etl module added

modules/anime_etl/canonicalizer.py

@@ -0,0 +1,26 @@
+# anime_etl/canonicalizer.py
+from __future__ import annotations
+
+from models import SourceTitle, CanonicalTitle
+
+
+def source_title_to_canonical(src: SourceTitle) -> CanonicalTitle:
+    return CanonicalTitle(
+        id=None,
+        title_names=src.title_names,
+        studio=src.studio,
+        tags=list(src.tags),
+        poster=src.poster,
+
+        title_status=src.title_status,
+        rating=src.rating,
+        rating_count=src.rating_count,
+
+        release_year=src.release_year,
+        release_season=src.release_season,
+
+        season=src.season,
+        episodes_aired=src.episodes_aired,
+        episodes_all=src.episodes_all,
+        episodes_len=src.episodes_len,
+    )

modules/anime_etl/db/repository.py

@@ -0,0 +1,235 @@
+# anime_etl/db/repository.py
+from __future__ import annotations
+
+import json
+from typing import Optional, Dict, List
+
+import psycopg
+from psycopg.rows import dict_row
+
+from models import CanonicalTitle, Studio, Image
+from images.downloader import ensure_image_downloaded
+
+
+Conn = psycopg.AsyncConnection
+
+
+def _choose_primary_name(
+    title_names: Dict[str, List[str]],
+) -> Optional[tuple[str, str]]:
+    # (lang, name)
+    for lang in ("en", "romaji", "ja"):
+        variants = title_names.get(lang) or []
+        if variants:
+            return lang, variants[0]
+
+    for lang, variants in title_names.items():
+        if variants:
+            return lang, variants[0]
+
+    return None
+
+
+async def get_or_create_image(
+    conn: Conn,
+    img: Optional[Image],
+    *,
+    subdir: str = "posters",
+) -> Optional[int]:
+    if img is None or not img.image_path:
+        return None
+
+    # img.image_path сейчас — URL из AniList
+    url = img.image_path
+
+    # 1) решаем, куда кладём картинку, и если надо — скачиваем
+    rel_path = await ensure_image_downloaded(url, subdir=subdir)
+
+    async with conn.cursor(row_factory=dict_row) as cur:
+        # 2) пробуем найти уже существующую запись по относительному пути
+        await cur.execute(
+            "SELECT id FROM images WHERE image_path = %s",
+            (rel_path,),
+        )
+        row = await cur.fetchone()
+        if row:
+            return row["id"]
+
+        # 3) создаём новую запись
+        await cur.execute(
+            """
+            INSERT INTO images (storage_type, image_path)
+            VALUES (%s, %s)
+            RETURNING id
+            """,
+            ("local", rel_path),
+        )
+        row = await cur.fetchone()
+        return row["id"]
+
+
+async def get_or_create_studio(
+    conn: Conn,
+    studio: Optional[Studio],
+) -> Optional[int]:
+    if studio is None or not studio.name:
+        return None
+
+    async with conn.cursor(row_factory=dict_row) as cur:
+        # 1. Сначала ищем студию
+        await cur.execute(
+            "SELECT id, illust_id, studio_desc FROM studios WHERE studio_name = %s",
+            (studio.name,),
+        )
+        row = await cur.fetchone()
+
+        if row:
+            studio_id = row["id"]
+            illust_id = row["illust_id"]
+            studio_desc = row["studio_desc"]
+
+            # 1a. Если нет illust_id, а нам пришёл постер — докачаем и обновим
+            if illust_id is None and studio.poster is not None:
+                illust_id = await get_or_create_image(conn, studio.poster, subdir="studios")
+                await cur.execute(
+                    "UPDATE studios SET illust_id = %s WHERE id = %s",
+                    (illust_id, studio_id),
+                )
+
+            # 1b. Если нет описания, а enrich уже поднял description — обновим описание
+            if studio_desc is None and studio.description:
+                await cur.execute(
+                    "UPDATE studios SET studio_desc = %s WHERE id = %s",
+                    (studio.description, studio_id),
+                )
+
+            return studio_id
+
+        # 2. Студии нет — создаём
+        illust_id: Optional[int] = None
+        if studio.poster is not None:
+            illust_id = await get_or_create_image(conn, studio.poster, subdir="studios")
+
+        await cur.execute(
+            """
+            INSERT INTO studios (studio_name, illust_id, studio_desc)
+            VALUES (%s, %s, %s)
+            RETURNING id
+            """,
+            (studio.name, illust_id, studio.description),
+        )
+        row = await cur.fetchone()
+        return row["id"]
+
+async def find_title_id_by_name_and_year(
+    conn: Conn,
+    title_names: Dict[str, List[str]],
+    release_year: Optional[int],
+) -> Optional[int]:
+    if release_year is None:
+        return None
+
+    pair = _choose_primary_name(title_names)
+    if not pair:
+        return None
+
+    lang, primary_name = pair
+    probe = json.dumps({lang: [primary_name]})
+
+    async with conn.cursor(row_factory=dict_row) as cur:
+        await cur.execute(
+            """
+            SELECT id
+            FROM titles
+            WHERE release_year = %s
+              AND title_names @> %s::jsonb
+            LIMIT 1
+            """,
+            (release_year, probe),
+        )
+        row = await cur.fetchone()
+
+    if not row:
+        return None
+
+    return row["id"]
+
+
+async def insert_title(
+    conn: Conn,
+    title: CanonicalTitle,
+    studio_id: Optional[int],
+    poster_id: Optional[int],
+) -> int:
+    episodes_len_json = (
+        json.dumps(title.episodes_len) if title.episodes_len is not None else None
+    )
+
+    async with conn.cursor(row_factory=dict_row) as cur:
+        await cur.execute(
+            """
+            INSERT INTO titles (
+                title_names,
+                studio_id,
+                poster_id,
+                title_status,
+                rating,
+                rating_count,
+                release_year,
+                release_season,
+                season,
+                episodes_aired,
+                episodes_all,
+                episodes_len
+            )
+            VALUES (
+                %s::jsonb,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s,
+                %s::jsonb
+            )
+            RETURNING id
+            """,
+            (
+                json.dumps(title.title_names),
+                studio_id,
+                poster_id,
+                title.title_status,
+                title.rating,
+                title.rating_count,
+                title.release_year,
+                title.release_season,
+                title.season,
+                title.episodes_aired,
+                title.episodes_all,
+                episodes_len_json,
+            ),
+        )
+        row = await cur.fetchone()
+        return row["id"]
+
+
+
+async def insert_title_if_not_exists(
+    conn: Conn,
+    title: CanonicalTitle,
+    studio_id: Optional[int],
+    poster_id: Optional[int],
+) -> int:
+    existing_id = await find_title_id_by_name_and_year(
+        conn,
+        title.title_names,
+        title.release_year,
+    )
+    if existing_id is not None:
+        return existing_id
+
+    return await insert_title(conn, title, studio_id, poster_id)

modules/anime_etl/images/downloader.py

@@ -0,0 +1,77 @@
+from __future__ import annotations
+
+import asyncio
+import hashlib
+import os
+from pathlib import Path
+from typing import Tuple
+from urllib.parse import urlparse
+
+import httpx
+
+# Корень хранилища картинок внутри контейнера/процесса
+MEDIA_ROOT = Path(os.getenv("NYANIMEDB_MEDIA_ROOT", "media")).resolve()
+
+
+def _guess_ext_from_url(url: str) -> str:
+    path = urlparse(url).path
+    _, ext = os.path.splitext(path)
+    if ext and len(ext) <= 5:
+        return ext
+    return ".jpg"
+
+
+def _build_rel_path_from_hash(h: str, ext: str, subdir: str = "posters") -> Tuple[str, Path]:
+    """
+    Строим путь вида subdir/ab/cd/<hash>.ext по sha1-хешу содержимого.
+    """
+    level1 = h[:2]
+    level2 = h[2:4]
+    rel = f"{subdir}/{level1}/{level2}/{h}{ext}"
+    abs_path = MEDIA_ROOT / rel
+    return rel, abs_path
+
+
+async def _fetch_bytes(url: str) -> bytes:
+    async with httpx.AsyncClient(timeout=20.0) as client:
+        r = await client.get(url)
+        r.raise_for_status()
+        return r.content
+
+
+async def ensure_image_downloaded(url: str, subdir: str = "posters") -> str:
+    """
+    Гарантирует, что картинка по URL лежит в MEDIA_ROOT/subdir в структуре:
+      subdir/ab/cd/<sha1(content)>.ext
+
+    Возвращает относительный путь (для записи в БД).
+    Один и тот же файл (по содержимому) всегда даёт один и тот же путь,
+    даже если URL меняется.
+    """
+    # Скачиваем данные
+    data = await _fetch_bytes(url)
+
+    # Хешируем именно содержимое, а не URL
+    h = hashlib.sha1(data).hexdigest()
+    ext = _guess_ext_from_url(url)
+
+    rel, abs_path = _build_rel_path_from_hash(h, ext, subdir=subdir)
+
+    # Если файл уже есть (другой процесс/воркер успел сохранить) — просто возвращаем путь
+    if abs_path.exists():
+        return rel
+
+    abs_path.parent.mkdir(parents=True, exist_ok=True)
+
+    # Пишем во временный файл и затем делаем atomic rename
+    tmp_path = abs_path.with_suffix(abs_path.suffix + ".tmp")
+
+    def _write() -> None:
+        with open(tmp_path, "wb") as f:
+            f.write(data)
+        # os.replace атомарно заменит файл, даже если он уже появился
+        os.replace(tmp_path, abs_path)
+
+    await asyncio.to_thread(_write)
+
+    return rel

modules/anime_etl/jikan_studio_enricher.py

@@ -0,0 +1,38 @@
+from __future__ import annotations
+
+from typing import Optional
+
+from models import Studio
+from sources.jikan_async_client import search_producer, fetch_producer_full
+
+
+async def enrich_studio_with_jikan_desc(studio: Studio) -> Studio:
+    """
+    Если у студии нет description — ищем её в Jikan и подтягиваем about.
+
+    Ничего не ломает:
+    - если не нашли / нет about — возвращаем студию как есть
+    - poster/id не трогаем
+    """
+    if not studio or studio.description:
+        return studio
+
+    matches = await search_producer(studio.name, limit=1)
+    if not matches:
+        return studio
+
+    mal_id = matches[0].get("mal_id")
+    if not isinstance(mal_id, int):
+        return studio
+
+    full = await fetch_producer_full(mal_id)
+    if not full:
+        return studio
+
+    about = full.get("about")
+    if not isinstance(about, str) or not about.strip():
+        return studio
+
+    # лёгкая нормализация: убираем лишние переносы/пробелы
+    studio.description = " ".join(about.split())
+    return studio

modules/anime_etl/mappers/anilist_filters.py

@@ -0,0 +1,35 @@
+SEASON = {
+    "winter": "WINTER",
+    "spring": "SPRING",
+    "summer": "SUMMER",
+    "fall": "FALL",
+}
+
+FORMAT = {
+    "tv": "TV",
+    "movie": "MOVIE",
+    "ova": "OVA",
+    "ona": "ONA",
+    "special": "SPECIAL",
+    "music": "MUSIC",
+}
+
+def to_anilist_filters(local: dict) -> dict:
+    """Наши фильтры → AniList GraphQL variables."""
+    q = local.get("query")
+    year = local.get("year")
+    season = SEASON.get(local.get("season"))
+    fmt = FORMAT.get(local.get("type"))
+    limit = local.get("limit", 10)
+
+    variables = {
+        "page": 1,
+        "perPage": limit,
+    }
+
+    if q: variables["search"] = q
+    if year: variables["seasonYear"] = year
+    if season: variables["season"] = season
+    if fmt: variables["format"] = fmt
+
+    return variables

modules/anime_etl/normalizers/anilist_normalizer.py

@@ -0,0 +1,184 @@
+# anime_etl/anilist_normalizer.py
+from __future__ import annotations
+
+from typing import Any, Dict, List, Optional
+
+from models import Source, SourceTitle, Studio, Image, Tag
+from utils.season_resolver import resolve_season_from_media
+
+STATUS_MAP: Dict[str, str] = {
+    "FINISHED": "finished",
+    "RELEASING": "ongoing",
+    "NOT_YET_RELEASED": "planned",
+    "CANCELLED": "planned",
+    "HIATUS": "ongoing",
+}
+
+SEASON_MAP: Dict[str, str] = {
+    "WINTER": "winter",
+    "SPRING": "spring",
+    "SUMMER": "summer",
+    "FALL": "fall",
+}
+
+
+def _title_names(media: Dict[str, Any]) -> Dict[str, List[str]]:
+    t = media.get("title") or {}
+    native = t.get("native")
+    english = t.get("english")
+    romaji = t.get("romaji")
+
+    res: Dict[str, List[str]] = {}
+    if native:
+        res.setdefault("ja", []).append(native)
+    if english:
+        res.setdefault("en", []).append(english)
+    if romaji:
+        res.setdefault("romaji", []).append(romaji)
+    return res
+
+
+def _studio(media: Dict[str, Any]) -> Optional[Studio]:
+    studios_nodes = (media.get("studios") or {}).get("nodes") or []
+    if not studios_nodes:
+        return None
+    name = studios_nodes[0].get("name")
+    if not name:
+        return None
+    return Studio(id=None, name=name, poster=None, description=None)
+
+
+def _tags(media: Dict[str, Any]) -> List[Tag]:
+    genres = media.get("genres") or []
+    res: List[Tag] = []
+    for g in genres:
+        if g:
+            res.append(Tag(names={"en": g}))
+    return res
+
+
+def _poster(media: Dict[str, Any]) -> Optional[Image]:
+    cover = media.get("coverImage") or {}
+    url = cover.get("extraLarge") or cover.get("large")
+    if not url:
+        return None
+    return Image(id=None, storage_type=None, image_path=url)
+
+
+def _status(media: Dict[str, Any]) -> Optional[str]:
+    raw = media.get("status")
+    if not raw:
+        return None
+    return STATUS_MAP.get(raw)
+
+
+def _rating(media: Dict[str, Any]) -> Optional[float]:
+    avg = media.get("averageScore")
+    if avg is None:
+        return None
+    try:
+        return float(avg) / 10.0
+    except (TypeError, ValueError):
+        return None
+
+
+def _rating_count(media: Dict[str, Any]) -> Optional[int]:
+    pop = media.get("popularity")
+    if pop is None:
+        return None
+    try:
+        return int(pop)
+    except (TypeError, ValueError):
+        return None
+
+
+def _year_and_season(media: Dict[str, Any]) -> tuple[Optional[int], Optional[str]]:
+    year = media.get("seasonYear")
+    raw_season = media.get("season")
+    release_year = year if isinstance(year, int) else None
+    release_season = None
+    if isinstance(raw_season, str):
+        release_season = SEASON_MAP.get(raw_season.upper())
+    return release_year, release_season
+
+
+def _episodes(media: Dict[str, Any]) -> tuple[Optional[int], Optional[int]]:
+    episodes_all = media.get("episodes")
+    if not isinstance(episodes_all, int):
+        episodes_all = None
+
+    next_ep = media.get("nextAiringEpisode") or {}
+    ep_num = next_ep.get("episode") if isinstance(next_ep, dict) else None
+    if not isinstance(ep_num, int):
+        ep_num = None
+
+    # базовая логика
+    if ep_num is not None:
+        episodes_aired = ep_num - 1
+    else:
+        episodes_aired = episodes_all
+
+    # приведение к инварианту БД:
+    # либо обе NULL, либо обе заданы и episodes_aired <= episodes_all
+    if episodes_aired is None and episodes_all is None:
+        return None, None
+
+    if episodes_all is None and episodes_aired is not None:
+        episodes_all = episodes_aired
+
+    if episodes_aired is None and episodes_all is not None:
+        episodes_aired = episodes_all
+
+    if (
+        episodes_aired is not None
+        and episodes_all is not None
+        and episodes_aired > episodes_all
+    ):
+        episodes_aired = episodes_all
+
+    return episodes_aired, episodes_all
+
+
+
+def _episodes_len(media: Dict[str, Any]) -> Optional[Dict[str, float]]:
+    duration = media.get("duration")
+    if duration is None:
+        return None
+    try:
+        return {"default": float(duration)}
+    except (TypeError, ValueError):
+        return None
+
+
+def normalize_media(media: Dict[str, Any]) -> SourceTitle:
+    """AniList Media JSON -> наш SourceTitle."""
+    title_names = _title_names(media)
+    studio = _studio(media)
+    tags = _tags(media)
+    poster = _poster(media)
+    title_status = _status(media)
+    rating = _rating(media)
+    rating_count = _rating_count(media)
+    release_year, release_season = _year_and_season(media)
+    episodes_aired, episodes_all = _episodes(media)
+    episodes_len = _episodes_len(media)
+
+    season = resolve_season_from_media(media)
+
+    return SourceTitle(
+        source=Source.ANILIST,
+        external_id=str(media["id"]),
+        title_names=title_names,
+        studio=studio,
+        tags=tags,
+        poster=poster,
+        title_status=title_status,
+        rating=rating,
+        rating_count=rating_count,
+        release_year=release_year,
+        release_season=release_season,
+        season=season,
+        episodes_aired=episodes_aired,
+        episodes_all=episodes_all,
+        episodes_len=episodes_len,
+    )

modules/anime_etl/pyproject.toml

@@ -0,0 +1,13 @@
+[project]
+name = "anime-etl"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "aio-pika>=9.5.8",
+    "httpx>=0.28.1",
+    "psycopg[binary]>=3.3.1",
+    "pydantic>=2.12.5",
+    "python-dotenv>=1.2.1",
+]

modules/anime_etl/rabbit_worker.py

@@ -0,0 +1,123 @@
+from __future__ import annotations
+
+import asyncio
+import json
+import os
+import sys
+from typing import Any, Dict
+
+from dotenv import load_dotenv
+
+import aio_pika
+import psycopg
+from psycopg.rows import dict_row
+
+from services.anilist_importer import AniListImporter
+
+load_dotenv()
+
+PG_DSN = os.getenv("NYANIMEDB_PG_DSN")
+RMQ_URL = os.getenv("NYANIMEDB_RABBITMQ_URL", "amqp://guest:guest@10.1.0.65:5672/")
+RPC_QUEUE_NAME = os.getenv("NYANIMEDB_IMPORT_RPC_QUEUE", "anime_import_rpc")
+
+
+def rmq_request_to_filters(payload: Dict[str, Any]) -> Dict[str, Any]:
+    filters: Dict[str, Any] = {}
+
+    name = payload.get("name")
+    if isinstance(name, str) and name.strip():
+        filters["query"] = name.strip()
+
+    year = payload.get("year")
+    if isinstance(year, int) and year > 0:
+        filters["year"] = year
+
+    season = payload.get("season")
+    if isinstance(season, str) and season:
+        filters["season"] = season.lower()
+
+    filters.setdefault("limit", 10)
+    return filters
+
+
+def create_handler(channel: aio_pika.Channel):
+    async def handle_message(message: aio_pika.IncomingMessage) -> None:
+        async with message.process():
+            try:
+                payload = json.loads(message.body.decode("utf-8"))
+            except json.JSONDecodeError:
+                return
+
+            if not isinstance(payload, dict):
+                return
+
+            filters = rmq_request_to_filters(payload)
+            timestamp = payload.get("timestamp")
+
+            try:
+                async with await psycopg.AsyncConnection.connect(
+                    PG_DSN,
+                    row_factory=dict_row,
+                ) as conn:
+                    importer = AniListImporter()
+                    titles = await importer.import_by_filters_in_tx(conn, filters)
+
+                response: dict[str, Any] = {
+                    "timestamp": timestamp,
+                    "ok": True,
+                    "titles": titles,
+                    "error": None,
+                }
+
+            except Exception as e:
+                response = {
+                    "timestamp": timestamp,
+                    "ok": False,
+                    "titles": [],
+                    "error": {
+                        "code": "import_failed",
+                        "message": str(e),
+                    },
+                }
+
+            body = json.dumps(response).encode("utf-8")
+
+            if message.reply_to:
+                await channel.default_exchange.publish(
+                    aio_pika.Message(
+                        body=body,
+                        content_type="application/json",
+                        correlation_id=message.correlation_id,
+                    ),
+                    routing_key=message.reply_to,
+                )
+
+    return handle_message
+
+
+async def main() -> None:
+    if not PG_DSN:
+        raise RuntimeError("NYANIMEDB_PG_DSN is not set")
+
+    connection = await aio_pika.connect_robust(RMQ_URL)
+    channel = await connection.channel()
+
+    queue = await channel.declare_queue(
+        RPC_QUEUE_NAME,
+        durable=True,
+    )
+
+    handler = create_handler(channel)
+    await queue.consume(handler)
+
+    try:
+        await asyncio.Future()  # run forever
+    finally:
+        await connection.close()
+
+
+if __name__ == "__main__":
+    if sys.platform.startswith("win"):
+        asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
+
+    asyncio.run(main())

modules/anime_etl/services/anilist_importer.py

@@ -0,0 +1,93 @@
+# anime_etl/services/anilist_importer.py
+from __future__ import annotations
+
+from typing import Any, Dict, List
+
+import psycopg
+from psycopg.rows import dict_row
+
+from sources.anilist_source import AniListSource
+from canonicalizer import source_title_to_canonical
+from db.repository import (
+    get_or_create_studio,
+    get_or_create_image,
+    insert_title_if_not_exists,
+)
+from models import CanonicalTitle
+from jikan_studio_enricher import enrich_studio_with_jikan_desc
+
+
+Conn = psycopg.AsyncConnection
+
+
+class AniListImporter:
+    def __init__(self, source: AniListSource | None = None) -> None:
+        self._source = source or AniListSource()
+
+    async def import_by_filters_in_tx(
+        self,
+        conn: Conn,
+        filters: Dict[str, Any],
+    ) -> List[Dict[str, Any]]:
+        """
+        Выполнить импорт в рамках одной транзакции:
+        - поиск в AniList
+        - канонизация
+        - обогащение студии (Jikan)
+        - get_or_create_studio (+ illust_id)
+        - скачивание постера тайтла -> images
+        - insert_title_if_not_exists
+        """
+        async with conn.transaction():
+            return await self._import_by_filters(conn, filters)
+
+    async def _import_by_filters(
+        self,
+        conn: Conn,
+        filters: Dict[str, Any],
+    ) -> List[Dict[str, Any]]:
+        source_titles = await self._source.search(filters)
+
+        results: List[Dict[str, Any]] = []
+
+        for st in source_titles:
+            canonical: CanonicalTitle = source_title_to_canonical(st)
+
+            # 1) обогатить студию описанием из Jikan (если есть студия и ещё нет description)
+            if canonical.studio is None:
+                continue
+            canonical.studio = await enrich_studio_with_jikan_desc(canonical.studio)
+
+            # 2) создать/обновить студию (studio_name, illust_id, studio_desc)
+            studio_id = await get_or_create_studio(conn, canonical.studio)
+
+            # 3) скачать постер тайтла и создать запись в images
+            poster_id = await get_or_create_image(conn, canonical.poster, subdir="posters")
+
+            # 4) создать тайтл, если его ещё нет (с учётом studio_id и poster_id)
+            title_id = await insert_title_if_not_exists(conn, canonical, studio_id, poster_id)
+
+            results.append(
+                {
+                    "id": title_id,
+                    "title_names": canonical.title_names,
+                    "release_year": canonical.release_year,
+                    "release_season": canonical.release_season,
+                    "season": canonical.season,
+                }
+            )
+
+        return results
+
+
+async def import_from_anilist(
+    dsn: str,
+    filters: Dict[str, Any],
+) -> List[Dict[str, Any]]:
+    """
+    Открывает подключение к БД, делает транзакцию и импорт.
+    """
+    importer = AniListImporter()
+
+    async with await psycopg.AsyncConnection.connect(dsn, row_factory=dict_row) as conn:
+        return await importer.import_by_filters_in_tx(conn, filters)

modules/anime_etl/sources/jikan_async_client.py

@@ -0,0 +1,54 @@
+import asyncio
+from typing import Any, Dict, List, Optional
+
+import httpx
+
+from rate_limiter import JIKAN_RATE_LIMITER
+
+BASE_URL = "https://api.jikan.moe/v4"
+CLIENT = httpx.AsyncClient(timeout=15.0)
+
+
+async def _get(path: str, params: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
+    """
+    Обёртка над GET с ретраями и rate-limit'ом.
+    """
+    url = f"{BASE_URL}{path}"
+    last_exc: Exception | None = None
+
+    for i in range(5):
+        await JIKAN_RATE_LIMITER.acquire()
+        try:
+            r = await CLIENT.get(url, params=params)
+            r.raise_for_status()
+            return r.json()
+        except Exception as exc:
+            last_exc = exc
+            await asyncio.sleep(1 * 2**i)
+
+    raise RuntimeError(f"Jikan unreachable: {last_exc!r}")
+
+
+async def search_producer(name: str, limit: int = 1) -> List[Dict[str, Any]]:
+    """
+    Поиск студии/продюсера по имени.
+
+    Возвращает список элементов из data[]:
+    [{ "mal_id": int, "name": str, ... }, ...]
+    """
+    if not name:
+        return []
+
+    data = await _get("/producers", {"q": name, "limit": limit})
+    return data.get("data") or []
+
+
+async def fetch_producer_full(mal_id: int) -> Optional[Dict[str, Any]]:
+    """
+    Полная инфа по producer'у (есть поле about).
+    """
+    if not isinstance(mal_id, int):
+        return None
+
+    data = await _get(f"/producers/{mal_id}/full")
+    return data.get("data") or None

modules/anime_etl/utils/season_resolver.py

@@ -0,0 +1,89 @@
+# anime_etl/utils/season_resolver.py
+from __future__ import annotations
+
+import re
+from typing import Optional
+
+
+_ROMAN = {
+    "I": 1, "II": 2, "III": 3, "IV": 4,
+    "V": 5, "VI": 6, "VII": 7, "VIII": 8,
+    "IX": 9, "X": 10,
+}
+
+
+def _roman_to_int(token: str) -> Optional[int]:
+    return _ROMAN.get(token.upper())
+
+
+# Паттерны типа:
+# - "Season 2"
+# - "2nd Season"
+# - "S3"
+# - "III"
+_SEASON_PATTERNS = [
+    # "Season 2"
+    re.compile(r"\bseason\s*(\d{1,2})\b", re.IGNORECASE),
+    # "2nd Season"
+    re.compile(r"\b(\d{1,2})(?:st|nd|rd|th)\s+season\b", re.IGNORECASE),
+    # "S3"
+    re.compile(r"\bs(\d{1,2})\b", re.IGNORECASE),
+    # одиночное число (осторожно, поэтому используем как самый последний fallback)
+    re.compile(r"\b(\d{1,2})\b"),
+    # римские цифры: "III"
+    re.compile(r"\b([IVX]{1,5})\b", re.IGNORECASE),
+]
+
+
+def extract_season_number_from_title(name: str) -> Optional[int]:
+    name = name.strip()
+    if not name:
+        return None
+
+    for pat in _SEASON_PATTERNS:
+        m = pat.search(name)
+        if not m:
+            continue
+
+        token = m.group(1)
+
+        # пробуем римские
+        roman = _roman_to_int(token)
+        if roman is not None:
+            return roman
+
+        # иначе просто число
+        try:
+            return int(token)
+        except ValueError:
+            continue
+
+    return None
+
+
+def resolve_season_from_media(media: dict) -> Optional[int]:
+    """
+    Определяем номер сезона по данным AniList Media.
+
+    Логика:
+      - Если формат не TV/ONA → считаем, что это не нумерованный сезон (OVA/MOVIE/...)
+      - Берём title.english / romaji / native, пытаемся вытащить номер через regex.
+    """
+    fmt = media.get("format")
+    if fmt not in ("TV", "ONA"):
+        return None
+
+    title = media.get("title") or {}
+    candidates: list[str] = []
+
+    for key in ("english", "romaji", "native"):
+        v = title.get(key)
+        if isinstance(v, str):
+            candidates.append(v)
+
+    for name in candidates:
+        n = extract_season_number_from_title(name)
+        if n is not None:
+            return n
+
+    return None

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