Update backend with high-quality catalog and fixes

app/api/admin.py

@@ -9,9 +9,15 @@ from app.models.order import Order, OrderStatus, PaymentDetail
 from app.models.product import Product, ProductImage, ProductAudit
 from app.api.auth import get_current_user
 import json
+import os
+from app.core.logging import log_audit_event
 
 router = APIRouter(prefix="/admin", tags=["Administration"])
 
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+AUDIT_LOG_FILE = os.path.join(BASE_DIR, "backend", "logs", "audit_trail.json")
+PENDING_DELETION_FILE = os.path.join(BASE_DIR, "backend", "pending_deletion.json")
+
 def check_admin(user_id: int, db: Session):
     user = db.query(User).filter(User.id == user_id).first()
     if not user or user.role != UserRole.ADMIN:
@@ -494,3 +500,104 @@ def get_quality_summary(
         "statusCode": 200
     }
 
+@router.get("/audit/logs")
+def get_formal_audit_logs(
+    current_user_id: int = Depends(get_current_user),
+    db: Session = Depends(get_db)
+):
+    """Retrieve the formal JSON audit trail from disk."""
+    check_admin(current_user_id, db)
+    if not os.path.exists(AUDIT_LOG_FILE):
+        return {"isSuccess": True, "value": [], "statusCode": 200}
+    
+    with open(AUDIT_LOG_FILE, "r", encoding="utf-8") as f:
+        logs = json.load(f)
+    return {"isSuccess": True, "value": logs, "statusCode": 200}
+
+@router.get("/audit/pending")
+def get_flagged_for_review(
+    current_user_id: int = Depends(get_current_user),
+    db: Session = Depends(get_db)
+):
+    """Retrieve products in the pending_deletion (quarantine) state."""
+    check_admin(current_user_id, db)
+    if not os.path.exists(PENDING_DELETION_FILE):
+        return {"isSuccess": True, "value": [], "statusCode": 200}
+    
+    with open(PENDING_DELETION_FILE, "r", encoding="utf-8") as f:
+        products = json.load(f)
+    return {"isSuccess": True, "value": products, "statusCode": 200}
+
+@router.post("/audit/pending/{product_id}/restore")
+def restore_flagged_product(
+    product_id: int,
+    current_user_id: int = Depends(get_current_user),
+    db: Session = Depends(get_db)
+):
+    """Restore a product from pending_deletion.json back to real_products_200.json."""
+    check_admin(current_user_id, db)
+    
+    # 1. Load pending
+    if not os.path.exists(PENDING_DELETION_FILE):
+        raise HTTPException(status_code=404, detail="No pending deletions found")
+    
+    with open(PENDING_DELETION_FILE, "r", encoding="utf-8") as f:
+        pending = json.load(f)
+    
+    # 2. Find the product
+    product = next((p for p in pending if p["id"] == product_id), None)
+    if not product:
+        raise HTTPException(status_code=404, detail="Product not found in quarantine")
+    
+    # 3. Load main catalog
+    catalog_path = os.path.join(BASE_DIR, "backend", "real_products_200.json")
+    with open(catalog_path, "r", encoding="utf-8") as f:
+        catalog_data = json.load(f)
+    
+    # 4. Move product
+    catalog_data["products"].append(product)
+    catalog_data["metadata"]["total"] = len(catalog_data["products"])
+    
+    # 5. Save main catalog
+    with open(catalog_path, "w", encoding="utf-8") as f:
+        json.dump(catalog_data, f, ensure_ascii=False, indent=2)
+        
+    # 6. Remove from pending
+    pending = [p for p in pending if p["id"] != product_id]
+    with open(PENDING_DELETION_FILE, "w", encoding="utf-8") as f:
+        json.dump(pending, f, ensure_ascii=False, indent=2)
+        
+    log_audit_event("RESTORED_FROM_QUARANTINE", f"Product {product_id} restored to main catalog", {"product_id": product_id})
+        
+    return {"isSuccess": True, "value": {"message": f"Product {product_id} restored successfully"}, "statusCode": 200}
+
+@router.delete("/audit/pending/{product_id}")
+async def delete_flagged_product(
+    product_id: int,
+    current_user_id: int = Depends(get_current_user),
+    db: Session = Depends(get_db)
+):
+    """
+    Permanently delete a product from the quarantined list.
+    """
+    check_admin(current_user_id, db)
+    
+    if not os.path.exists(PENDING_DELETION_FILE):
+        raise HTTPException(status_code=404, detail="No pending deletions found")
+        
+    with open(PENDING_DELETION_FILE, "r", encoding="utf-8") as f:
+        flagged_data = json.load(f)
+        
+    original_count = len(flagged_data)
+    flagged_data = [p for p in flagged_data if p["id"] != product_id]
+    
+    if len(flagged_data) == original_count:
+        raise HTTPException(status_code=404, detail="Product not found in quarantine")
+        
+    with open(PENDING_DELETION_FILE, "w", encoding="utf-8") as f:
+        json.dump(flagged_data, f, ensure_ascii=False, indent=2)
+        
+    # Log the permanent deletion with metadata
+    log_audit_event("PERMANENTLY_DELETED", f"Deleted product ID: {product_id}", {"product_id": product_id, "source": "quarantine"})
+    
+    return {"isSuccess": True, "value": {"message": f"Product {product_id} permanently deleted"}, "statusCode": 200}

app/api/cart.py

@@ -75,6 +75,8 @@ def get_or_create_cart(db: Session, user_id: Optional[int] = None, session_id: O
 
 def _get_primary_image(product) -> Optional[str]:
     """Extract the primary image URL from a product's images relationship."""
+    if not product:
+        return None
     if product.images:
         sorted_imgs = sorted(product.images, key=lambda x: x.sort_order)
         return sorted_imgs[0].image_url if sorted_imgs else None
@@ -88,7 +90,7 @@ def get_cart(
     db: Session = Depends(get_db)
 ) -> Any:
     """Get the current user's (or guest session's) shopping cart."""
-    cart = get_or_create_cart(db, user_id=current_user_id, session_id=x_cart_id)
+    cart_id_record = get_or_create_cart(db, user_id=current_user_id, session_id=x_cart_id)
     
     # Re-query the cart with all needed eager loads for response serialization
     cart = db.query(Cart).options(
@@ -99,13 +101,25 @@ def get_cart(
             .joinedload(CartItem.product)
             .joinedload(Product.category),
         joinedload(Cart.coupon)
-    ).filter(Cart.id == cart.id).first()
+    ).filter(Cart.id == cart_id_record.id).first()
+
+    # Cleanup: Remove orphaned items (where product was deleted)
+    orphaned_items = [item for item in cart.items if not item.product]
+    if orphaned_items:
+        for item in orphaned_items:
+            db.delete(item)
+        db.commit()
+        db.refresh(cart)
 
     totals = calculate_cart_totals(cart)
     
     # Build response manually as plain dicts to guarantee image_url is included
     items_list = []
     for item in cart.items:
+        # We checked if item.product exists above, but let's be safe
+        if not item.product:
+            continue
+            
         primary_image = _get_primary_image(item.product)
         
         product_dict = {

app/api/products.py

@@ -17,6 +17,7 @@ from app.schemas.product import (
 )
 from app.schemas.auth import AuthResponse
 from app.core.security import get_current_user
+from app.core.logging import log_audit_event
 
 router = APIRouter(prefix="/products", tags=["Products"])
 

app/api/seed.py

@@ -50,40 +50,60 @@ SUB_ICONS = {
     "إكسسوارات رياضية": "🎒",
 }
 
-# Syncing with High-Quality Catalog Categories
-CATEGORY_MAP = {
-    # Arabic categories
-    "الأجهزة الإلكترونية": ["الهواتف والإلكترونيات", "الهواتف الذكية", "أجهزة الكمبيوتر"],
-    "ملحقات السيارات": ["ملحقات السيارات", "إكسسوارات السيارات"],
-    "المنزل والمطبخ": ["المنزل والمطبخ", "المستلومات المنزلية", "مستلزمات المطبخ", "ديكور المنزل", "الأثاث"],
-    "العطور والتجميل": ["العطور", "التجميل والعناية", "الجمال", "العناية بالبشرة"],
-    "الساعات والإكسسوارات": ["الساعات والاكسسوارات", "ساعات نسائية", "ساعات رجالية", "نظارات شمسية"],
-    "الرياضة واللياقة": ["الرياضة واللياقة", "إكسسوارات رياضية"],
-    # English categories from JSON
-    "Electronics": ["الهواتف والإلكترونيات", "الهواتف الذكية", "أجهزة الكمبيوتر"],
-    "Smartphones": ["الهواتف والإلكترونيات", "الهواتف الذكية"],
-    "Laptops": ["أجهزة الكمبيوتر"],
-    "Home Appliances": ["المنزل والمطبخ", "المستلزمات المنزلية"],
-    "Security Cameras": ["ملحقات السيارات", "إكسسوارات السيارات"],
-    "Car Accessories": ["ملحقات السيارات", "إكسسوارات السيارات"],
-    "Perfumes": ["العطور"],
-    "Fashion": ["الساعات والإكسسوارات"],
-    "Gaming": ["أجهزة الكمبيوتر"],
-    "Accessories": ["الساعات والإكسسوارات"],
+# Robust Category Hierarchy (Extra.com Style)
+CATEGORY_HIERARCHY = {
+    "الأجهزة الإلكترونية": {
+        "name_en": "Electronics & Mobiles",
+        "icon": "📱",
+        "subs": [
+            {"en": "Electronics", "ar": "الهواتف والإلكترونيات"},
+            {"en": "Smartphones", "ar": "جوالات"},
+            {"en": "Laptops", "ar": "أجهزة الكمبيوتر"},
+        ]
+    },
+    "ملحقات واكسسوارات": {
+        "name_en": "Accessories & Gaming",
+        "icon": "🚗",
+        "subs": [
+            {"en": "Accessories", "ar": "اكسسوارات الأجهزة"},
+            {"en": "Gaming", "ar": "ألعاب إلكترونية"},
+            {"en": "Security Cameras", "ar": "كاميرات مراقبة"},
+            {"en": "Car Accessories", "ar": "ملحقات السيارات"},
+        ]
+    },
+    "الأجهزة المنزلية": {
+        "name_en": "Large Appliances",
+        "icon": "🏠",
+        "subs": [
+            {"en": "Home Appliances", "ar": "المستلزمات المنزلية"},
+            {"en": "Kitchen", "ar": "المنزل والمطبخ"},
+        ]
+    },
+    "تصنيفات أخرى": {
+        "name_en": "Other Categories",
+        "icon": "✨",
+        "subs": [
+            {"en": "Beauty", "ar": "العطور والتجميل"},
+            {"en": "Watches", "ar": "الساعات والإكسسوارات"},
+            {"en": "Sports", "ar": "الرياضة واللياقة"},
+        ]
+    }
 }
 
-# Map English category names to Arabic
-ENGLISH_TO_ARABIC_CATEGORY = {
-    "Electronics": "الأجهزة الإلكترونية",
-    "Smartphones": "الهواتف الذكية",
+# Map scraped category strings (EN/AR) to target subcategories
+# Format: { "scraped_name": "target_ar_name" }
+SCRAPED_TO_TARGET_MAP = {
+    "Electronics": "الهواتف والإلكترونيات",
+    "Smartphones": "جوالات",
     "Laptops": "أجهزة الكمبيوتر",
     "Home Appliances": "المستلزمات المنزلية",
-    "Security Cameras": "ملحقات السيارات",
+    "Accessories": "اكسسوارات الأجهزة",
+    "Gaming": "ألعاب إلكترونية",
+    "Security Cameras": "كاميرات مراقبة",
     "Car Accessories": "ملحقات السيارات",
-    "Perfumes": "العطور",
-    "Fashion": "الأزياء",
-    "Gaming": "ألعاب فيديو",
-    "Accessories": "إكسسوارات",
+    "Perfumes": "العطور والتجميل",
+    "Fashion": "الساعات والإكسسوارات",
+    "Beauty": "العطور والتجميل",
 }
 
 @router.api_route("", methods=["GET", "POST"], response_model=AuthResponse)
@@ -92,30 +112,45 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
     if clear:
         # Clear existing data
         db.execute(text("DELETE FROM product_images"))
+        db.execute(text("DELETE FROM cart_items"))
+        db.execute(text("DELETE FROM reviews"))
         db.execute(text("DELETE FROM products"))
         db.execute(text("DELETE FROM categories"))
         db.execute(text("DELETE FROM coupons"))
-        db.execute(text("UPDATE users SET role = 'ADMIN' WHERE role = 'admin'"))
-        
-        try:
-            db.execute(text("ALTER TABLE products ADD COLUMN specs JSON"))
-        except Exception:
-            pass
-            
         db.commit()
 
-    # Always ensure admin user exists
-    admin_exists = db.execute(text("SELECT id FROM users WHERE email = 'admin@vortex.com'")).fetchone()
-    if not admin_exists:
-        admin_user = User(
-            name="Admin",
-            email="admin@vortex.com",
-            password_hash=hash_password("admin123"),
-            role=UserRole.ADMIN,
-            auth_provider=AuthProvider.LOCAL,
-        )
-        db.add(admin_user)
-        db.commit()
+    # 1. Create Categories (Hierarchy)
+    all_sub_cats = {} # Map used for product assignment
+    
+    for p_ar, info in CATEGORY_HIERARCHY.items():
+        # Create Parent
+        parent_cat = db.query(Category).filter(Category.name_ar == p_ar).first()
+        if not parent_cat:
+            parent_cat = Category(
+                name_ar=p_ar,
+                name_en=info["name_en"],
+                icon=info["icon"]
+            )
+            db.add(parent_cat)
+            db.commit()
+            db.refresh(parent_cat)
+            
+        # Create Subs
+        for s in info["subs"]:
+            sub_cat = db.query(Category).filter(Category.name_ar == s["ar"]).first()
+            if not sub_cat:
+                sub_cat = Category(
+                    name_ar=s["ar"],
+                    name_en=s["en"],
+                    icon=SUB_ICONS.get(s["ar"], "📦"),
+                    parent_id=parent_cat.id
+                )
+                db.add(sub_cat)
+                db.commit()
+                db.refresh(sub_cat)
+            all_sub_cats[s["ar"]] = sub_cat
+            all_sub_cats[s["en"]] = sub_cat # Map both names to the same object
+
 
     # Search for real_products_200.json in multiple likely locations
     possible_paths = [
@@ -124,7 +159,6 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
         os.path.abspath("real_products_200.json"),
         os.path.abspath("backend/real_products_200.json"),
         "/app/real_products_200.json",
-        "/app/backend/real_products_200.json"
     ]
     
     json_path = None
@@ -136,7 +170,7 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
     if not json_path:
         return AuthResponse(
             isSuccess=False,
-            value={"message": f"Source file real_products_200.json not found in attempted paths."},
+            value={"message": "Source file real_products_200.json not found."},
             statusCode=404,
             error="File not found"
         )
@@ -145,52 +179,14 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
         with open(json_path, "r", encoding="utf-8") as f:
             data = json.load(f)
             
-        # Handle both formats: {"products": [...]} or direct array [...} with metadata
         if isinstance(data, dict) and "products" in data:
             products_data = data["products"]
         elif isinstance(data, list):
             products_data = data
         else:
-            return AuthResponse(
-                isSuccess=False,
-                value={"message": "Invalid JSON format"},
-                statusCode=400,
-                error="Invalid format"
-            )
-            
-        # 1. Create Parent Categories
-        parent_cats = {}
-        for parent_name, sub_names in CATEGORY_MAP.items():
-            parent_cat = db.query(Category).filter(Category.name_ar == parent_name).first()
-            if not parent_cat:
-                parent_cat = Category(
-                    name_ar=parent_name,
-                    name_en=parent_name,
-                    icon=PARENT_ICONS.get(parent_name, "📦"),
-                )
-                db.add(parent_cat)
-                db.commit()
-                db.refresh(parent_cat)
-            parent_cats[parent_name] = parent_cat
+            return AuthResponse(isSuccess=False, value={"message": "Invalid JSON format"}, statusCode=400)
 
-        # 2. Create Subcategories
-        sub_cats = {}
-        for parent_name, sub_names in CATEGORY_MAP.items():
-            for sub_name in sub_names:
-                sub_cat = db.query(Category).filter(Category.name_ar == sub_name).first()
-                if not sub_cat:
-                    sub_cat = Category(
-                        name_ar=sub_name,
-                        name_en=sub_name,
-                        icon=SUB_ICONS.get(sub_name, "📦"),
-                        parent_id=parent_cats[parent_name].id
-                    )
-                    db.add(sub_cat)
-                    db.commit()
-                    db.refresh(sub_cat)
-                sub_cats[sub_name] = {"model": sub_cat, "parent_name": parent_name}
-
-        # Cache existing products to prevent duplicates when clear=False
+        # Cache existing products
         existing_products_ar = set(r[0] for r in db.execute(text("SELECT name_ar FROM products")).fetchall())
         existing_products_en = set(r[0] for r in db.execute(text("SELECT name_en FROM products")).fetchall())
 
@@ -199,76 +195,70 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
         skipped_count = 0
         
         for item in products_data:
-            # Skip non-dict items (handle malformed JSON items)
             if not isinstance(item, dict):
                 skipped_count += 1
                 continue
                 
-            # Handle both "category" and "category_name" fields (English or Arabic)
             cat_name = item.get("category_name") or item.get("category")
             
-            # Convert English category to Arabic if needed
-            if cat_name and cat_name in ENGLISH_TO_ARABIC_CATEGORY:
-                cat_name = ENGLISH_TO_ARABIC_CATEGORY[cat_name]
-            
-            # Fallback: if category still not found, use default
-            if not cat_name or cat_name not in sub_cats:
-                # Try specs category
-                specs_val = item.get("specs")
-                if isinstance(specs_val, dict):
-                    specs_category = specs_val.get("category")
-                    if specs_category:
-                        if specs_category in ENGLISH_TO_ARABIC_CATEGORY:
-                            specs_category = ENGLISH_TO_ARABIC_CATEGORY[specs_category]
-                        if specs_category in sub_cats:
-                            cat_name = specs_category
-                
-                # Final fallback - use first available category if nothing matched
-                if not cat_name or cat_name not in sub_cats:
-                    # Try partial match as last resort
-                    for sub in sub_cats.keys():
-                        if cat_name and (cat_name in sub or sub in cat_name or 
-                                         (isinstance(cat_name, str) and any(w in sub for w in cat_name.split()))):
-                            cat_name = sub
-                            break
-                    
-                # If still no match, use a default category
-                if not cat_name or cat_name not in sub_cats:
-                    cat_name = "الهواتف والإلكترونيات"  # Default category
-                
-            # Verify cat_name is in sub_cats
-            if cat_name not in sub_cats:
-                cat_name = "الهواتف والإلكترونيات"  # Force default
+            # Use the new mapping for existing category strings
+            if cat_name in SCRAPED_TO_TARGET_MAP:
+                cat_name = SCRAPED_TO_TARGET_MAP[cat_name]
             
             product_name_ar = item.get("name_ar", "").strip()
             product_name_en = item.get("name_en", "").strip()
             
-            # Smart Duplicate Prevention: Skip if name already exists in DB
+            # Smart Subcategory Mapping based on Name Keywords
+            # Only apply if the current category is generic or not found
+            if not cat_name or cat_name in ["الهواتف والإلكترونيات", "Electronics", "تصنيفات أخرى"]:
+                name_to_search = (product_name_en + " " + product_name_ar).lower()
+                
+                # Keywords to specific subcategories
+                KEYWORD_MAP = {
+                    "جوالات": ["iphone", "galaxy", "phone", "mobile", "pixel", "هاتف", "جوال"],
+                    "أجهزة الكمبيوتر": ["laptop", "macbook", "notebook", "pc", "computer", "لابتوب", "حاسوب"],
+                    "ألعاب إلكترونية": ["game", "playstation", "xbox", "nintendo", "controller", "ألعاب", "بلايستيشن"],
+                    "المستلزمات المنزلية": ["vacuum", "cleaner", "iron", "washer", "مكنسة", "غسالة", "مكواة"],
+                    "ملحقات السيارات": ["car", "dashcam", "charger", "سيارة", "شاحن"],
+                    "العطور والتجميل": ["perfume", "beauty", "cream", "عطر", "تجميل", "كريم"]
+                }
+                
+                for target, keywords in KEYWORD_MAP.items():
+                    if any(kw in name_to_search for kw in keywords):
+                        cat_name = target
+                        break
+
+            # Fallback for subcategories if still not found or generic
+            if not cat_name or cat_name not in all_sub_cats:
+                # Try from specs
+                specs_val = item.get("specs", {})
+                if isinstance(specs_val, dict):
+                    specs_cat = specs_val.get("category")
+                    if specs_cat in SCRAPED_TO_TARGET_MAP:
+                        cat_name = SCRAPED_TO_TARGET_MAP[specs_cat]
+                    elif specs_cat in all_sub_cats:
+                        cat_name = specs_cat
+
+            # Final Default
+            if not cat_name or cat_name not in all_sub_cats:
+                cat_name = "الهواتف والإلكترونيات"
+                
+            target_sub_cat = all_sub_cats[cat_name]
+            
             if product_name_ar in existing_products_ar or product_name_en in existing_products_en:
                 skipped_count += 1
                 continue
             
-            sub_cat_info = sub_cats[cat_name]
-            
-            # Build specs - include variants from options if present
-            specs = {}
-            raw_specs = item.get("specs", {})
-            
-            # Ensure specs is a dict, not a string
-            if isinstance(raw_specs, dict):
-                specs = raw_specs.copy()
-            elif raw_specs:
-                specs = {"data": str(raw_specs)}
-            
-            # Convert options to variants in specs if not already present
+            specs = item.get("specs", {})
+            if not isinstance(specs, dict): specs = {}
+
+            # Handle Variants
             if "variants" not in specs and "options" in item:
                 options = item.get("options", [])
-                if options and isinstance(options, list):
+                if isinstance(options, list):
                     variants = []
                     for opt in options:
-                        # Ensure opt is a dict
-                        if not isinstance(opt, dict):
-                            continue
+                        if not isinstance(opt, dict): continue
                         variants.append({
                             "id": opt.get("sku", opt.get("id", "v_default")),
                             "name_en": opt.get("name_en", ""),
@@ -277,9 +267,8 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
                             "stock": opt.get("stock", 10),
                             "image_url": opt.get("image", opt.get("image_url", ""))
                         })
-                    if variants:
-                        specs["variants"] = variants
-            
+                    if variants: specs["variants"] = variants
+
             prod = Product(
                 name_ar=product_name_ar,
                 name_en=product_name_en,
@@ -288,7 +277,7 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
                 price=float(item.get("price", 0)),
                 compare_price=round(float(item.get("compare_price", float(item.get("price", 0)) * 1.3)), 2),
                 stock=item.get("stock", random.randint(10, 100)),
-                category_id=sub_cat_info["model"].id,
+                category_id=target_sub_cat.id,
                 rating=item.get("rating", 4.5),
                 rating_count=item.get("rating_count", 20),
                 is_featured=item.get("is_featured", False),
@@ -298,7 +287,7 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
             db.add(prod)
             db.flush()
             
-            # 4. Handle Images
+            # Handle Images
             for i, img_url in enumerate(item.get("images", [])):
                 db.add(ProductImage(
                     product_id=prod.id,
@@ -321,10 +310,9 @@ async def seed_database(clear: bool = False, db: Session = Depends(get_db)):
         return AuthResponse(
             isSuccess=True,
             value={
-                "message": "تمت عملية المزامنة بنجاح" if not clear else "تمت تهيئة قاعدة البيانات بنجاح",
+                "message": "تمت عملية المزامنة بنجاح",
                 "total_products": db.query(Product).count(),
                 "inserted_new": inserted_count,
-                "skipped_duplicates": skipped_count,
             },
             statusCode=201,
         )

app/core/backup_manager.py

@@ -0,0 +1,72 @@
+import os
+import json
+import shutil
+import time
+from datetime import datetime
+import logging
+
+logger = logging.getLogger(__name__)
+
+class BackupManager:
+    """
+    Manages 30-day automated backups for the product catalog.
+    Ensures that any deletion or major change is reversible.
+    """
+    def __init__(self, base_dir: str):
+        self.backup_dir = os.path.join(base_dir, "backend", "backups")
+        self.catalog_path = os.path.join(base_dir, "backend", "real_products_200.json")
+        self.retention_days = 30
+        
+        if not os.path.exists(self.backup_dir):
+            os.makedirs(self.backup_dir, exist_ok=True)
+
+    def create_snapshot(self, reason: str = "automated"):
+        """Creates a timestamped backup of the current catalog."""
+        if not os.path.exists(self.catalog_path):
+            logger.warning(f"Catalog not found at {self.catalog_path}, skipping backup.")
+            return None
+            
+        ts = datetime.now().strftime("%Y%m%d_%H%M%S")
+        filename = f"catalog_backup_{ts}_{reason}.json"
+        target_path = os.path.join(self.backup_dir, filename)
+        
+        try:
+            shutil.copy2(self.catalog_path, target_path)
+            logger.info(f"Backup created: {filename}")
+            self.prune_old_backups()
+            return target_path
+        except Exception as e:
+            logger.error(f"Failed to create backup: {e}")
+            return None
+
+    def prune_old_backups(self):
+        """Removes backups older than the retention period."""
+        now = time.time()
+        retention_seconds = self.retention_days * 24 * 3600
+        
+        try:
+            for f in os.listdir(self.backup_dir):
+                f_path = os.path.join(self.backup_dir, f)
+                if os.path.isfile(f_path):
+                    if os.stat(f_path).st_mtime < now - retention_seconds:
+                        os.remove(f_path)
+                        logger.info(f"Pruned old backup: {f}")
+        except Exception as e:
+            logger.error(f"Error during backup pruning: {e}")
+
+    def restore_latest(self) -> bool:
+        """Restores the most recent backup to the main catalog path."""
+        try:
+            backups = [f for f in os.listdir(self.backup_dir) if f.endswith(".json")]
+            if not backups:
+                return False
+                
+            backups.sort(reverse=True) # Assuming YYYYMMDD_HHMMSS format
+            latest_path = os.path.join(self.backup_dir, backups[0])
+            
+            shutil.copy2(latest_path, self.catalog_path)
+            logger.info(f"Restored catalog from: {backups[0]}")
+            return True
+        except Exception as e:
+            logger.error(f"Failed to restore backup: {e}")
+            return False

app/core/logging.py

@@ -0,0 +1,43 @@
+import json
+import os
+from datetime import datetime
+
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+AUDIT_LOG_FILE = os.path.join(BASE_DIR, "backend", "logs", "audit_trail.json")
+
+def log_audit_event(action: str, details: str, metadata: dict = None, severity: str = "INFO"):
+    """Log an event to the formal JSON audit trail with rich metadata."""
+    try:
+        log_dir = os.path.dirname(AUDIT_LOG_FILE)
+        if not os.path.exists(log_dir):
+            os.makedirs(log_dir, exist_ok=True)
+            
+        logs = []
+        if os.path.exists(AUDIT_LOG_FILE):
+            with open(AUDIT_LOG_FILE, "r", encoding="utf-8") as f:
+                logs = json.load(f)
+                
+        entry = {
+            "timestamp": datetime.utcnow().isoformat(),
+            "action": action,
+            "details": details,
+            "severity": severity
+        }
+        
+        if metadata:
+            entry["metadata"] = metadata
+        else:
+            entry["metadata"] = {"system_context": "automated_event"}
+            
+        logs.append(entry)
+        
+        # Keep only last 2000 logs for v8.0 robustness
+        if len(logs) > 2000:
+            logs = logs[-2000:]
+            
+        with open(AUDIT_LOG_FILE, "w", encoding="utf-8") as f:
+            json.dump(logs, f, ensure_ascii=False, indent=2)
+    except Exception as e:
+        print(f"Error logging audit event: {e}")
+    except Exception as e:
+        print(f"Error logging audit event: {e}")

backend/logs/audit_trail.json

@@ -0,0 +1,1487 @@
+[
+  {
+    "timestamp": "2026-03-12T21:50:10.074797",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81Os1ndA6dL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 1,
+      "name": "Apple iPhone 15 Pro Max",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.123953",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81Sig84AMNL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 2,
+      "name": "Apple iPhone 15 Pro",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.148011",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61cwywLZSuL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 8,
+      "name": "Apple iPhone 14",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.180837",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71gl6eL1mUL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 9,
+      "name": "Apple iPhone 13",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.214104",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61TOWf11+dL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 10,
+      "name": "Apple iPhone SE (2022)",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.259293",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 11,
+      "name": "Apple MacBook Pro M3 14\"",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.305485",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61XZQXFQqrL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 14,
+      "name": "Apple iPad Air M1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.345021",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71YvKHT45cL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 15,
+      "name": "Apple iPad Mini 6",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.387268",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61f1Yf71HeL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 18,
+      "name": "Apple AirPods Pro (2nd Gen)",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.440381",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81thV0WAt9L._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 19,
+      "name": "Apple AirPods Max",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.488210",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/51f8B+36TjL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 20,
+      "name": "Apple Mac Studio M2 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.540201",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 21,
+      "name": "Samsung Galaxy S24 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.600511",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Yd5S5v8fL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 22,
+      "name": "Samsung Galaxy S24+",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.657083",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71W2I+h6cIL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 23,
+      "name": "Samsung Galaxy S24",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.705997",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81W77D6i9BL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 26,
+      "name": "Samsung Galaxy Tab S9 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.768147",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Y+K6nILdL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 27,
+      "name": "Samsung Galaxy Watch6 Classic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.861595",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61f1Yf71HeL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 28,
+      "name": "Samsung Galaxy Buds2 Pro",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:10.975159",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 29,
+      "name": "Samsung Galaxy A54 5G",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.057774",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81fH+S7+RHL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 30,
+      "name": "Samsung Galaxy S23 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.125583",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 31,
+      "name": "Sony PlayStation 5 Slim",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.202333",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 33,
+      "name": "Sony Sony WF-1000XM5",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.256891",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 36,
+      "name": "Sony DualSense Edge",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.340528",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 37,
+      "name": "Sony Pulse 3D Wireless Headset",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.448673",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 38,
+      "name": "Sony PlayStation VR2",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.531020",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 39,
+      "name": "Dyson Dyson V15 Detect",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.617850",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 43,
+      "name": "Dyson Dyson Gen5detect",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.698514",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 44,
+      "name": "Xiaomi Xiaomi 14 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.781256",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Yd5S5v8fL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 46,
+      "name": "Xiaomi Redmi Note 13 Pro+",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.889379",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81W77D6i9BL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 47,
+      "name": "Xiaomi Xiaomi Pad 6",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:11.979350",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71r2+9u+VGL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 49,
+      "name": "Nike Air Jordan 1 Retro High",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.049230",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 62,
+      "name": "Master Electric Toothbrush Sonic 33",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.125937",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 76,
+      "name": "Master Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.195706",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 83,
+      "name": "Advanced Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.267615",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 93,
+      "name": "Prime Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.339280",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 100,
+      "name": "Legacy 4K Ultra HD Dashcam 56",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.417373",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 110,
+      "name": "Prime Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.469381",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 111,
+      "name": "Ultra Men's Grooming Kit 10-in-1 67",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.551457",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 131,
+      "name": "Elite Men's Grooming Kit 10-in-1 44",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.641386",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 135,
+      "name": "Legacy Men's Grooming Kit 10-in-1 11",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.755645",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 157,
+      "name": "Apex Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:12.896716",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 161,
+      "name": "Titan Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.043245",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 163,
+      "name": "Pro 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.125084",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 164,
+      "name": "Precision Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.246185",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 165,
+      "name": "Legacy 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.334404",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 166,
+      "name": "Master 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.439936",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 167,
+      "name": "Precision 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.510918",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 172,
+      "name": "Precision 4K Ultra HD Dashcam 99",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.587568",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 175,
+      "name": "Elite Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.648335",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 182,
+      "name": "Nova Men's Grooming Kit 10-in-1 62",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.713712",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 185,
+      "name": "Ultra 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.792842",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 188,
+      "name": "Advanced 4K Ultra HD Dashcam 85",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.890949",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 195,
+      "name": "Precision Electric Toothbrush Sonic 44",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:13.977356",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 199,
+      "name": "Prime 4K Ultra HD Dashcam 78",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:50:14.052574",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 206,
+      "name": "Titan Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:35.665931",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81Os1ndA6dL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 1,
+      "name": "Apple iPhone 15 Pro Max",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:35.751498",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81Sig84AMNL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 2,
+      "name": "Apple iPhone 15 Pro",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:35.857576",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61cwywLZSuL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 8,
+      "name": "Apple iPhone 14",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:35.979887",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71gl6eL1mUL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 9,
+      "name": "Apple iPhone 13",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.065399",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61TOWf11+dL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 10,
+      "name": "Apple iPhone SE (2022)",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.119342",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 11,
+      "name": "Apple MacBook Pro M3 14\"",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.192973",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61XZQXFQqrL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 14,
+      "name": "Apple iPad Air M1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.293192",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71YvKHT45cL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 15,
+      "name": "Apple iPad Mini 6",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.353412",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61f1Yf71HeL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 18,
+      "name": "Apple AirPods Pro (2nd Gen)",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.413397",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81thV0WAt9L._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 19,
+      "name": "Apple AirPods Max",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.487958",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/51f8B+36TjL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 20,
+      "name": "Apple Mac Studio M2 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.551319",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 21,
+      "name": "Samsung Galaxy S24 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.617166",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Yd5S5v8fL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 22,
+      "name": "Samsung Galaxy S24+",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.676364",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71W2I+h6cIL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 23,
+      "name": "Samsung Galaxy S24",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.745590",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81W77D6i9BL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 26,
+      "name": "Samsung Galaxy Tab S9 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.812226",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Y+K6nILdL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 27,
+      "name": "Samsung Galaxy Watch6 Classic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.884932",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/61f1Yf71HeL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 28,
+      "name": "Samsung Galaxy Buds2 Pro",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:36.979580",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 29,
+      "name": "Samsung Galaxy A54 5G",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.079357",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81fH+S7+RHL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 30,
+      "name": "Samsung Galaxy S23 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.161101",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 31,
+      "name": "Sony PlayStation 5 Slim",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.224897",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 33,
+      "name": "Sony Sony WF-1000XM5",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.359569",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 36,
+      "name": "Sony DualSense Edge",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.484365",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 37,
+      "name": "Sony Pulse 3D Wireless Headset",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.602435",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/619v7G3S3uL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 38,
+      "name": "Sony PlayStation VR2",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.705230",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 39,
+      "name": "Dyson Dyson V15 Detect",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.811630",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 43,
+      "name": "Dyson Dyson Gen5detect",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:37.961463",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71WkS6D93rL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 44,
+      "name": "Xiaomi Xiaomi 14 Ultra",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.165586",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71Yd5S5v8fL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 46,
+      "name": "Xiaomi Redmi Note 13 Pro+",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.268062",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/81W77D6i9BL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 47,
+      "name": "Xiaomi Xiaomi Pad 6",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.359612",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71r2+9u+VGL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 49,
+      "name": "Nike Air Jordan 1 Retro High",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.442613",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 62,
+      "name": "Nova Electric Toothbrush Sonic 23",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.508431",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 70,
+      "name": "Pro 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.654644",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 80,
+      "name": "Apex Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.728640",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 84,
+      "name": "Supreme Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.798768",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 88,
+      "name": "Prime Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.860303",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 92,
+      "name": "Elite 4K Ultra HD Dashcam 79",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:38.966348",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 93,
+      "name": "Titan Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.058376",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 102,
+      "name": "Precision Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.132922",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 106,
+      "name": "Master 4K Ultra HD Dashcam 34",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.215580",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 108,
+      "name": "Quantum Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.297896",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 110,
+      "name": "Titan 4K Ultra HD Dashcam 36",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.391852",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 114,
+      "name": "Supreme Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.456006",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 116,
+      "name": "Pro Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.528105",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 125,
+      "name": "Quantum 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.600518",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 128,
+      "name": "Master 4K Ultra HD Dashcam 97",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.694802",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 131,
+      "name": "Titan 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.756507",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 134,
+      "name": "Supreme Men's Grooming Kit 10-in-1 73",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.834416",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 137,
+      "name": "Advanced Electric Toothbrush Sonic 68",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:39.939693",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 139,
+      "name": "Prime Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.074841",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 145,
+      "name": "Prime 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.164757",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 147,
+      "name": "Quantum Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.254969",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 152,
+      "name": "Legacy Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.331027",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 154,
+      "name": "Apex Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.413702",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 161,
+      "name": "Master Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.476173",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 162,
+      "name": "Advanced Men's Grooming Kit 10-in-1 43",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.551153",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 193,
+      "name": "Apex 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.654938",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 201,
+      "name": "Legacy Men's Grooming Kit 10-in-1 97",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.749974",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 229,
+      "name": "Titan Men's Grooming Kit 10-in-1 65",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.814168",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 231,
+      "name": "Ultra Electric Toothbrush Sonic 47",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:40.895659",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 232,
+      "name": "Elite Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.001925",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 233,
+      "name": "Ultra Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.097992",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 240,
+      "name": "Elite 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.183645",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 256,
+      "name": "Ultra Men's Grooming Kit 10-in-1 83",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.263836",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 265,
+      "name": "Precision Electric Toothbrush Sonic 96",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.332010",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 266,
+      "name": "Apex Men's Grooming Kit 10-in-1 76",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.420359",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 273,
+      "name": "Nova Men's Grooming Kit 10-in-1 93",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.491583",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 283,
+      "name": "Master 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.559585",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 294,
+      "name": "Precision 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.648315",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 296,
+      "name": "Quantum 4K Ultra HD Dashcam 68",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.746376",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 306,
+      "name": "Nova Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.829247",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 312,
+      "name": "Precision Electric Toothbrush Sonic 14",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:41.956120",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 321,
+      "name": "Precision Men's Grooming Kit 10-in-1 20",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.056348",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 322,
+      "name": "Advanced Men's Grooming Kit 10-in-1",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.133203",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 332,
+      "name": "Advanced Electric Toothbrush Sonic 59",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.210281",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 334,
+      "name": "Master Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.293439",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 349,
+      "name": "Legacy 4K Ultra HD Dashcam",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.363488",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 350,
+      "name": "Prime Electric Toothbrush Sonic 25",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.439385",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 354,
+      "name": "Nova Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.522157",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 377,
+      "name": "Nova Electric Toothbrush Sonic 32",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.601175",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/71+vPOnN+TL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 395,
+      "name": "Master 4K Ultra HD Dashcam 27",
+      "reason": "broken_assets"
+    }
+  },
+  {
+    "timestamp": "2026-03-12T21:51:42.682382",
+    "action": "QUARANTINE_PRODUCT",
+    "details": "Broken images detected: ['https://m.media-amazon.com/images/I/618SshT29XL._AC_SL1500_.jpg']",
+    "severity": "INFO",
+    "metadata": {
+      "product_id": 400,
+      "name": "Elite Electric Toothbrush Sonic",
+      "reason": "broken_assets"
+    }
+  }
+]

logs/audit_trail.json

@@ -0,0 +1,2770 @@
+[
+  {
+    "timestamp": "2026-03-12T09:08:13.010453",
+    "user": "System",
+    "product_id": 1,
+    "product_name": "Apple MacBook Pro Pro Max",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.011963",
+    "user": "System",
+    "product_id": 7,
+    "product_name": "Apple Watch Ultra Elite",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.036020",
+    "user": "System",
+    "product_id": 8,
+    "product_name": "Dior J'adore Ultra Series",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.057243",
+    "user": "System",
+    "product_id": 24,
+    "product_name": "Apple iPhone 14 Global Edition",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.078238",
+    "user": "System",
+    "product_id": 25,
+    "product_name": "Apple iPad Air Luxury",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.099835",
+    "user": "System",
+    "product_id": 34,
+    "product_name": "Xiaomi Xiaomi 14 Global Edition",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.121954",
+    "user": "System",
+    "product_id": 36,
+    "product_name": "Sony Bravia XR Global Edition",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T09:08:13.150530",
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+    "product_name": "Chanel No. 5 Business Gen 3 2025",
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+  {
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+    "product_name": "Dyson Pure Cool Elite Edition 2024 2023",
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+    "product_name": "Dior Dior Homme Ultra Series v3 2023",
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+    "product_name": "HP Pavilion Plus Global Edition Gen 3 2024",
+    "reason": "Failed 404 check for all main images",
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+  },
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+    "user": "System",
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+    "product_name": "Dyson Pure Cool Global Edition v1 2023",
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+  },
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+  },
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+    "product_name": "Dyson Pure Cool Ultra Series Gen 3 2023",
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+    "product_name": "HP Spectre x360 Special Gen 3 2023",
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+    "reason": "Failed 404 check for all main images",
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+    "product_name": "Chanel Allure Home",
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+    "product_name": "Galaxy Buds2 Pro",
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+    "user": "System",
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+    "product_name": "DualSense Edge Controller (2025)",
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+    "product_name": "Redmi Pad SE (2025)",
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+    "product_id": 89,
+    "product_name": "PlayStation 5 Slim (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:01.990125",
+    "user": "System",
+    "product_id": 102,
+    "product_name": "Galaxy Watch6 Classic (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.025168",
+    "user": "System",
+    "product_id": 146,
+    "product_name": "PlayStation 5 Slim (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.069202",
+    "user": "System",
+    "product_id": 165,
+    "product_name": "Alpha A7 IV (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.158590",
+    "user": "System",
+    "product_id": 167,
+    "product_name": "Poco X6 Pro (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.196485",
+    "user": "System",
+    "product_id": 181,
+    "product_name": "iPad Air Gen 5 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.234184",
+    "user": "System",
+    "product_id": 188,
+    "product_name": "Galaxy S24 Ultra (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.272102",
+    "user": "System",
+    "product_id": 193,
+    "product_name": "MacBook Air M2 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T11:06:02.309866",
+    "user": "System",
+    "product_id": 25,
+    "product_name": "Galaxy S24+",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:21.929928",
+    "user": "System",
+    "product_id": 3,
+    "product_name": "Sony Bravia XR A80L",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:21.944965",
+    "user": "System",
+    "product_id": 8,
+    "product_name": "Dyson Airwrap Multi-Styler",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:21.975855",
+    "user": "System",
+    "product_id": 27,
+    "product_name": "HP Spectre x360",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.011085",
+    "user": "System",
+    "product_id": 37,
+    "product_name": "Apple TV 4K",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.041702",
+    "user": "System",
+    "product_id": 61,
+    "product_name": "Dyson Purifier Hot+Cool (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.075370",
+    "user": "System",
+    "product_id": 64,
+    "product_name": "Chanel Coco Mademoiselle (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.109610",
+    "user": "System",
+    "product_id": 65,
+    "product_name": "Dyson Airwrap Multi-Styler (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.145368",
+    "user": "System",
+    "product_id": 75,
+    "product_name": "Dell Precision 5570 (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.183211",
+    "user": "System",
+    "product_id": 78,
+    "product_name": "HP Victus 16 (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.224170",
+    "user": "System",
+    "product_id": 96,
+    "product_name": "Xiaomi Watch S3 (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.268570",
+    "user": "System",
+    "product_id": 122,
+    "product_name": "Dyson Airwrap Multi-Styler (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.317996",
+    "user": "System",
+    "product_id": 123,
+    "product_name": "Miss Dior Parfum (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.355207",
+    "user": "System",
+    "product_id": 125,
+    "product_name": "Xiaomi 13T Pro (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.390116",
+    "user": "System",
+    "product_id": 139,
+    "product_name": "Sony WH-1000XM5 (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.442118",
+    "user": "System",
+    "product_id": 185,
+    "product_name": "Sony WF-1000XM5 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.479281",
+    "user": "System",
+    "product_id": 188,
+    "product_name": "HP Envy 13 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.579730",
+    "user": "System",
+    "product_id": 189,
+    "product_name": "Dell Precision 5570 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.680799",
+    "user": "System",
+    "product_id": 100,
+    "product_name": "Dyson V15 Detect (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.725823",
+    "user": "System",
+    "product_id": 157,
+    "product_name": "Dyson V15 Detect (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.782553",
+    "user": "System",
+    "product_id": 59,
+    "product_name": "Chanel Bleu de Chanel (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.880782",
+    "user": "System",
+    "product_id": 116,
+    "product_name": "Chanel Bleu de Chanel (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.913936",
+    "user": "System",
+    "product_id": 25,
+    "product_name": "Sony WH-1000XM5",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.955630",
+    "user": "System",
+    "product_id": 6,
+    "product_name": "Galaxy S24 Ultra",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:22.988713",
+    "user": "System",
+    "product_id": 28,
+    "product_name": "Poco X6 Pro",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.032788",
+    "user": "System",
+    "product_id": 69,
+    "product_name": "Alpha A7 IV (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.077515",
+    "user": "System",
+    "product_id": 72,
+    "product_name": "J'adore Eau de Parfum (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.128341",
+    "user": "System",
+    "product_id": 104,
+    "product_name": "MacBook Air M2 (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.167554",
+    "user": "System",
+    "product_id": 114,
+    "product_name": "Galaxy Z Flip5 (2025)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.217368",
+    "user": "System",
+    "product_id": 124,
+    "product_name": "PlayStation 5 Slim (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.283365",
+    "user": "System",
+    "product_id": 140,
+    "product_name": "Galaxy Tab S9 Ultra (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.325055",
+    "user": "System",
+    "product_id": 154,
+    "product_name": "Redmi Pad SE (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.363888",
+    "user": "System",
+    "product_id": 160,
+    "product_name": "Galaxy A54 5G (2026)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.403555",
+    "user": "System",
+    "product_id": 177,
+    "product_name": "Galaxy S24 Ultra (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.448337",
+    "user": "System",
+    "product_id": 187,
+    "product_name": "AirPods Pro Gen 2 (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.483867",
+    "user": "System",
+    "product_id": 197,
+    "product_name": "Galaxy Tab S9 Ultra (2027)",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  },
+  {
+    "timestamp": "2026-03-12T19:40:23.519576",
+    "user": "System",
+    "product_id": 53,
+    "product_name": "Galaxy S24+",
+    "reason": "Failed 404 check for all main images",
+    "status": "FLAGGED_FOR_DELETION"
+  }
+]

trigger_seed.py

@@ -0,0 +1,22 @@
+import sys
+import os
+sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+
+import asyncio
+from app.db.base import SessionLocal
+from app.api.seed import seed_database
+
+async def main():
+    db = SessionLocal()
+    try:
+        print("Running seed_database directly from Python...")
+        res = await seed_database(clear=True, db=db)
+        print(f"[Result] Success: {res.isSuccess}")
+        print(f"[Details]: {res.value}")
+    except Exception as e:
+        print(f"Error occurred: {e}")
+    finally:
+        db.close()
+
+if __name__ == "__main__":
+    asyncio.run(main())