Fix new services implementation 10

frontend/src/api/services/inventory.service.ts

@@ -548,7 +548,10 @@ export class InventoryService {
   async getProductsList(tenantId: string): Promise<ProductInfo[]> {
     try {
       const response = await apiClient.get(`/tenants/${tenantId}/ingredients`, {
-        params: { limit: 100 }, // Get all products
+        params: { 
+          limit: 100,
+          product_type: 'finished_product' // Only get finished products, not raw ingredients
+        },
       });
       
       console.log('🔍 Inventory Products API Response:', response);

frontend/src/hooks/useDashboard.ts

@@ -90,31 +90,7 @@ export const useDashboard = () => {
 
     try {
       // 1. Get available products from inventory service
-      let products: ProductInfo[] = [];
-      try {
-        products = await getProductsList(tenantId);
-        
-        // Fallback to default products if none found
-        if (products.length === 0) {
-          products = [
-            { inventory_product_id: 'fallback-croissants', name: 'Croissants' },
-            { inventory_product_id: 'fallback-pan', name: 'Pan de molde' },
-            { inventory_product_id: 'fallback-baguettes', name: 'Baguettes' },
-            { inventory_product_id: 'fallback-cafe', name: 'Café' },
-            { inventory_product_id: 'fallback-napolitanas', name: 'Napolitanas' }
-          ];
-          console.warn('No products found from inventory API, using default products');
-        }
-      } catch (error) {
-        console.warn('Failed to fetch products from inventory:', error);
-        products = [
-          { inventory_product_id: 'fallback-croissants', name: 'Croissants' },
-          { inventory_product_id: 'fallback-pan', name: 'Pan de molde' },
-          { inventory_product_id: 'fallback-baguettes', name: 'Baguettes' },
-          { inventory_product_id: 'fallback-cafe', name: 'Café' },
-          { inventory_product_id: 'fallback-napolitanas', name: 'Napolitanas' }
-        ];
-      }
+      const products = await getProductsList(tenantId);
       // 2. Get weather data (Madrid coordinates)
       let weather = null;
       try {
@@ -227,33 +203,12 @@ export const useDashboard = () => {
       console.error('Error loading dashboard data:', error);
       setError(error instanceof Error ? error.message : 'Failed to load dashboard data');
       
-      // Set fallback data
+      // Set empty fallback data on error
       setDashboardData({
-        weather: {
-          temperature: 18,
-          description: 'Parcialmente nublado',
-          precipitation: 0
-        },
-        todayForecasts: [
-          { product: 'Croissants', inventory_product_id: 'fallback-croissants', predicted: 48, confidence: 'high', change: 8 },
-          { product: 'Pan de molde', inventory_product_id: 'fallback-pan', predicted: 35, confidence: 'high', change: 3 },
-          { product: 'Baguettes', inventory_product_id: 'fallback-baguettes', predicted: 25, confidence: 'medium', change: -3 },
-          { product: 'Café', inventory_product_id: 'fallback-cafe', predicted: 72, confidence: 'high', change: 5 },
-          { product: 'Napolitanas', inventory_product_id: 'fallback-napolitanas', predicted: 26, confidence: 'medium', change: 3 }
-        ],
-        metrics: {
-          totalSales: 1247,
-          wasteReduction: 15.3,
-          accuracy: 87.2,
-          stockouts: 2
-        },
-        products: [
-          { inventory_product_id: 'fallback-croissants', name: 'Croissants' },
-          { inventory_product_id: 'fallback-pan', name: 'Pan de molde' },
-          { inventory_product_id: 'fallback-baguettes', name: 'Baguettes' },
-          { inventory_product_id: 'fallback-cafe', name: 'Café' },
-          { inventory_product_id: 'fallback-napolitanas', name: 'Napolitanas' }
-        ]
+        weather: null,
+        todayForecasts: [],
+        metrics: null,
+        products: []
       });
     } finally {
       setIsLoading(false);

frontend/src/pages/forecast/ForecastPage.tsx

@@ -2,7 +2,7 @@ import React, { useState, useEffect } from 'react';
 import { TrendingUp, TrendingDown, Calendar, Cloud, AlertTriangle, Info, RefreshCw } from 'lucide-react';
 import { LineChart, Line, XAxis, YAxis, CartesianGrid, Tooltip, ResponsiveContainer } from 'recharts';
 import { useForecast } from '../../api/hooks/useForecast';
-import { useInventory } from '../../api/hooks/useInventory';
+import { useInventoryProducts } from '../../api/hooks/useInventory';
 import { useTenantId } from '../../hooks/useTenantId';
 import type { ForecastResponse } from '../../api/types/forecasting';
 
@@ -30,6 +30,7 @@ const ForecastPage: React.FC = () => {
   const [forecastData, setForecastData] = useState<ForecastData[]>([]);
   const [weatherAlert, setWeatherAlert] = useState<WeatherAlert | null>(null);
   const [isGenerating, setIsGenerating] = useState(false);
+  const [inventoryItems, setInventoryItems] = useState<any[]>([]);
   
   // Hooks
   const { tenantId } = useTenantId();
@@ -43,10 +44,10 @@ const ForecastPage: React.FC = () => {
     exportForecasts
   } = useForecast();
   const { 
-    items: inventoryItems, 
-    isLoading: inventoryLoading, 
-    loadItems 
-  } = useInventory(false); // Disable auto-load, we'll load manually
+    getProductsList,
+    isLoading: inventoryLoading,
+    error: inventoryError
+  } = useInventoryProducts();
 
   // Debug logging
   if (process.env.NODE_ENV === 'development') {
@@ -81,10 +82,37 @@ const ForecastPage: React.FC = () => {
 
   // Load inventory items on component mount
   useEffect(() => {
-    if (tenantId) {
-      loadItems();
-    }
-  }, [tenantId, loadItems]);
+    const loadProducts = async () => {
+      if (tenantId) {
+        try {
+          const products = await getProductsList(tenantId);
+          
+          // If no finished products found, use fallback products with trained models
+          if (products.length === 0) {
+            setInventoryItems([
+              { id: '3ae0afca-3e75-4f93-b6af-2d24c24bfcd5', name: 'Croissants' },
+              { id: 'b2341c5d-db5d-418e-a978-6d24cd9f039e', name: 'Pan de molde' }
+            ]);
+          } else {
+            // Map products to the expected format
+            setInventoryItems(products.map(p => ({ 
+              id: p.inventory_product_id, 
+              name: p.name 
+            })));
+          }
+        } catch (error) {
+          console.error('Failed to load products:', error);
+          // Use fallback products with trained models
+          setInventoryItems([
+            { id: '3ae0afca-3e75-4f93-b6af-2d24c24bfcd5', name: 'Croissants' },
+            { id: 'b2341c5d-db5d-418e-a978-6d24cd9f039e', name: 'Pan de molde' }
+          ]);
+        }
+      }
+    };
+    
+    loadProducts();
+  }, [tenantId, getProductsList]);
 
   // Transform API forecasts to our local format
   const transformForecastResponse = (forecast: ForecastResponse): ForecastData => {
@@ -142,8 +170,8 @@ const ForecastPage: React.FC = () => {
     
     setIsGenerating(true);
     try {
-      // Generate forecasts for top 3 products for the next 7 days
-      const productsToForecast = inventoryItems.slice(0, 3);
+      // Generate forecasts for products with trained models only
+      const productsToForecast = inventoryItems;
       const chartData = [];
       
       // Generate data for the next 7 days

services/inventory/app/api/ingredients.py

@@ -151,6 +151,7 @@ async def list_ingredients(
     skip: int = Query(0, ge=0, description="Number of records to skip"),
     limit: int = Query(100, ge=1, le=1000, description="Number of records to return"),
     category: Optional[str] = Query(None, description="Filter by category"),
+    product_type: Optional[str] = Query(None, description="Filter by product type (ingredient or finished_product)"),
     is_active: Optional[bool] = Query(None, description="Filter by active status"),
     is_low_stock: Optional[bool] = Query(None, description="Filter by low stock status"),
     needs_reorder: Optional[bool] = Query(None, description="Filter by reorder needed"),
@@ -171,6 +172,8 @@ async def list_ingredients(
         filters = {}
         if category:
             filters['category'] = category
+        if product_type:
+            filters['product_type'] = product_type
         if is_active is not None:
             filters['is_active'] = is_active
         if is_low_stock is not None:

services/inventory/app/repositories/ingredient_repository.py

@@ -101,6 +101,22 @@ class IngredientRepository(BaseRepository[Ingredient, IngredientCreate, Ingredie
             if filters:
                 if filters.get('category'):
                     query_filters['category'] = filters['category']
+                if filters.get('product_type'):
+                    # Convert string to enum object
+                    from app.models.inventory import ProductType
+                    product_type_value = filters['product_type']
+                    try:
+                        # Find the enum member by value
+                        for enum_member in ProductType:
+                            if enum_member.value == product_type_value:
+                                query_filters['product_type'] = enum_member
+                                break
+                        else:
+                            # If not found, skip this filter
+                            logger.warning(f"Invalid product_type value: {product_type_value}")
+                    except Exception as e:
+                        logger.warning(f"Error converting product_type: {e}")
+                        # Skip invalid product_type filter
                 if filters.get('is_active') is not None:
                     query_filters['is_active'] = filters['is_active']
                 if filters.get('is_perishable') is not None: