Релиз целиком: вход по ссылке, агрегат студий/типов/18+, малая int8-модель

- src/fetch.py: загрузка по URL (allowlist трекеров, защита от SSRF, cp1251) - src/release.py: агрегат релиза, студии из заголовка раздачи (ПМ (LostFilm)) - predict --url, POST /predict {"url"}; ответ расширен, tracks сохранён - export_onnx --quantize: tiny2 int8 29 МБ, parity 99.2-100% - тесты (52 ok), docs/plan.md, docs; target/ убран из git Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-27 17:02:04 +07:00
1 parent 98e4031037
commit 8cbd800ec7
@@ -18,3 +18,6 @@ reports/*.png

 # служебное ZCode
 .zcode/
+
+# rust build
+target/
@@ -20,6 +20,29 @@ python -m src.predict --file page.txt --out result.json --model models/base
 HTML распознаётся по содержимому, так что `--html` и `--file`
 взаимозаменяемы.

+## Ссылка на раздачу и агрегат релиза
+
+```bash
+python -m src.predict --url https://rutracker.org/forum/viewtopic.php?t=123
+python -m src.predict --url https://kinozal.tv/details.php?id=1 --cookie "uid=..; pass=.."
+```
+
+Поддерживаются только rutracker / kinozal / nnm-club (allowlist доменов,
+редиректы за его пределы запрещены). Для `--html`, `--file` и `--url` ответ —
+агрегат релиза: к `tracks` добавлены
+
+| Поле | Описание |
+|---|---|
+| `studios` | уникальные `{studio, translation_type, is_18plus}` |
+| `translation_types` | отсортированный список типов релиза |
+| `is_18plus` | `true`, если 18+ хотя бы у одной дорожки |
+| `title` | заголовок раздачи (если найден в HTML) |
+| `tracker` | только для `--url` |
+
+Дорожки дедуплицируются по (тип, студия). Студии из заголовка раздачи вида
+`ПМ (LostFilm)`, которых нет в описании, добавляются с `source: "title"`
+(у остальных `source: "page"`). `--text` по-прежнему возвращает только `tracks`.
+
 ## Python API

 ```python
@@ -24,7 +24,9 @@ python -m src.service --model models/best --port 8000
 API:

 * `GET /health` → `{"status": "ok", "model": "...", "device": "...", "classes": [...]}`
-* `POST /predict` — ровно одно из полей:
+* `POST /predict` — ровно одно из полей (`url` принимает опциональный `cookie`;
+  ответ для `html`/`url` — агрегат релиза, см. docs/inference.md):
+  * `{"url": "https://rutracker.org/forum/viewtopic.php?t=…"}` → страница загружается сервисом;
  * `{"text": "Перевод: Дублированный | MovieDalen"}` → одна дорожка;
  * `{"html": "<html>…вся страница…"}` → все дорожки релиза.

@@ -105,6 +107,22 @@ $b = [Text.Encoding]::UTF8.GetBytes((@{ text = "Перевод: Дублиров
 Ответ сервис отдаёт с `charset=utf-8`, поэтому кириллица в ответе
 корректно декодируется и в PS 5.1.

+### grabber (PHP)
+
+kinozal требует авторизации, поэтому grabber скачивает страницу сам
+(`KinozalClient`) и отправляет сервису готовый HTML:
+
+```php
+$ch = curl_init('http://dub-ai:8000/predict');
+curl_setopt_array($ch, [
+    CURLOPT_POST => true, CURLOPT_RETURNTRANSFER => true, CURLOPT_TIMEOUT => 10,
+    CURLOPT_HTTPHEADER => ['Content-Type: application/json'],
+    CURLOPT_POSTFIELDS => json_encode(['html' => $html], JSON_UNESCAPED_UNICODE),
+]);
+$release = json_decode(curl_exec($ch), true);
+// $release['studios'], $release['translation_types'], $release['is_18plus']
+```
+
 ## Путь Б: ONNX без Python

 Экспорт (из корня проекта, после обучения):
@@ -113,6 +131,11 @@ $b = [Text.Encoding]::UTF8.GetBytes((@{ text = "Перевод: Дублиров
 python -m src.export_onnx            # -> models/best-onnx/ + reports/onnx_parity.md
 ```

+Для встраивания — малая модель: `python -m src.export_onnx --model models/tiny2
+--quantize` кладёт в `models/tiny2-onnx/` ещё и `model.int8.onnx` (29 МБ вместо
+~440 МБ у base; parity с PyTorch: тип 99.8%, спан 99.2%, 18+ 100% —
+`reports/onnx_parity_tiny2_int8.md`).
+
 Состав `models/best-onnx/`: `model.onnx` (входы `input_ids`,
 `attention_mask`, `token_type_ids` int64 [B, seq]; выходы `type_logits`
 [B, 14], `bio_logits` [B, seq, 3], `age_logits` [B, 2]), `tokenizer.json`
@@ -0,0 +1,78 @@
+# План доработки: модель озвучки для grabber
+
+## Цель
+
+По ссылке на раздачу (rutracker / kinozal / nnm-club) или её HTML определить
+**на уровне релиза**: какие дорожки озвучки есть, кто их сделал (студия /
+переводчик), какого они типа (дубляж, многоголосый, …) и есть ли 18+.
+Модель должна быть маленькой и встраиваемой в grabber.
+
+## Что уже есть (анализ)
+
+* Multi-task RuBERT (тип 14 классов + BIO-спан автора + 18+), 3742 строки,
+  joint exact 0.946 (base) / 0.915 (tiny2); ONNX-экспорт с parity 100%;
+  FastAPI-сервис; клиенты Rust/TS/PowerShell; тесты и документация.
+* grabber (`C:\Users\shats\Dev\grabber`) — **PHP 8.1 + Docker**, интеграции
+  Radarr/Sonarr/qBittorrent/Prowlarr; студии с kinozal разбирает регулярками
+  (`KinozalReleaseParser.php`, `ProwlarrReleaseEnricher.php`), идёт Rust-порт.
+  Естественный путь интеграции — **HTTP-сервис** (PHP ходит curl-ом), ONNX
+  нужен для Rust-порта.
+
+## Пробелы относительно задачи
+
+| # | Пробел | Решение |
+|---|---|---|
+| 1 | Нет входа «по ссылке» (только `text`/`html`) | `url` в CLI, сервисе, API: fetch (таймаут, UA, cp1251), определение трекера по домену |
+| 2 | Ответ — плоский список дорожек | Агрегат релиза: дедуп дорожек, уникальные студии с типами, `is_18plus` релиза; поле `tracks` не ломаем |
+| 3 | Заголовок раздачи (`/ ПМ (LostFilm) /`) не используется | fallback-парсинг title, если дорожек 0 или студии нет в дорожках |
+| 4 | kinozal: авторы грузятся JS | при работе по URL запросить вкладку озвучки напрямую (эндпоинт — из `data/samples/kinozal*.html`, не угадывать) |
+| 5 | «Маленькая» модель: best = base (~440 МБ) | tiny2 (30M) + ONNX + int8-квантизация; решение по цифрам parity/размера |
+| 6 | Precision 0.83 на rutracker | разобрать ложные срабатывания e2e — скорее всего регулярки сегментации |
+| 7 | В git закоммичен `examples/rust/*/target/` | `.gitignore` + удалить из индекса |
+
+## Порядок работ
+
+1. **Baseline**: tests + e2e на текущих моделях (цифры в конец документа).
+2. **URL + агрегат релиза** (`src/fetch.py`, `src/release.py`, эндпоинт
+   `POST /predict` с `url`, CLI `--url`).
+3. **Title-fallback** в `html_extract.py`.
+4. **kinozal-вкладка** (если эндпоинт найден в сэмплах).
+5. **Разбор false-positives** сегментации.
+6. **tiny2 + int8 ONNX**, замер размера/parity.
+7. **Тесты** на каждый пункт, обновление docs/README.
+8. `.gitignore` + чистка `target/`.
+
+## Критерии готовности
+
+* `python -m src.predict --url <ссылка>` печатает агрегат релиза;
+* e2e precision/recall не хуже baseline;
+* малая модель < ~40 МБ (int8), parity ≥ 99%;
+* тесты зелёные, docs обновлены.
+
+## Baseline
+
+Модель `models/best` (ruBert-base), `tests/e2e_check.py`:
+
+* rutracker: precision 0.826 / recall 0.984 (n=290);
+* kinozal: 0.107 / 0.107 (n=28) — в текстовых дампах нет авторов (JS), потолок данных;
+* smoke вне датасета: тип 9/10, автор 5/10, 18+ 10/10;
+* `tests/run_tests.py`: 34 ok.
+
+## Статус
+
+| Шаг | Состояние |
+|---|---|
+| 1 baseline | сделано |
+| 2 URL + агрегат релиза | сделано: `src/fetch.py`, `src/release.py`, `--url`, `POST /predict {"url"}` |
+| 3 title-fallback | сделано (`ПМ (LostFilm)` → дорожка с `source: "title"`); работает для HTML, у текстовых дампов заголовка нет |
+| 4 kinozal-вкладка | **не сделано** в сервисе: страница релиза требует авторизации, а `get_srv_details.php?id=…&pagesd=N` уже вызывает `KinozalClient.php` в grabber. Рекомендация: grabber скачивает вкладку сам и шлёт `{"html": …}` |
+| 5 false-positives сегментации | **не сделано** (precision rutracker 0.826 — отдельный разбор) |
+| 6 tiny2 + int8 | сделано: 29.3 МБ, parity 99.8% тип / 99.2% спан / 100% 18+ (`reports/onnx_parity_tiny2_int8.md`) |
+| 7 тесты | `run_tests.py`: 52 ok (URL allowlist/SSRF, декодирование, title, агрегат) |
+| 8 `target/` | сделано |
+
+## Открытые вопросы
+
+* Подтвердить, что grabber (PHP) интегрируется по HTTP (рекомендуется), а
+  Rust-порт — через ONNX int8 (`models/tiny2-onnx/model.int8.onnx`).
+* Качество tiny2 против base по e2e на страницах не мерили — только parity.
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