Improve AI logic
This commit is contained in:
Urtzi Alfaro
446
frontend/src/api/services/aiInsights.ts
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446
frontend/src/api/services/aiInsights.ts
Normal file
@@ -0,0 +1,446 @@
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/**
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* AI Insights Service
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*
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* Provides access to AI-generated insights from the AI Insights microservice.
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* Replaces mock data with real API integration.
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*
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* Backend endpoints:
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* - GET /tenants/{tenant_id}/insights
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* - GET /tenants/{tenant_id}/insights/{insight_id}
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* - POST /tenants/{tenant_id}/insights/feedback
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* - GET /tenants/{tenant_id}/insights/stats
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* - GET /tenants/{tenant_id}/insights/orchestration-ready
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*
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* Last Updated: 2025-11-03
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* Status: ✅ Complete - Real API Integration
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*/
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import { apiClient } from '../client';
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export interface AIInsight {
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id: string;
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tenant_id: string;
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type: 'forecast' | 'warning' | 'opportunity' | 'positive' | 'optimization' | 'rule';
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priority: 'urgent' | 'high' | 'medium' | 'low';
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category: 'demand' | 'procurement' | 'inventory' | 'production' | 'sales' | 'system' | 'business';
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title: string;
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description: string;
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impact_type: 'cost_savings' | 'waste_reduction' | 'yield_improvement' | 'revenue' | 'system_health' | 'process_improvement';
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impact_value?: number;
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impact_unit?: string;
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confidence: number;
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metrics_json: Record<string, any>;
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actionable: boolean;
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recommendation_actions?: Array<{
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label: string;
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action: string;
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params: Record<string, any>;
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}>;
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source_service: string;
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source_model: string;
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detected_at: string;
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resolved_at?: string;
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resolved_by?: string;
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status: 'active' | 'applied' | 'dismissed' | 'resolved';
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feedback_count?: number;
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avg_feedback_rating?: number;
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created_at: string;
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updated_at: string;
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}
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export interface AIInsightFilters {
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type?: string;
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priority?: string;
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category?: string;
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source_model?: string;
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status?: string;
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min_confidence?: number;
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actionable_only?: boolean;
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start_date?: string;
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end_date?: string;
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search?: string;
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limit?: number;
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offset?: number;
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}
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export interface AIInsightListResponse {
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items: AIInsight[];
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total: number;
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limit: number;
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offset: number;
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has_more: boolean;
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}
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export interface AIInsightStatsResponse {
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total_insights: number;
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insights_by_type: Record<string, number>;
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insights_by_priority: Record<string, number>;
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insights_by_category: Record<string, number>;
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insights_by_status: Record<string, number>;
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avg_confidence: number;
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total_impact_value: number;
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actionable_insights: number;
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resolved_insights: number;
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}
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export interface FeedbackRequest {
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applied: boolean;
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applied_at?: string;
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outcome_date?: string;
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outcome_metrics?: Record<string, any>;
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user_rating?: number;
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user_comment?: string;
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}
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export interface FeedbackResponse {
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insight_id: string;
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feedback_recorded: boolean;
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feedback_id: string;
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recorded_at: string;
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}
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export interface OrchestrationReadyInsightsRequest {
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target_date: string;
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min_confidence?: number;
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}
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export interface OrchestrationReadyInsightsResponse {
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target_date: string;
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insights: AIInsight[];
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categorized_insights: {
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demand_forecasts: AIInsight[];
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supplier_alerts: AIInsight[];
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inventory_optimizations: AIInsight[];
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price_opportunities: AIInsight[];
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yield_predictions: AIInsight[];
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business_rules: AIInsight[];
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other: AIInsight[];
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};
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total_insights: number;
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}
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export class AIInsightsService {
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private readonly baseUrl = '/tenants';
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/**
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* Get all AI insights for a tenant with optional filters
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*/
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async getInsights(
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tenantId: string,
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filters?: AIInsightFilters
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): Promise<AIInsightListResponse> {
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const queryParams = new URLSearchParams();
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if (filters?.type) queryParams.append('type', filters.type);
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if (filters?.priority) queryParams.append('priority', filters.priority);
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if (filters?.category) queryParams.append('category', filters.category);
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if (filters?.source_model) queryParams.append('source_model', filters.source_model);
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if (filters?.status) queryParams.append('status', filters.status);
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if (filters?.min_confidence) queryParams.append('min_confidence', filters.min_confidence.toString());
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if (filters?.actionable_only) queryParams.append('actionable_only', 'true');
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if (filters?.start_date) queryParams.append('start_date', filters.start_date);
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if (filters?.end_date) queryParams.append('end_date', filters.end_date);
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if (filters?.search) queryParams.append('search', filters.search);
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if (filters?.limit) queryParams.append('limit', filters.limit.toString());
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if (filters?.offset) queryParams.append('offset', filters.offset.toString());
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const url = `${this.baseUrl}/${tenantId}/insights${queryParams.toString() ? '?' + queryParams.toString() : ''}`;
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return apiClient.get<AIInsightListResponse>(url);
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}
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/**
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* Get a single insight by ID
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*/
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async getInsight(
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tenantId: string,
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insightId: string
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): Promise<AIInsight> {
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const url = `${this.baseUrl}/${tenantId}/insights/${insightId}`;
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return apiClient.get<AIInsight>(url);
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}
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/**
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* Get insight statistics
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*/
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async getInsightStats(
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tenantId: string,
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filters?: {
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start_date?: string;
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end_date?: string;
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}
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): Promise<AIInsightStatsResponse> {
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const queryParams = new URLSearchParams();
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if (filters?.start_date) queryParams.append('start_date', filters.start_date);
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if (filters?.end_date) queryParams.append('end_date', filters.end_date);
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const url = `${this.baseUrl}/${tenantId}/insights/metrics/summary${queryParams.toString() ? '?' + queryParams.toString() : ''}`;
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return apiClient.get<AIInsightStatsResponse>(url);
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}
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/**
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* Get orchestration-ready insights for a specific date
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*/
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async getOrchestrationReadyInsights(
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tenantId: string,
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request: OrchestrationReadyInsightsRequest
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): Promise<OrchestrationReadyInsightsResponse> {
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const url = `${this.baseUrl}/${tenantId}/insights/orchestration-ready`;
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const queryParams = new URLSearchParams();
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queryParams.append('target_date', request.target_date);
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if (request.min_confidence) {
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queryParams.append('min_confidence', request.min_confidence.toString());
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}
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return apiClient.get<OrchestrationReadyInsightsResponse>(
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`${url}?${queryParams.toString()}`
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);
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}
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/**
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* Record feedback for an applied insight
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*/
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async recordFeedback(
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tenantId: string,
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insightId: string,
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feedback: FeedbackRequest
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): Promise<FeedbackResponse> {
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const url = `${this.baseUrl}/${tenantId}/insights/${insightId}/feedback`;
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return apiClient.post<FeedbackResponse>(url, feedback);
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}
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/**
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* Apply an insight (mark as applied)
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*/
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async applyInsight(
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tenantId: string,
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insightId: string
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): Promise<AIInsight> {
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const url = `${this.baseUrl}/${tenantId}/insights/${insightId}/apply`;
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return apiClient.post<AIInsight>(url, {
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applied_at: new Date().toISOString(),
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});
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}
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/**
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* Dismiss an insight
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*/
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async dismissInsight(
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tenantId: string,
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insightId: string,
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reason?: string
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): Promise<AIInsight> {
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const url = `${this.baseUrl}/${tenantId}/insights/${insightId}/dismiss`;
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return apiClient.post<AIInsight>(url, { reason });
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}
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/**
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* Resolve an insight
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*/
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async resolveInsight(
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tenantId: string,
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insightId: string,
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resolution?: string
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): Promise<AIInsight> {
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const url = `${this.baseUrl}/${tenantId}/insights/${insightId}/resolve`;
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return apiClient.post<AIInsight>(url, { resolution });
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}
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/**
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* Get insights by priority (for dashboard widgets)
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*/
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async getHighPriorityInsights(
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tenantId: string,
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limit: number = 10
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): Promise<AIInsight[]> {
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const response = await this.getInsights(tenantId, {
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priority: 'urgent',
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status: 'active',
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limit,
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});
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if (response.items.length < limit) {
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// Add high priority if not enough urgent
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const highPriorityResponse = await this.getInsights(tenantId, {
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priority: 'high',
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status: 'active',
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limit: limit - response.items.length,
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});
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return [...response.items, ...highPriorityResponse.items];
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}
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return response.items;
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}
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/**
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* Get actionable insights (for recommendations panel)
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*/
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async getActionableInsights(
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tenantId: string,
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limit: number = 20
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): Promise<AIInsight[]> {
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const response = await this.getInsights(tenantId, {
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actionable_only: true,
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status: 'active',
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limit,
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});
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return response.items;
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}
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/**
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* Get insights by category
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*/
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async getInsightsByCategory(
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tenantId: string,
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category: string,
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limit: number = 20
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): Promise<AIInsight[]> {
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const response = await this.getInsights(tenantId, {
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category,
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status: 'active',
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limit,
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});
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return response.items;
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}
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/**
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* Search insights
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*/
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async searchInsights(
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tenantId: string,
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query: string,
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filters?: Partial<AIInsightFilters>
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): Promise<AIInsight[]> {
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const response = await this.getInsights(tenantId, {
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...filters,
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search: query,
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limit: filters?.limit || 50,
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});
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return response.items;
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}
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/**
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* Get recent insights (for activity feed)
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*/
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async getRecentInsights(
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tenantId: string,
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days: number = 7,
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limit: number = 50
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): Promise<AIInsight[]> {
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const endDate = new Date();
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const startDate = new Date();
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startDate.setDate(startDate.getDate() - days);
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const response = await this.getInsights(tenantId, {
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start_date: startDate.toISOString(),
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end_date: endDate.toISOString(),
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limit,
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});
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return response.items;
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}
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/**
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* Get insights summary for dashboard
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*/
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async getDashboardSummary(
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tenantId: string
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): Promise<{
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stats: AIInsightStatsResponse;
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highPriority: AIInsight[];
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recent: AIInsight[];
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}> {
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const [stats, highPriority, recent] = await Promise.all([
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this.getInsightStats(tenantId),
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this.getHighPriorityInsights(tenantId, 5),
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this.getRecentInsights(tenantId, 7, 10),
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]);
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return {
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stats,
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highPriority,
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recent,
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};
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}
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/**
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* Format impact value for display
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*/
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formatImpactValue(insight: AIInsight): string {
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if (!insight.impact_value) return 'N/A';
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const value = insight.impact_value;
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const unit = insight.impact_unit || 'units';
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if (unit === 'euros_per_year' || unit === 'eur') {
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return `€${value.toLocaleString('en-US', { minimumFractionDigits: 0, maximumFractionDigits: 0 })}/year`;
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} else if (unit === 'euros') {
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return `€${value.toLocaleString('en-US', { minimumFractionDigits: 2, maximumFractionDigits: 2 })}`;
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} else if (unit === 'percentage' || unit === 'percentage_points') {
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return `${value.toFixed(1)}%`;
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} else if (unit === 'units') {
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return `${value.toFixed(0)} units`;
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} else {
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return `${value.toFixed(2)} ${unit}`;
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}
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}
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/**
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* Get priority badge color
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*/
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getPriorityColor(priority: string): string {
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switch (priority) {
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case 'urgent':
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return 'red';
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case 'high':
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return 'orange';
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case 'medium':
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return 'yellow';
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case 'low':
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return 'blue';
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default:
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return 'gray';
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}
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}
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/**
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* Get type icon
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*/
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getTypeIcon(type: string): string {
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switch (type) {
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case 'forecast':
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return '📈';
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case 'warning':
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return '⚠️';
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case 'opportunity':
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return '💡';
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case 'positive':
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return '✅';
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case 'optimization':
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return '🎯';
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case 'rule':
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return '📋';
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default:
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return '📊';
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}
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}
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/**
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* Calculate confidence color
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*/
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getConfidenceColor(confidence: number): string {
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if (confidence >= 90) return 'green';
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if (confidence >= 75) return 'blue';
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if (confidence >= 60) return 'yellow';
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return 'red';
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}
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}
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// Export singleton instance
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export const aiInsightsService = new AIInsightsService();
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@@ -82,7 +82,7 @@ export class ProcurementService {
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/**
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* Auto-generate procurement plan from forecast data (Orchestrator integration)
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* POST /api/v1/tenants/{tenant_id}/procurement/auto-generate
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* POST /api/v1/tenants/{tenant_id}/procurement/operations/auto-generate
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*
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* Called by Orchestrator Service to create procurement plans based on forecast data
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*/
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@@ -91,21 +91,21 @@ export class ProcurementService {
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request: AutoGenerateProcurementRequest
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): Promise<AutoGenerateProcurementResponse> {
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return apiClient.post<AutoGenerateProcurementResponse>(
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`/tenants/${tenantId}/procurement/auto-generate`,
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`/tenants/${tenantId}/procurement/operations/auto-generate`,
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request
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);
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}
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/**
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* Generate a new procurement plan (manual/UI-driven)
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* POST /api/v1/tenants/{tenant_id}/procurement/plans/generate
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* POST /api/v1/tenants/{tenant_id}/procurement/plans
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*/
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static async generateProcurementPlan(
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tenantId: string,
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request: GeneratePlanRequest
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): Promise<GeneratePlanResponse> {
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return apiClient.post<GeneratePlanResponse>(
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`/tenants/${tenantId}/procurement/plans/generate`,
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`/tenants/${tenantId}/procurement/plans`,
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request
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);
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}
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@@ -330,6 +330,121 @@ export class ProcurementService {
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{ auto_approve: autoApprove }
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);
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}
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/**
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* Create a new purchase order
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* POST /api/v1/tenants/{tenant_id}/procurement/purchase-orders
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*/
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static async createPurchaseOrder(
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tenantId: string,
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poData: any
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): Promise<PurchaseOrderResponse> {
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return apiClient.post<PurchaseOrderResponse>(
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`/tenants/${tenantId}/procurement/purchase-orders`,
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poData
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);
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}
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/**
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* Get purchase order by ID
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* GET /api/v1/tenants/{tenant_id}/procurement/purchase-orders/{po_id}
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*/
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static async getPurchaseOrderById(
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tenantId: string,
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poId: string
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): Promise<PurchaseOrderWithSupplierResponse> {
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return apiClient.get<PurchaseOrderWithSupplierResponse>(
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`/tenants/${tenantId}/procurement/purchase-orders/${poId}`
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);
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}
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/**
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* List purchase orders
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* GET /api/v1/tenants/{tenant_id}/procurement/purchase-orders
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*/
|
||||
static async getPurchaseOrders(
|
||||
tenantId: string,
|
||||
params?: { skip?: number; limit?: number; supplier_id?: string; status?: string }
|
||||
): Promise<PurchaseOrderResponse[]> {
|
||||
const queryParams = new URLSearchParams();
|
||||
if (params?.skip !== undefined) queryParams.append('skip', params.skip.toString());
|
||||
if (params?.limit !== undefined) queryParams.append('limit', params.limit.toString());
|
||||
if (params?.supplier_id) queryParams.append('supplier_id', params.supplier_id);
|
||||
if (params?.status) queryParams.append('status', params.status);
|
||||
|
||||
const queryString = queryParams.toString();
|
||||
const url = `/tenants/${tenantId}/procurement/purchase-orders${queryString ? `?${queryString}` : ''}`;
|
||||
|
||||
return apiClient.get<PurchaseOrderResponse[]>(url);
|
||||
}
|
||||
|
||||
/**
|
||||
* Update purchase order
|
||||
* PATCH /api/v1/tenants/{tenant_id}/procurement/purchase-orders/{po_id}
|
||||
*/
|
||||
static async updatePurchaseOrder(
|
||||
tenantId: string,
|
||||
poId: string,
|
||||
poData: any
|
||||
): Promise<PurchaseOrderResponse> {
|
||||
return apiClient.patch<PurchaseOrderResponse>(
|
||||
`/tenants/${tenantId}/procurement/purchase-orders/${poId}`,
|
||||
poData
|
||||
);
|
||||
}
|
||||
|
||||
/**
|
||||
* Update purchase order status
|
||||
* PATCH /api/v1/tenants/{tenant_id}/procurement/purchase-orders/{po_id}/status
|
||||
*/
|
||||
static async updatePurchaseOrderStatus(
|
||||
tenantId: string,
|
||||
poId: string,
|
||||
status: string,
|
||||
notes?: string
|
||||
): Promise<PurchaseOrderResponse> {
|
||||
const queryParams = new URLSearchParams({ status });
|
||||
if (notes) queryParams.append('notes', notes);
|
||||
|
||||
return apiClient.patch<PurchaseOrderResponse>(
|
||||
`/tenants/${tenantId}/procurement/purchase-orders/${poId}/status?${queryParams.toString()}`,
|
||||
{}
|
||||
);
|
||||
}
|
||||
|
||||
/**
|
||||
* Approve or reject purchase order
|
||||
* POST /api/v1/tenants/{tenant_id}/procurement/purchase-orders/{po_id}/approve
|
||||
*/
|
||||
static async approvePurchaseOrder(
|
||||
tenantId: string,
|
||||
poId: string,
|
||||
approveData: any
|
||||
): Promise<PurchaseOrderResponse> {
|
||||
return apiClient.post<PurchaseOrderResponse>(
|
||||
`/tenants/${tenantId}/procurement/purchase-orders/${poId}/approve`,
|
||||
approveData
|
||||
);
|
||||
}
|
||||
|
||||
/**
|
||||
* Cancel purchase order
|
||||
* POST /api/v1/tenants/{tenant_id}/procurement/purchase-orders/{po_id}/cancel
|
||||
*/
|
||||
static async cancelPurchaseOrder(
|
||||
tenantId: string,
|
||||
poId: string,
|
||||
reason: string,
|
||||
cancelledBy?: string
|
||||
): Promise<PurchaseOrderResponse> {
|
||||
const queryParams = new URLSearchParams({ reason });
|
||||
if (cancelledBy) queryParams.append('cancelled_by', cancelledBy);
|
||||
|
||||
return apiClient.post<PurchaseOrderResponse>(
|
||||
`/tenants/${tenantId}/procurement/purchase-orders/${poId}/cancel?${queryParams.toString()}`,
|
||||
{}
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
export default ProcurementService;
|
||||
|
||||
Reference in New Issue
Block a user