Fix new services implementation 3

frontend/src/api/hooks/useForecast.ts

@@ -163,7 +163,8 @@ export const useForecast = () => {
     tenantId: string,
     format: 'csv' | 'excel' | 'json',
     params?: {
-      product_name?: string;
+      inventory_product_id?: string;  // Primary way to filter by product
+      product_name?: string;  // For backward compatibility
       start_date?: string;
       end_date?: string;
     }

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

@@ -91,7 +91,8 @@ export class ForecastingService {
   async getForecasts(
     tenantId: string,
     params?: BaseQueryParams & {
-      product_name?: string;
+      inventory_product_id?: string;  // Primary way to filter by product
+      product_name?: string;  // For backward compatibility - will need inventory service lookup
       start_date?: string;
       end_date?: string;
       model_id?: string;
@@ -158,7 +159,8 @@ export class ForecastingService {
       }
       
       return forecastsArray.map((forecast: any) => ({
-        product_name: forecast.product_name,
+        inventory_product_id: forecast.inventory_product_id,
+        product_name: forecast.product_name,  // Optional - for display
         next_day_prediction: forecast.predicted_demand || 0,
         next_week_avg: forecast.predicted_demand || 0,
         trend_direction: 'stable' as const,
@@ -168,9 +170,10 @@ export class ForecastingService {
     } catch (error) {
       console.error('QuickForecasts API call failed, using fallback data:', error);
       
-      // Return mock data for common bakery products
+      // Return mock data for common bakery products (using mock inventory_product_ids)
       return [
         {
+          inventory_product_id: 'mock-pan-de-molde-001',
           product_name: 'Pan de Molde',
           next_day_prediction: 25,
           next_week_avg: 175,
@@ -179,6 +182,7 @@ export class ForecastingService {
           last_updated: new Date().toISOString()
         },
         {
+          inventory_product_id: 'mock-baguettes-002',
           product_name: 'Baguettes',
           next_day_prediction: 20,
           next_week_avg: 140,
@@ -187,6 +191,7 @@ export class ForecastingService {
           last_updated: new Date().toISOString()
         },
         {
+          inventory_product_id: 'mock-croissants-003',
           product_name: 'Croissants',
           next_day_prediction: 15,
           next_week_avg: 105,
@@ -195,6 +200,7 @@ export class ForecastingService {
           last_updated: new Date().toISOString()
         },
         {
+          inventory_product_id: 'mock-magdalenas-004',
           product_name: 'Magdalenas',
           next_day_prediction: 12,
           next_week_avg: 84,
@@ -244,7 +250,8 @@ export class ForecastingService {
     tenantId: string,
     format: 'csv' | 'excel' | 'json',
     params?: {
-      product_name?: string;
+      inventory_product_id?: string;  // Primary way to filter by product
+      product_name?: string;  // For backward compatibility
       start_date?: string;
       end_date?: string;
     }
@@ -272,7 +279,8 @@ export class ForecastingService {
   async getForecastAccuracy(
     tenantId: string,
     params?: {
-      product_name?: string;
+      inventory_product_id?: string;  // Primary way to filter by product
+      product_name?: string;  // For backward compatibility
       model_id?: string;
       start_date?: string;
       end_date?: string;
@@ -280,7 +288,8 @@ export class ForecastingService {
   ): Promise<{
     overall_accuracy: number;
     product_accuracy: Array<{
-      product_name: string;
+      inventory_product_id: string;
+      product_name?: string;  // Optional - for display
       accuracy: number;
       sample_size: number;
     }>;

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

@@ -139,7 +139,8 @@ export class SalesService {
     params?: {
       start_date?: string;
       end_date?: string;
-      product_names?: string[];
+      inventory_product_ids?: string[];  // Primary way to filter by products
+      product_names?: string[];  // For backward compatibility - will need inventory service lookup
       metrics?: string[];
     }
   ): Promise<any> {

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

@@ -176,7 +176,8 @@ export interface PurchaseOrderItem {
   price_list_item_id?: string;
   ingredient_id: string;
   product_code?: string;
-  product_name: string;
+  inventory_product_id: string;  // Reference to inventory service product
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   ordered_quantity: number;
   unit_of_measure: string;
   unit_price: number;
@@ -207,7 +208,8 @@ export interface CreatePurchaseOrderRequest {
   items: {
     ingredient_id: string;
     product_code?: string;
-    product_name: string;
+    inventory_product_id: string;  // Reference to inventory service product
+    product_name?: string;  // Optional - for backward compatibility
     ordered_quantity: number;
     unit_of_measure: string;
     unit_price: number;
@@ -268,7 +270,8 @@ export interface DeliveryItem {
   delivery_id: string;
   purchase_order_item_id: string;
   ingredient_id: string;
-  product_name: string;
+  inventory_product_id: string;  // Reference to inventory service product
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   ordered_quantity: number;
   delivered_quantity: number;
   accepted_quantity: number;

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

@@ -101,7 +101,8 @@ export class TrainingService {
   async getModels(
     tenantId: string,
     params?: BaseQueryParams & {
-      product_name?: string;
+      inventory_product_id?: string;  // Primary way to filter by product
+      product_name?: string;  // For backward compatibility - will need inventory service lookup
       is_active?: boolean;
     }
   ): Promise<PaginatedResponse<ModelInfo>> {

frontend/src/api/types/data.ts

@@ -9,8 +9,10 @@ export interface SalesData {
   id: string;
   tenant_id: string;
   date: string;
-  product_name: string;
-  category?: string;
+  inventory_product_id: string;  // Reference to inventory service product
+  // Note: product_name now needs to be fetched from inventory service using inventory_product_id
+  product_name?: string;  // Optional - for backward compatibility, populated by frontend logic
+  category?: string;  // Optional - fetched from inventory service
   quantity: number;
   unit_price: number;
   total_revenue: number;
@@ -55,7 +57,9 @@ export interface SalesDataQuery extends BaseQueryParams {
   tenant_id: string;
   start_date?: string;
   end_date?: string;
-  product_names?: string[];
+  // Note: product_names filtering now requires inventory service integration or use inventory_product_ids
+  product_names?: string[];  // For backward compatibility - will need inventory service lookup
+  inventory_product_ids?: string[];  // Primary way to filter by products
   location_ids?: string[];
   sources?: string[];
   min_quantity?: number;
@@ -64,7 +68,7 @@ export interface SalesDataQuery extends BaseQueryParams {
   max_revenue?: number;
   search_term?: string;
   sales_channel?: string;
-  inventory_product_id?: string;
+  inventory_product_id?: string;  // Single product filter
   is_validated?: boolean;
 }
 
@@ -115,7 +119,8 @@ export interface DashboardStats {
 }
 
 export interface ProductStats {
-  product_name: string;
+  inventory_product_id: string;  // Reference to inventory service product
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   total_quantity: number;
   total_revenue: number;
   avg_price: number;

frontend/src/api/types/forecasting.ts

@@ -6,7 +6,7 @@
 import { ExternalFactors } from './data';
 
 export interface SingleForecastRequest {
-  product_name: string;
+  inventory_product_id: string;
   forecast_date: string;
   forecast_days: number;
   location: string;
@@ -16,7 +16,8 @@ export interface SingleForecastRequest {
 }
 
 export interface BatchForecastRequest {
-  product_names?: string[];
+  inventory_product_ids?: string[];  // Primary way to specify products
+  product_names?: string[];  // For backward compatibility - will need inventory service lookup
   forecast_date: string;
   forecast_days: number;
   location: string;
@@ -28,7 +29,8 @@ export interface BatchForecastRequest {
 export interface ForecastResponse {
   id: string;
   tenant_id: string;
-  product_name: string;
+  inventory_product_id: string;
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   forecast_date: string;
   predicted_demand: number;
   confidence_lower?: number;
@@ -77,7 +79,8 @@ export interface ForecastAlert {
 }
 
 export interface QuickForecast {
-  product_name: string;
+  inventory_product_id: string;
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   next_day_prediction: number;
   next_week_avg: number;
   trend_direction: 'up' | 'down' | 'stable';

frontend/src/api/types/training.ts

@@ -14,7 +14,7 @@ export interface TrainingJobRequest {
 }
 
 export interface SingleProductTrainingRequest {
-  product_name: string;
+  inventory_product_id: string;
   config?: TrainingJobConfig;
   priority?: number;
 }
@@ -81,11 +81,12 @@ export interface TrainingJobResults {
   total_training_time_seconds: number;
   average_model_accuracy?: number;
   trained_models: TrainedModelInfo[];
-  failed_products?: string[];
+  failed_products?: string[];  // inventory_product_ids of failed products
 }
 
 export interface TrainedModelInfo {
-  product_name: string;
+  inventory_product_id: string;
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   model_id: string;
   model_type: string;
   accuracy_metrics: TrainingMetrics;
@@ -107,7 +108,8 @@ export interface TrainingMetrics {
 export interface ModelInfo {
   model_id: string;
   tenant_id: string;
-  product_name: string;
+  inventory_product_id: string;
+  product_name?: string;  // Optional - for display, populated by frontend from inventory service
   model_type: string;
   model_path: string;
   version: number;