISODE watched (carrying its show title). Movies honour the
-    sidebar filters (like the other rails); episodes carry no filterable metadata, so they don't."""
-    rows: list[tuple[object, dict]] = []  # (watched_at, card)
-    if movie_ids:
-        mq = (
-            select(PlexItem, PlexState)
-            .join(PlexState, and_(PlexState.item_id == PlexItem.id, PlexState.user_id == uid))
-            .where(
-                PlexItem.kind == "movie",
-                PlexItem.library_id.in_(movie_ids),
-                PlexState.status == "watched",
-            )
-        )
-        for it, st in db.execute(
-            _movie_meta(mq, p, lang, f)
-            .order_by(PlexState.watched_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        ).all():
-            rows.append((st.watched_at, leaf_card(it, st, lang=lang)))
-    if show_ids:
-        eq = (
-            select(PlexItem, PlexState, PlexShow)
-            .join(PlexState, and_(PlexState.item_id == PlexItem.id, PlexState.user_id == uid))
-            .join(PlexShow, PlexShow.id == PlexItem.show_id)
-            .where(
-                PlexItem.kind == "episode",
-                PlexItem.library_id.in_(show_ids),
-                PlexState.status == "watched",
-            )
-            .order_by(PlexState.watched_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        )
-        for ep, st, sh in db.execute(eq).all():
-            card = leaf_card(
-                ep, st, show_title=display_title(sh, lang), show_rk=sh.rating_key, lang=lang
-            )
-            rows.append((st.watched_at, card))
-    rows.sort(key=lambda r: r[0] or rollup.NO_TS, reverse=True)
-    return [card for _, card in rows[:RAIL_LIMIT]]
-
-
-def _continue_watching(
-    db: Session,
-    uid: int,
-    movie_ids: list[int],
-    show_ids: list[int],
-    p: dict,
-    lang: str,
-    f: LibraryFilters,
-) -> list[dict]:
-    """Resume rail: in-progress movies + partially-watched shows, most-recently-progressed first.
-    A movie's resume time is its own `progress_updated_at`; a show's is the max across its episodes."""
-    rows: list[tuple[object, dict]] = []  # (resumed_at, card)
-
-    if movie_ids:
-        mq = (
-            select(PlexItem, PlexState)
-            .join(
-                PlexState,
-                and_(PlexState.item_id == PlexItem.id, PlexState.user_id == uid),
-            )
-            .where(
-                PlexItem.kind == "movie",
-                PlexItem.library_id.in_(movie_ids),
-                PlexState.position_seconds > 0,
-                # A NULL status is still "started" (mirrors apply_movie_state_filter's in_progress) —
-                # `notin_` alone would drop it, since `NULL NOT IN (...)` is NULL, not TRUE.
-                or_(
-                    PlexState.status.is_(None),
-                    PlexState.status.notin_(["watched", "hidden"]),
-                ),
-            )
-        )
-        mrows = db.execute(
-            _movie_meta(mq, p, lang, f)
-            .order_by(PlexState.progress_updated_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        ).all()
-        for it, st in mrows:
-            rows.append((st.progress_updated_at, movie_card(it, st, lang=lang)))
-
-    if show_ids:
-        # Reuse the shared per-show episode rollup (total/watched/inprog) rather than re-inlining it, plus
-        # its `resumed_at` = max(progress_updated_at); the in-progress predicate comes from the same shared
-        # `apply_show_state_filter` the grid uses, so the rail can't drift from the grid's definition.
-        prog = rollup.agg_subquery(db, uid, include_resumed=True).subquery()
-        sq = apply_show_state_filter(
-            select(PlexShow, prog.c.resumed_at, prog.c.total, prog.c.watched, prog.c.inprog).join(
-                prog, prog.c.show_id == PlexShow.id
-            ),
-            prog.c.total,
-            prog.c.watched,
-            prog.c.inprog,
-            "in_progress",
-        ).where(PlexShow.library_id.in_(show_ids))
-        srows = db.execute(
-            apply_meta_filters(sq, PlexShow, p, lang)
-            .order_by(prog.c.resumed_at.desc().nullslast())
-            .limit(RAIL_LIMIT)
-        ).all()
-        for sh, resumed_at, total, watched, inprog in srows:
-            state = rollup.show_state(total, watched, inprog)
-            rows.append((resumed_at, show_card(sh, state, lang=lang)))
-
-    rows.sort(key=lambda r: r[0] or rollup.NO_TS, reverse=True)
-    return [card for _, card in rows[:RAIL_LIMIT]]
-
-
-def _genre_tiles(
-    db: Session, movie_ids: list[int], show_ids: list[int], p: dict, lang: str
-) -> list[dict]:
-    """The most-common genres across the scope, as {value, count} tiles → tap to filter the grid.
-    The genre vocabulary is language-specific (coalesce(genres_hu, genres) in HU), matching the grid.
-    The active metadata filters narrow the counts too, so the tiles agree with the filtered rails."""
-    counts: dict[str, int] = {}
-    for model, ids in ((PlexItem, movie_ids), (PlexShow, show_ids)):
-        if not ids:
-            continue
-        gcol = genres_col(model, lang)
-        base = select(func.jsonb_array_elements_text(gcol).label("g")).where(
-            model.library_id.in_(ids),
-            func.jsonb_typeof(gcol) == "array",
-            *meta_filter_conds(model, p, lang),
-        )
-        if model is PlexItem:
-            base = base.where(model.kind == "movie")
-        expanded = base.subquery()
-        for g, c in db.execute(select(expanded.c.g, func.count()).group_by(expanded.c.g)).all():
-            counts[g] = counts.get(g, 0) + c
-    alpha = {w: i for i, w in enumerate(sorted_words(db, list(counts), lang))}
-    top = sorted(counts.items(), key=lambda kv: (-kv[1], alpha[kv[0]]))[:GENRE_TILES]
-    # A 2×2 poster collage per tile: the top movies in that genre (color hash is the client fallback).
-    art = top_art_keys(
-        db,
-        PlexItem,
-        movie_ids,
-        genres_col(PlexItem, lang),
-        [g for g, _ in top],
-        extra_conds=(PlexItem.kind == "movie", *meta_filter_conds(PlexItem, p, lang)),
-    )
-    return [{"value": g, "count": c, "art": art.get(g, [])} for g, c in top]
-
-
-def _because_you_watched(
-    db: Session,
-    uid: int,
-    movie_ids: list[int],
-    show_ids: list[int],
-    p: dict,
-    lang: str,
-    f: LibraryFilters,
-) -> dict | None:
-    """Recommendations anchored on the user's most-recently-watched, TMDB-enriched movie. Only the
-    recs that resolve to OUR library (by guid) become cards — the rest aren't actionable here. Returns
-    None (rail hidden) when there's no enriched watch history or none of its recs are in the library.
-    The metadata filters narrow the resolved recs (not the anchor pick) so the rail matches the grid."""
-    if not movie_ids:
-        return None
-    anchor = (
-        db.execute(
-            select(PlexItem)
-            .join(
-                PlexState,
-                and_(PlexState.item_id == PlexItem.id, PlexState.user_id == uid),
-            )
-            .where(
-                PlexItem.kind == "movie",
-                PlexItem.library_id.in_(movie_ids),
-                PlexState.status == "watched",
-                PlexItem.recommendations.isnot(None),
-            )
-            .order_by(PlexState.watched_at.desc().nullslast())
-            .limit(1)
-        )
-        .scalars()
-        .first()
-    )
-    if anchor is None:
-        return None
-    resolved = resolve_recs(db, anchor.recommendations, lang=lang)
-    # Preserve TMDB's recommendation order, keep only in-library hits, and drop the anchor itself.
-    rks = [
-        r["rating_key"]
-        for r in resolved
-        if r.get("in_library") and r.get("rating_key") != anchor.rating_key
-    ]
-    if not rks:
-        return None
-    movies = {
-        m.rating_key: m
-        for m in db.execute(
-            _movie_meta(
-                select(PlexItem).where(PlexItem.kind == "movie", PlexItem.rating_key.in_(rks)),
-                p,
-                lang,
-                f,
-            )
-        )
-        .scalars()
-        .all()
-    }
-    shows = {
-        s.rating_key: s
-        for s in db.execute(
-            apply_meta_filters(
-                select(PlexShow).where(PlexShow.rating_key.in_(rks)), PlexShow, p, lang
-            )
-        )
-        .scalars()
-        .all()
-    }
-    ordered_movies = [movies[rk] for rk in rks if rk in movies]
-    ordered_shows = [shows[rk] for rk in rks if rk in shows]
-    # rating_key is globally unique in Plex, so it keys the serialized cards back safely (no id()).
-    mcards = {
-        m.rating_key: c
-        for m, c in zip(ordered_movies, _movie_cards(db, uid, ordered_movies, lang), strict=True)
-    }
-    scards = {
-        s.rating_key: c
-        for s, c in zip(ordered_shows, _show_cards(db, uid, ordered_shows, lang), strict=True)
-    }
-    items: list[dict] = []
-    for rk in rks:
-        if rk in mcards:
-            items.append(mcards[rk])
-        elif rk in scards:
-            items.append(scards[rk])
-    if not items:
-        return None
-    return {
-        "anchor": {"id": anchor.rating_key, "title": display_title(anchor, lang)},
-        "items": items,
-    }
-
 
 @router.get("/discover")
 def discover(
@@ -398,72 +25,7 @@ def discover(
     """The Discover landing payload — every rail in one pass (serve-from-DB), narrowed by the active
     sidebar filters. Empty rails come back as empty lists (the client hides them); `because_you_watched`
     is null when there's no anchor."""
-    lang = _norm_lang(lang)
-    p = f.as_dict()
-    movie_ids, show_ids = _scope_libs(db, scope)
-    return {
-        "scope": scope,
-        "continue_watching": _continue_watching(db, user.id, movie_ids, show_ids, p, lang, f),
-        "recently_watched": _recently_watched(db, user.id, movie_ids, show_ids, p, lang, f),
-        "recently_added": _recently_added(db, user.id, movie_ids, show_ids, p, lang, f),
-        "genres": _genre_tiles(db, movie_ids, show_ids, p, lang),
-        "because_you_watched": _because_you_watched(db, user.id, movie_ids, show_ids, p, lang, f),
-    }
-
-
-def _draw(db: Session, stmt, key_col, per: int, exclude: list[str]) -> list:
-    """`per` random rows of `stmt`, the previous draw's (`exclude`) left out while the pool allows: a
-    reshuffle over a small filtered pool kept dealing the same few titles. What the fresh rows leave
-    short is topped up from the excluded ones, so a pool smaller than a draw still fills the rail."""
-    fresh = (
-        db.execute(stmt.where(key_col.not_in(exclude)).order_by(func.random()).limit(per))
-        .scalars()
-        .all()
-        if exclude
-        else []
-    )
-    if len(fresh) == per:
-        return list(fresh)
-    taken = [key_col.not_in([r.rating_key for r in fresh])] if fresh else []
-    rest = db.execute(stmt.where(*taken).order_by(func.random()).limit(per - len(fresh))).scalars()
-    return [*fresh, *rest.all()]
-
-
-def _kept(
-    db: Session, uid: int, movie_ids: list[int], show_ids: list[int], keep: list[str], lang: str
-) -> list[dict]:
-    """The `keep` titles' cards in their given order, as they stand now: a title watched since the draw
-    stays in it, marked watched, and one gone from the scope's libraries drops out."""
-    movies = (
-        db.execute(
-            select(PlexItem).where(
-                PlexItem.kind == "movie",
-                PlexItem.library_id.in_(movie_ids),
-                PlexItem.rating_key.in_(keep),
-            )
-        )
-        .scalars()
-        .all()
-        if movie_ids
-        else []
-    )
-    shows = (
-        db.execute(
-            select(PlexShow).where(PlexShow.library_id.in_(show_ids), PlexShow.rating_key.in_(keep))
-        )
-        .scalars()
-        .all()
-        if show_ids
-        else []
-    )
-    cards = {
-        c["id"]: c
-        for c in [
-            *_movie_cards(db, uid, list(movies), lang),
-            *_show_cards(db, uid, list(shows), lang),
-        ]
-    }
-    return [cards[k] for k in keep if k in cards]
+    return plex_discover.discover_page(db, user, scope, _norm_lang(lang), f)
 
 
 @router.get("/surprise")
@@ -485,69 +47,4 @@ def surprise(
     excluded (the point is to surface something to watch). Capped at SURPRISE_PER_KIND movies +
     SURPRISE_PER_KIND shows, drawn separately then interleaved so a lopsided library doesn't crowd out
     one type."""
-    lang = _norm_lang(lang)
-    p = f.as_dict()
-    movie_ids, show_ids = _scope_libs(db, scope)
-    if keep:
-        return {"scope": scope, "items": _kept(db, user.id, movie_ids, show_ids, keep, lang)}
-    per = min(limit, SURPRISE_PER_KIND)
-    movies = []
-    if movie_ids:
-        # Exclude movies this user has watched.
-        watched_movie = (
-            select(PlexState.id)
-            .where(
-                PlexState.item_id == PlexItem.id,
-                PlexState.user_id == user.id,
-                PlexState.status == "watched",
-            )
-            .exists()
-        )
-        movies = _draw(
-            db,
-            _movie_meta(
-                select(PlexItem).where(
-                    PlexItem.kind == "movie",
-                    PlexItem.library_id.in_(movie_ids),
-                    ~watched_movie,
-                ),
-                p,
-                lang,
-                f,
-            ),
-            PlexItem.rating_key,
-            per,
-            exclude,
-        )
-    shows = []
-    if show_ids:
-        # Exclude fully-watched shows (LEFT JOIN so a never-started show — no rollup row — still counts
-        # as unseen). `total IS NULL / == 0 / watched < total` == "not fully watched".
-        prog = rollup.agg_subquery(db, user.id).subquery()
-        not_fully_watched = or_(
-            prog.c.total.is_(None), prog.c.total == 0, prog.c.watched < prog.c.total
-        )
-        shows = _draw(
-            db,
-            apply_meta_filters(
-                select(PlexShow)
-                .outerjoin(prog, prog.c.show_id == PlexShow.id)
-                .where(PlexShow.library_id.in_(show_ids), not_fully_watched),
-                PlexShow,
-                p,
-                lang,
-            ),
-            PlexShow.rating_key,
-            per,
-            exclude,
-        )
-    mcards = _movie_cards(db, user.id, movies, lang)
-    scards = _show_cards(db, user.id, shows, lang)
-    # Interleave movie/show cards, then trim to `limit`.
-    items: list[dict] = []
-    for i in range(max(len(mcards), len(scards))):
-        if i < len(mcards):
-            items.append(mcards[i])
-        if i < len(scards):
-            items.append(scards[i])
-    return {"scope": scope, "items": items[:limit]}
+    return plex_discover.surprise(db, user, scope, _norm_lang(lang), limit, exclude, keep, f)

backend/app/routes/plex/people.py

@@ -4,26 +4,18 @@ import threading
 import time
 
 from fastapi import APIRouter, BackgroundTasks, Depends
-from sqlalchemy import func, or_, select
 from sqlalchemy.orm import Session
 
-from app.collation import collated
-from app import logs, sysconfig
+from app import sysconfig
 from app.auth import current_user
-from app.db import SessionLocal, get_db
-from app.models import (
-    PlexItem,
-    PlexPerson,
-    PlexShow,
-    User,
-)
-from app.plex import rollup
+from app.db import get_db
+from app.models import User
+from app.plex import queries, rollup, service
 from app.plex import tmdb as plex_tmdb
 from app.plex.cards import SHOW_NEW, movie_card, norm_lang, show_card
-from app.plex.query import content_libs, split_csv, title_col
+from app.plex.query import content_libs, split_csv
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
-log = logs.get_logger(__name__)
 
 
 # How many "Known for" titles the person page shows (the stored pool is deeper; see plex.tmdb).
@@ -80,35 +72,13 @@ def people_cards(
     movie_lib_ids, show_lib_ids = content_libs(db)
     want_movies = scope in ("movie", "both") and bool(movie_lib_ids)
     want_shows = scope in ("show", "both") and bool(show_lib_ids)
-    photos = {
-        p.name: p.photo_thumb
-        for p in db.execute(select(PlexPerson).where(PlexPerson.name.in_(wanted))).scalars()
-    }
-    out = []
-    for nm in wanted:
-        count = 0
-        if want_movies:
-            count += (
-                db.scalar(
-                    select(func.count(PlexItem.id)).where(
-                        PlexItem.kind == "movie",
-                        PlexItem.library_id.in_(movie_lib_ids),
-                        PlexItem.cast_names.contains([nm]),
-                    )
-                )
-                or 0
-            )
-        if want_shows:
-            count += (
-                db.scalar(
-                    select(func.count(PlexShow.id)).where(
-                        PlexShow.library_id.in_(show_lib_ids),
-                        PlexShow.cast_names.contains([nm]),
-                    )
-                )
-                or 0
-            )
-        out.append({"name": nm, "photo": photos.get(nm), "count": count})
+    photos = queries.person_photos(db, wanted)
+    movies = movie_lib_ids if want_movies else []
+    shows = show_lib_ids if want_shows else []
+    out = [
+        {"name": nm, "photo": photos.get(nm), "count": queries.cast_count(db, nm, movies, shows)}
+        for nm in wanted
+    ]
     return {"people": out}
 
 
@@ -144,24 +114,6 @@ def _should_schedule_enrich(person_id: int) -> bool:
         return True
 
 
-def _enrich_person_bg(person_id: int) -> None:
-    """Fetch + persist one person's TMDB bio OFF the request path — a FastAPI background task that runs
-    AFTER the response is sent, so the outbound TMDB call never sits on the serve latency (the module's
-    "no live TMDB call at serve time" invariant). The request's session is already closed by then, so
-    open a fresh one. Best-effort: a TMDB failure just leaves `tmdb_enriched_at` NULL to retry on the
-    next open, and the bio lands from the row by then."""
-    db = SessionLocal()
-    try:
-        person = db.get(PlexPerson, person_id)
-        if person is not None:
-            plex_tmdb.enrich_person(db, person)
-    except Exception:  # noqa: BLE001 — background best-effort; never surfaces to a user
-        db.rollback()
-        log.warning("background person bio enrich failed for id=%s", person_id, exc_info=True)
-    finally:
-        db.close()
-
-
 @router.get("/person/{name}")
 def person_detail(
     name: str,
@@ -183,7 +135,7 @@ def person_detail(
     fetches everyone ahead of time, so this lazy path is only for a person the job hasn't reached yet.
     """
     lang = norm_lang(lang)
-    person = db.execute(select(PlexPerson).where(PlexPerson.name == name)).scalars().first()
+    person = queries.person(db, name)
     # Lazy one-time bio enrich, scheduled AFTER the response so the TMDB call is never on the serve path.
     # Gated by a per-person cooldown so concurrent/rapid opens (or repeated opens while TMDB is degraded)
     # can't pile background tasks onto the shared threadpool.
@@ -197,53 +149,18 @@ def person_detail(
         and bool(sysconfig.get_str(db, "tmdb_api_key"))
     )
     if enriching and person is not None and _should_schedule_enrich(person.id):
-        background_tasks.add_task(_enrich_person_bg, person.id)
+        background_tasks.add_task(service.enrich_person_bg, person.id)
     movie_lib_ids, show_lib_ids = content_libs(db)
 
     movies: list[dict] = []
     if movie_lib_ids:
-        items = (
-            db.execute(
-                select(PlexItem)
-                .where(
-                    PlexItem.kind == "movie",
-                    PlexItem.library_id.in_(movie_lib_ids),
-                    or_(
-                        PlexItem.cast_names.contains([name]),
-                        PlexItem.directors.contains([name]),
-                    ),
-                )
-                .order_by(
-                    PlexItem.year.desc().nullslast(), collated(title_col(PlexItem, lang), lang)
-                )
-                .limit(_PERSON_SECTION_MAX)
-            )
-            .scalars()
-            .all()
-        )
+        items = queries.filmography(db, "movie", name, movie_lib_ids, lang, _PERSON_SECTION_MAX)
         states = rollup.item_state_map(db, user.id, [it.id for it in items])
         movies = [movie_card(it, states.get(it.id), lang=lang) for it in items]
 
     shows: list[dict] = []
     if show_lib_ids:
-        show_rows = (
-            db.execute(
-                select(PlexShow)
-                .where(
-                    PlexShow.library_id.in_(show_lib_ids),
-                    or_(
-                        PlexShow.cast_names.contains([name]),
-                        PlexShow.directors.contains([name]),
-                    ),
-                )
-                .order_by(
-                    PlexShow.year.desc().nullslast(), collated(title_col(PlexShow, lang), lang)
-                )
-                .limit(_PERSON_SECTION_MAX)
-            )
-            .scalars()
-            .all()
-        )
+        show_rows = queries.filmography(db, "show", name, show_lib_ids, lang, _PERSON_SECTION_MAX)
         statuses = rollup.state_map(db, user.id, [s.id for s in show_rows])
         shows = [show_card(sh, statuses.get(sh.id, SHOW_NEW), lang=lang) for sh in show_rows]
 

backend/app/routes/plex/playback.py

@@ -1,6 +1,7 @@
 """Plex playback: image/subtitle proxies, HLS streaming, and watch-state writes."""
 
 import threading
+from typing import TYPE_CHECKING
 from datetime import datetime, timedelta, timezone
 
 import httpx
@@ -16,22 +17,13 @@ from fastapi import (
 )
 from fastapi.responses import FileResponse
 from pydantic import BaseModel
-from sqlalchemy import select, update
-from sqlalchemy.dialects.postgresql import insert as pg_insert
 from sqlalchemy.orm import Session
 
-from app.auth import current_user, resolved_user_id
+from app.auth import current_user, session_user_id
 from app.db import SessionLocal, get_db
-from app.models import (
-    PlexItem,
-    PlexSeason,
-    PlexShow,
-    PlexState,
-    User,
-)
-from app.plex import imgcache, subtitles
+from app.models import User
+from app.plex import imgcache, queries, service, subtitles
 from app.plex import paths as plex_paths
-from app.plex.lookups import by_rating_key
 from app.plex import people as plex_people
 from app.plex import stream as plex_stream
 from app.plex import watch_sync as plex_watch
@@ -40,6 +32,9 @@ from app.routes.plex._shared import item_or_404
 from app.refusal import refused
 from app.routes._common import ProgressIn, not_found
 
+if TYPE_CHECKING:
+    from app.plex.models import PlexItem
+
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
 
@@ -47,7 +42,7 @@ def _require_session(request: Request) -> int:
     """Lightweight auth for the high-fan-out image proxies: validate the signed session cookie WITHOUT
     a DB user-load, so these endpoints never hold a pool connection for the auth. Poster images are
     low-sensitivity; a valid session is enough."""
-    uid, _ = resolved_user_id(request)
+    uid = session_user_id(request)
     if not uid:
         raise refused(401, "not_authenticated")
     return uid
@@ -280,14 +275,7 @@ def _push_watch(
         return
     # Capture the row's freshest timestamp NOW so the background push can tell if a newer local edit
     # lands before it settles synced_to_plex (which would otherwise strand that newer value).
-    st = (
-        db.execute(
-            select(PlexState).where(PlexState.user_id == user_id, PlexState.item_id == item_id)
-        )
-        .scalars()
-        .first()
-    )
-    marker = plex_watch._state_marker(st)
+    marker = plex_watch._state_marker(queries.state(db, user_id, item_id))
     if action == "resume" and intent is not None:
         background.add_task(
             _push_resume_guarded, user_id, item_id, rating_key, time_ms, duration_ms, marker, intent
@@ -305,37 +293,6 @@ def _push_watch(
     )
 
 
-def _mark_finished(db: Session, user_id: int, item_id: int, now: datetime) -> bool:
-    """Mark the item watched (position cleared) and say whether THIS call made it so. Two near-end
-    checkpoints arrive together routinely (the 10 s tick and the debounced `seeked` flush), and a
-    read-then-write let both see "not watched" and both scrobble. The transition is decided by the
-    write itself: an insert that did not conflict, or an update conditional on the old status —
-    under READ COMMITTED the second writer re-reads the committed row and matches nothing."""
-    values = {
-        "status": "watched",
-        "watched_at": now,
-        "position_seconds": 0,
-        "progress_updated_at": now,
-        "synced_to_plex": False,
-    }
-    inserted = db.execute(
-        pg_insert(PlexState)
-        .values(user_id=user_id, item_id=item_id, **values)
-        .on_conflict_do_nothing(constraint="uq_plex_user_item")
-        .returning(PlexState.id)
-    ).first()
-    if inserted is not None:
-        return True
-    mine = (PlexState.user_id == user_id) & (PlexState.item_id == item_id)
-    if db.execute(
-        update(PlexState).where(mine, PlexState.status != "watched").values(values)
-    ).rowcount:
-        return True
-    # Already watched: a re-finish still restamps the row, as it always did — just no scrobble.
-    db.execute(update(PlexState).where(mine).values(values))
-    return False
-
-
 class ItemProgressIn(ProgressIn):
     """The shared checkpoint (its bounds included), plus whether the player is leaving the item."""
 
@@ -371,7 +328,7 @@ def item_progress(
     now = datetime.now(timezone.utc)
     near_end = duration > 0 and position > duration - _FINISH_MARGIN_S
     if near_end:
-        flipped = _mark_finished(db, user.id, it.id, now)
+        flipped = service.mark_finished(db, user.id, it.id, now)
         # The finish supersedes every resume push still in flight for this item: stamping it as the
         # latest push makes `_resume_push_superseded` drop them. Popping the entry instead (to keep
         # the map small) removed the very guard, and an older resume push could then land at Plex
@@ -385,33 +342,17 @@ def item_progress(
             _push_watch(background, db, user.id, it.id, rating_key, "watched")
         return {"ok": True, "status": "watched", "position_seconds": 0}
 
-    st = (
-        db.execute(
-            select(PlexState).where(PlexState.user_id == user.id, PlexState.item_id == it.id)
-        )
-        .scalars()
-        .first()
-    )
+    st = queries.state(db, user, it.id)
 
     if position < _PROGRESS_MIN_S:
-        if st is not None and st.status == "new":
-            db.delete(st)
-        elif st is not None:
-            st.position_seconds = 0
-            st.progress_updated_at = now
+        service.clear_progress(db, st, now)
         db.commit()
         return {"ok": True, "position_seconds": 0}
 
-    if st is None:
-        st = PlexState(user_id=user.id, item_id=it.id)
-        db.add(st)
-    st.position_seconds = position
-    st.progress_updated_at = now
     push_now = _should_push_resume(user.id, it.id, now, final)
-    if push_now:
-        # Mark dirty before the (background) push so the reconcile knows to re-push if it fails, and so
-        # `push_state_to_plex` can settle synced_to_plex once Plex confirms.
-        st.synced_to_plex = False
+    # Marked dirty before the (background) push so the reconcile knows to re-push if it fails, and so
+    # `push_state_to_plex` can settle synced_to_plex once Plex confirms.
+    service.checkpoint(db, user, it.id, st, position, now, dirty=push_now)
     db.commit()
     if push_now:
         _push_watch(
@@ -447,13 +388,7 @@ def item_state(
     status = body.status
     if status not in ("new", "watched", "hidden"):
         raise refused(400, "invalid_status")
-    st = (
-        db.execute(
-            select(PlexState).where(PlexState.user_id == user.id, PlexState.item_id == it.id)
-        )
-        .scalars()
-        .first()
-    )
+    st = queries.state(db, user, it.id)
     prev_status = st.status if st is not None else "new"
     if status == "new":
         # Does Plex hold anything for this item that the un-mark has to clear? Two things qualify: a
@@ -467,19 +402,12 @@ def item_state(
             st.status == "watched" or (st.position_seconds or 0) > 0
         )
         if st is not None:
-            db.delete(st)
+            service.forget_state(db, st)
             db.commit()
         if mirrored_on_plex:
             _push_watch(background, db, user.id, it.id, rating_key, "unwatched")
         return {"ok": True, "status": "new"}
-    if st is None:
-        st = PlexState(user_id=user.id, item_id=it.id)
-        db.add(st)
-    st.status = status
-    if status == "watched":
-        st.watched_at = datetime.now(timezone.utc)
-        st.position_seconds = 0
-    st.synced_to_plex = False
+    service.set_status(db, user, it.id, st, status)
     db.commit()
     if status == "watched" and prev_status != "watched":
         _push_watch(background, db, user.id, it.id, rating_key, "watched")
@@ -490,44 +418,15 @@ def _bulk_state(
     background: BackgroundTasks,
     db: Session,
     user_id: int,
-    eps: list[PlexItem],
+    eps: "list[PlexItem]",
     watched: bool,
 ) -> int:
     """Mark every episode in `eps` watched (or unwatched) for a user, mirroring each change to a
-    linked Plex account in the background (best-effort). Returns how many rows actually changed."""
-    now = datetime.now(timezone.utc)
-    existing = {
-        s.item_id: s
-        for s in db.execute(
-            select(PlexState).where(
-                PlexState.user_id == user_id,
-                PlexState.item_id.in_([e.id for e in eps] or [0]),
-            )
-        ).scalars()
-    }
+    linked Plex account in the background (best-effort). Returns how many rows actually changed.
+    The handler commits before the response — which is when the background push runs, so the push
+    always reads the committed marks."""
     pushable = plex_watch.link_for_push(db, user_id) is not None
-    to_push: list[tuple[int, str, str]] = []
-    for e in eps:
-        st = existing.get(e.id)
-        prev = st.status if st is not None else "new"
-        if watched:
-            if st is None:
-                st = PlexState(user_id=user_id, item_id=e.id)
-                db.add(st)
-            st.status = "watched"
-            st.watched_at = now
-            st.position_seconds = 0
-            st.synced_to_plex = False
-            if prev != "watched":
-                to_push.append((e.id, e.rating_key, "watched"))
-        else:  # → new: drop any state (but keep the user's private "hidden" marks)
-            if st is not None and prev != "hidden":
-                db.delete(st)
-                if prev != "new":
-                    to_push.append((e.id, e.rating_key, "unwatched"))
-    # Flush, not commit: the handler commits, and it does so before the response — which is when
-    # the background push below runs, so the push always reads the committed marks.
-    db.flush()
+    to_push = service.bulk_state(db, user_id, eps, watched)
     if pushable and to_push:
         # One coalesced background task for the whole batch (reuses a single session + Plex client),
         # not one task per episode — a 200-ep show mark is 1 task, not 200.
@@ -548,15 +447,11 @@ def show_state(
     db: Session = Depends(get_db),
 ) -> dict:
     """Mark a whole show watched/unwatched (all its episodes) for the current user + push to Plex."""
-    sh = by_rating_key(db, PlexShow, rating_key)
+    sh = queries.show(db, rating_key)
     if sh is None:
         raise not_found("show")
     watched = body.watched
-    eps = (
-        db.execute(select(PlexItem).where(PlexItem.show_id == sh.id, PlexItem.kind == "episode"))
-        .scalars()
-        .all()
-    )
+    eps = queries.episodes(db, sh)
     changed = _bulk_state(background, db, user.id, eps, watched)
     db.commit()
     return {"ok": True, "changed": changed, "watched": watched}
@@ -571,15 +466,11 @@ def season_state(
     db: Session = Depends(get_db),
 ) -> dict:
     """Mark a whole season watched/unwatched (all its episodes) for the current user + push to Plex."""
-    se = by_rating_key(db, PlexSeason, rating_key)
+    se = queries.season(db, rating_key)
     if se is None:
         raise not_found("season")
     watched = body.watched
-    eps = (
-        db.execute(select(PlexItem).where(PlexItem.season_id == se.id, PlexItem.kind == "episode"))
-        .scalars()
-        .all()
-    )
+    eps = queries.season_episodes(db, se)
     changed = _bulk_state(background, db, user.id, eps, watched)
     db.commit()
     return {"ok": True, "changed": changed, "watched": watched}

backend/app/routes/plex/playlists.py

@@ -1,33 +1,26 @@
 """Plex playlists: the current user's personal, orderable playlists of playable items."""
 
-from datetime import datetime, timezone
+from typing import TYPE_CHECKING, Annotated
 
 from fastapi import APIRouter, Depends
-from typing import Annotated
-
 from pydantic import BaseModel, Field, model_validator
-from sqlalchemy import delete, func, select
 from sqlalchemy.orm import Session
 
 from app.auth import current_user
 from app.db import get_db
-from app.models import (
-    PlexItem,
-    PlexPlaylist,
-    PlexPlaylistItem,
-    PlexShow,
-    PlexState,
-    User,
-)
+from app.models import User
+from app.plex import queries, rollup, service
 from app.plex.cards import display_title, leaf_card, norm_lang
-from app.plex.lookups import by_rating_key
-from app.routes._common import owned_or_404, not_found
 from app.refusal import refused
+from app.routes._common import not_found
+
+if TYPE_CHECKING:
+    from app.plex.models import PlexPlaylist
 
 router = APIRouter(prefix="/api/plex", tags=["plex"])
 
 
-def _playlist_card(pl: PlexPlaylist, count: int, thumb_rk: str | None) -> dict:
+def _playlist_card(pl: "PlexPlaylist", count: int, thumb_rk: str | None) -> dict:
     return {
         "id": pl.id,
         "title": pl.title,
@@ -36,13 +29,15 @@ def _playlist_card(pl: PlexPlaylist, count: int, thumb_rk: str | None) -> dict:
     }
 
 
-def _playlist_item_query(pid: int):
-    return (
-        select(PlexPlaylistItem, PlexItem)
-        .join(PlexItem, PlexItem.id == PlexPlaylistItem.item_id)
-        .where(PlexPlaylistItem.playlist_id == pid)
-        .order_by(PlexPlaylistItem.position, PlexPlaylistItem.id)
-    )
+def _card_of(db: Session, pl: "PlexPlaylist") -> dict:
+    return _playlist_card(pl, queries.playlist_count(db, pl.id), queries.playlist_cover(db, pl.id))
+
+
+def _own_playlist(db: Session, user: User, pid: int, *, lock: bool = False) -> "PlexPlaylist":
+    pl = queries.own_playlist(db, user, pid, lock=lock)
+    if pl is None:
+        raise not_found("playlist")
+    return pl
 
 
 @router.get("/playlists")
@@ -56,49 +51,17 @@ def playlists(
     `contains`=an item rating_key adds `has_item` per playlist (for the single 'add to playlist' dialog).
     `contains_group`=a comma-separated list of rating_keys adds `group_in` per playlist (how many of the
     group it already holds) + a top-level `group_size`, for the 'add a whole season/show' dialog."""
-    contains_id = None
-    if contains:
-        contains_id = db.scalar(select(PlexItem.id).where(PlexItem.rating_key == str(contains)))
+    contains_id = queries.item_id(db, contains) if contains else None
     group_ids: set[int] | None = None
     if contains_group is not None:
-        rks = [s for s in (contains_group or "").split(",") if s]
-        group_ids = set(
-            db.execute(select(PlexItem.id).where(PlexItem.rating_key.in_(rks or [""]))).scalars()
-        )
+        group_ids = queries.item_ids(db, [s for s in (contains_group or "").split(",") if s])
     out = []
-    for pl in db.execute(
-        select(PlexPlaylist)
-        .where(PlexPlaylist.user_id == user.id)
-        .order_by(PlexPlaylist.updated_at.desc())
-    ).scalars():
-        count = (
-            db.scalar(
-                select(func.count(PlexPlaylistItem.id)).where(PlexPlaylistItem.playlist_id == pl.id)
-            )
-            or 0
-        )
-        first = db.execute(_playlist_item_query(pl.id)).first()
-        card = _playlist_card(pl, count, first[1].rating_key if first else None)
+    for pl in queries.playlists_of(db, user):
+        card = _card_of(db, pl)
         if contains_id is not None:
-            card["has_item"] = (
-                db.execute(
-                    select(PlexPlaylistItem.id).where(
-                        PlexPlaylistItem.playlist_id == pl.id,
-                        PlexPlaylistItem.item_id == contains_id,
-                    )
-                ).first()
-                is not None
-            )
+            card["has_item"] = queries.playlist_holds(db, pl.id, {contains_id}) > 0
         if group_ids is not None:
-            card["group_in"] = (
-                db.scalar(
-                    select(func.count(PlexPlaylistItem.id)).where(
-                        PlexPlaylistItem.playlist_id == pl.id,
-                        PlexPlaylistItem.item_id.in_(group_ids or [0]),
-                    )
-                )
-                or 0
-            )
+            card["group_in"] = queries.playlist_holds(db, pl.id, group_ids)
         out.append(card)
     resp: dict = {"playlists": out}
     if group_ids is not None:
@@ -120,19 +83,10 @@ def create_playlist(
     title = body.title.strip()
     if not title:
         raise refused(400, "title_required")
-    pl = PlexPlaylist(user_id=user.id, title=title)
-    db.add(pl)
-    db.flush()
-    seed = body.item_rating_key
-    count = 0
-    thumb_rk = None
-    if seed:
-        it = by_rating_key(db, PlexItem, seed)
-        if it is not None:
-            db.add(PlexPlaylistItem(playlist_id=pl.id, item_id=it.id, position=0))
-            count, thumb_rk = 1, it.rating_key
+    seed = queries.item(db, body.item_rating_key) if body.item_rating_key else None
+    pl = service.create_playlist(db, user, title, seed)
     db.commit()
-    return _playlist_card(pl, count, thumb_rk)
+    return _playlist_card(pl, 1 if seed else 0, seed.rating_key if seed else None)
 
 
 @router.get("/playlists/{pid}")
@@ -143,26 +97,10 @@ def playlist_detail(
     db: Session = Depends(get_db),
 ) -> dict:
     lang = norm_lang(lang)
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist")
-    rows = db.execute(_playlist_item_query(pid)).all()
-    items = [it for (_pi, it) in rows]
-    states = {
-        s.item_id: s
-        for s in db.execute(
-            select(PlexState).where(
-                PlexState.user_id == user.id,
-                PlexState.item_id.in_([it.id for it in items] or [0]),
-            )
-        ).scalars()
-    }
-    shows = {
-        sh.id: sh
-        for sh in db.execute(
-            select(PlexShow).where(
-                PlexShow.id.in_([it.show_id for it in items if it.show_id] or [0])
-            )
-        ).scalars()
-    }
+    pl = _own_playlist(db, user, pid)
+    items = queries.playlist_items(db, pl.id)
+    states = rollup.item_state_map(db, user, [it.id for it in items])
+    shows = queries.shows_by_ids(db, {it.show_id for it in items if it.show_id})
     cards = [
         leaf_card(
             it,
@@ -187,28 +125,21 @@ def rename_playlist(
     user: User = Depends(current_user),
     db: Session = Depends(get_db),
 ) -> dict:
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist")
+    pl = _own_playlist(db, user, pid)
     title = body.title.strip()
     if not title:
         raise refused(400, "title_required")
-    pl.title = title
+    service.rename_playlist(pl, title)
     db.commit()
-    count = (
-        db.scalar(
-            select(func.count(PlexPlaylistItem.id)).where(PlexPlaylistItem.playlist_id == pl.id)
-        )
-        or 0
-    )
-    first = db.execute(_playlist_item_query(pl.id)).first()
-    return _playlist_card(pl, count, first[1].rating_key if first else None)
+    return _playlist_card(pl, queries.playlist_count(db, pl.id), queries.playlist_cover(db, pl.id))
 
 
 @router.delete("/playlists/{pid}")
 def delete_playlist(
     pid: int, user: User = Depends(current_user), db: Session = Depends(get_db)
 ) -> dict:
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist")
-    db.delete(pl)
+    pl = _own_playlist(db, user, pid)
+    service.delete_playlist(db, pl)
     db.commit()
     return {"deleted": pid}
 
@@ -225,27 +156,11 @@ def playlist_add_item(
     db: Session = Depends(get_db),
 ) -> dict:
     # Locked (like every add / reorder here): two adds otherwise read the same max position.
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist", lock=True)
-    it = by_rating_key(db, PlexItem, body.item_rating_key)
+    pl = _own_playlist(db, user, pid, lock=True)
+    it = queries.item(db, body.item_rating_key)
     if it is None:
         raise not_found("item")
-    exists = (
-        db.execute(
-            select(PlexPlaylistItem).where(
-                PlexPlaylistItem.playlist_id == pid, PlexPlaylistItem.item_id == it.id
-            )
-        )
-        .scalars()
-        .first()
-    )
-    if exists is None:
-        maxpos = db.scalar(
-            select(func.coalesce(func.max(PlexPlaylistItem.position), -1)).where(
-                PlexPlaylistItem.playlist_id == pid
-            )
-        )
-        db.add(PlexPlaylistItem(playlist_id=pid, item_id=it.id, position=int(maxpos) + 1))
-        pl.updated_at = datetime.now(timezone.utc)
+    service.add_item(db, pl, it)
     db.commit()
     return {"ok": True}
 
@@ -259,15 +174,10 @@ def playlist_remove_item(
 ) -> dict:
     # Locked like the adds and the reorder: the list row first, then its items — a remove that
     # locked an item row before a reorder locked the list deadlocked against it.
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist", lock=True)
-    it = by_rating_key(db, PlexItem, item_rating_key)
+    pl = _own_playlist(db, user, pid, lock=True)
+    it = queries.item(db, item_rating_key)
     if it is not None:
-        db.execute(
-            delete(PlexPlaylistItem).where(
-                PlexPlaylistItem.playlist_id == pid, PlexPlaylistItem.item_id == it.id
-            )
-        )
-        pl.updated_at = datetime.now(timezone.utc)
+        service.remove_item(db, pl, it)
     db.commit()
     return {"ok": True}
 
@@ -276,25 +186,6 @@ class PlexItemKeysIn(BaseModel):
     item_rating_keys: list[str] = []
 
 
-def _items_by_rks(db: Session, rks: list) -> list[PlexItem]:
-    """Resolve rating_keys to PlexItems, preserving the input order (drops unknown keys)."""
-    order = [str(k) for k in rks if str(k)]
-    if not order:
-        return []
-    by_rk = {
-        it.rating_key: it
-        for it in db.execute(select(PlexItem).where(PlexItem.rating_key.in_(order))).scalars()
-    }
-    seen: set[str] = set()
-    out: list[PlexItem] = []
-    for rk in order:
-        it = by_rk.get(rk)
-        if it is not None and rk not in seen:
-            seen.add(rk)
-            out.append(it)
-    return out
-
-
 class PlexItemAddBulkIn(PlexItemKeysIn):
     # Where each key goes back (the list page's "Undo" of a removal): an index over the
     # ORDERED rows, one per key. The two-call shape (append, then send the whole order) leaves the rows
@@ -309,32 +200,6 @@ class PlexItemAddBulkIn(PlexItemKeysIn):
         return self
 
 
-def _insert_at(db: Session, pid: int, placed: list[tuple[int, PlexItem]]) -> int:
-    """Insert new rows at their indices (ascending, so each index is where the row stood when the
-    rows before it were back), renumber the whole list 0..n-1, and say how many were added. An item
-    already in the list does not move: the add stays idempotent."""
-    rows = list(
-        db.execute(
-            select(PlexPlaylistItem)
-            .where(PlexPlaylistItem.playlist_id == pid)
-            .order_by(PlexPlaylistItem.position, PlexPlaylistItem.id)
-        ).scalars()
-    )
-    present = {r.item_id for r in rows}
-    added = 0
-    for at, it in sorted(placed, key=lambda p: p[0]):
-        if it.id in present:
-            continue
-        row = PlexPlaylistItem(playlist_id=pid, item_id=it.id, position=0)
-        db.add(row)
-        rows.insert(min(at, len(rows)), row)
-        present.add(it.id)
-        added += 1
-    for i, r in enumerate(rows):
-        r.position = i
-    return added
-
-
 @router.post("/playlists/{pid}/items/bulk")
 def playlist_add_bulk(
     pid: int,
@@ -345,56 +210,20 @@ def playlist_add_bulk(
     """Append many items at once (a whole season/show). Already-present items are skipped; the input
     order is preserved for the newly-added ones. With `positions`, each key is put back at its index
     instead of appended. Returns how many were added + the new total."""
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist", lock=True)
+    pl = _own_playlist(db, user, pid, lock=True)
+    items = queries.items_by_keys(db, body.item_rating_keys)
     if body.positions is not None:
-        by_rk = {it.rating_key: it for it in _items_by_rks(db, body.item_rating_keys)}
+        by_rk = {it.rating_key: it for it in items}
         placed = [
             (at, by_rk[str(rk)])
             for rk, at in zip(body.item_rating_keys, body.positions, strict=True)
             if str(rk) in by_rk
         ]
-        added = _insert_at(db, pid, placed)
-        if added:
-            pl.updated_at = datetime.now(timezone.utc)
-        db.commit()
-        total = (
-            db.scalar(
-                select(func.count(PlexPlaylistItem.id)).where(PlexPlaylistItem.playlist_id == pid)
-            )
-            or 0
-        )
-        return {"ok": True, "added": added, "item_count": total}
-    items = _items_by_rks(db, body.item_rating_keys)
-    existing = set(
-        db.execute(
-            select(PlexPlaylistItem.item_id).where(PlexPlaylistItem.playlist_id == pid)
-        ).scalars()
-    )
-    pos = int(
-        db.scalar(
-            select(func.coalesce(func.max(PlexPlaylistItem.position), -1)).where(
-                PlexPlaylistItem.playlist_id == pid
-            )
-        )
-    )
-    added = 0
-    for it in items:
-        if it.id in existing:
-            continue
-        pos += 1
-        db.add(PlexPlaylistItem(playlist_id=pid, item_id=it.id, position=pos))
-        existing.add(it.id)
-        added += 1
-    if added:
-        pl.updated_at = datetime.now(timezone.utc)
+        added = service.insert_items_at(db, pl, placed)
+    else:
+        added = service.add_items(db, pl, items)
     db.commit()
-    total = (
-        db.scalar(
-            select(func.count(PlexPlaylistItem.id)).where(PlexPlaylistItem.playlist_id == pid)
-        )
-        or 0
-    )
-    return {"ok": True, "added": added, "item_count": total}
+    return {"ok": True, "added": added, "item_count": queries.playlist_count(db, pid)}
 
 
 @router.post("/playlists/{pid}/items/remove-bulk")
@@ -406,26 +235,11 @@ def playlist_remove_bulk(
 ) -> dict:
     """Remove many items at once (a whole season/show, or a multi-select). Returns how many were
     removed + the new total."""
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist", lock=True)
-    ids = [it.id for it in _items_by_rks(db, body.item_rating_keys)]
-    removed = 0
-    if ids:
-        removed = db.execute(
-            delete(PlexPlaylistItem).where(
-                PlexPlaylistItem.playlist_id == pid, PlexPlaylistItem.item_id.in_(ids)
-            ),
-            execution_options={"synchronize_session": False},
-        ).rowcount
-        if removed:
-            pl.updated_at = datetime.now(timezone.utc)
+    pl = _own_playlist(db, user, pid, lock=True)
+    ids = [it.id for it in queries.items_by_keys(db, body.item_rating_keys)]
+    removed = service.remove_items(db, pl, ids)
     db.commit()
-    total = (
-        db.scalar(
-            select(func.count(PlexPlaylistItem.id)).where(PlexPlaylistItem.playlist_id == pid)
-        )
-        or 0
-    )
-    return {"ok": True, "removed": removed, "item_count": total}
+    return {"ok": True, "removed": removed, "item_count": queries.playlist_count(db, pid)}
 
 
 @router.put("/playlists/{pid}/order")
@@ -436,35 +250,7 @@ def reorder_playlist(
     db: Session = Depends(get_db),
 ) -> dict:
     """Set the playlist order from an explicit list of item rating_keys (0-based positions)."""
-    pl = owned_or_404(db, PlexPlaylist, pid, user, what="playlist", lock=True)
-    order = body.item_rating_keys
-    id_by_rk = {
-        it.rating_key: it.id
-        for it in db.execute(
-            select(PlexItem).where(PlexItem.rating_key.in_(order or [""]))
-        ).scalars()
-    }
-    rows = {
-        r.item_id: r
-        for r in db.execute(
-            select(PlexPlaylistItem).where(PlexPlaylistItem.playlist_id == pid)
-        ).scalars()
-    }
-    pos = 0
-    seen: set[int] = set()
-    for rk in order:
-        row = rows.get(id_by_rk.get(rk, -1))
-        if row is not None and row.item_id not in seen:
-            row.position = pos
-            pos += 1
-            seen.add(row.item_id)
-    # Rows the payload omitted (added in another tab meanwhile) keep their relative order after
-    # the given ones, so no two rows share a position (the YouTube reorder does the same).
-    for row in sorted(
-        (r for iid, r in rows.items() if iid not in seen), key=lambda r: (r.position, r.id)
-    ):
-        row.position = pos
-        pos += 1
-    pl.updated_at = datetime.now(timezone.utc)
+    pl = _own_playlist(db, user, pid, lock=True)
+    service.reorder_playlist(db, pl, body.item_rating_keys)
     db.commit()
     return {"ok": True}

backend/app/routes/quota.py

@@ -10,6 +10,7 @@ from fastapi import APIRouter, Depends, Query
 from sqlalchemy import func, select
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import quota
 from app.auth import admin_user, current_user
 from app.db import get_db
@@ -27,7 +28,7 @@ def _sum(db: Session, *conds) -> int:
 @router.get("/my-usage")
 def my_usage(user: User = Depends(current_user), db: Session = Depends(get_db)) -> dict:
     now = datetime.now(timezone.utc)
-    mine = QuotaEvent.user_id == user.id
+    mine = owned_by(QuotaEvent.user_id, user)
     by_action = {
         action: int(units)
         for action, units in db.execute(

backend/app/routes/runs.py

@@ -3,7 +3,7 @@
 Admin-only and read-only — rows leave the table through the retention job
 (`job_run_retention_days`). Filtered on the server and paged by `_keyset`, like the server log and
 the audit log beside it on the activity page. A row names what a reader needs without a second
-request: the channel a user's ad-hoc run worked on, and how many log lines the run left (only
+request: what a user's ad-hoc run worked on (the channel, the importing user), and how many log lines the run left (only
 WARNING and up are stored, so most runs have none — the count says so before the click).
 """
 
@@ -116,8 +116,12 @@ def list_runs(
         limit,
         lambda r: r.started_at,
     )
-    channels = {r.target for r in runs if r.job in scheduler.AD_HOC_JOBS and r.target}
+    channels = {r.target for r in runs if r.job == scheduler.CHANNEL_BACKFILL and r.target}
     titles = catalog_queries.channel_titles(db, channels)
+    for target in {r.target for r in runs if r.job == scheduler.TAKEOUT_IMPORT and r.target}:
+        title = scheduler.ad_hoc_target_title(db, scheduler.TAKEOUT_IMPORT, target)
+        if title is not None:
+            titles[target] = title
     lines: dict[int, int] = {}
     if runs:
         counted = db.execute(

backend/app/routes/search.py

@@ -13,10 +13,18 @@ this search-discovered "noise" by default. Shorts and currently-live/upcoming vi
 ingested this way (Shorts are confirmed by the youtube.com/shorts probe; live/upcoming are
 dropped from the search response up front).
 
+A video's related videos (`/related/{video_id}`, the list YouTube shows beside it) come in the same
+way: read from the website (`related_scrape`), ingested as search finds are, under their own daily
+cap — with what this user has already seen left out.
+
 This is the HTTP side — the paging, the caps and the refusals; what a page of results leaves in the
 catalog is `catalog/search`."""
 
-from fastapi import APIRouter, Depends
+import threading
+from collections.abc import Callable
+from typing import Literal
+
+from fastapi import APIRouter, Depends, Path
 from pydantic import BaseModel
 from sqlalchemy.orm import Session
 
@@ -26,8 +34,10 @@ from app.catalog import queries
 from app.catalog import search as catalog_search
 from app.db import get_db
 from app.models import User
+from app.ratelimit import RateLimiter
 from app.reader import queries as reader_queries
-from app.youtube import search_scrape
+from app.youtube import related_scrape, search_scrape
+from app.youtube.innertube import ScrapeError
 from app.youtube.client import YouTubeClient, YouTubeError
 from app.refusal import refused
 from app.routes._common import youtube_refusal
@@ -37,6 +47,115 @@ router = APIRouter(prefix="/api/search", tags=["search"])
 
 # search.list costs this many quota units per page.
 SEARCH_COST = 100
+# The scrape source reads at most this many pages for one search.
+SEARCH_MAX_PAGES = 12
+
+# A related list is filled to this many unseen videos, reading at most this many pages (about 20
+# videos each, measured) — the ones the user has seen are left out, so a page alone can fall short.
+RELATED_TARGET = 20
+RELATED_MAX_PAGES = 4
+# The locale YouTube fills a related list in: on the video's topic, or with what trends in Hungary.
+RELATED_REGIONS = {"topical": ("en", "US"), "hu": ("hu", "HU")}
+
+# A request that fails outright gives its slot back, but its shape is the user's (a cursor is a
+# free string): one built to fail would read YouTube for nothing, without end. So only this many
+# refunds an hour per user and list; past them a failure keeps its slot, as a success does.
+REFUNDS_PER_HOUR = 5
+_refunds = RateLimiter(max_events=REFUNDS_PER_HOUR, window_seconds=3600)
+# The API source's budget check and the search.list call it pays for run one at a time: checked
+# apart, searches sent together at the last 100 units all passed, and all spent. One process
+# serves the API (a single uvicorn worker, as `ratelimit` says), so a process lock holds them all.
+# A search waits this long for it, then is refused as busy: each waiter holds a request worker, and
+# a slow YouTube (30 s a call at worst) would otherwise park them all behind one another.
+_api_search = threading.Lock()
+API_SEARCH_WAIT_SECONDS = 10.0
+
+
+def _gather(
+    db: Session,
+    yt: YouTubeClient,
+    user: User,
+    *,
+    cursor: str | None,
+    max_pages: int,
+    fetch: Callable[[str | None], dict],
+    candidates_of: Callable[[list[dict], list[str]], list[dict]],
+    enough: Callable[[list[str]], bool],
+    scrape_failed: Callable[[Exception], None],
+    ingest_failed: Callable[[int, int], None],
+) -> tuple[list[str], str | None]:
+    """Page through a YouTube list into the catalog: fetch a page, keep its `candidates_of`, ingest
+    them, and go on from its continuation until `enough` or `max_pages`. Returns the kept ids and
+    the cursor to read further from. A page that fails after earlier ones gathered something ends
+    the list with what it has; a first page that fails raises the 422 refusal.
+
+    422, not 502: this is a JSON endpoint, and the FE treats 502/503/504 as a gateway dropout
+    (auto-retry + "connection lost" banner — lib/api/core RETRIABLE_GATEWAY), which hides the real
+    message and repeats the work. A Data API failure is logged where it happened; the scraper's is
+    not, and its text does not ride the answer — so `scrape_failed` says it. An ingest (DB writes +
+    enrich) fails the same way, guarded for any exception so a write or shape failure is a 422 with
+    a message too, not a bare 500; `ingest_failed` logs it inside the `except`, with the trace."""
+    collected: list[str] = []
+    next_cursor = cursor
+    for _ in range(max_pages):
+        try:
+            page = fetch(next_cursor)
+        except (YouTubeError, ScrapeError) as exc:
+            if collected:
+                break  # keep what earlier pages already gathered
+            if isinstance(exc, ScrapeError):
+                scrape_failed(exc)
+            raise youtube_refusal(exc) from exc
+        candidates = candidates_of(page["items"], collected)
+        try:
+            collected.extend(catalog_search.ingest_candidates(db, yt, user, candidates))
+        except Exception as exc:  # any ingest failure, not just YouTubeError
+            db.rollback()
+            ingest_failed(len(candidates), len(collected))
+            if collected:
+                break
+            raise youtube_refusal(exc) from exc
+        next_cursor = page["next_page_token"]
+        if enough(collected) or not next_cursor:
+            break
+    return collected, next_cursor
+
+
+def _give_back(claimed: int, feature: str, user_id: int) -> None:
+    """Refund the slot of a request that failed outright, while this user has refunds left."""
+    if _refunds.allow(f"{feature}:{user_id}"):
+        quota.refund_action(claimed)
+        return
+    log.info(
+        "a failed request kept its slot: this hour's refunds are spent",
+        extra=logs.event(f"{feature}.refund_refused", per_hour=REFUNDS_PER_HOUR),
+    )
+
+
+def _budget_spent() -> None:
+    """Say that a live search was refused because the shared YouTube budget cannot pay for it."""
+    log.info(
+        "a live search was refused: the shared YouTube budget is spent",
+        extra=logs.event("search.refused", reason="shared_quota", cost=SEARCH_COST),
+    )
+
+
+def _busy() -> None:
+    """Say that a live search was refused because other API searches held the line too long."""
+    log.info(
+        "a live search was refused: other searches held the line",
+        extra=logs.event("search.refused", reason="busy", waited=API_SEARCH_WAIT_SECONDS),
+    )
+
+
+def _cap_spent(feature: str, limit: int) -> None:
+    """Say that a request was refused for the per-user daily cap. The 429 is in the request line
+    either way; which of the caps produced it is not, and they are answered by different things —
+    this one by tomorrow, the shared budget by the admin."""
+    log.info(
+        "a request was refused: the per-user daily cap is spent",
+        extra=logs.event(f"{feature}.refused", reason="daily_cap", limit=limit),
+    )
 
 
 @router.get("/youtube")
@@ -59,109 +178,122 @@ def search_youtube(
     # Source: "scrape" (InnerTube, no API quota) or "api" (search.list, 100 units/page).
     source = sysconfig.get_str(db, "search_source")
 
-    # Per-user daily cap applies to both sources (anti-abuse); with scrape it's the only guard
-    # since the search itself spends no quota.
+    # Every request takes a slot of the per-user daily cap, a cursor's too (anti-abuse); with
+    # scrape it's the only guard since the search itself spends no quota. A limit of 0 turns live
+    # search off on this instance — a refusal tomorrow will not change.
     daily_limit = sysconfig.get_int(db, "search_daily_limit_per_user")
-    used = quota.actions_today(db, user.id, quota.QuotaAction.VIDEOS_SEARCH)
-    if used >= daily_limit:
-        # The 429 is in the request line either way; which of the two caps produced it is not, and
-        # they are answered by different things — this one by tomorrow, the other by the admin.
-        log.info(
-            "a live search was refused: the per-user daily cap is spent",
-            extra=logs.event("search.refused", reason="daily_cap", limit=daily_limit),
-        )
-        raise refused(429, "search_daily_limit", limit=daily_limit)
-    # The 100-unit budget pre-check only applies to the API source.
+    if daily_limit <= 0:
+        raise refused(409, "search_disabled")
+    # The 100-unit budget pre-check only applies to the API source. It is asked again under the
+    # lock, right before the call (`fetch`); this one refuses before a slot is taken.
     if source == "api" and not quota.can_spend(db, SEARCH_COST):
-        log.info(
-            "a live search was refused: the shared YouTube budget is spent",
-            extra=logs.event("search.refused", reason="shared_quota", cost=SEARCH_COST),
-        )
+        _budget_spent()
         raise refused(429, "quota_spent")
+    # The check and the take are one step (`quota.claim_action`), whichever the source: checked
+    # first and logged after, requests sent together at the last free slot all passed — and with
+    # the API source each of them spent 100 units. A search that fails outright gives it back below.
+    claimed = quota.claim_action(user.id, quota.QuotaAction.VIDEOS_SEARCH, daily_limit)
+    if claimed is None:
+        _cap_spent("search", daily_limit)
+        raise refused(429, "search_daily_limit", limit=daily_limit)
 
     # Channels this user has blocked are dropped before ingestion — never shown, never stored.
     blocked = queries.blocked_ids(db, user)
 
-    collected: list[str] = []
-    next_cursor = cursor
-    MAX_PAGES = 12  # scrape safety bound
-    with YouTubeClient(db, user) as yt:
-        for _ in range(MAX_PAGES):
-            try:
-                if source == "api":
-                    with quota.attribute(user.id, quota.QuotaAction.VIDEOS_SEARCH):
-                        page = yt.search_videos(term, page_token=next_cursor)
-                else:
-                    page = search_scrape.search(term, continuation=next_cursor)
-            except (YouTubeError, search_scrape.ScrapeError) as exc:
-                if collected:
-                    break  # keep what we already gathered
-                # 422, not 502: this is a JSON endpoint, and the FE treats 502/503/504 as a gateway
-                # dropout (auto-retry + "connection lost" banner — lib/api/core RETRIABLE_GATEWAY),
-                # which hides the real message and burns a second quota-costed search. Upstream failure
-                # on a JSON endpoint = 422 + message; reserve 5xx for the raw byte-proxies. (B-core-1)
-                # A Data API failure is logged where it happened; the scraper's is not, and its text
-                # no longer rides the answer — so it is said here.
-                if isinstance(exc, search_scrape.ScrapeError):
-                    log.warning(
-                        "the YouTube search scrape failed",
-                        extra=logs.event("search.scrape_failed", error=str(exc)),
-                    )
-                raise youtube_refusal(exc) from exc
+    # Whether search.list was paid for: YouTube charges a call it refuses too, so once the client
+    # recorded its units — or the request went out and no answer came back — the search has spent
+    # the shared budget. One that never reached YouTube (no connection, no token) has not.
+    charged = False
 
-            # Drop currently-live/upcoming, channel-less, and blocked-channel results.
-            candidates = [
-                it
-                for it in page["items"]
-                if it["live_broadcast"] == "none"
-                and it["channel_id"]
-                and it["channel_id"] not in blocked
-            ]
-            # Ingest (DB writes + enrich) runs outside the page-fetch try above; guard it too so a
-            # write/shape failure degrades to a 422 with a message on this JSON endpoint instead of a
-            # bare 500 hidden behind the FE's generic "search failed" (same rationale as B-core-1).
-            try:
-                collected.extend(catalog_search.ingest_candidates(db, yt, user, candidates))
-            except Exception as exc:  # any ingest failure, not just YouTubeError
-                db.rollback()
-                # The term is NOT in this line. A search string is exactly what the privacy
-                # policy keeps out of the log unless the user turned Teljes/TRACE on for
-                # themselves, and `redact_text` does not cover it — it scrubs addresses and
-                # credential params, not what someone typed into the search box. What the
-                # ERROR line carries instead is the shape of the failure, which is what tells
-                # an ingest bug from an upstream one; the term follows at TRACE, and only
-                # under this user's own consent — not whenever the process runs at TRACE.
-                log.exception(
-                    "live search ingest failed",
-                    extra=logs.event(
-                        "search.live.ingest_failed",
-                        source=source,
-                        candidates=len(candidates),
-                        collected=len(collected),
-                    ),
-                )
-                if logs.consented_trace():
-                    log.log(
-                        logs.TRACE,
-                        "the term the ingest failed on",
-                        # log-pii-ok: only under this user's own Teljes consent
-                        extra=logs.event("search.live.term", term=term),
-                    )
-                if collected:
-                    break  # keep what earlier pages already gathered
-                raise youtube_refusal(exc) from exc
-            next_cursor = page["next_page_token"]
-            # The API source pages cost 100 units each — never auto-page; one page per request.
-            if source == "api" or len(collected) >= limit or not next_cursor:
-                break
+    def fetch(token: str | None) -> dict:
+        if source != "api":
+            return search_scrape.search(term, continuation=token)
+        if not _api_search.acquire(timeout=API_SEARCH_WAIT_SECONDS):
+            _busy()
+            raise refused(429, "search_busy")
+        try:
+            return paid_search(token)
+        finally:
+            _api_search.release()
 
-    # Count this as ONE per-user search against the daily cap. The scrape source spends no
-    # quota, so it never logs an event on its own; the API source already logged exactly one
-    # (via record_usage — it never auto-pages). Logging once here, after a search that produced
-    # at least one page (a total failure raises 502 above and never reaches this), keeps the cap
-    # counting user searches instead of internal continuation pages.
-    if source != "api":
-        quota.log_action(user.id, quota.QuotaAction.VIDEOS_SEARCH)
+    def paid_search(token: str | None) -> dict:
+        nonlocal charged
+        with quota.attribute(user.id, quota.QuotaAction.VIDEOS_SEARCH):
+            if not quota.can_spend(db, SEARCH_COST):
+                _budget_spent()
+                raise refused(429, "quota_spent")
+            spent = yt.spent
+            try:
+                page = yt.search_videos(term, page_token=token)
+            except YouTubeError as exc:
+                charged = yt.spent > spent or exc.sent
+                raise
+            charged = True
+            return page
+
+    def candidates_of(items: list[dict], _collected: list[str]) -> list[dict]:
+        # Drop currently-live/upcoming, channel-less, and blocked-channel results.
+        return [
+            it
+            for it in items
+            if it["live_broadcast"] == "none"
+            and it["channel_id"]
+            and it["channel_id"] not in blocked
+        ]
+
+    def scrape_failed(exc: Exception) -> None:
+        log.warning(
+            "the YouTube search scrape failed",
+            extra=logs.event("search.scrape_failed", error=str(exc)),
+        )
+
+    def ingest_failed(candidates: int, collected: int) -> None:
+        # The term is NOT in this line. A search string is exactly what the privacy policy keeps
+        # out of the log unless the user turned Teljes/TRACE on for themselves, and `redact_text`
+        # does not cover it — it scrubs addresses and credential params, not what someone typed
+        # into the search box. What the ERROR line carries instead is the shape of the failure,
+        # which is what tells an ingest bug from an upstream one; the term follows at TRACE, and
+        # only under this user's own consent — not whenever the process runs at TRACE.
+        log.exception(
+            "live search ingest failed",
+            extra=logs.event(
+                "search.live.ingest_failed",
+                source=source,
+                candidates=candidates,
+                collected=collected,
+            ),
+        )
+        if logs.consented_trace():
+            log.log(
+                logs.TRACE,
+                "the term the ingest failed on",
+                # log-pii-ok: only under this user's own Teljes consent
+                extra=logs.event("search.live.term", term=term),
+            )
+
+    try:
+        with YouTubeClient(db, user) as yt:
+            collected, next_cursor = _gather(
+                db,
+                yt,
+                user,
+                cursor=cursor,
+                # The API source pages cost 100 units each — never auto-page; one page per request.
+                max_pages=1 if source == "api" else SEARCH_MAX_PAGES,
+                fetch=fetch,
+                candidates_of=candidates_of,
+                enough=lambda got: len(got) >= limit,
+                scrape_failed=scrape_failed,
+                ingest_failed=ingest_failed,
+            )
+    except Exception:
+        # A search that showed the user nothing does not count against them, unless search.list
+        # was already paid for: then the slot is what stops a failing search (a bogus cursor gets
+        # a 400 every time) from spending the shared budget without end. A busy refusal paid
+        # nothing and gives it back.
+        if not charged:
+            _give_back(claimed, "search", user.id)
+        raise
 
     ordered = collected[:limit]
 
@@ -201,3 +333,78 @@ def clear_search(
     removed = catalog_search.clear(db, user, ids)
     db.commit()
     return {"ok": True, "removed": removed}
+
+
+@router.get("/related/{video_id}")
+def related_videos(
+    video_id: str = Path(max_length=16),
+    cursor: str | None = None,
+    region: Literal["topical", "hu"] = "topical",
+    user: User = Depends(current_user),
+    db: Session = Depends(get_db),
+) -> dict:
+    """The videos YouTube shows beside this one, materialised into the catalog like search results,
+    without the ones this user has watched or hidden here or in their Takeout history, and without
+    blocked channels. Pages on (`cursor`) until `RELATED_TARGET` are gathered; `next_cursor` reads
+    further. `region` picks the locale YouTube fills the list in (`RELATED_REGIONS`)."""
+    # Every request takes a slot, a cursor's too: each one scrapes pages and enriches what they
+    # hold, and a cursor is a free string — counting only first pages let a replayed cursor read
+    # without end. The check and the take are one step (`quota.claim_action`); a request that fails
+    # outright gives its slot back, a few an hour (`_give_back`). A limit of 0 turns related videos
+    # off on this instance.
+    daily_limit = sysconfig.get_int(db, "related_daily_limit_per_user")
+    if daily_limit <= 0:
+        raise refused(409, "related_disabled")
+    claimed = quota.claim_action(user.id, quota.QuotaAction.VIDEOS_RELATED, daily_limit)
+    if claimed is None:
+        _cap_spent("related", daily_limit)
+        raise refused(429, "related_daily_limit", limit=daily_limit)
+
+    hl, gl = RELATED_REGIONS[region]
+    blocked = queries.blocked_ids(db, user)
+
+    def candidates_of(items: list[dict], collected: list[str]) -> list[dict]:
+        ids = [it["id"] for it in items]
+        drop = reader_queries.seen_by(db, user, ids) | set(collected) | {video_id}
+        return [it for it in items if it["id"] not in drop and it["channel_id"] not in blocked]
+
+    def scrape_failed(exc: Exception) -> None:
+        log.warning(
+            "the related-videos scrape failed",
+            extra=logs.event("related.scrape_failed", error=str(exc)),
+        )
+
+    def ingest_failed(candidates: int, collected: int) -> None:
+        log.exception(
+            "a related list's ingest failed",
+            extra=logs.event("related.ingest_failed", candidates=candidates, collected=collected),
+        )
+
+    try:
+        with YouTubeClient(db, user) as yt:
+            collected, next_cursor = _gather(
+                db,
+                yt,
+                user,
+                cursor=cursor,
+                max_pages=RELATED_MAX_PAGES,
+                fetch=lambda token: related_scrape.related(
+                    video_id, continuation=token, hl=hl, gl=gl
+                ),
+                candidates_of=candidates_of,
+                enough=lambda got: len(got) >= RELATED_TARGET,
+                scrape_failed=scrape_failed,
+                ingest_failed=ingest_failed,
+            )
+    except Exception:
+        _give_back(claimed, "related", user.id)
+        raise
+
+    rows = reader_queries.feed_rows_by_ids(db, user, collected)
+    # A related list mixes channels the user follows with ones they never met: each row says which.
+    followed = queries.followed_among(db, user, {r["channel_id"] for r in rows})
+    return {
+        "items": [{**r, "followed": r["channel_id"] in followed} for r in rows],
+        "next_cursor": next_cursor,
+        "has_more": bool(next_cursor),
+    }

backend/app/routes/tokens.py

@@ -16,6 +16,7 @@ from pydantic import BaseModel, Field
 from sqlalchemy import func, select
 from sqlalchemy.orm import Session
 
+from app.userscope import owned_by
 from app import apitokens, audit
 from app.apitokens import GRANT_COLUMNS, Right
 from app.audit import AuditAction
@@ -86,7 +87,7 @@ def _serialize(db: Session, token: ApiToken) -> dict:
 @router.get("")
 def list_tokens(user: User = Depends(current_user), db: Session = Depends(get_db)) -> list[dict]:
     tokens = (
-        db.execute(select(ApiToken).where(ApiToken.user_id == user.id).order_by(ApiToken.id))
+        db.execute(select(ApiToken).where(owned_by(ApiToken.user_id, user)).order_by(ApiToken.id))
         .scalars()
         .all()
     )
@@ -134,7 +135,7 @@ def create_token(
     if (epoch or 0) != (user.session_epoch or 0):
         raise refused(401, "not_authenticated")
     count = db.execute(
-        select(func.count(ApiToken.id)).where(ApiToken.user_id == user.id)
+        select(func.count(ApiToken.id)).where(owned_by(ApiToken.user_id, user))
     ).scalar_one()
     if count >= MAX_TOKENS:
         raise refused(409, "api_token_limit", limit=MAX_TOKENS)

backend/app/scheduler.py

@@ -22,6 +22,7 @@ from app.plex.tmdb import run_people_enrich
 from app.plex.watch_sync import run_plex_watch_reconcile, run_plex_watch_sync
 from app.notifications import create_notification
 from app.runstatus import RunStatus, RunTrigger
+from app.reader import takeout
 from app.state import is_sync_paused
 from app.sync.autotag import run_autotag_all
 from app.sync.explore import purge_ephemeral
@@ -118,8 +119,9 @@ def _notify_done(
     summary: str | None,
     result: dict | None = None,
 ) -> None:
-    """Post a completion notice to the triggering admin's inbox (manual runs only). Best
-    effort — a notification failure must never mask the job's own outcome."""
+    """Post a completion notice to the inbox of who started the run: an admin's manual run, or a
+    user's ad-hoc run that asks for one. Best effort — a notification failure must never mask the
+    job's own outcome."""
     try:
         create_notification(
             db,
@@ -272,7 +274,6 @@ def scheduler_snapshot(db) -> dict:
     open_runs = _open_run_ids()
     recent = jobruns.recent_runs(db, [*JOB_INTERVALS, *AD_HOC_JOBS], RECENT_RUNS)
     open_runs |= _open_run_ids()
-    going_id = max((r for r, j in open_runs.items() if j == CHANNEL_BACKFILL), default=None)
     jobs = []
     for job_id, default_interval in JOB_INTERVALS.items():
         a = acts.get(job_id, {})
@@ -288,30 +289,11 @@ def scheduler_snapshot(db) -> dict:
         )
     # Work a user starts on one target: no interval, no "run now" (it needs its target), but its
     # runs are shown beside the jobs' — it spends the same quota. Its one in-memory guard is the
-    # target's own (sync/runner), so "running" is the runs this process has open: two channels can
-    # backfill at once, so a run still going counts even when a newer one already ended. That run then
-    # leads the row, so its channel, its "no outcome yet" and its dot are one run's, never the
-    # newer run's outcome under the older one's channel.
-    backfills = recent.get(CHANNEL_BACKFILL, [])
-    going = db.get(JobRun, going_id) if going_id is not None else None
-    if going is not None and going.status != RunStatus.RUNNING:
-        going = None  # its outcome is written; only the bookkeeping has not caught up
-    if going is not None:
-        backfills = [going, *(r for r in backfills if r.id != going.id)][:RECENT_RUNS]
-    shown = backfills[0] if backfills else None
-    ad_hoc = [
-        {
-            "id": CHANNEL_BACKFILL,
-            "running": going is not None,
-            "target": shown.target if shown else None,
-            "target_title": (
-                catalog_queries.channel_title(db, shown.target)
-                if shown is not None and shown.target
-                else None
-            ),
-            **_last_runs(backfills, open_runs),
-        }
-    ]
+    # target's own (sync/runner, the import's per-user lock), so "running" is the runs this process
+    # has open: two targets can run at once, so a run still going counts even when a newer one already
+    # ended. That run then leads the row, so its target, its "no outcome yet" and its dot are one
+    # run's, never the newer run's outcome under the older one's target.
+    ad_hoc = [_ad_hoc_row(db, job, recent.get(job, []), open_runs) for job in AD_HOC_JOBS]
     return {
         "running_here": running_here,
         "enabled": settings.scheduler_enabled,
@@ -333,6 +315,27 @@ def _seen(run, open_runs: dict[int, str]) -> RunStatus:
     return RunStatus(run.status)
 
 
+def _ad_hoc_row(db, job: str, runs: list[JobRun], open_runs: dict[int, str]) -> dict:
+    going_id = max((r for r, j in open_runs.items() if j == job), default=None)
+    going = db.get(JobRun, going_id) if going_id is not None else None
+    if going is not None and going.status != RunStatus.RUNNING:
+        going = None  # its outcome is written; only the bookkeeping has not caught up
+    if going is not None:
+        runs = [going, *(r for r in runs if r.id != going.id)][:RECENT_RUNS]
+    shown = runs[0] if runs else None
+    return {
+        "id": job,
+        "running": going is not None,
+        "target": shown.target if shown else None,
+        "target_title": (
+            ad_hoc_target_title(db, job, shown.target)
+            if shown is not None and shown.target
+            else None
+        ),
+        **_last_runs(runs, open_runs),
+    }
+
+
 def _last_runs(runs: list, open_runs: dict[int, str]) -> dict:
     """A row's run fields from its newest runs (newest first): how the last one went, and the few
     before it for the history dots."""
@@ -402,7 +405,12 @@ def _autotag_job() -> None:
 
 
 def _shorts_job() -> None:
-    _job("shorts", run_shorts)
+    def work(db):
+        # A video waiting in someone's Takeout import becomes markable the moment the probe has
+        # said it is not a Short, so the import's waiting rows are settled right after it.
+        return run_shorts(db) | takeout.apply_waiting(db)
+
+    _job("shorts", work)
 
 
 def _subscriptions_job() -> None:
@@ -608,48 +616,140 @@ def trigger_all(actor_id: int | None = None) -> list[str]:
 # one channel. It runs on the same scheduler as a recorded run (trigger `ad_hoc`), so what it did and
 # spent is in `job_runs` like any job's, not a background task only the log ever heard of.
 CHANNEL_BACKFILL = "channel_backfill"
+# A user's Google Takeout import (`reader.takeout`): its target is the user.
+TAKEOUT_IMPORT = "takeout_import"
 # Every ad-hoc job id: the page names each one (a frontend contract test reads this tuple).
-AD_HOC_JOBS = (CHANNEL_BACKFILL,)
+AD_HOC_JOBS = (CHANNEL_BACKFILL, TAKEOUT_IMPORT)
+# What each one's target is called on the admin's pages: a channel's title, an importing user's name.
+_TARGET_TITLES: dict[str, Callable[..., str | None]] = {
+    CHANNEL_BACKFILL: catalog_queries.channel_title,
+    TAKEOUT_IMPORT: takeout.target_title,
+}
 
 
-def run_ad_hoc(job: str, fn: Callable[[], dict], *, actor_id: int, target: str) -> None:
+def ad_hoc_target_title(db, job: str, target: str) -> str | None:
+    """The name of an ad-hoc run's target (None for a job with none, or a target since gone)."""
+    title = _TARGET_TITLES.get(job)
+    return title(db, target) if title is not None else None
+
+
+# The ad-hoc runs added and not yet recorded, `job@target`: between the two the target's newest
+# run row is still the previous run's, so a page watching it asks `ad_hoc_queued` too.
+_queued: set[str] = set()
+_queued_guard = threading.Lock()
+# What the scheduler is told to run is only the key: the request itself waits here, the newest one
+# per key, until a fire of that key takes it. A request made while its key's run is under way is so
+# kept for the run after it, which that run asks for as it ends (`_running`): the scheduler would
+# drop a second fire of an id whose run has not returned (one instance per job id).
+_pending: dict[str, tuple[Callable[[], dict], int, bool]] = {}
+_running: set[str] = set()
+# Two at once, for the moment between a run letting go of its key and its thread returning: a fire
+# then is what takes the next request, and is not dropped.
+_AD_HOC_INSTANCES = 2
+
+
+def ad_hoc_queued(job: str, target: str) -> bool:
+    """Whether a run of `job` on `target` is queued and its run row not written yet."""
+    with _queued_guard:
+        return f"{job}@{target}" in _queued
+
+
+def run_ad_hoc(
+    job: str, fn: Callable[[], dict], *, actor_id: int, target: str, notify: bool = False
+) -> None:
     """Run `fn` now as `actor_id`'s run of `job` on `target`, a one-shot job on the scheduler. Its
     own exclusion (if any) lives in `fn`, which says so in its result; one id per job and target, so
-    a second request before the first has even started is that same run."""
+    a second request before the first has even started is that same run, and one made while it runs
+    is the run after it. `notify` posts its outcome to the user's inbox, for work whose page does not
+    watch it run."""
     if job not in AD_HOC_JOBS:
         raise KeyError(job)  # an unnamed job would show on the page as its bare id
-    sched = _scheduler
-    if sched is None:
+    if _scheduler is None:
         # Only between shutdown and exit: start_scheduler runs at every API startup.
         raise RuntimeError("the scheduler is not running")
+    key = f"{job}@{target}"
+    with _queued_guard:
+        _pending[key] = (fn, actor_id, notify)
+        _queued.add(key)
+        running = key in _running
+    if running:
+        log.info("ad-hoc %s for %s runs again once the run under way ends", job, target)
+        return
+    _fire(job, target)
+
+
+def _fire(job: str, target: str) -> None:
+    """Add the one-shot that takes `job@target`'s pending request. Raises (the request dropped) only
+    when the scheduler cannot take it."""
+    key = f"{job}@{target}"
+    sched = _scheduler
     try:
+        if sched is None:
+            raise RuntimeError("the scheduler is not running")
         sched.add_job(
-            _ad_hoc,
+            _ad_hoc_fired,
             "date",
-            args=(job, fn, actor_id, target),
-            id=f"{job}@{target}",
+            args=(job, target),
+            id=key,
             misfire_grace_time=None,
+            max_instances=_AD_HOC_INSTANCES,
         )
-    # silent-ok: not a failure — the run for this target is already queued, and it does this work.
+    # silent-ok: not a failure — a fire of this key is already queued, and it takes this request.
     except ConflictingIdError:
         log.info("ad-hoc %s for %s already queued", job, target)
+    except Exception:
+        with _queued_guard:
+            _pending.pop(key, None)
+            _queued.discard(key)
+        raise
 
 
-def _ad_hoc(job: str, fn: Callable[[], dict], actor_id: int, target: str) -> None:
+def _ad_hoc_fired(job: str, target: str) -> None:
+    key = f"{job}@{target}"
+    with _queued_guard:
+        request = _pending.pop(key, None)
+        if request is None:
+            return  # an earlier fire took it
+        _running.add(key)
+    fn, actor_id, notify = request
+    try:
+        _ad_hoc(job, fn, actor_id, target, notify)
+    finally:
+        with _queued_guard:
+            _running.discard(key)
+            again = key in _pending
+        if again:
+            try:
+                _fire(job, target)
+            except Exception:
+                # The request made meanwhile is lost with the scheduler: shut down, nothing runs.
+                log.exception("ad-hoc %s for %s not run again", job, target)
+
+
+def _ad_hoc(
+    job: str, fn: Callable[[], dict], actor_id: int, target: str, notify: bool = False
+) -> None:
+    key = f"{job}@{target}"
     try:
         run_id = jobruns.start(job, RunTrigger.AD_HOC, actor_id, target)
     except Exception:
         # No row to tell it in: the database is what failed. The log is the record.
         log.exception("ad-hoc %s for %s not started: its run could not be recorded", job, target)
         return
+    finally:
+        # Recorded (or never will be): the run row now speaks for it — unless another request came
+        # meanwhile, which is still queued.
+        with _queued_guard:
+            if key not in _pending:
+                _queued.discard(key)
     _opened(run_id, job)
     try:
-        _ad_hoc_work(job, fn, run_id)
+        _ad_hoc_work(job, fn, run_id, actor_id if notify else None)
     finally:
         _closed(run_id)
 
 
-def _ad_hoc_work(job: str, fn: Callable[[], dict], run_id: int) -> None:
+def _ad_hoc_work(job: str, fn: Callable[[], dict], run_id: int, notify_id: int | None) -> None:
     with logs.bind(run_id=run_id):
         # As in _run: only the work is inside the try.
         try:
@@ -658,8 +758,23 @@ def _ad_hoc_work(job: str, fn: Callable[[], dict], run_id: int) -> None:
             log.exception("job %s failed", job, extra=logs.event("scheduler.job.failed", job=job))
             err, failure = _failure(exc)
             _close(run_id, RunStatus.ERROR, error=err, failure=failure)
+            # The user's notice names the failure, never the upstream's own text: that is an English
+            # diagnostic, for the admin's run row and the log, not a user's inbox.
+            _notify_ad_hoc(
+                notify_id, job, RunStatus.ERROR, None, failure or {"failure": "unexpected"}
+            )
             return
-        _finish_ok(job, run_id, result)
+        summary, data = _finish_ok(job, run_id, result)
+        _notify_ad_hoc(notify_id, job, RunStatus.OK, summary, data)
+
+
+def _notify_ad_hoc(
+    user_id: int | None, job: str, status: RunStatus, summary: str | None, result: dict | None
+) -> None:
+    if user_id is None:
+        return
+    with SessionLocal() as db:
+        _notify_done(db, user_id, job, status, summary, result)
 
 
 # Room for every job at once (a "run all") beside a few ad-hoc runs: APScheduler's default pool of
@@ -700,3 +815,7 @@ def shutdown_scheduler() -> None:
     if _scheduler is not None:
         _scheduler.shutdown(wait=False)
         _scheduler = None
+    with _queued_guard:
+        # What it held will not run.
+        _queued.clear()
+        _pending.clear()

backend/app/sync/explore.py

@@ -14,6 +14,7 @@ from sqlalchemy import delete, or_, select
 from sqlalchemy.orm import Session
 
 from app import logs, sysconfig
+from app.catalog import service as catalog_service
 from app.catalog.models import Channel, ExploredChannel, SearchFind, Subscription, Video
 from app.reader import queries as reader_queries
 from app.sync.videos import insert_stubs, stub_from_playlist_item, apply_video_details
@@ -66,11 +67,13 @@ def _enrich_new(db: Session, yt: YouTubeClient, video_ids: list[str]) -> int:
 def explore_ingest_page(
     db: Session, yt: YouTubeClient, channel: Channel, page_token: str | None = None
 ) -> dict:
-    """Ingest one page (up to 50, newest-first) of the channel's uploads, marking the new
-    videos via_explore, then enrich them. Returns the count ingested and the next page token
-    (None when the back-catalogue is exhausted) so the caller can offer "load more". Stateless
-    pagination: the caller round-trips the token, so the channel's own backfill cursor (used by
-    the organic deep backfill) is never touched."""
+    """Ingest one page (up to 50, newest-first) of the channel's uploads, marking the new videos
+    via_explore while the channel is an exploration's (`from_explore`): of a channel someone follows
+    they are its uploads like any other, and a flag there would never be cleared, since subscribing
+    clears only an explored channel's. Then enrich them. Returns the count ingested and the next
+    page token (None when the back-catalogue is exhausted) so the caller can offer "load more".
+    Stateless pagination: the caller round-trips the token, so the channel's own backfill cursor
+    (used by the organic deep backfill) is never touched."""
     if not channel.uploads_playlist_id:
         return {"ingested": 0, "next_page_token": None}
     try:
@@ -86,9 +89,10 @@ def explore_ingest_page(
     for item in data.get("items", []):
         stub = stub_from_playlist_item(item, channel.id)
         if stub is not None:
-            stub["via_explore"] = True
+            stub["via_explore"] = channel.from_explore
             stubs.append(stub)
     inserted = insert_stubs(db, stubs)
+    catalog_service.settle_explored(db, channel)
     self_enriched = _enrich_new(db, yt, [s["id"] for s in stubs])
     log.info(
         "explore ingest channel=%s ingested=%s enriched=%s", channel.id, inserted, self_enriched
@@ -105,7 +109,9 @@ def purge_unkept_explored(db: Session) -> dict:
       - a live ExploredChannel row (someone explored it within the grace window — channel-level), or
       - a video has per-user state: watched/in-progress (VideoState), in a playlist (PlaylistItem),
         or surfaced by the user's own search (SearchFind) — these survive even if the channel goes.
-    A channel row is dropped only once it holds no videos at all. 0 quota."""
+    A channel row is dropped only once it holds no videos at all, and not while someone's Takeout
+    history shows it watched (their "watched but not followed" list names it from that row).
+    0 quota."""
     grace_days = sysconfig.get_int(db, "explore_grace_days")
     cutoff = datetime.now(timezone.utc) - timedelta(days=grace_days)
 
@@ -135,7 +141,9 @@ def purge_unkept_explored(db: Session) -> dict:
 
     has_videos = select(Video.id).where(Video.channel_id == Channel.id).exists()
     channels_deleted = db.execute(
-        delete(Channel).where(Channel.id.in_(orphan_ids), ~has_videos)
+        delete(Channel).where(
+            Channel.id.in_(orphan_ids), ~has_videos, ~reader_queries.in_a_watch_history(Channel.id)
+        )
     ).rowcount
     db.commit()
     return {

backend/app/sync/subscriptions.py

@@ -8,6 +8,7 @@ from sqlalchemy.orm import Session
 
 from app import logs
 from app.models import User
+from app.catalog import service as catalog_service
 from app.catalog.models import Channel, Subscription
 from app.utils import normalize_description
 from app.youtube.client import YouTubeClient, YouTubeError, best_thumbnail
@@ -109,6 +110,21 @@ def apply_channel_details(db: Session, items: list[dict], asked: Iterable[str])
         channel.details_synced_at = now
 
 
+def describe_channels(db: Session, yt: YouTubeClient, channel_ids: list[str]) -> None:
+    """Make sure each given channel is in the catalog with its details: a channel it lacks is added
+    as a stub, then all of them are asked for (`channels.list`, 1 unit a 50). Flushes; the caller
+    commits."""
+    if not channel_ids:
+        return
+    have = set(db.execute(select(Channel.id).where(Channel.id.in_(channel_ids))).scalars())
+    for cid in dict.fromkeys(channel_ids):
+        if cid not in have:
+            db.add(Channel(id=cid))
+    db.flush()
+    apply_channel_details(db, yt.get_channels(channel_ids), channel_ids)
+    db.flush()
+
+
 def should_prune(fetched_count: int, existing_count: int) -> bool:
     """Whether an import may delete the local subscriptions missing from this fetch.
 
@@ -182,6 +198,10 @@ def import_subscriptions(db: Session, user: User) -> dict:
                 db.add(sub_row)
             sub_row.yt_subscription_id = sub.get("yt_subscription_id")
         db.flush()
+        # A follow made on youtube.com keeps an explored channel as a follow made here does.
+        explored = select(Channel).where(Channel.id.in_(fetched), Channel.from_explore.is_(True))
+        for channel in db.execute(explored).scalars():
+            catalog_service.settle_explored(db, channel)
 
         # Prune subscriptions removed on YouTube — but only when this fetch is trustworthy
         # (see `should_prune`).

backend/app/sync/videos.py

@@ -420,11 +420,15 @@ def run_shorts_classification(db: Session, limit: int | None = None) -> dict:
     return {"probed": probed, "shorts": shorts}
 
 
-def ensure_videos(db: Session, yt: YouTubeClient, video_ids: list[str]) -> None:
+def ensure_videos(
+    db: Session, yt: YouTubeClient, video_ids: list[str], *, explore: bool = False
+) -> None:
     """Make sure every given video id exists in the catalog, fetching + ingesting the
     missing ones (and a stub channel for any unknown channel). Deleted/private videos that
     the API won't return are simply left out. The catalog's write for a playlist sync that names
-    videos it has never seen; commits."""
+    videos it has never seen; commits. `explore` adds the new ones as an exploration's
+    (`via_explore`): visible to who explores or follows their channel, and reclaimed by the cleanup
+    once nobody keeps them."""
     if not video_ids:
         return
     have = set(db.execute(select(Video.id).where(Video.id.in_(video_ids))).scalars().all())
@@ -458,7 +462,12 @@ def ensure_videos(db: Session, yt: YouTubeClient, video_ids: list[str]) -> None:
         seen.add(vid)
         # published_at is NOT NULL (0068); apply_video_details re-fills a missing date, but seed a now()
         # fallback here too so the constructor never carries an explicit NULL.
-        v = Video(id=vid, channel_id=cid, published_at=parse_dt(sn.get("publishedAt")) or now)
+        v = Video(
+            id=vid,
+            channel_id=cid,
+            published_at=parse_dt(sn.get("publishedAt")) or now,
+            via_explore=explore,
+        )
         apply_video_details(v, it)
         v.enriched_at = now
         db.add(v)

backend/app/sysconfig.py

@@ -140,6 +140,15 @@ SPECS: tuple[ConfigSpec, ...] = (
         max=100_000,
         applies=LIVE,
     ),
+    ConfigSpec(
+        "related_daily_limit_per_user",
+        "int",
+        "quota",
+        "related_daily_limit_per_user",
+        min=0,
+        max=100_000,
+        applies=LIVE,
+    ),
     # Live-search source: "scrape" (InnerTube, zero API quota) or "api" (search.list, 100u/page).
     ConfigSpec("search_source", "choice", "quota", "search_source", applies=LIVE),
     ConfigSpec(

backend/app/tables.py

@@ -8,4 +8,5 @@ every mapper — imports this module.
 import app.catalog.models  # Catalog's tables
 import app.downloads.models  # Capture's tables
 import app.models  # the core tables
+import app.plex.models  # Plex's tables
 import app.reader.models  # noqa: F401 — Reader's tables

backend/app/userscope.py

@@ -1,10 +1,11 @@
 """Whose a row is, and who an account is to the others — one place for both.
 
 **Ownership.** A user-owned table says whose a row is in one column (`user_id`, or `to_user_id` for
-something handed to them). A unit's reads and writes name that column through `owned_by` and fetch a
+something handed to them). Every read and write names that column through `owned_by` and fetches a
 row by id through `owned_row`, never with an inline `Model.user_id == …`: the rule "a row owned by
-someone else is answered like a missing one" then lives here, and a contract test
-(`test_unit_fences.py`) holds a switched-on unit to it.
+someone else is answered like a missing one" then lives here. A contract test
+(`test_unit_fences.py`) holds every module, core included, to the filter's form; a rule this module
+cannot say (own or shared, built-in or own) is written out where it applies, with its reason.
 
 **Recipients.** "An active, non-suspended account" — the download share-by-email and the recipient
 picker filter on it. Kept here so the two forms (SQL clauses for a query, a Python check for a loaded

backend/app/worker.py

@@ -31,6 +31,7 @@ from functools import partial
 from sqlalchemy import text
 from sqlalchemy.orm import Session
 
+import app.tables  # noqa: F401 — every table, before the first query
 from app import logs
 from app import logsink
 from app import sysconfig

backend/app/youtube/client.py

@@ -30,12 +30,26 @@ class YouTubeError(Exception):
     message is prose, it changes under us, and it is deliberately the poorer of the two here.
 
     `path` is the API endpoint that ANSWERED with the failure (`playlistItems`); empty when no
-    endpoint did — the request never got through (`transport`) or the token step refused first."""
+    endpoint did — the request never got through (`transport`) or the token step refused first.
 
-    def __init__(self, message: str, *, reason: str = "", path: str = ""):
+    `sent` is a `transport` failure that came after the request may have gone out (a read timeout,
+    a dropped answer): nothing answered, but YouTube may have counted the call."""
+
+    def __init__(self, message: str, *, reason: str = "", path: str = "", sent: bool = False):
         super().__init__(message)
         self.reason = reason
         self.path = path
+        self.sent = sent
+
+
+# The transport failures that stop a request before it reaches YouTube: nothing went out.
+_UNSENT = (
+    httpx.ConnectError,
+    httpx.ConnectTimeout,
+    httpx.PoolTimeout,
+    httpx.ProxyError,
+    httpx.UnsupportedProtocol,
+)
 
 
 def _error_reason(resp: httpx.Response) -> str:
@@ -162,6 +176,9 @@ def best_thumbnail(thumbnails: dict | None) -> str | None:
 
 
 class YouTubeClient:
+    # The quota units this client has recorded: what its calls have spent of the shared budget.
+    spent: int = 0
+
     def __init__(self, db, user: User):
         self.db = db
         self.user = user
@@ -189,9 +206,16 @@ class YouTubeClient:
             return self._http.request(method, url, **kwargs)
         except httpx.HTTPError as exc:
             raise YouTubeError(
-                f"YouTube API unreachable ({exc.__class__.__name__}: {exc})", reason="transport"
+                f"YouTube API unreachable ({exc.__class__.__name__}: {exc})",
+                reason="transport",
+                sent=not isinstance(exc, _UNSENT),
             ) from exc
 
+    def _spend(self, units: int) -> None:
+        """Record what a call YouTube answered cost — a refused one too: it is charged all the same."""
+        quota.record_usage(units)
+        self.spent += units
+
     # --- auth ---
     def _access_token(self) -> str:
         tok = self.user.token
@@ -269,7 +293,7 @@ class YouTubeClient:
         else:
             headers["Authorization"] = f"Bearer {self._access_token()}"
         resp = self._send("GET", f"{API_BASE}/{path}", params=p, headers=headers)
-        quota.record_usage(cost)
+        self._spend(cost)
         if resp.status_code != 200:
             raise _upstream_failure("GET", path, resp, expected)
         return resp.json()
@@ -401,7 +425,7 @@ class YouTubeClient:
             params={"id": subscription_id},
             headers={"Authorization": f"Bearer {self._access_token()}"},
         )
-        quota.record_usage(50)
+        self._spend(50)
         if resp.status_code not in (200, 204):
             raise _upstream_failure("DELETE", "subscriptions", resp)
 
@@ -431,7 +455,7 @@ class YouTubeClient:
     def _write(self, method: str, path: str, *, params: dict, json: dict | None = None) -> dict:
         headers = {"Authorization": f"Bearer {self._access_token()}"}
         resp = self._send(method, f"{API_BASE}/{path}", params=params, json=json, headers=headers)
-        quota.record_usage(50)
+        self._spend(50)
         if resp.status_code not in (200, 204):
             raise _upstream_failure(method, path, resp)
         return resp.json() if resp.content else {}

backend/app/youtube/innertube.py

@@ -0,0 +1,160 @@
+"""The website's own InnerTube API (`youtubei/v1/*`), read the way the website reads it — no quota.
+
+The zero-quota search (`search_scrape`) and the related videos (`related_scrape`) both POST here with
+the public WEB key and a client version, read out of a live results page. This deliberately calls an
+undocumented endpoint: if YouTube changes the JSON shape or blocks the host, each caller says so as a
+`ScrapeError`, never as an empty answer.
+
+The SOCS=CAI consent-skip cookie is sent like the Shorts probe's, so a server-side request isn't
+bounced to consent.youtube.com."""
+
+import re
+
+import httpx
+
+from app import logs
+
+log = logs.get_logger(__name__)
+
+_API_URL = "https://www.youtube.com/youtubei/v1/"
+_RESULTS_URL = "https://www.youtube.com/results"
+# Public WEB InnerTube key + a recent client version. These are also embedded in every results
+# page; we fetch the live pair once and cache it, falling back to these constants.
+_FALLBACK_KEY = "AIzaSyAO_FJ2SlqU8Q4STEHLGCilw_Y9_11qcW8"  # gitleaks:allow -- the public WEB key, in every results page
+_FALLBACK_CLIENT_VERSION = "2.20240101.00.00"
+
+_HEADERS = {
+    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64)",
+    # SOCS skips YouTube's cookie-consent interstitial (otherwise every server-side request is
+    # redirected to consent.youtube.com).
+    "Cookie": "SOCS=CAI",
+    "Accept-Language": "en-US,en;q=0.9",
+}
+
+_KEY_RE = re.compile(r'"INNERTUBE_API_KEY":"([^"]+)"')
+_VER_RE = re.compile(r'"INNERTUBE_CLIENT_VERSION":"([^"]+)"')
+
+# Cached (api_key, client_version) extracted from a results page; refreshed on demand.
+_config: tuple[str, str] | None = None
+
+
+class ScrapeError(Exception):
+    """An InnerTube read could not be completed (network, blocked, or unexpected shape)."""
+
+
+def runs_text(node: dict | None) -> str | None:
+    """The text of an InnerTube text node: a `simpleText`, or its `runs` joined."""
+    if not node:
+        return None
+    if node.get("simpleText"):
+        return node["simpleText"]
+    runs = node.get("runs") or []
+    if runs:
+        return "".join(r.get("text", "") for r in runs)
+    return None
+
+
+def scraped_video(
+    vid: str, channel_id: object, channel_title: object, title: object, thumbnails: object
+) -> dict:
+    """One scraped video in the shape `YouTubeClient.search_videos` answers, so a page of either
+    source is ingested the same way. `published_at` is None (the website shows only a relative
+    "3 years ago"; the enrich fills the real date) and `live_broadcast` "none" (live/upcoming are
+    judged after the enrich, by `live_status`). The largest thumbnail is the last."""
+    thumbs = thumbnails if isinstance(thumbnails, list) else []
+    last = thumbs[-1] if thumbs else None
+    return {
+        "id": vid,
+        "channel_id": channel_id if isinstance(channel_id, str) and channel_id else None,
+        "channel_title": channel_title if isinstance(channel_title, str) else None,
+        "title": title if isinstance(title, str) else None,
+        "published_at": None,
+        "thumbnail_url": last.get("url") if isinstance(last, dict) else None,
+        "live_broadcast": "none",
+    }
+
+
+def video_renderer(node: dict) -> dict | None:
+    """A `videoRenderer` (search) or `compactVideoRenderer` (the older related column) flattened —
+    the two draw a video the same way. None without a video id; the channel is None when the byline
+    names none."""
+    vid = node.get("videoId")
+    if not isinstance(vid, str) or not vid:
+        return None
+    owner = node.get("ownerText") or node.get("longBylineText") or {}
+    runs = owner.get("runs") if isinstance(owner, dict) else None
+    first = runs[0] if isinstance(runs, list) and runs and isinstance(runs[0], dict) else {}
+    endpoint = (first.get("navigationEndpoint") or {}).get("browseEndpoint") or {}
+    return scraped_video(
+        vid,
+        endpoint.get("browseId"),
+        first.get("text"),
+        runs_text(node.get("title")),
+        (node.get("thumbnail") or {}).get("thumbnails"),
+    )
+
+
+def continuation_token(node: object) -> str | None:
+    """The "load more" cursor of a `continuationItemRenderer`, or None when `node` is not one."""
+    if not isinstance(node, dict):
+        return None
+    command = (node.get("continuationEndpoint") or {}).get("continuationCommand") or {}
+    token = command.get("token")
+    return token if isinstance(token, str) and token else None
+
+
+def _get_config(client: httpx.Client) -> tuple[str, str]:
+    """The current InnerTube (api_key, client_version), cached after the first fetch that FOUND them.
+
+    The fallback pair is never cached: it used to be, so one failed fetch (or a consent page with no
+    keys on it) at the wrong moment pinned every later search to a hard-coded key and version for
+    the life of the process — and when those went stale, search returned nothing, with no error
+    anywhere. Now the next call simply tries the live pair again."""
+    global _config
+    if _config is not None:
+        return _config
+    try:
+        html = client.get(_RESULTS_URL, params={"search_query": "music"}).text
+    except httpx.HTTPError as exc:
+        log.warning(
+            "the InnerTube config could not be fetched; falling back to the pinned key",
+            extra=logs.event("youtube.scrape.config_fallback", reason=type(exc).__name__),
+        )
+        return (_FALLBACK_KEY, _FALLBACK_CLIENT_VERSION)
+    key = _KEY_RE.search(html)
+    ver = _VER_RE.search(html)
+    if key and ver:
+        _config = (key.group(1), ver.group(1))
+        return _config
+    log.warning(
+        "the results page carried no InnerTube config; falling back to the pinned key",
+        extra=logs.event("youtube.scrape.config_fallback", reason="not_on_page"),
+    )
+    return (
+        key.group(1) if key else _FALLBACK_KEY,
+        ver.group(1) if ver else _FALLBACK_CLIENT_VERSION,
+    )
+
+
+def post(endpoint: str, body: dict, *, hl: str = "en", gl: str = "US") -> dict:
+    """POST `body` to `youtubei/v1/<endpoint>` as the WEB client in the `hl`/`gl` locale and return
+    the decoded JSON object. A network failure, an HTTP error or a body that is not a JSON object (a
+    block, consent or captcha page) raises `ScrapeError`; the caller judges the shape."""
+    with httpx.Client(timeout=20.0, headers=_HEADERS) as client:
+        api_key, client_version = _get_config(client)
+        context = {
+            "client": {"clientName": "WEB", "clientVersion": client_version, "hl": hl, "gl": gl}
+        }
+        try:
+            resp = client.post(
+                _API_URL + endpoint, params={"key": api_key}, json={"context": context, **body}
+            )
+            resp.raise_for_status()
+            data = resp.json()
+        except httpx.HTTPError as exc:
+            raise ScrapeError(f"InnerTube request failed: {exc}") from exc
+        except ValueError as exc:  # non-JSON body (blocked / consent / captcha)
+            raise ScrapeError("InnerTube returned a non-JSON response") from exc
+    if not isinstance(data, dict):
+        raise ScrapeError("InnerTube returned an unexpected shape")
+    return data

backend/app/youtube/related_scrape.py

@@ -0,0 +1,141 @@
+"""A video's related videos, read from the watch page's InnerTube `next` endpoint — no quota.
+
+The Data API has no related-videos call any more, so this is the only source: the same list the
+website shows beside a playing video. A page holds about 20 videos and a continuation token for the
+next 20. The returned page has the search scrape's shape (``{"items": [...], "next_page_token"}``)
+so the catalog ingests it the same way (`catalog.search.ingest_candidates`).
+
+YouTube draws each item as a `lockupViewModel` now; the older `compactVideoRenderer` is read too, so
+a rollback on its side does not empty the list. An item that names no single channel — a video by
+several channels draws an avatar stack, not one avatar — is left out: the catalog row needs its
+channel up front, and the stack does not say which one uploaded it.
+
+`hl`/`gl` pick the locale YouTube fills the list in: ``en``/``US`` keeps it on the video's topic,
+``hu``/``HU`` mixes in what is trending in Hungary (measured)."""
+
+from app.youtube.innertube import (
+    ScrapeError,
+    continuation_token,
+    post,
+    scraped_video,
+    video_renderer,
+)
+
+__all__ = ["ScrapeError", "related"]
+
+# Where a first page and a continuation page put their item list.
+_FIRST = (
+    "contents",
+    "twoColumnWatchNextResults",
+    "secondaryResults",
+    "secondaryResults",
+    "results",
+)
+_APPENDS = ("appendContinuationItemsAction", "reloadContinuationItemsCommand")
+
+
+def _at(node: object, *path: str | int) -> object:
+    """The value under `path` in nested dicts/lists, or None where the path stops."""
+    for key in path:
+        if isinstance(node, dict) and isinstance(key, str):
+            node = node.get(key)
+        elif isinstance(node, list) and isinstance(key, int) and -len(node) <= key < len(node):
+            node = node[key]
+        else:
+            return None
+    return node
+
+
+def _lockup(node: dict) -> dict | None:
+    if node.get("contentType") != "LOCKUP_CONTENT_TYPE_VIDEO" or not node.get("contentId"):
+        return None
+    meta = _at(node, "metadata", "lockupMetadataViewModel")
+    channel_id = _at(
+        meta,
+        "image",
+        "decoratedAvatarViewModel",
+        "rendererContext",
+        "commandContext",
+        "onTap",
+        "innertubeCommand",
+        "browseEndpoint",
+        "browseId",
+    )
+    channel_title = _at(
+        meta, "metadata", "contentMetadataViewModel", "metadataRows", 0, "metadataParts", 0
+    )
+    return scraped_video(
+        node["contentId"],
+        channel_id,
+        _at(channel_title, "text", "content"),
+        _at(meta, "title", "content"),
+        _at(node, "contentImage", "thumbnailViewModel", "image", "sources"),
+    )
+
+
+def _unavailable(data: dict) -> bool:
+    """Whether the watch page says the video is not available: its main column draws a
+    `backgroundPromoRenderer` ("This video isn't available anymore") and there is no related column.
+    YouTube's own word for "nothing related" — the one empty page that is not a shape we lost."""
+    sections = _at(data, "contents", "twoColumnWatchNextResults", "results", "results", "contents")
+    for section in sections if isinstance(sections, list) else []:
+        inner = _at(section, "itemSectionRenderer", "contents")
+        for node in inner if isinstance(inner, list) else []:
+            if isinstance(node, dict) and "backgroundPromoRenderer" in node:
+                return True
+    return False
+
+
+def _items(data: dict) -> list | None:
+    """The page's item list (first page or continuation), or None when it has neither frame."""
+    first = _at(data, *_FIRST)
+    if isinstance(first, list):
+        return first
+    if _unavailable(data):
+        return []
+    for endpoint in data.get("onResponseReceivedEndpoints") or []:
+        for key in _APPENDS:
+            items = _at(endpoint, key, "continuationItems")
+            if isinstance(items, list):
+                return items
+    return None
+
+
+def related(
+    video_id: str, continuation: str | None = None, *, hl: str = "en", gl: str = "US"
+) -> dict:
+    """One page of `video_id`'s related videos (`continuation` = the token a previous page gave).
+
+    A video YouTube says it no longer has is an empty page. An answer of a shape this does not know
+    — no related column, or one whose entries are all renderers it cannot read — is a `ScrapeError`:
+    not an empty page, which would read as "nothing related"."""
+    body = {"continuation": continuation} if continuation else {"videoId": video_id}
+    data = post("next", body, hl=hl, gl=gl)
+    items = _items(data)
+    if items is None:
+        raise ScrapeError("InnerTube returned no related list")
+    out: list[dict] = []
+    seen: set[str] = set()
+    token = None
+    known = 0  # entries drawn by a renderer read here (a video's, or the cursor)
+    for entry in items:
+        if not isinstance(entry, dict):
+            continue
+        if "lockupViewModel" in entry:
+            item = _lockup(entry["lockupViewModel"])
+        elif "compactVideoRenderer" in entry:
+            item = video_renderer(entry["compactVideoRenderer"])
+        else:
+            found = continuation_token(entry.get("continuationItemRenderer"))
+            known += found is not None
+            token = token or found
+            continue
+        known += 1
+        # A video by several channels draws an avatar stack, not one: no channel, left out.
+        if item and item["channel_id"] and item["id"] not in seen:
+            seen.add(item["id"])
+            out.append(item)
+    # A list with entries but none of them one we read: YouTube draws its items some new way.
+    if items and not known:
+        raise ScrapeError("InnerTube's related list holds no renderer this reads")
+    return {"items": out, "next_page_token": token}

backend/app/youtube/search_scrape.py

@@ -6,9 +6,9 @@ calls — and read the result list straight out of the JSON. The returned video
 through the normal enrich path (videos.list, 1 unit / 50), exactly as the official search does,
 so the search itself is effectively free and only the (cheap, shared) enrichment is charged.
 
-The SOCS=CAI consent-skip cookie is used like the Shorts probe so a server-side request isn't
-bounced to consent.youtube.com. This deliberately scrapes an undocumented endpoint: if YouTube
-changes the JSON shape or blocks the host, an admin can flip ``search_source`` back to ``api``.
+The request itself (the live key, the consent cookie) is `innertube`'s. This deliberately scrapes an
+undocumented endpoint: if YouTube changes the JSON shape or blocks the host, an admin can flip
+``search_source`` back to ``api``.
 
 The returned page mirrors :meth:`YouTubeClient.search_videos` exactly
 (``{"items": [...], "next_page_token": str | None}``) so the route is source-agnostic — the
@@ -17,110 +17,16 @@ only difference is the cursor is an InnerTube *continuation token*, not a Data A
 the real date is filled by the videos.list enrich. ``live_broadcast`` is reported as ``"none"``
 and live/upcoming filtering happens post-enrich via ``live_status`` (same as the API path)."""
 
-import re
+from app.youtube.innertube import ScrapeError, continuation_token, post, video_renderer
 
-import httpx
+__all__ = ["ScrapeError", "search"]
 
-from app import logs
-
-log = logs.get_logger(__name__)
-
-_SEARCH_URL = "https://www.youtube.com/youtubei/v1/search"
-_RESULTS_URL = "https://www.youtube.com/results"
-# Public WEB InnerTube key + a recent client version. These are also embedded in every results
-# page; we fetch the live pair once and cache it, falling back to these constants.
-_FALLBACK_KEY = "AIzaSyAO_FJ2SlqU8Q4STEHLGCilw_Y9_11qcW8"
-_FALLBACK_CLIENT_VERSION = "2.20240101.00.00"
 # sp / params value selecting the "type: video" search filter (base64 protobuf EgIQAQ==).
 _TYPE_VIDEO = "EgIQAQ=="
 
-_HEADERS = {
-    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64)",
-    # SOCS skips YouTube's cookie-consent interstitial (otherwise every server-side request is
-    # redirected to consent.youtube.com).
-    "Cookie": "SOCS=CAI",
-    "Accept-Language": "en-US,en;q=0.9",
-}
-
 # The top-level keys a first page (contents) and a continuation page (onResponseReceivedCommands)
 # put their result list under.
 _RESULT_FRAMES = {"contents", "onResponseReceivedCommands"}
-_KEY_RE = re.compile(r'"INNERTUBE_API_KEY":"([^"]+)"')
-_VER_RE = re.compile(r'"INNERTUBE_CLIENT_VERSION":"([^"]+)"')
-
-# Cached (api_key, client_version) extracted from a results page; refreshed on demand.
-_config: tuple[str, str] | None = None
-
-
-class ScrapeError(Exception):
-    """A scrape-based search could not be completed (network, blocked, or unexpected shape)."""
-
-
-def _runs_text(node: dict | None) -> str | None:
-    if not node:
-        return None
-    if node.get("simpleText"):
-        return node["simpleText"]
-    runs = node.get("runs") or []
-    if runs:
-        return "".join(r.get("text", "") for r in runs)
-    return None
-
-
-def _get_config(client: httpx.Client) -> tuple[str, str]:
-    """The current InnerTube (api_key, client_version), cached after the first fetch that FOUND them.
-
-    The fallback pair is never cached: it used to be, so one failed fetch (or a consent page with no
-    keys on it) at the wrong moment pinned every later search to a hard-coded key and version for
-    the life of the process — and when those went stale, search returned nothing, with no error
-    anywhere. Now the next search simply tries the live pair again."""
-    global _config
-    if _config is not None:
-        return _config
-    try:
-        html = client.get(_RESULTS_URL, params={"search_query": "music"}).text
-    except httpx.HTTPError as exc:
-        log.warning(
-            "the InnerTube config could not be fetched; falling back to the pinned key",
-            extra=logs.event("youtube.scrape.config_fallback", reason=type(exc).__name__),
-        )
-        return (_FALLBACK_KEY, _FALLBACK_CLIENT_VERSION)
-    key = _KEY_RE.search(html)
-    ver = _VER_RE.search(html)
-    if key and ver:
-        _config = (key.group(1), ver.group(1))
-        return _config
-    log.warning(
-        "the results page carried no InnerTube config; falling back to the pinned key",
-        extra=logs.event("youtube.scrape.config_fallback", reason="not_on_page"),
-    )
-    return (
-        key.group(1) if key else _FALLBACK_KEY,
-        ver.group(1) if ver else _FALLBACK_CLIENT_VERSION,
-    )
-
-
-def _video_item(vr: dict) -> dict | None:
-    """Flatten a YouTube `videoRenderer` into the same shape as YouTubeClient.search_videos."""
-    vid = vr.get("videoId")
-    if not vid:
-        return None
-    owner = vr.get("ownerText") or vr.get("longBylineText") or {}
-    runs = owner.get("runs") or []
-    channel_id = channel_title = None
-    if runs:
-        channel_title = runs[0].get("text")
-        channel_id = runs[0].get("navigationEndpoint", {}).get("browseEndpoint", {}).get("browseId")
-    thumbs = (vr.get("thumbnail") or {}).get("thumbnails") or []
-    return {
-        "id": vid,
-        "channel_id": channel_id,
-        "channel_title": channel_title,
-        "title": _runs_text(vr.get("title")),
-        "published_at": None,  # scrape exposes only a relative time; enrich fills the real date
-        "thumbnail_url": thumbs[-1]["url"] if thumbs else None,
-        "live_broadcast": "none",  # live/upcoming filtered post-enrich via live_status
-    }
 
 
 def _collect_videos(obj, out: list[dict], seen: set[str]) -> None:
@@ -130,7 +36,7 @@ def _collect_videos(obj, out: list[dict], seen: set[str]) -> None:
     if isinstance(obj, dict):
         vr = obj.get("videoRenderer")
         if isinstance(vr, dict):
-            item = _video_item(vr)
+            item = video_renderer(vr)
             if item and item["id"] not in seen:
                 seen.add(item["id"])
                 out.append(item)
@@ -144,11 +50,9 @@ def _collect_videos(obj, out: list[dict], seen: set[str]) -> None:
 def _find_continuation(obj) -> str | None:
     """First continuationItemRenderer token (the 'load more' cursor), or None at the end."""
     if isinstance(obj, dict):
-        cir = obj.get("continuationItemRenderer")
-        if isinstance(cir, dict):
-            tok = cir.get("continuationEndpoint", {}).get("continuationCommand", {}).get("token")
-            if tok:
-                return tok
+        tok = continuation_token(obj.get("continuationItemRenderer"))
+        if tok:
+            return tok
         for v in obj.values():
             tok = _find_continuation(v)
             if tok:
@@ -167,34 +71,14 @@ def search(q: str, continuation: str | None = None) -> dict:
     `continuation` is the InnerTube continuation token from a previous page (None for the first
     page). Returns ``{"items": [...], "next_page_token": str | None}`` — the same shape as
     YouTubeClient.search_videos so the route handles both sources identically."""
-    with httpx.Client(timeout=20.0, headers=_HEADERS) as client:
-        api_key, client_version = _get_config(client)
-        context = {
-            "client": {
-                "clientName": "WEB",
-                "clientVersion": client_version,
-                "hl": "en",
-                "gl": "US",
-            }
-        }
-        body: dict = {"context": context}
-        if continuation:
-            body["continuation"] = continuation
-        else:
-            body["query"] = q
-            body["params"] = _TYPE_VIDEO
-        try:
-            resp = client.post(_SEARCH_URL, params={"key": api_key}, json=body)
-            resp.raise_for_status()
-            data = resp.json()
-        except httpx.HTTPError as exc:
-            raise ScrapeError(f"InnerTube request failed: {exc}") from exc
-        except ValueError as exc:  # non-JSON body (blocked / consent / captcha)
-            raise ScrapeError("InnerTube returned a non-JSON response") from exc
+    body: dict = (
+        {"continuation": continuation} if continuation else {"query": q, "params": _TYPE_VIDEO}
+    )
+    data = post("search", body)
 
     # Even a search with no results carries its result list's frame. Without one this is not "no
     # results" but a shape we do not know (YouTube moved, or a block page in JSON) — say so.
-    if not isinstance(data, dict) or not _RESULT_FRAMES & data.keys():
+    if not _RESULT_FRAMES & data.keys():
         raise ScrapeError("InnerTube returned an unexpected shape")
     items: list[dict] = []
     _collect_videos(data, items, set())

backend/requirements.lock

@@ -5,9 +5,11 @@
 # scans it, blocking. A security fix, or a yt-dlp release YouTube's changes force, may be ONE pin
 # bumped in place instead of a full regeneration, which would move every other package too — then
 # `pip install -r requirements.lock && pip check` must pass. In place so far: urllib3 2.7.0 -> 2.8.0 (PYSEC-2026-4175/4176/4177); yt-dlp 2026.7.4 -> 2026.8.19
-# (it marks the clients that need a stream PO token, so the downloader stops fetching into a 403).
+# (it marks the clients that need a stream PO token, so the downloader stops fetching into a 403);
+# certifi 2026.7.22 -> 2026.10.19 (GHSA-6q48-6c7w-9gw2); brotli 1.2.0 -> 1.2.1 (PYSEC-2026-4322);
+# Authlib 1.7.2 -> 1.9.1 (CVE-2026-96760, CVE-2026-114616).
 APScheduler==3.11.3
-Authlib==1.7.2
+Authlib==1.9.1
 Mako==1.4.1
 MarkupSafe==3.0.3
 PyYAML==6.0.3
@@ -20,8 +22,8 @@ anyio==4.14.2
 argon2-cffi-bindings==25.1.0
 argon2-cffi==25.1.0
 bgutil-ytdlp-pot-provider==1.3.1
-brotli==1.2.0
-certifi==2026.7.22
+brotli==1.2.1
+certifi==2026.10.19
 cffi==2.1.1
 charset-normalizer==3.5.1
 click==8.4.2

backend/tests/conftest.py

@@ -105,6 +105,11 @@ def pytest_configure(config):
         )
 
 
+def _write_xact(db) -> str | None:
+    """The id of the open transaction if it has written anything, else None (a read never takes one)."""
+    return db.scalar(text("SELECT pg_current_xact_id_if_assigned()::text"))
+
+
 def _request_dep(db, unfinished: list[str]):
     """`get_db` for a test request: the test's own session, plus the check a shared session hides.
 
@@ -114,15 +119,16 @@ def _request_dep(db, unfinished: list[str]):
     and the suite stays green over a handler that forgot to commit (deep review, debt burn). So a
     request that ends normally with a write it did not commit — flushed, or still only staged — is
     recorded, and the test fails on it at teardown. Only the ROOT transaction's end clears it: a
-    savepoint released inside the handler commits nothing. The test's own staged rows are flushed before the request starts — they are the
-    test's business, not the handler's. A request that raises is rolled back, as production's
+    savepoint released inside the handler commits nothing. What the test itself staged or wrote is
+    committed before the request starts — it is the test's business, not the handler's, and a
+    request then begins with no write open, so any write left at its end is the handler's. A request that raises is rolled back, as production's
     `close()` rolls it back: without that, what a failing handler flushed but never committed stayed
     readable to the rest of the test — the one state production cannot be in (an issue created
     on the tracker before a failed upload was kept only by an explicit commit, and nothing saw it
     missing)."""
 
     def dep(conn: HTTPConnection):
-        db.flush()
+        db.commit()
         state = {"dirty": False}
 
         def flushed(session, ctx):
@@ -138,7 +144,12 @@ def _request_dep(db, unfinished: list[str]):
         try:
             yield db
             staged = db.new or db.deleted or any(db.is_modified(o) for o in db.dirty)
-            if state["dirty"] or staged:
+            # Core DML (`db.execute(update(...))`) fires no flush and stages nothing; the database
+            # itself says whether a write is open — the request began with none, and a transaction
+            # that wrote and was not committed holds an id (see `release_read_connection`). A row
+            # lock (`FOR UPDATE`) takes one too: the handler ends what it locked.
+            core_dml = _write_xact(db) is not None
+            if state["dirty"] or staged or core_dml:
                 unfinished.append(f"{conn.scope.get('method', 'WS')} {conn.url.path}")
         except Exception:
             db.rollback()
@@ -220,7 +231,7 @@ def _configured(monkeypatch):
 @pytest.fixture
 def client(db, override_dep, _configured):
     """A TestClient wired to the test DB that goes through the REAL auth/session stack — no
-    `current_user` override — so login, the wallet gate and epoch revoke are exercised end to end.
+    `current_user` override — so login, the one-account session and epoch revoke are exercised end to end.
     Starlette's SessionMiddleware round-trips the signed cookie, so a login in one call authenticates
     the next on this same instance. No lifespan (the scheduler / HLS sweep stay off)."""
     override_dep(get_db, db.info["request"])
@@ -316,3 +327,15 @@ def _reset_log_erasures():
     from app import logs
 
     logs._erased.clear()
+
+
+@pytest.fixture(autouse=True)
+def _reset_ad_hoc_queue():
+    """The scheduler's ad-hoc queue is module-level too: a request a test left pending would read as
+    a later test's user's import still queued (ids restart from 1)."""
+    from app import scheduler
+
+    with scheduler._queued_guard:
+        scheduler._queued.clear()
+        scheduler._pending.clear()
+        scheduler._running.clear()

backend/tests/fixtures/innertube_next_continuation.json

@@ -0,0 +1,527 @@
+{
+ "onResponseReceivedEndpoints": [
+  {
+   "appendContinuationItemsAction": {
+    "continuationItems": [
+     {
+      "lockupViewModel": {
+       "contentImage": {
+        "thumbnailViewModel": {
+         "image": {
+          "sources": [
+           {
+            "url": "https://i.ytimg.com/vi/_HfdncCbMOE/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&rs=AOn4CLARvB39pkdsiuUUQTsZjkhvbKrfcQ",
+            "width": 168,
+            "height": 94
+           },
+           {
+            "url": "https://i.ytimg.com/vi/_HfdncCbMOE/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLB15aZU5-tzwYCEbNTnZK3UX6ZCzQ",
+            "width": 336,
+            "height": 188
+           }
+          ]
+         },
+         "overlays": [
+          {
+           "thumbnailBottomOverlayViewModel": {
+            "badges": [
+             {
+              "thumbnailBadgeViewModel": {
+               "text": "1:08:18",
+               "badgeStyle": "THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT",
+               "animationActivationTargetId": "_HfdncCbMOE",
+               "animatedText": "Now playing",
+               "animationActivationEntitySelectorType": "THUMBNAIL_BADGE_ANIMATION_ENTITY_SELECTOR_TYPE_PLAYER_STATE"
+              }
+             }
+            ]
+           }
+          }
+         ]
+        }
+       },
+       "metadata": {
+        "lockupMetadataViewModel": {
+         "title": {
+          "content": "MIT 6.S191 (2025): Large Language Models (Liquid AI)"
+         },
+         "image": {
+          "decoratedAvatarViewModel": {
+           "avatar": {
+            "avatarViewModel": {
+             "image": {
+              "sources": [
+               {
+                "url": "https://yt3.ggpht.com/ytc/AIdro_k517G0Dt8QgsF86GKzYkG3Rs8jSGCiYGJw04lx4_1KXQ=s68-c-k-c0x00ffffff-no-rj",
+                "width": 68,
+                "height": 68
+               }
+              ]
+             },
+             "avatarImageSize": "AVATAR_SIZE_M"
+            }
+           },
+           "a11yLabel": "Go to channel Alexander Amini",
+           "rendererContext": {
+            "commandContext": {
+             "onTap": {
+              "innertubeCommand": {
+               "browseEndpoint": {
+                "browseId": "UCtslD4DGH6PKyG_1gFAX7sg"
+               }
+              }
+             }
+            }
+           }
+          }
+         },
+         "metadata": {
+          "contentMetadataViewModel": {
+           "metadataRows": [
+            {
+             "metadataParts": [
+              {
+               "text": {
+                "content": "Alexander Amini"
+               }
+              }
+             ]
+            },
+            {
+             "metadataParts": [
+              {
+               "text": {
+                "content": "62K"
+               },
+               "accessibilityLabel": "62 thousand views",
+               "leadingIcon": {
+                "name": "PLAY_ARROW_OUTLINED",
+                "height": 12,
+                "width": 12,
+                "marginEndToken": {
+                 "spacing": 2
+                }
+               }
+              },
+              {
+               "text": {
+                "content": "1y ago"
+               },
+               "accessibilityLabel": "1 year ago"
+              }
+             ]
+            }
+           ],
+           "delimiter": " "
+          }
+         }
+        }
+       },
+       "contentId": "_HfdncCbMOE",
+       "contentType": "LOCKUP_CONTENT_TYPE_VIDEO",
+       "themedPalette": {
+        "lightThemePalette": {
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+         "raisedBackground": 4294964720,
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+     },
+     {
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+            "width": 168,
+            "height": 94
+           },
+           {
+            "url": "https://i.ytimg.com/vi/P7Hkh2zOGQ0/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLDXrm5g-rdjRIqqK309ImTdqpw4CA",
+            "width": 336,
+            "height": 188
+           }
+          ]
+         },
+         "overlays": [
+          {
+           "thumbnailBottomOverlayViewModel": {
+            "badges": [
+             {
+              "thumbnailBadgeViewModel": {
+               "text": "1:08:19",
+               "badgeStyle": "THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT",
+               "animationActivationTargetId": "P7Hkh2zOGQ0",
+               "animatedText": "Now playing",
+               "animationActivationEntitySelectorType": "THUMBNAIL_BADGE_ANIMATION_ENTITY_SELECTOR_TYPE_PLAYER_STATE"
+              }
+             }
+            ]
+           }
+          }
+         ]
+        }
+       },
+       "metadata": {
+        "lockupMetadataViewModel": {
+         "title": {
+          "content": "MIT 6.S191 (2024): Google - Generative AI for Media"
+         },
+         "image": {
+          "decoratedAvatarViewModel": {
+           "avatar": {
+            "avatarViewModel": {
+             "image": {
+              "sources": [
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+                "width": 68,
+                "height": 68
+               }
+              ]
+             },
+             "avatarImageSize": "AVATAR_SIZE_M"
+            }
+           },
+           "a11yLabel": "Go to channel Alexander Amini",
+           "rendererContext": {
+            "commandContext": {
+             "onTap": {
+              "innertubeCommand": {
+               "browseEndpoint": {
+                "browseId": "UCtslD4DGH6PKyG_1gFAX7sg"
+               }
+              }
+             }
+            }
+           }
+          }
+         },
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+             "metadataParts": [
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+               "text": {
+                "content": "Alexander Amini"
+               }
+              }
+             ]
+            },
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+                "content": "49K"
+               },
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+                }
+               }
+              },
+              {
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+                "content": "2y ago"
+               },
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+              }
+             ]
+            }
+           ],
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+          }
+         }
+        }
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+     },
+     {
+      "continuationItemRenderer": {
+       "trigger": "CONTINUATION_TRIGGER_ON_ITEM_SHOWN",
+       "continuationEndpoint": {
+        "commandMetadata": {
+         "webCommandMetadata": {
+          "sendPost": true,
+          "apiUrl": "/youtubei/v1/next"
+         }
+        },
+        "continuationCommand": {
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+         "request": "CONTINUATION_REQUEST_TYPE_WATCH_NEXT"
+        }
+       }
+      }
+     }
+    ]
+   }
+  }
+ ]
+}

backend/tests/fixtures/innertube_next_first.json

@@ -0,0 +1,805 @@
+{
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+  "twoColumnWatchNextResults": {
+   "secondaryResults": {
+    "secondaryResults": {
+     "results": [
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+             "height": 94
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+          "overlays": [
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+                "badgeStyle": "THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT",
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+          "onDisabledContainer": 1728051440,
+          "temporaryOutline": 871554762
+         }
+        }
+       }
+      },
+      {
+       "lockupViewModel": {
+        "contentImage": {
+         "thumbnailViewModel": {
+          "image": {
+           "sources": [
+            {
+             "url": "https://i.ytimg.com/vi/HLKo4fJx_7k/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&rs=AOn4CLAQcvMQEX1ny9Z8qu2mIMogpEMaVA",
+             "width": 168,
+             "height": 94
+            },
+            {
+             "url": "https://i.ytimg.com/vi/HLKo4fJx_7k/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLCkoPSkHifs5ifpWXXcb96XG_Ly1w",
+             "width": 336,
+             "height": 188
+            }
+           ]
+          },
+          "overlays": [
+           {
+            "thumbnailBottomOverlayViewModel": {
+             "badges": [
+              {
+               "thumbnailBadgeViewModel": {
+                "text": "47:36",
+                "badgeStyle": "THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT",
+                "animationActivationTargetId": "HLKo4fJx_7k",
+                "animatedText": "Now playing",
+                "animationActivationEntitySelectorType": "THUMBNAIL_BADGE_ANIMATION_ENTITY_SELECTOR_TYPE_PLAYER_STATE"
+               }
+              }
+             ]
+            }
+           }
+          ]
+         }
+        },
+        "metadata": {
+         "lockupMetadataViewModel": {
+          "title": {
+           "content": "MIT 6.S191 (2025): Language Models and New Frontiers"
+          },
+          "image": {
+           "decoratedAvatarViewModel": {
+            "avatar": {
+             "avatarViewModel": {
+              "image": {
+               "sources": [
+                {
+                 "url": "https://yt3.ggpht.com/ytc/AIdro_k517G0Dt8QgsF86GKzYkG3Rs8jSGCiYGJw04lx4_1KXQ=s68-c-k-c0x00ffffff-no-rj",
+                 "width": 68,
+                 "height": 68
+                }
+               ]
+              },
+              "avatarImageSize": "AVATAR_SIZE_M"
+             }
+            },
+            "a11yLabel": "Go to channel Alexander Amini",
+            "rendererContext": {
+             "commandContext": {
+              "onTap": {
+               "innertubeCommand": {
+                "browseEndpoint": {
+                 "browseId": "UCtslD4DGH6PKyG_1gFAX7sg"
+                }
+               }
+              }
+             }
+            }
+           }
+          },
+          "metadata": {
+           "contentMetadataViewModel": {
+            "metadataRows": [
+             {
+              "metadataParts": [
+               {
+                "text": {
+                 "content": "Alexander Amini"
+                }
+               }
+              ]
+             },
+             {
+              "metadataParts": [
+               {
+                "text": {
+                 "content": "63K"
+                },
+                "accessibilityLabel": "63 thousand views",
+                "leadingIcon": {
+                 "name": "PLAY_ARROW_OUTLINED",
+                 "height": 12,
+                 "width": 12,
+                 "marginEndToken": {
+                  "spacing": 2
+                 }
+                }
+               },
+               {
+                "text": {
+                 "content": "1y ago"
+                },
+                "accessibilityLabel": "1 year ago"
+               }
+              ]
+             }
+            ],
+            "delimiter": " "
+           }
+          }
+         }
+        },
+        "contentId": "HLKo4fJx_7k",
+        "contentType": "LOCKUP_CONTENT_TYPE_VIDEO",
+        "themedPalette": {
+         "lightThemePalette": {
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+          "raisedBackground": 4294964208,
+          "additiveBackground": 566847045,
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+         },
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+          "solidWash": 4294633184,
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+          "overlayFilledContainer": 4294104010,
+          "onDisabledContainer": 1728050160,
+          "temporaryOutline": 871551946
+         }
+        }
+       }
+      },
+      {
+       "continuationItemRenderer": {
+        "trigger": "CONTINUATION_TRIGGER_ON_ITEM_SHOWN",
+        "continuationEndpoint": {
+         "commandMetadata": {
+          "webCommandMetadata": {
+           "sendPost": true,
+           "apiUrl": "/youtubei/v1/next"
+          }
+         },
+         "continuationCommand": {
+          "token": "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%3D",
+          "request": "CONTINUATION_REQUEST_TYPE_WATCH_NEXT"
+         }
+        },
+        "button": {
+         "buttonRenderer": {
+          "style": "STYLE_SUGGESTIVE",
+          "size": "SIZE_DEFAULT",
+          "isDisabled": false,
+          "text": {
+           "runs": [
+            {
+             "text": "Show more"
+            }
+           ]
+          },
+          "command": {
+           "commandMetadata": {
+            "webCommandMetadata": {
+             "sendPost": true,
+             "apiUrl": "/youtubei/v1/next"
+            }
+           },
+           "continuationCommand": {
+            "token": "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%3D",
+            "request": "CONTINUATION_REQUEST_TYPE_WATCH_NEXT"
+           }
+          }
+         }
+        }
+       }
+      }
+     ]
+    }
+   }
+  }
+ }
+}

backend/tests/test_activity_reads.py

@@ -159,6 +159,15 @@ def test_the_run_list_filters_pages_and_names_the_channel_and_the_log_lines(db,
     assert facets["total"] == 4
 
 
+def test_the_run_list_names_the_user_a_takeout_import_ran_for(db, make_user, as_user):
+    admin = make_user(role="admin")
+    importer = make_user("importer@example.com")
+    imported = _run(db, "takeout_import", "ok", importer.id, T0, f"user:{importer.id}", "ad_hoc")
+    db.commit()
+    (row,) = as_user(admin).get("/api/admin/runs").json()["items"]
+    assert (row["id"], row["target_title"]) == (imported, "importer@example.com")
+
+
 def test_the_quota_breakdown_covers_its_range_and_one_account(db, make_user, as_user):
     admin = make_user(role="admin")
     now = datetime.now(timezone.utc)

backend/tests/test_auth_session.py

@@ -1,21 +1,25 @@
 """Auth / session security core (TEST-1), DB-lane.
 
-The wallet impersonation gate, epoch-based session revocation, single-use tokens and the
-enumeration-safe uniform 401 are the security mag, and had zero tests (only `_oauth_redirect_uri` was
-covered). Starlette's SessionMiddleware round-trips the signed cookie under TestClient, so the whole
-browser-less flow is exercisable. Uses the real auth stack via the `client` fixture (NO current_user
-override) so login, the wallet gate and epoch revoke are the code under test.
+One account per browser session, epoch-based session revocation, single-use tokens and the
+enumeration-safe uniform 401 are the security mag. Starlette's SessionMiddleware round-trips the
+signed cookie under TestClient, so the whole browser-less flow is exercisable. Uses the real auth
+stack via the `client` fixture (NO current_user override) so login, the session and epoch revoke are
+the code under test.
 
 Note: `/api/me` is the bootstrap probe — it returns 200 `{authenticated: False}` when logged out, not a
 401. A revoked session is therefore checked on a PROTECTED endpoint (`/api/feed`), which does 401.
 """
 
+import base64
+import json
 from datetime import timedelta
+from pathlib import Path
 
 import pytest
 from fastapi.testclient import TestClient
+from itsdangerous import TimestampSigner
 
-from app.auth import ACTIVE_ACCOUNT_HEADER
+from app.config import settings
 from app.main import app
 
 _PW = "correct horse battery"
@@ -46,74 +50,48 @@ def test_wrong_password_and_unknown_email_give_a_byte_identical_401(client, make
     assert wrong_pw.json() == unknown.json()
 
 
-def test_a_non_wallet_account_header_falls_back_to_the_default(client, make_user):
-    # The X-Siftlode-Account header may only re-target an account already signed into THIS browser
-    # (in the session wallet). A header naming someone else must be ignored, not honored — otherwise
-    # it's an impersonation gate hole.
-    make_user(email="alice2@example.com", password=_PW)
-    mallory = make_user(email="mallory@example.com", password=_PW)
-    assert _login(client, "alice2@example.com", _PW).status_code == 200
-    me = client.get("/api/me", headers={ACTIVE_ACCOUNT_HEADER: str(mallory.id)})
-    assert me.status_code == 200
-    assert me.json()["email"] == "alice2@example.com"  # still Alice, not Mallory
+def _cookie(payload: dict) -> str:
+    """A session cookie signed the way SessionMiddleware signs one — for a cookie an older build wrote."""
+    data = base64.b64encode(json.dumps(payload).encode())
+    return TimestampSigner(str(settings.secret_key)).sign(data).decode()
 
 
-def test_a_tab_pinned_to_an_account_signed_out_elsewhere_acts_as_nobody(client, make_user):
-    # Two accounts in one browser: a tab pinned to Alice, Bob the default. Alice signs out in another
-    # tab. The pinned tab used to go on acting as the default, Bob — its player checkpoints and pref
-    # saves landed in his account, and its own Sign out signed HIM out.
-    alice = make_user(email="alice3@example.com", password=_PW)
+def test_signing_in_as_another_account_replaces_the_first(client, make_user):
+    # One account per browser session: a second sign-in is a fresh session, not a second account
+    # beside the first — so signing out leaves nobody signed in here.
+    make_user(email="alice3@example.com", password=_PW)
     make_user(email="bob3@example.com", password=_PW)
     assert _login(client, "alice3@example.com", _PW).status_code == 200
-    assert _login(client, "bob3@example.com", _PW).status_code == 200  # Bob is now the default
-    tab = {ACTIVE_ACCOUNT_HEADER: str(alice.id)}
-    assert client.get("/api/feed", headers=tab).status_code == 200
-    assert client.post("/auth/logout", headers=tab).status_code == 200  # Alice signs out
+    assert _login(client, "bob3@example.com", _PW).status_code == 200
+    assert client.get("/api/me").json()["email"] == "bob3@example.com"
 
-    assert client.get("/api/feed", headers=tab).status_code == 401
-    assert client.post("/auth/logout", headers=tab).status_code == 200
-    assert client.get("/api/feed").status_code == 200  # Bob is still signed in, the session intact
-    # The bootstrap probe still answers as the default: how the stale tab learns who it is now.
-    assert client.get("/api/me", headers=tab).json()["email"] == "bob3@example.com"
+    assert client.post("/auth/logout").status_code == 200
+    assert client.get("/api/feed").status_code == 401
+    assert client.get("/api/me").json() == {"authenticated": False}
 
 
-@pytest.mark.parametrize("ended", ["revoked", "suspended"])
-def test_a_tab_pinned_to_an_account_whose_session_ended_comes_back_as_the_default(
-    client, make_user, db, ended
-):
-    # A tab pinned to Alice, Bob the default. Alice's session then ends while she is still in this
-    # browser's wallet ("log out everywhere" on another device, or an admin suspends her). The tab's
-    # bootstrap probe used to answer "signed out": the landing page with Bob still signed in, and no way
-    # off it but closing the tab (signing in as anyone else there kept the tab pinned to Alice).
+def test_no_header_or_parameter_picks_another_account(client, make_user):
+    # Alice signed in here before Bob: nothing a request carries makes it act as her any more.
     alice = make_user(email="alice4@example.com", password=_PW)
     make_user(email="bob4@example.com", password=_PW)
     assert _login(client, "alice4@example.com", _PW).status_code == 200
     assert _login(client, "bob4@example.com", _PW).status_code == 200
-    tab = {ACTIVE_ACCOUNT_HEADER: str(alice.id)}
-    assert client.get("/api/feed", headers=tab).status_code == 200
-    if ended == "revoked":
-        alice.session_epoch = (alice.session_epoch or 0) + 1
-    else:
-        alice.is_suspended = True
-    db.commit()
+    me = client.get(f"/api/me?account={alice.id}", headers={"X-Siftlode-Account": str(alice.id)})
+    assert me.json()["email"] == "bob4@example.com"
 
-    assert client.get("/api/me", headers=tab).json()["email"] == "bob4@example.com"
-    assert client.get("/api/feed", headers=tab).status_code == 401  # still nobody, never Bob
-    assert client.get("/api/feed").status_code == 200  # Bob's session is intact
+
+@pytest.mark.parametrize("path", ["/api/me/accounts", "/api/me/switch"])
+def test_there_is_no_account_list_or_switch(client, make_user, path):
+    make_user(email="alice5@example.com", password=_PW)
+    assert _login(client, "alice5@example.com", _PW).status_code == 200
+    r = client.get(path) if path.endswith("accounts") else client.post(path, json={"user_id": 1})
+    assert r.status_code in (404, 405)
 
 
 @pytest.mark.parametrize("ended", ["revoked", "suspended", "deactivated"])
-def test_switching_to_an_account_whose_session_ended_refuses_it_and_drops_it_from_the_list(
-    client, make_user, db, monkeypatch, ended
-):
-    # The account switcher lists this browser's wallet. A revoked account was dropped from it on a refused
-    # switch, but a suspended one stayed, refused on every click; a deactivated one was not refused at all —
-    # made the default, the next request found it inactive and signed every account here out.
-    monkeypatch.setattr("app.routes.me.is_allowed", lambda _db, _email: True)  # both hold an invite
-    alice = make_user(email="alice5@example.com", password=_PW)
-    make_user(email="bob5@example.com", password=_PW)
-    assert _login(client, "alice5@example.com", _PW).status_code == 200
-    assert _login(client, "bob5@example.com", _PW).status_code == 200
+def test_a_session_whose_account_ended_signs_the_browser_out(client, make_user, db, ended):
+    alice = make_user(email="alice6@example.com", password=_PW)
+    assert _login(client, "alice6@example.com", _PW).status_code == 200
     if ended == "revoked":
         alice.session_epoch = (alice.session_epoch or 0) + 1
     elif ended == "suspended":
@@ -121,10 +99,111 @@ def test_switching_to_an_account_whose_session_ended_refuses_it_and_drops_it_fro
     else:
         alice.is_active = False
     db.commit()
+    assert client.get("/api/feed").status_code == 401
+    assert "user_id" not in _session(client)  # the refusal ended the session, not just this request
+    assert client.get("/api/me").json() == {"authenticated": False}
 
-    assert client.post("/api/me/switch", json={"user_id": alice.id}).status_code == 403
-    assert [a["email"] for a in client.get("/api/me/accounts").json()] == ["bob5@example.com"]
-    assert client.get("/api/feed").status_code == 200  # Bob is still signed in
+
+def test_a_cookie_from_the_multi_account_build_signs_in_again(client, make_user):
+    # The old session held a wallet and one epoch per account. It is not read: whoever holds one
+    # signs in once more.
+    alice = make_user(email="alice7@example.com", password=_PW)
+    old = {"user_id": alice.id, "account_ids": [alice.id], "epochs": {str(alice.id): 0}}
+    client.cookies.set("session", _cookie(old))
+    assert client.get("/api/feed").status_code == 401
+    assert client.get("/api/me").json() == {"authenticated": False}
+
+
+def test_deleting_the_account_signs_the_browser_out(client, make_user):
+    make_user(email="alice8@example.com", password=_PW)
+    assert _login(client, "alice8@example.com", _PW).status_code == 200
+    assert client.delete("/api/me/account").status_code == 200
+    # The cookie names nobody now: the probe answers signed out without looking the account up.
+    assert "user_id" not in _session(client)
+
+
+def _session(client) -> dict:
+    """The decoded payload of the client's session cookie."""
+    raw = client.cookies.get("session")
+    if not raw:
+        return {}
+    data = TimestampSigner(str(settings.secret_key)).unsign(raw.encode())
+    return json.loads(base64.b64decode(data))
+
+
+@pytest.mark.parametrize("signed_in_as", ["starter", "someone_else"])
+def test_a_google_link_lands_only_on_the_account_still_signed_in(db, make_user, signed_in_as):
+    # The link marker names who started it; a sign-in as someone else before the callback must not
+    # get that Google identity attached to the account that started it from the other person's session.
+    from starlette.requests import Request
+
+    from app.routes.auth import _complete_link
+
+    starter, other = make_user(), make_user()
+    session = {"user_id": starter.id if signed_in_as == "starter" else other.id, "epoch": 0}
+    request = Request({"type": "http", "session": session, "headers": []})
+    resp = _complete_link(request, db, starter.id, True, "sub-123", {"email": ""}, {"scope": ""})
+    db.refresh(starter)
+    if signed_in_as == "starter":
+        assert resp.headers["location"] == "/?link=ok"
+        assert starter.google_sub == "sub-123"
+    else:
+        assert resp.headers["location"] == "/?link=error"
+        assert starter.google_sub is None
+
+
+def test_no_app_code_reads_a_second_account():
+    # The multi-account machinery is gone; a module reading its session keys or its header again
+    # would bring back a session that names more than one account.
+    app_dir = Path(__file__).parent.parent / "app"
+    hits = [
+        f"{path.relative_to(app_dir)}: {word}"
+        for path in app_dir.rglob("*.py")
+        for word in ("account_ids", '"epochs"', "x-siftlode-account", 'query_params.get("account")')
+        if word in path.read_text(encoding="utf-8").lower()
+    ]
+    assert hits == []
+
+
+def test_a_tab_built_for_the_account_signed_in_before_is_refused(client, make_user):
+    # Two tabs of one browser: one signed in as someone else, so the cookie is Bob's under both. The
+    # tab still showing Alice says so with every request; acting as Bob there would put her player
+    # positions, pref saves and Sign out on his account. Refused, and the session stays Bob's.
+    alice = make_user(email="alice5@example.com", password=_PW)
+    bob = make_user(email="bob5@example.com", password=_PW)
+    assert _login(client, "alice5@example.com", _PW).status_code == 200
+    assert _login(client, "bob5@example.com", _PW).status_code == 200
+
+    stale = client.get("/api/feed", headers={"X-Siftlode-Expect-Account": str(alice.id)})
+    assert stale.status_code == 401
+    assert stale.json()["detail"]["reason"] == "account_changed"
+    assert (
+        client.get("/api/feed", headers={"X-Siftlode-Expect-Account": str(bob.id)}).status_code
+        == 200
+    )
+    assert client.get("/api/feed").status_code == 200
+    # Nor may its Sign out end Bob's session.
+    assert (
+        client.post(
+            "/auth/logout", headers={"X-Siftlode-Expect-Account": str(alice.id)}
+        ).status_code
+        == 401
+    )
+    # The probe answers who is signed in now, so the stale tab can reload as Bob.
+    probe = client.get("/api/me", headers={"X-Siftlode-Expect-Account": str(alice.id)})
+    assert probe.json()["email"] == "bob5@example.com"
+
+
+def test_setting_a_password_keeps_the_caller_signed_in(client, make_user):
+    # The change ends every OTHER session (the epoch moves); the caller is stamped with the new one.
+    make_user(email="dave@example.com", password=_PW)
+    assert _login(client, "dave@example.com", _PW).status_code == 200
+    r = client.post(
+        "/auth/set-password",
+        json={"password": "a brand new passphrase", "current_password": _PW},
+    )
+    assert r.status_code == 200
+    assert client.get("/api/feed").status_code == 200
 
 
 def test_logout_others_revokes_the_other_session_but_keeps_the_caller(client, make_user):

backend/tests/test_autotag_orphans.py

@@ -8,6 +8,8 @@ drops an unknown id, so the view silently showed the whole feed under its old na
 from sqlalchemy import select
 
 from app.catalog.models import Channel
+from app.db import SessionLocal
+from app.sync.autotag import run_autotag_all
 from app.reader.models import ChannelTag, SavedView, Tag
 from app.reader import service as reader_service
 
@@ -66,3 +68,15 @@ def test_a_view_kept_tag_list_larger_than_a_bind_parameter_limit_still_cleans_up
     db.commit()
     assert reader_service.prune_orphan_system_tags(db) == 1
     db.commit()
+
+
+def test_the_job_commits_its_cleanup(db):
+    """The prune only flushes; the job ends its own transaction. Read from a session of its own,
+    the orphan is gone only once the job committed — the job's session would see its own delete
+    either way."""
+    orphan = Tag(user_id=None, name="Cooking", category="topic")
+    db.add(orphan)
+    db.commit()
+    assert run_autotag_all(db, only_missing=True)["orphan_tags_removed"] == 1
+    with SessionLocal() as fresh:
+        assert fresh.execute(select(Tag).where(Tag.name == "Cooking")).first() is None

backend/tests/test_body_limit.py

@@ -23,6 +23,7 @@ from app import bodylimit, debugsession, sysconfig
 from app.config import settings
 from app.models import SystemConfig
 from app.bodylimit import DEFAULT_MAX_BODY_BYTES, BodyLimitMiddleware
+from app.reader import takeout
 from app.routes import diagnostics as diagnostics_routes
 
 SMALL = b"x" * 16
@@ -221,6 +222,7 @@ def test_the_default_ceiling_clears_the_largest_body_a_default_route_takes():
 CAPPED_BODY_SITES = {
     ("diagnostics.py", "_parsed_events", "capped_body", "BODY_MAX_BYTES"),
     ("debug_sessions.py", "_image_body", "capped_body", "debugsession.SCREENSHOT_MAX_BYTES"),
+    ("feed.py", "_takeout_body", "capped_body", "takeout.MAX_BYTES"),
     ("files.py", "spool_upload", "capped_stream_to", "cap"),
 }
 
@@ -368,6 +370,9 @@ def test_every_body_reading_site_is_known_and_fits_under_its_ceiling():
     # The upload site's limit is the sysconfig knob, which is bounded BY the edge ceiling rather
     # than being a constant to compare against — that pairing is its own test below.
     assert ("POST", "/api/files/upload") in bodylimit.ROUTE_MAX_BODY_BYTES
+    # A Takeout file is larger than the default: without its ceiling every real history is a 413.
+    assert takeout.MAX_BYTES > DEFAULT_MAX_BODY_BYTES
+    assert bodylimit.ROUTE_MAX_BODY_BYTES[("POST", "/api/takeout")] == takeout.MAX_BYTES
 
 
 def test_release_read_connection_ends_the_transaction_it_was_called_for(db):

backend/tests/test_catalog_service.py

@@ -12,6 +12,7 @@ from datetime import datetime, timedelta, timezone
 from sqlalchemy import select
 
 from app.catalog import queries, search, service
+from app.db import SessionLocal
 from app.catalog.models import (
     BlockedChannel,
     Channel,
@@ -22,6 +23,8 @@ from app.catalog.models import (
 )
 from app.reader import queries as reader_queries
 from app.reader import service as reader_service
+from app.sync import explore as sync_explore
+from app.sync import subscriptions as sync_subscriptions
 
 
 def _channel(db, cid="UCc", **kw):
@@ -141,6 +144,89 @@ def test_subscribing_keeps_an_explored_channel_and_its_videos(db, make_user):
     assert queries.subscription(db, user, "UCc") is None
 
 
+def test_exploring_a_channel_someone_follows_brings_its_uploads_in_as_the_catalogs_own(
+    db, make_user, monkeypatch
+):
+    follower, explorer = make_user(), make_user()
+    ch = _channel(db, uploads_playlist_id="UUc")
+    db.add(Subscription(user_id=follower.id, channel_id="UCc"))
+    db.commit()
+    service.explore(db, explorer, ch)
+    db.commit()
+
+    class _Yt:
+        def get_playlist_items(self, playlist_id, page_token):
+            item = {"contentDetails": {"videoId": "v1", "videoPublishedAt": "2026-05-01T00:00:00Z"}}
+            return {"items": [item]}
+
+    monkeypatch.setattr(sync_explore, "_enrich_new", lambda session, yt, ids: 0)
+    sync_explore.explore_ingest_page(db, _Yt(), ch)
+    db.commit()
+    db.expire_all()
+    # The channel is followed, so not the exploration's: a video flagged as one would stay flagged
+    # (subscribing clears only an explored channel's) and its watched marks would wait for good.
+    assert (ch.from_explore, db.get(Video, "v1").via_explore) == (False, False)
+
+
+def test_a_follow_pulled_in_from_youtube_makes_an_explored_channel_the_catalogs_own(
+    db, make_user, monkeypatch
+):
+    explorer, follower = make_user(), make_user()
+    ch = _channel(db, details_synced_at=datetime.now(timezone.utc))
+    service.explore(db, explorer, ch)
+    db.commit()
+    _video(db, "v1", via_explore=True)
+
+    class _Yt:
+        def __init__(self, session, user):
+            pass
+
+        def __enter__(self):
+            return self
+
+        def __exit__(self, *exc):
+            return False
+
+        def iter_subscriptions(self):
+            yield {"channel_id": "UCc", "title": "UCc", "yt_subscription_id": "sub-UCc"}
+
+        def get_channels(self, ids):
+            return []
+
+    monkeypatch.setattr(sync_subscriptions, "YouTubeClient", _Yt)
+    sync_subscriptions.import_subscriptions(db, follower)
+    db.commit()
+    db.expire_all()
+    # Followed on youtube.com is followed all the same: left flagged, the channel's later videos
+    # came in as an exploration's, hidden from the Library and their watched marks waiting for good.
+    assert (db.get(Channel, "UCc").from_explore, db.get(Video, "v1").via_explore) == (False, False)
+
+
+def test_a_follow_landing_while_an_explored_page_comes_in_leaves_none_of_it_flagged(
+    db, make_user, monkeypatch
+):
+    explorer, follower = make_user(), make_user()
+    ch = _channel(db, uploads_playlist_id="UUc")
+    service.explore(db, explorer, ch)
+    db.commit()
+
+    class _Yt:
+        def get_playlist_items(self, playlist_id, page_token):
+            # Someone subscribes, in a request of their own, while YouTube answers this one.
+            with SessionLocal() as other:
+                service.record_subscription(other, follower, other.get(Channel, "UCc"), "sub-UCc")
+                other.commit()
+            item = {"contentDetails": {"videoId": "v1", "videoPublishedAt": "2026-05-01T00:00:00Z"}}
+            return {"items": [item]}
+
+    monkeypatch.setattr(sync_explore, "_enrich_new", lambda session, yt, ids: 0)
+    sync_explore.explore_ingest_page(db, _Yt(), ch)
+    db.commit()
+    db.expire_all()
+    # The subscribe cleared what was flagged before it; a page that lands after it must not be.
+    assert (db.get(Channel, "UCc").from_explore, db.get(Video, "v1").via_explore) == (False, False)
+
+
 def test_a_block_is_once_and_ends_the_exploration(db, make_user):
     user = make_user()
     ch = _channel(db)