feat: flat design Sunset Glitch + download manager + settings + recommendations overhaul

- Sunset Glitch color palette applied to all templates
- Font Awesome icons throughout UI
- Download manager with parallel queue and progress tracking
- Settings page with dynamic configuration
- Recommendations router enhanced with scoring
- Local vendor libs (Alpine.js, HTMX) for offline support
- Auto test suite with screenshots
- Series releases list component
- New download model

app/database.py

@@ -23,6 +23,7 @@ def create_db_and_tables():
     from app.models.favorites import FavoriteTable
     from app.models.sonarr import SonarrMappingTable, SonarrConfigTable
     from app.models.settings import AppSettingsTable
+    from app.models.download import DownloadTaskTable
     
     SQLModel.metadata.create_all(engine)
     

app/download_manager.py

@@ -2,13 +2,16 @@ import asyncio
 import os
 import uuid
 import logging
-import asyncio
 from datetime import datetime
 from pathlib import Path
 from typing import Dict, Optional
 import httpx
 from app.models import DownloadTask, DownloadStatus, DownloadRequest
+from app.models.download import DownloadTaskTable
+from app.database import engine
+from sqlmodel import Session, select
 from app.downloaders import get_downloader
+from app.utils import sanitize_filename
 
 logger = logging.getLogger(__name__)
 
@@ -24,6 +27,92 @@ class DownloadManager:
         self.active_downloads: Dict[str, asyncio.Task] = {}
         self._semaphore = asyncio.Semaphore(max_parallel)
 
+    # ==================== DB Persistence ====================
+
+    def _save_task_to_db(self, task: DownloadTask) -> None:
+        """Persist a download task to the database (upsert)."""
+        try:
+            with Session(engine) as session:
+                existing = session.get(DownloadTaskTable, task.id)
+                if existing:
+                    existing.url = task.url
+                    existing.filename = task.filename
+                    existing.host = task.host.value if hasattr(task.host, 'value') else str(task.host)
+                    existing.status = task.status.value if hasattr(task.status, 'value') else str(task.status)
+                    existing.progress = task.progress
+                    existing.downloaded_bytes = task.downloaded_bytes
+                    existing.total_bytes = task.total_bytes
+                    existing.speed = task.speed
+                    existing.error = task.error
+                    existing.started_at = task.started_at
+                    existing.completed_at = task.completed_at
+                    existing.file_path = task.file_path
+                    session.add(existing)
+                    session.commit()
+                else:
+                    db_task = DownloadTaskTable(
+                        id=task.id,
+                        url=task.url,
+                        filename=task.filename,
+                        host=task.host.value if hasattr(task.host, 'value') else str(task.host),
+                        status=task.status.value if hasattr(task.status, 'value') else str(task.status),
+                        progress=task.progress,
+                        downloaded_bytes=task.downloaded_bytes,
+                        total_bytes=task.total_bytes,
+                        speed=task.speed,
+                        error=task.error,
+                        created_at=task.created_at,
+                        started_at=task.started_at,
+                        completed_at=task.completed_at,
+                        file_path=task.file_path,
+                    )
+                    session.add(db_task)
+                    session.commit()
+        except Exception as e:
+            logger.error(f"Failed to save task {task.id} to DB: {e}", exc_info=True)
+
+    def _delete_task_from_db(self, task_id: str) -> None:
+        """Remove a download task from the database."""
+        try:
+            with Session(engine) as session:
+                db_task = session.get(DownloadTaskTable, task_id)
+                if db_task:
+                    session.delete(db_task)
+                    session.commit()
+        except Exception as e:
+            logger.error(f"Failed to delete task {task_id} from DB: {e}", exc_info=True)
+
+    def _load_tasks_from_db(self) -> None:
+        """Load persisted download tasks from the database into memory."""
+        try:
+            with Session(engine) as session:
+                statement = select(DownloadTaskTable)
+                db_tasks = session.exec(statement).all()
+                for db_task in db_tasks:
+                    if db_task.id not in self.tasks:
+                        task = DownloadTask(
+                            id=db_task.id,
+                            url=db_task.url,
+                            filename=db_task.filename,
+                            host="other",
+                            status=DownloadStatus(db_task.status),
+                            progress=db_task.progress,
+                            downloaded_bytes=db_task.downloaded_bytes,
+                            total_bytes=db_task.total_bytes,
+                            speed=db_task.speed,
+                            error=db_task.error,
+                            created_at=db_task.created_at,
+                            started_at=db_task.started_at,
+                            completed_at=db_task.completed_at,
+                            file_path=db_task.file_path,
+                        )
+                        self.tasks[task.id] = task
+                logger.info(f"Loaded {len(db_tasks)} download tasks from database")
+        except Exception as e:
+            logger.error(f"Failed to load tasks from DB: {e}", exc_info=True)
+
+    # ==================== Task Management ====================
+
     def get_task(self, task_id: str) -> Optional[DownloadTask]:
         return self.tasks.get(task_id)
 
@@ -60,6 +149,8 @@ class DownloadManager:
             created_at=datetime.now()
         )
         self.tasks[task_id] = task
+        # Persist to database
+        self._save_task_to_db(task)
         return task
 
     async def start_download(self, task_id: str):
@@ -82,6 +173,7 @@ class DownloadManager:
         task = self.tasks.get(task_id)
         if task and task.status == DownloadStatus.DOWNLOADING:
             task.status = DownloadStatus.PAUSED
+            self._save_task_to_db(task)
             if task_id in self.active_downloads:
                 self.active_downloads[task_id].cancel()
                 del self.active_downloads[task_id]
@@ -90,6 +182,7 @@ class DownloadManager:
         task = self.tasks.get(task_id)
         if task:
             task.status = DownloadStatus.CANCELLED
+            self._save_task_to_db(task)
             if task_id in self.active_downloads:
                 self.active_downloads[task_id].cancel()
                 del self.active_downloads[task_id]
@@ -112,14 +205,16 @@ class DownloadManager:
                 if task.file_path and os.path.exists(task.file_path):
                     os.remove(task.file_path)
 
-            # Remove from tasks dict
+            # Remove from tasks dict and database
             del self.tasks[task_id]
+            self._delete_task_from_db(task_id)
 
     async def _download(self, task: DownloadTask):
         async with self._semaphore:
             try:
                 task.status = DownloadStatus.DOWNLOADING
                 task.started_at = datetime.now()
+                self._save_task_to_db(task)
 
                 # Get downloader and extract link
                 downloader = get_downloader(task.url)
@@ -150,6 +245,9 @@ class DownloadManager:
                 else:
                     logger.debug(f"Task filename kept as: {task.filename}")
 
+                # Sanitize filename to prevent path traversal and invalid characters
+                task.filename = sanitize_filename(task.filename)
+
                 task.file_path = str(self.download_dir / task.filename)
 
                 # Check if URL is HLS/m3u8 - use ffmpeg to download
@@ -157,6 +255,7 @@ class DownloadManager:
                     logger.info(f"Detected HLS stream, using ffmpeg to download: {task.filename}")
                     success = await self._download_hls(download_url, task)
                     if success:
+                        self._save_task_to_db(task)
                         return
                     # If ffmpeg fails, fall through to regular download attempt
                     logger.warning("ffmpeg download failed, trying regular download")
@@ -167,8 +266,12 @@ class DownloadManager:
                     # Move file to expected location if different
                     import shutil
                     if download_url != task.file_path:
-                        shutil.move(download_url, task.file_path)
-                        logger.debug(f"Moved file to: {task.file_path}")
+                        try:
+                            shutil.move(download_url, task.file_path)
+                            logger.debug(f"Moved file to: {task.file_path}")
+                        except shutil.Error:
+                            # Same file, no move needed
+                            pass
 
                     # Mark as complete
                     file_size = os.path.getsize(task.file_path)
@@ -178,6 +281,7 @@ class DownloadManager:
                     task.downloaded_bytes = file_size
                     task.total_bytes = file_size
                     task.completed_at = datetime.now()
+                    self._save_task_to_db(task)
                     return
 
                 # Check if file already exists and is complete (for VidMoly which downloads directly)
@@ -190,6 +294,7 @@ class DownloadManager:
                         task.downloaded_bytes = file_size
                         task.total_bytes = file_size
                         task.completed_at = datetime.now()
+                        self._save_task_to_db(task)
                         return
 
                 # Check for partial download (resume)
@@ -241,6 +346,7 @@ class DownloadManager:
             except Exception as e:
                 task.status = DownloadStatus.FAILED
                 task.error = str(e)
+                self._save_task_to_db(task)
             finally:
                 if task.id in self.active_downloads:
                     del self.active_downloads[task.id]
@@ -269,9 +375,11 @@ class DownloadManager:
 
             async for chunk in response.aiter_bytes(chunk_size=1024 * 1024):
                 if task.status == DownloadStatus.CANCELLED:
+                    self._save_task_to_db(task)
                     return
 
                 if task.status == DownloadStatus.PAUSED:
+                    self._save_task_to_db(task)
                     return
 
                 f.write(chunk)
@@ -295,6 +403,9 @@ class DownloadManager:
         final_size = os.path.getsize(task.file_path) if os.path.exists(task.file_path) else 0
         logger.info(f" ✅ Completed: {task.filename} ({final_size / (1024*1024):.2f} MB)")
 
+        # Persist to database
+        self._save_task_to_db(task)
+
     async def _download_hls(self, m3u8_url: str, task: DownloadTask) -> bool:
         """Download HLS/m3u8 stream using ffmpeg"""
         import subprocess
@@ -386,6 +497,7 @@ class DownloadManager:
                     task.downloaded_bytes = file_size
                     task.total_bytes = file_size
                     task.completed_at = datetime.now()
+                    self._save_task_to_db(task)
                     return True
                 else:
                     logger.error(f"HLS download failed: file not created")

app/downloaders/anime_sites/animesama.py

@@ -144,12 +144,34 @@ class AnimeSamaDownloader(BaseAnimeSite):
                 logger.info(f"Direct video URL detected: {url[:60]}... -> {filename}")
                 return url, filename
 
-            # Check if URL contains the anime page context (format: video_url|anime_page_url|episode_title?)
+            # Check if URL contains the anime page context (format: video_url|...|anime_page_url|episode_title)
+            # The LAST two parts are always anime_page_url and episode_title.
+            # Everything before them is video URLs (multiple sources for fallback).
             if "|" in url:
                 parts = url.split("|")
-                video_url = parts[0]
-                anime_page_url = parts[1] if len(parts) > 1 else None
-                episode_title = parts[2] if len(parts) > 2 else None
+                # Correctly identify anime_page_url (2nd to last) and episode_title (last)
+                if len(parts) >= 3:
+                    # Multiple video URLs + anime_page_url + episode_title
+                    potential_anime_url = parts[-2].strip()
+                    potential_title = parts[-1].strip()
+                    # Validate: anime_page_url should look like a URL
+                    # episode_title should NOT look like a URL
+                    if potential_title and not potential_title.startswith("http"):
+                        anime_page_url = potential_anime_url if potential_anime_url.startswith("http") else None
+                        episode_title = potential_title
+                    elif len(parts) >= 5 and parts[-2].startswith("http"):
+                        # Last part is also a URL (no episode title) - 2nd to last is anime page URL
+                        anime_page_url = potential_anime_url
+                        episode_title = None
+                    else:
+                        anime_page_url = None
+                        episode_title = None
+                    # Pass the full URL to fallback (it parses correctly)
+                    video_url = url
+                else:
+                    video_url = parts[0]
+                    anime_page_url = parts[1] if len(parts) > 1 else None
+                    episode_title = None
 
                 logger.debug(
                     f"Split URL - video: {video_url[:60]}..., anime: {anime_page_url}, episode: {episode_title}"
@@ -160,6 +182,7 @@ class AnimeSamaDownloader(BaseAnimeSite):
                     video_url,
                     anime_page_url=anime_page_url,
                     episode_title=episode_title,
+                    target_filename=target_filename,
                 )
 
             # Check if this is a third-party host URL

app/downloaders/series_sites/fs7.py

@@ -23,7 +23,7 @@ class FS7Downloader(BaseSeriesSite):
         self.id = "fs7"
         self.provider_id = "fs7"
         self.default_domain = "fs7.lol"
-        self.test_tlds = ["lol", "com", "net", "org", "tv", "ws", "cc", "co"]
+        self.test_tlds = ["lol", "one", "site", "vip", "fun", "stream", "com", "net", "org", "tv", "ws", "cc", "co"]
         self.base_url = f"https://{self.default_domain}"
         self._domain_checked = False
         self.client.headers.update(
@@ -234,35 +234,93 @@ class FS7Downloader(BaseSeriesSite):
             # Clean up title: remove "affiche" suffix
             title = re.sub(r"\s+affiche$", "", title, flags=re.IGNORECASE).strip()
 
-            # Extract description/synopsis
-            description_elem = soup.find("div", class_="full-text")
-            description = (
-                description_elem.get_text(strip=True) if description_elem else ""
-            )
+            # --- Synopsis: div.fdesc > p ---
+            description = ""
+            fdesc = soup.find("div", class_="fdesc")
+            if fdesc:
+                p = fdesc.find("p")
+                if p:
+                    description = p.get_text(strip=True)
+                else:
+                    description = fdesc.get_text(strip=True)
 
-            # Extract cover image
-            img = soup.find("img", class_="poster")
-            poster_image = img.get("src", "") if img else ""
+            # --- Poster: div.fleft > img ---
+            poster_image = ""
+            fleft = soup.find("div", class_="fleft")
+            if fleft:
+                img = fleft.find("img")
+                if img:
+                    poster_image = (
+                        img.get("data-src")
+                        or img.get("data-original")
+                        or img.get("src")
+                        or ""
+                    )
 
-            # Try to get poster from meta tag if not found
+            # Fallback: img.poster, then og:image
+            if not poster_image:
+                img = soup.find("img", class_="poster")
+                poster_image = img.get("src", "") if img else ""
             if not poster_image:
                 meta_img = soup.find("meta", property="og:image")
                 poster_image = meta_img.get("content", "") if meta_img else ""
 
-            # Extract year
-            year_match = re.search(r"\b(19|20)\d{2}\b", description)
-            release_year = int(year_match.group()) if year_match else None
+            # --- Year: span.release ---
+            release_year = None
+            release_span = soup.find("span", class_="release")
+            if release_span:
+                year_match = re.search(r"\b(19|20)\d{2}\b", release_span.get_text())
+                if year_match:
+                    release_year = int(year_match.group())
+
+            # --- Genres: span.genres ---
+            genres = []
+            genres_span = soup.find("span", class_="genres")
+            if genres_span:
+                genres = [
+                    g.strip()
+                    for g in genres_span.get_text().split(",")
+                    if g.strip()
+                ]
+
+            # --- Runtime: span.runtime ---
+            runtime = None
+            runtime_span = soup.find("span", class_="runtime")
+            if runtime_span:
+                runtime = runtime_span.get_text(strip=True)
+
+            # --- Casting info from second div.flist ---
+            original_title = ""
+            director = ""
+            cast = []
+            flists = soup.find_all("div", class_="flist")
+            for fl in flists:
+                text = fl.get_text(strip=True)
+                if "Titre Original" in text:
+                    m = re.search(r"Titre Original\s*:\s*(.+?)(?:Réalisateur|$)", text)
+                    if m:
+                        original_title = m.group(1).strip()
+                    m2 = re.search(r"Réalisateur\s*:\s*(.+?)(?:Avec\s*:|$)", text)
+                    if m2:
+                        director = m2.group(1).strip()
+                    m3 = re.search(r"Avec\s*:\s*(.+?)(?:plus|$)", text)
+                    if m3:
+                        cast = [c.strip() for c in m3.group(1).split(",") if c.strip()]
 
             return {
                 "title": title,
                 "synopsis": description,
                 "poster_image": poster_image,
                 "release_year": release_year,
-                "genres": [],
+                "genres": genres,
                 "rating": None,
                 "studio": None,
                 "total_episodes": None,
                 "status": None,
+                "original_title": original_title,
+                "director": director,
+                "cast": cast,
+                "runtime": runtime,
             }
 
         except Exception as e:
@@ -301,3 +359,80 @@ class FS7Downloader(BaseSeriesSite):
             return await player.get_download_link(url, target_filename)
         else:
             raise ValueError(f"No video player found for URL: {url}")
+
+    async def get_latest_series(self, limit: int = 20) -> List[Dict[str, Any]]:
+        """
+        Scrape the 'Nouveautés Séries' section from FS7 homepage.
+
+        Returns:
+            List of dicts with title, url, cover_image, synopsis, lang, provider_id.
+        """
+        await self._ensure_base_url()
+
+        try:
+            resp = await self.client.get(self.base_url + "/", timeout=15)
+            soup = BeautifulSoup(resp.text, "html.parser")
+        except Exception as e:
+            logger.error(f"Failed to fetch FS7 homepage: {e}")
+            return []
+
+        results = []
+
+        # Find the 'Nouveautés Séries' section
+        for section in soup.find_all("div", class_="pages"):
+            title_el = section.find("div", class_="sect-t")
+            if not title_el:
+                continue
+            title = title_el.get_text(strip=True)
+            if "Nouveautés" not in title or "Séries" not in title:
+                continue
+
+            for item in section.find_all("div", class_="short"):
+                # Get the poster link (contains real URL)
+                poster_a = item.find("a", class_="short-poster", href=True)
+                if not poster_a:
+                    continue
+
+                url = poster_a["href"]
+                if url.startswith("/"):
+                    url = self.base_url + url
+
+                # Title from alt attribute
+                title_attr = poster_a.get("alt", "").strip()
+                if not title_attr:
+                    continue
+
+                # Poster image
+                img = poster_a.find("img")
+                cover_image = img.get("src", "") if img else ""
+
+                # Synopsis from hidden span
+                desc_span = item.find("span", id=re.compile(r"^desc-\d+"))
+                synopsis = desc_span.get_text(strip=True) if desc_span else ""
+
+                # Language (VF/VOSTFR)
+                lang = "vf"
+                version_span = item.find("span", class_="film-version")
+                if version_span:
+                    version_text = version_span.get_text(strip=True).upper()
+                    if "VOSTFR" in version_text:
+                        lang = "vostfr"
+                    elif "VF" in version_text:
+                        lang = "vf"
+
+                results.append({
+                    "title": title_attr,
+                    "url": url,
+                    "cover_image": cover_image,
+                    "synopsis": synopsis,
+                    "lang": lang,
+                    "provider_id": self.provider_id,
+                    "content_type": "series",
+                })
+
+                if len(results) >= limit:
+                    break
+            break  # Only process the first matching section
+
+        logger.info(f"FS7 latest series: found {len(results)} items")
+        return results

app/models/__init__.py

@@ -70,3 +70,4 @@ from .watchlist import WatchlistItemTable, WatchlistSettingsTable
 from .favorites import FavoriteTable
 from .sonarr import SonarrMappingTable, SonarrConfigTable
 from .settings import AppSettingsTable
+from .download import DownloadTaskTable

app/models/download.py

@@ -0,0 +1,40 @@
+"""Models for download task persistence with SQLModel support"""
+import uuid
+from typing import Optional
+from datetime import datetime
+from sqlmodel import SQLModel, Field, Column, String
+from enum import Enum
+
+
+class DownloadStatus(str, Enum):
+    PENDING = "pending"
+    DOWNLOADING = "downloading"
+    PAUSED = "paused"
+    COMPLETED = "completed"
+    FAILED = "failed"
+    CANCELLED = "cancelled"
+
+
+class DownloadTaskTable(SQLModel, table=True):
+    """Database table for persisting download tasks across server restarts."""
+    __tablename__ = "download_tasks"
+
+    id: str = Field(
+        default_factory=lambda: str(uuid.uuid4()),
+        primary_key=True,
+        index=True,
+        nullable=False,
+    )
+    url: str = Field(default="", sa_column=Column(String))
+    filename: str = Field(sa_column=Column(String))
+    host: str = Field(default="other", sa_column=Column(String))
+    status: str = Field(default="pending", sa_column=Column(String))
+    progress: float = Field(default=0.0)
+    downloaded_bytes: int = Field(default=0)
+    total_bytes: Optional[int] = Field(default=None)
+    speed: float = Field(default=0.0)
+    error: Optional[str] = Field(default=None, sa_column=Column(String))
+    created_at: datetime = Field(default_factory=datetime.now)
+    started_at: Optional[datetime] = Field(default=None)
+    completed_at: Optional[datetime] = Field(default=None)
+    file_path: Optional[str] = Field(default=None, sa_column=Column(String))

app/models/settings.py

@@ -27,6 +27,13 @@ class AppSettingsBase(SQLModel):
 
     # #12: Custom download directory
     download_dir: str = Field(default="downloads")
+
+    # #13: Content weight mode ("auto" = based on download habits, "manual" = user-defined)
+    content_weight_mode: str = Field(default="auto", sa_column=Column(String))
+
+    # #14: Manual content weights (used when content_weight_mode = "manual")
+    content_weight_anime: int = Field(default=2)
+    content_weight_series: int = Field(default=1)
     
     @property
     def disabled_providers(self) -> List[str]:
@@ -64,6 +71,9 @@ class AppSettings(BaseModel):
     anime_enabled: bool = True
     series_enabled: bool = True
     download_dir: str = "downloads"
+    content_weight_mode: str = "auto"
+    content_weight_anime: int = 2
+    content_weight_series: int = 1
     
     class Config:
         from_attributes = True
@@ -79,3 +89,6 @@ class AppSettingsUpdate(BaseModel):
     anime_enabled: Optional[bool] = None
     series_enabled: Optional[bool] = None
     download_dir: Optional[str] = None
+    content_weight_mode: Optional[str] = None
+    content_weight_anime: Optional[int] = None
+    content_weight_series: Optional[int] = None

app/routers/router_anime.py

@@ -296,8 +296,7 @@ async def search_series_unified(
 
     search_results = await asyncio.gather(*search_tasks, return_exceptions=True)
 
-    # Enrich results with metadata (synopsis, rating, genres)
-    enricher = await get_metadata_enricher()
+    # Enrich results with metadata from scrapers (not Kitsu — Kitsu is anime-only)
     enrichment_tasks = []
     enrichment_mapping = []
 
@@ -308,17 +307,15 @@ async def search_series_unified(
         elif result:
             results[provider_id] = result
             print(f"[SERIES SEARCH] {provider_id}: Found {len(result)} results")
-            # Prepare enrichment for top 15 results
-            for idx, item in enumerate(result[:15]):
-                if isinstance(item, dict):
-                    enrichment_tasks.append(
-                        enricher.enrich_metadata(
-                            item.get("metadata") or {},
-                            item.get("title") or "",
-                            item.get("url") or "",
+            # Enrich top 10 results with metadata from the scraper itself
+            downloader = series_downloaders.get(provider_id)
+            if downloader and hasattr(downloader, "get_anime_metadata"):
+                for idx, item in enumerate(result[:10]):
+                    if isinstance(item, dict) and item.get("url"):
+                        enrichment_tasks.append(
+                            downloader.get_anime_metadata(item["url"])
                         )
-                    )
-                    enrichment_mapping.append((provider_id, idx))
+                        enrichment_mapping.append((provider_id, idx))
         else:
             print(f"[SERIES SEARCH] {provider_id}: No results returned")
 
@@ -334,9 +331,7 @@ async def search_series_unified(
                     and provider_id in results
                     and pos < len(results[provider_id])
                 ):
-                    results[provider_id][pos]["metadata"] = (
-                        meta.model_dump() if hasattr(meta, "model_dump") else meta
-                    )
+                    results[provider_id][pos]["metadata"] = meta
 
     # Truncate synopses at sentence boundaries
     for pid in results:

app/routers/router_recommendations.py

@@ -3,15 +3,22 @@ Recommendations and releases routes for Ohm Stream Downloader API.
 """
 
 import hashlib
+import logging
 from datetime import datetime
-from typing import Optional
+from typing import Optional, List, Dict, Any
 
 from fastapi import APIRouter, Request, Query, HTTPException, Depends
 from fastapi.templating import Jinja2Templates
+from sqlmodel import Session, select
 
 from app.recommendation_engine import RecommendationEngine
 from app.models.auth import User
+from app.models.settings import AppSettingsTable
+from app.database import get_session
 from app.routers.router_auth import get_optional_user, get_current_user_from_token
+from app.routers.router_settings import _compute_auto_weights
+
+logger = logging.getLogger(__name__)
 
 router = APIRouter(prefix="/api", tags=["recommendations"])
 templates = Jinja2Templates(directory="templates")
@@ -23,6 +30,79 @@ def hash_filter(s):
 templates.env.filters["hash"] = hash_filter
 
 
+def _get_effective_weights(session: Session, user_id: str) -> tuple:
+    """Return (anime_enabled, series_enabled, anime_weight, series_weight)."""
+    settings = session.exec(
+        select(AppSettingsTable).where(AppSettingsTable.user_id == user_id)
+    ).first()
+
+    if settings is None:
+        return True, True, 1, 1
+
+    anime_enabled = getattr(settings, 'anime_enabled', True)
+    series_enabled = getattr(settings, 'series_enabled', True)
+    mode = getattr(settings, 'content_weight_mode', 'auto')
+    download_dir = getattr(settings, 'download_dir', 'downloads')
+
+    if mode == "auto":
+        weights = _compute_auto_weights(download_dir)
+        return anime_enabled, series_enabled, weights["anime_weight"], weights["series_weight"]
+    else:
+        aw = getattr(settings, 'content_weight_anime', 2)
+        sw = getattr(settings, 'content_weight_series', 1)
+        return anime_enabled, series_enabled, int(aw), int(sw)
+
+
+def _weighted_mix(items_a: List[Dict], items_b: List[Dict], limit: int,
+                  weight_a: int = 2, weight_b: int = 1) -> List[Dict]:
+    """Mix two lists using weights. Distributes items proportionally and interleaves.
+
+    If weight_a=2, weight_b=1 and limit=15:
+      - slots_a ≈ 10, slots_b ≈ 5
+      - B items are spaced evenly across the list
+    If one list is shorter, the other fills remaining slots.
+    """
+    total_weight = weight_a + weight_b
+    if total_weight == 0:
+        return (items_a + items_b)[:limit]
+
+    slots_a = round(limit * weight_a / total_weight)
+    slots_b = limit - slots_a
+
+    pick_a = min(slots_a, len(items_a))
+    pick_b = min(slots_b, len(items_b))
+
+    # Redistribute unfilled slots
+    if pick_a < slots_a:
+        pick_b = min(pick_b + (slots_a - pick_a), len(items_b))
+    elif pick_b < slots_b:
+        pick_a = min(pick_a + (slots_b - pick_b), len(items_a))
+
+    a = items_a[:pick_a]
+    b = items_b[:pick_b]
+
+    total = pick_a + pick_b
+    if total == 0:
+        return []
+    if pick_b == 0:
+        return a[:limit]
+    if pick_a == 0:
+        return b[:limit]
+
+    # Place B items at evenly spaced positions, fill gaps with A
+    result = [None] * total
+    for i, item in enumerate(b):
+        pos = round(i * (total - 1) / max(pick_b - 1, 1))
+        result[pos] = item
+    a_idx = 0
+    for i in range(total):
+        if result[i] is None:
+            result[i] = a[a_idx]
+            a_idx += 1
+
+    return result[:limit]
+
+
 @router.get("/recommendations")
 async def get_recommendations(
     request: Request,
@@ -30,8 +110,9 @@ async def get_recommendations(
     html: bool = Query(False),
     content_type: Optional[str] = Query(None, description="Filter: 'anime', 'series', or None for all"),
     current_user: Optional[User] = Depends(get_optional_user),
+    session: Session = Depends(get_session),
 ):
-    """Get personalized anime recommendations based on download history"""
+    """Get personalized recommendations based on user settings (anime + series)"""
     is_htmx = request.headers.get("HX-Request")
 
     if current_user is None and (html or is_htmx):
@@ -42,14 +123,38 @@ async def get_recommendations(
     if current_user is None:
         raise HTTPException(status_code=401, detail="Authentication required")
 
-    engine = RecommendationEngine(download_dir="downloads")
+    anime_enabled, series_enabled, anime_weight, series_weight = _get_effective_weights(session, current_user.id)
+    recommendations = []
 
     try:
-        recommendations = await engine.get_personalized_recommendations(limit=limit)
-        
-        # Filter by content_type if specified
+        if anime_enabled:
+            engine = RecommendationEngine(download_dir="downloads")
+            try:
+                anime_recs = await engine.get_personalized_recommendations(limit=limit)
+                for r in anime_recs:
+                    r['content_type'] = 'anime'
+                recommendations.extend(anime_recs)
+            finally:
+                await engine.close()
+
+        if series_enabled:
+            try:
+                from app.downloaders.series_sites.fs7 import FS7Downloader
+                downloader = FS7Downloader()
+                series_recs = await downloader.get_latest_series(limit=limit)
+                for r in series_recs:
+                    r['content_type'] = 'series'
+                recommendations.extend(series_recs)
+            except Exception as e:
+                logger.warning(f"Series recommendations fetch failed: {e}")
+
         if content_type and content_type != "all":
-            recommendations = [r for r in recommendations if r.get("content_type", r.get("type", "")) == content_type]
+            recommendations = [r for r in recommendations if r.get("content_type") == content_type]
+        else:
+            anime_items = [r for r in recommendations if r.get("content_type") == "anime"]
+            series_items = [r for r in recommendations if r.get("content_type") == "series"]
+            recommendations = _weighted_mix(anime_items, series_items, limit,
+                                            weight_a=anime_weight, weight_b=series_weight)
 
         if html or is_htmx:
             return templates.TemplateResponse(
@@ -59,11 +164,8 @@ async def get_recommendations(
 
         return {"recommendations": recommendations, "count": len(recommendations)}
     except Exception as e:
-        import logging
-        logging.getLogger(__name__).error(f"Recommendations error: {e}", exc_info=True)
+        logger.error(f"Recommendations error: {e}", exc_info=True)
         raise HTTPException(status_code=500, detail=str(e))
-    finally:
-        await engine.close()
 
 
 @router.get("/releases/latest")
@@ -72,18 +174,52 @@ async def get_latest_releases(
     limit: int = 20,
     html: bool = Query(False),
     content_type: Optional[str] = Query(None, description="Filter: 'anime', 'series', or None for all"),
+    current_user: Optional[User] = Depends(get_optional_user),
+    session: Session = Depends(get_session),
 ):
-    """Get latest anime releases"""
+    """Get latest releases based on user settings (anime + series)"""
     from app.recommendations import get_latest_releases_with_info
 
-    try:
-        releases = await get_latest_releases_with_info(limit=limit)
-        
-        # Filter by content_type if specified
-        if content_type and content_type != "all":
-            releases = [r for r in releases if r.get("content_type", r.get("type", "")) == content_type]
+    is_htmx = request.headers.get("HX-Request")
 
-        if html or request.headers.get("HX-Request"):
+    if current_user is None and (html or is_htmx):
+        return templates.TemplateResponse(
+            "components/login_prompt.html", {"request": request}
+        )
+
+    if current_user is None:
+        raise HTTPException(status_code=401, detail="Authentication required")
+
+    anime_enabled, series_enabled, anime_weight, series_weight = _get_effective_weights(session, current_user.id)
+    releases = []
+
+    try:
+        if anime_enabled:
+            anime_releases = await get_latest_releases_with_info(limit=limit)
+            for r in anime_releases:
+                r['content_type'] = 'anime'
+            releases.extend(anime_releases)
+
+        if series_enabled:
+            try:
+                from app.downloaders.series_sites.fs7 import FS7Downloader
+                downloader = FS7Downloader()
+                series_releases = await downloader.get_latest_series(limit=limit)
+                for r in series_releases:
+                    r['content_type'] = 'series'
+                releases.extend(series_releases)
+            except Exception as e:
+                logger.warning(f"Series releases fetch failed: {e}")
+
+        if content_type and content_type != "all":
+            releases = [r for r in releases if r.get("content_type") == content_type]
+        else:
+            anime_items = [r for r in releases if r.get("content_type") == "anime"]
+            series_items = [r for r in releases if r.get("content_type") == "series"]
+            releases = _weighted_mix(anime_items, series_items, limit,
+                                     weight_a=anime_weight, weight_b=series_weight)
+
+        if html or is_htmx:
             return templates.TemplateResponse(
                 "components/releases_list.html",
                 {"request": request, "releases": releases}
@@ -95,8 +231,7 @@ async def get_latest_releases(
             "updated": datetime.now().isoformat(),
         }
     except Exception as e:
-        import logging
-        logging.getLogger(__name__).error(f"Latest releases error: {e}", exc_info=True)
+        logger.error(f"Latest releases error: {e}", exc_info=True)
         raise HTTPException(status_code=500, detail=str(e))
 
 
@@ -177,3 +312,41 @@ async def get_download_statistics(
         raise HTTPException(status_code=500, detail=str(e))
     finally:
         await engine.close()
+
+
+@router.get("/series/latest")
+async def get_latest_series(
+    request: Request,
+    limit: int = 20,
+    html: bool = Query(False),
+    current_user: Optional[User] = Depends(get_optional_user),
+):
+    """Get latest TV series releases from FS7 homepage"""
+    if current_user is None and (html or request.headers.get("HX-Request")):
+        return templates.TemplateResponse(
+            "components/login_prompt.html", {"request": request}
+        )
+
+    if current_user is None:
+        raise HTTPException(status_code=401, detail="Authentication required")
+
+    try:
+        from app.downloaders.series_sites.fs7 import FS7Downloader
+
+        downloader = FS7Downloader()
+        series = await downloader.get_latest_series(limit=limit)
+
+        if html or request.headers.get("HX-Request"):
+            return templates.TemplateResponse(
+                "components/series_releases_list.html",
+                {"request": request, "releases": series}
+            )
+
+        return {
+            "releases": series,
+            "count": len(series),
+            "updated": datetime.now().isoformat(),
+        }
+    except Exception as e:
+        logger.error(f"Latest series error: {e}", exc_info=True)
+        raise HTTPException(status_code=500, detail=str(e))

app/routers/router_settings.py

@@ -1,6 +1,8 @@
 """Application settings routes for Ohm Stream Downloader API"""
 
 import json
+import logging
+from pathlib import Path
 from typing import List, Dict, Any, Optional
 from fastapi import APIRouter, Depends, HTTPException, Request, Response
 from fastapi.templating import Jinja2Templates
@@ -13,10 +15,74 @@ from app.routers.router_auth import get_current_user_from_token, get_optional_us
 from app.providers import get_anime_providers, get_series_providers
 from app.providers_manager import providers_manager
 
+logger = logging.getLogger(__name__)
+
 router = APIRouter(prefix="/api/settings", tags=["settings"])
 templates = Jinja2Templates(directory="templates")
 
 
+def _compute_auto_weights(download_dir: str) -> Dict[str, Any]:
+    """Analyze downloaded files to compute anime vs series ratio.
+
+    Uses filename conventions:
+    - Series: contains "Saison" or "Season" keywords
+    - Anime: everything else in the downloads folder
+    Returns dict with counts and computed weights.
+    """
+    base = Path(download_dir)
+    if not base.exists():
+        return {"anime_count": 0, "series_count": 0, "anime_weight": 1, "series_weight": 1, "total": 0}
+
+    anime_count = 0
+    series_count = 0
+
+    for f in base.rglob("*"):
+        if not f.is_file():
+            continue
+        if f.suffix.lower() not in (".mp4", ".mkv", ".avi", ".wmv", ".flv", ".mov"):
+            continue
+
+        name = f.stem.lower()
+        # Heuristic: series TV files often have "Saison" or "Season" + number
+        # Anime files rarely use this format (they use "Episode" or "S01E01")
+        import re
+        if re.search(r'(?:saison|season)\s*\d+', name):
+            series_count += 1
+        else:
+            anime_count += 1
+
+    total = anime_count + series_count
+    if total == 0:
+        return {"anime_count": 0, "series_count": 0, "anime_weight": 1, "series_weight": 1, "total": 0}
+
+    # Compute weights: proportional to download count, minimum 1
+    if anime_count == 0:
+        aw, sw = 0, 1
+    elif series_count == 0:
+        aw, sw = 1, 0
+    else:
+        # Keep weights small (max 5) for reasonable interleaving
+        ratio = anime_count / series_count
+        if ratio >= 4:
+            aw, sw = 4, 1
+        elif ratio >= 2:
+            aw, sw = 2, 1
+        elif ratio >= 1:
+            aw, sw = 1, 1
+        elif ratio >= 0.5:
+            aw, sw = 1, 2
+        else:
+            aw, sw = 1, 4
+
+    return {
+        "anime_count": anime_count,
+        "series_count": series_count,
+        "anime_weight": aw,
+        "series_weight": sw,
+        "total": total,
+    }
+
+
 @router.get("", response_model=AppSettings)
 async def get_settings(
     current_user: User = Depends(get_current_user_from_token),
@@ -44,6 +110,9 @@ async def get_settings(
         anime_enabled=getattr(settings_obj, 'anime_enabled', True),
         series_enabled=getattr(settings_obj, 'series_enabled', True),
         download_dir=getattr(settings_obj, 'download_dir', 'downloads'),
+        content_weight_mode=getattr(settings_obj, 'content_weight_mode', 'auto'),
+        content_weight_anime=getattr(settings_obj, 'content_weight_anime', 2),
+        content_weight_series=getattr(settings_obj, 'content_weight_series', 1),
     )
 
 
@@ -86,6 +155,12 @@ async def update_settings(
         settings_obj.series_enabled = update_data.series_enabled
     if update_data.download_dir is not None:
         settings_obj.download_dir = update_data.download_dir
+    if update_data.content_weight_mode is not None:
+        settings_obj.content_weight_mode = update_data.content_weight_mode
+    if update_data.content_weight_anime is not None:
+        settings_obj.content_weight_anime = update_data.content_weight_anime
+    if update_data.content_weight_series is not None:
+        settings_obj.content_weight_series = update_data.content_weight_series
 
     session.add(settings_obj)
     session.commit()
@@ -98,6 +173,34 @@ async def update_settings(
     return settings_obj
 
 
+@router.get("/content-weight")
+async def get_content_weight(
+    current_user: User = Depends(get_current_user_from_token),
+    session: Session = Depends(get_session),
+):
+    """Get current effective content weights (auto-computed or manual)"""
+    statement = select(AppSettingsTable).where(
+        AppSettingsTable.user_id == current_user.id
+    )
+    settings_obj = session.exec(statement).first()
+    download_dir = getattr(settings_obj, 'download_dir', 'downloads') if settings_obj else 'downloads'
+    mode = getattr(settings_obj, 'content_weight_mode', 'auto') if settings_obj else 'auto'
+
+    if mode == "auto":
+        weights = _compute_auto_weights(download_dir)
+        weights["mode"] = "auto"
+        return weights
+    else:
+        return {
+            "mode": "manual",
+            "anime_weight": getattr(settings_obj, 'content_weight_anime', 2),
+            "series_weight": getattr(settings_obj, 'content_weight_series', 1),
+            "anime_count": None,
+            "series_count": None,
+            "total": None,
+        }
+
+
 @router.get("/providers/availability")
 async def get_providers_availability(
     current_user: User = Depends(get_current_user_from_token),

app/routers/router_watchlist.py

@@ -213,7 +213,7 @@ async def delete_from_watchlist(
     raise HTTPException(status_code=500, detail="Failed to delete item")
 
 
-@router.post("/check", response_model=List)
+@router.post("/check")
 async def check_watchlist_now(
     background_tasks: BackgroundTasks,
     response: Response,

app/utils.py

@@ -95,13 +95,18 @@ class DomainManager:
                     response = await client.get(url)
                     
                     if response.status_code == 200:
-                        logger.info(f"Active domain found for {provider_id}: {domain}")
-                        cls._cache[provider_id] = {
-                            'domain': domain,
-                            'last_check': datetime.now().isoformat()
-                        }
-                        cls._save_cache()
-                        return domain
+                        # Verify it's actually the right site, not a parking/placeholder page
+                        content = response.text.lower()
+                        body_size = len(response.text)
+                        # Valid pages should be reasonably large and contain expected keywords
+                        if body_size > 10000 and ('french' in content or 'stream' in content or 'serie' in content or 'anime' in content or 'film' in content or 'telechargement' in content or 'zone' in content):
+                            logger.info(f"Active domain found for {provider_id}: {domain} ({body_size} bytes)")
+                            cls._cache[provider_id] = {
+                                'domain': domain,
+                                'last_check': datetime.now().isoformat()
+                            }
+                            cls._save_cache()
+                            return domain
                 except Exception as e:
                     logger.debug(f"Domain test failed for {domain}: {e}")
                     continue

app/watchlist.py

@@ -216,8 +216,12 @@ class WatchlistManager:
     update_check_time = update_last_checked
 
     def get_due_items(self) -> List[WatchlistItem]:
+        """Get all items that are due for a check based on current settings"""
+        return self.get_due_for_check(self.settings.check_interval_hours if self.settings else 6)
+
+    def get_due_for_check(self, interval_hours: int) -> List[WatchlistItem]:
         """Get all items that are due for a check based on settings"""
-        interval = timedelta(hours=self.settings.check_interval_hours)
+        interval = timedelta(hours=interval_hours)
         now = datetime.now()
         
         with Session(engine) as session:
@@ -234,6 +238,12 @@ class WatchlistManager:
             
             return due_items
 
+    def get_settings(self) -> WatchlistSettings:
+        """Get global watchlist settings"""
+        if self.settings is None:
+            self._load_settings()
+        return self.settings
+
     def update_settings(self, settings: WatchlistSettings) -> WatchlistSettings:
         """Update global watchlist settings"""
         self.settings = settings